diff --git a/aiter/configs/a8w8_blockscale_tuned_gemm.csv b/aiter/configs/a8w8_blockscale_tuned_gemm.csv
index d3146fc1df..12df78b9ca 100644
--- a/aiter/configs/a8w8_blockscale_tuned_gemm.csv
+++ b/aiter/configs/a8w8_blockscale_tuned_gemm.csv
@@ -1,6 +1,6153 @@
 gfx,cu_num,M,N,K,libtype,kernelId,splitK,us,kernelName,tflops,bw,errRatio
-gfx950,256,8192,512,7168,ck,0,0,64.1614,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,937.16,1103.14,0.0
-gfx950,256,16384,512,7168,cktile,11,0,98.713,a8w8_blockscale_cktile_192x256x128_4x2x1_16x16x128_intrawave_0x1x0_1,1218.27,1396.85,0.0
-gfx950,256,20480,512,7168,cktile,27,0,95.1492,a8w8_blockscale_cktile_192x256x128_4x2x1_16x16x128_intrawave_0x1x0_3,1579.88,1801.82,0.0
-gfx950,256,128,1024,4096,ck,8,0,13.7599,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,78.03,361.97,0.0
-gfx950,256,128,4096,1280,ck,7,0,7.4194,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,180.9,870.06,0.0
+gfx950,256,7,8192,512,ck,13,0,3.7336,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,15.73,1155.07,0.0
+gfx950,256,3,8192,512,ck,13,0,3.7574,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,6.7,1129.77,0.0
+gfx950,256,6,8192,512,ck,13,0,3.7671,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,13.36,1140.31,0.0
+gfx950,256,10,8192,512,ck,13,0,3.8138,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,22.0,1144.07,0.0
+gfx950,256,11,8192,512,ck,8,0,3.9126,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,23.58,1119.5,0.0
+gfx950,256,15,8192,512,ck,8,0,3.9158,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,32.13,1135.85,0.0
+gfx950,256,23,8192,512,ck,13,0,3.9406,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,48.96,1163.0,0.0
+gfx950,256,24,8192,512,ck,13,0,3.9606,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,50.83,1161.39,0.0
+gfx950,256,26,8192,512,ck,13,0,3.9638,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,55.02,1168.98,0.0
+gfx950,256,27,8192,512,ck,13,0,3.9792,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,56.92,1168.7,0.0
+gfx950,256,28,8192,512,ck,13,0,3.9822,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,58.98,1172.06,0.0
+gfx950,256,17,8192,512,ck,8,0,4.0994,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,34.79,1093.22,0.0
+gfx950,256,30,8192,512,ck,8,0,4.1143,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,61.17,1142.64,0.0
+gfx950,256,34,8192,512,ck,13,0,4.1582,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,68.59,1146.83,0.0
+gfx950,256,33,8192,512,ck,13,0,4.1722,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,66.35,1138.94,0.0
+gfx950,256,38,8192,512,ck,13,0,4.1805,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,76.25,1156.88,0.0
+gfx950,256,37,8192,512,ck,13,0,4.1874,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,74.12,1150.94,0.0
+gfx950,256,45,8192,512,ck,13,0,4.2159,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,89.54,1175.22,0.0
+gfx950,256,35,8192,512,ck,13,0,4.2281,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,69.44,1131.87,0.0
+gfx950,256,41,8192,512,ck,13,0,4.2358,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,81.2,1153.75,0.0
+gfx950,256,42,8192,512,ck,13,0,4.237,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,83.15,1157.41,0.0
+gfx950,256,57,8192,512,ck,13,0,4.2966,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,111.29,1200.34,0.0
+gfx950,256,63,8192,512,ck,13,0,4.3334,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,121.96,1213.54,0.0
+gfx950,256,20,8192,512,ck,7,0,4.4006,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,38.12,1029.91,0.0
+gfx950,256,21,8192,512,ck,7,0,4.4128,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,39.92,1030.89,0.0
+gfx950,256,39,8192,512,ck,7,0,4.4339,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,73.79,1094.58,0.0
+gfx950,256,43,8192,512,ck,7,0,4.459,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,80.89,1103.57,0.0
+gfx950,256,44,8192,512,ck,7,0,4.4775,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,82.43,1102.79,0.0
+gfx950,256,58,8192,512,ck,7,0,4.4927,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,108.3,1151.71,0.0
+gfx950,256,50,8192,512,ck,8,0,4.4964,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,93.28,1120.7,0.0
+gfx950,256,61,8192,512,ck,7,0,4.515,a8w8_blockscale_1x128x128_256x16x128x256_16x16_16x16_1x2_16x16x1_16x16x1_1x16x1x16_8_1x2_intrawave_v1,113.33,1157.24,0.0
+gfx950,256,60,8192,512,ck,8,0,4.5647,a8w8_blockscale_1x128x128_256x16x64x256_16x16_16x16_1x1_16x16x1_16x16x1_1x16x1x16_4_1x1_intrawave_v1,110.26,1140.94,0.0
+gfx950,256,67,8192,512,ck,13,0,4.9762,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,112.94,1070.36,0.0
+gfx950,256,68,8192,512,ck,13,0,4.9794,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,114.56,1073.07,0.0
+gfx950,256,69,8192,512,ck,13,0,4.9987,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,115.79,1072.3,0.0
+gfx950,256,75,8192,512,ck,13,0,5.0003,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,125.82,1092.24,0.0
+gfx950,256,71,8192,512,ck,13,0,5.0032,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,119.04,1078.09,0.0
+gfx950,256,74,8192,512,ck,13,0,5.0043,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,124.04,1087.99,0.0
+gfx950,256,70,8192,512,ck,13,0,5.0118,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,117.16,1072.87,0.0
+gfx950,256,79,8192,512,ck,13,0,5.035,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,131.62,1098.13,0.0
+gfx950,256,76,8192,512,ck,13,0,5.0354,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,126.61,1087.98,0.0
+gfx950,256,72,8192,512,ck,13,0,5.0394,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,119.85,1073.7,0.0
+gfx950,256,85,8192,512,ck,13,0,5.0447,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,141.34,1116.11,0.0
+gfx950,256,82,8192,512,ck,13,0,5.0454,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,136.34,1105.91,0.0
+gfx950,256,84,8192,512,ck,13,0,5.0606,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,139.24,1109.27,0.0
+gfx950,256,83,8192,512,ck,12,0,5.0847,a8w8_blockscale_1x128x128_256x32x128x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,136.93,1100.69,0.0
+gfx950,256,73,8192,512,ck,12,0,5.0863,a8w8_blockscale_1x128x128_256x32x128x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,120.4,1067.12,0.0
+gfx950,256,86,8192,512,ck,13,0,5.0876,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,141.8,1110.02,0.0
+gfx950,256,87,8192,512,ck,13,0,5.0909,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,143.36,1112.62,0.0
+gfx950,256,81,8192,512,ck,18,0,5.1114,a8w8_blockscale_1x128x128_256x64x64x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,132.93,1088.33,0.0
+gfx950,256,104,8192,512,ck,13,0,5.1203,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,170.38,1162.33,0.0
+gfx950,256,94,8192,512,ck,13,0,5.1238,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,153.9,1128.56,0.0
+gfx950,256,108,8192,512,ck,13,0,5.1376,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,176.34,1171.57,0.0
+gfx950,256,90,8192,512,ck,12,0,5.1401,a8w8_blockscale_1x128x128_256x32x128x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,146.88,1111.84,0.0
+gfx950,256,106,8192,512,ck,13,0,5.1406,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,172.97,1164.32,0.0
+gfx950,256,109,8192,512,ck,13,0,5.1535,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,177.42,1171.24,0.0
+gfx950,256,103,8192,512,ck,13,0,5.1578,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,167.52,1150.61,0.0
+gfx950,256,102,8192,512,ck,18,0,5.1751,a8w8_blockscale_1x128x128_256x64x64x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,165.34,1143.49,0.0
+gfx950,256,113,8192,512,ck,13,0,5.1799,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,183.0,1178.31,0.0
+gfx950,256,107,8192,512,ck,13,0,5.1871,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,173.04,1157.14,0.0
+gfx950,256,117,8192,512,ck,13,0,5.1929,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,189.0,1188.38,0.0
+gfx950,256,124,8192,512,ck,13,0,5.2387,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,198.56,1200.57,0.0
+gfx950,256,120,8192,512,ck,13,0,5.239,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,192.14,1187.6,0.0
+gfx950,256,118,8192,512,ck,12,0,5.2478,a8w8_blockscale_1x128x128_256x32x128x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,188.62,1179.17,0.0
+gfx950,256,121,8192,512,ck,13,0,5.2517,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,193.27,1187.94,0.0
+gfx950,256,125,8192,512,ck,13,0,5.2621,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,199.27,1198.44,0.0
+gfx950,256,127,8192,512,ck,13,0,5.2923,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,201.3,1197.98,0.0
+gfx950,256,123,8192,512,ck,12,0,5.2936,a8w8_blockscale_1x128x128_256x32x128x256_16x16_32x32_1x1_16x16x1_16x16x1_1x32x1x8_8_1x1_intrawave_v1,194.91,1184.92,0.0
+gfx950,256,133,8192,512,ck,13,0,6.1567,a8w8_blockscale_1x128x128_256x32x64x256_16x16_16x16_2x1_16x16x1_16x16x1_1x32x1x8_8_2x1_intrawave_v1,181.21,1046.25,0.0
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+gfx950,256,7539,9216,7168,ck,0,0,659.0081,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1511.45,393.1,0.0
+gfx950,256,7656,9216,7168,ck,0,0,669.935,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1509.87,391.16,0.0
+gfx950,256,7809,9216,7168,ck,0,0,694.9813,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1484.54,382.7,0.0
+gfx950,256,7871,9216,7168,ck,0,0,696.4046,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1493.27,384.2,0.0
+gfx950,256,7990,9216,7168,ck,0,0,701.9611,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1503.85,385.5,0.0
+gfx950,256,8040,9216,7168,ck,0,0,705.723,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1505.19,385.26,0.0
+gfx950,256,8007,9216,7168,ck,0,0,706.2417,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1497.91,383.78,0.0
+gfx950,256,8182,9216,7168,ck,0,0,706.3281,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1530.47,390.07,0.0
+gfx950,256,8010,9216,7168,ck,0,0,706.4507,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1498.03,383.77,0.0
+gfx950,256,8043,9216,7168,ck,0,0,706.599,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1503.89,384.89,0.0
+gfx950,256,8015,9216,7168,ck,0,0,707.4913,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1496.76,383.39,0.0
+gfx950,256,8018,9216,7168,ck,0,0,707.871,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1496.52,383.29,0.0
+gfx950,256,8001,9216,7168,ck,0,0,708.2183,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1492.61,382.49,0.0
+gfx950,256,8090,9216,7168,ck,0,0,708.419,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1508.79,385.6,0.0
+gfx950,256,8008,9216,7168,ck,0,0,709.7609,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1490.67,381.91,0.0
+gfx950,256,8048,9216,7168,ck,0,0,710.4124,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1496.75,383.0,0.0
+gfx950,256,8047,9216,7168,ck,0,0,710.9983,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1495.33,382.65,0.0
+gfx950,256,8051,9216,7168,ck,0,0,712.0659,a8w8_blockscale_1x128x128_256x128x128x128_16x16_32x32_2x2_8x32x1_8x32x1_1x32x1x8_8_1x1_intrawave_v3,1493.83,382.22,0.0
diff --git a/aiter/configs/model_configs/glm47_fp8_tuned_fmoe.csv b/aiter/configs/model_configs/glm47_fp8_tuned_fmoe.csv
new file mode 100644
index 0000000000..274c78f663
--- /dev/null
+++ b/aiter/configs/model_configs/glm47_fp8_tuned_fmoe.csv
@@ -0,0 +1,17 @@
+cu_num,token,model_dim,inter_dim,expert,topk,act_type,dtype,q_dtype_a,q_dtype_w,q_type,use_g1u1,doweight_stage1,block_m,ksplit,us1,kernelName1,err1,us2,kernelName2,err2,us,run_1stage,tflops,bw,_tag
+256,1,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,24.9944,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,20.3787,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,45.3731,0,8.32,20799.41
+256,2,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,40.11,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.00%,28.5666,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,68.6766,0,10.99,13741.93
+256,4,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,99.8134,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.00%,0,,0.00%,99.8134,1,15.13,9455.44
+256,8,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,134.9101,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.00%,0,,0.00%,134.9101,1,22.38,6996.08
+256,16,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,156.6731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.00%,0,,0.00%,156.6731,1,38.55,6025.06
+256,32,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,164.2209,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.00%,0,,0.00%,164.2209,1,73.56,5749.63
+256,64,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,168.1699,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.00%,0,,0.00%,168.1699,1,143.66,5617.54
+256,128,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,177.1016,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x384E,0.00%,0,,0.00%,177.1016,1,272.83,5339.79
+256,256,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,64,0,111.1445,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_64x128_2tg_pf3E,0.00%,94.3821,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,205.5266,0,470.19,4610.84
+256,512,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,128.617,_ZN5aiter45fmoe_stage1_bf16_pertokenFp8_g1u1_128x128_pf3E,0.00%,136.7373,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,265.3543,0,728.36,3586.08
+256,1024,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,64,0,227.447,moe_ck2stages_gemm1_256x64x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,192.093,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,419.54,0,921.36,2286.9
+256,2048,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,352.8768,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,345.4655,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.70%,698.3423,0,1107.04,1396.42
+256,4096,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,582.0723,moe_ck2stages_gemm1_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,641.9346,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,1224.0069,0,1263.22,822.41
+256,8192,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,1078.8184,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,1239.192,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,2318.0104,0,1334.06,461.41
+256,16384,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,1988.7154,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,2328.3393,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,4317.0547,0,1432.63,276.9
+256,32768,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,3930.1981,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.00%,4488.9205,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.80%,8419.1186,0,1469.22,171.87
diff --git a/aiter/configs/model_configs/glm47_fp8_untuned_fmoe.csv b/aiter/configs/model_configs/glm47_fp8_untuned_fmoe.csv
new file mode 100644
index 0000000000..9f72b923bd
--- /dev/null
+++ b/aiter/configs/model_configs/glm47_fp8_untuned_fmoe.csv
@@ -0,0 +1,17 @@
+token,model_dim,inter_dim,expert,topk,act_type,dtype,q_dtype_a,q_dtype_w,q_type,use_g1u1,doweight_stage1
+1,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+2,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+4,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+8,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+16,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+32,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+64,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+128,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+256,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+512,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+1024,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+2048,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+4096,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+8192,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+16384,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
+32768,5120,1536,40,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0
diff --git a/aiter/configs/model_configs/kimik2_fp4_tuned_fmoe.csv b/aiter/configs/model_configs/kimik2_fp4_tuned_fmoe.csv
index 37393d10f6..f58fcd1238 100644
--- a/aiter/configs/model_configs/kimik2_fp4_tuned_fmoe.csv
+++ b/aiter/configs/model_configs/kimik2_fp4_tuned_fmoe.csv
@@ -1,129 +1,161 @@
 cu_num,token,model_dim,inter_dim,expert,topk,act_type,dtype,q_dtype_a,q_dtype_w,q_type,use_g1u1,doweight_stage1,block_m,ksplit,us1,kernelName1,err1,us2,kernelName2,err2,us,run_1stage,tflops,bw,_tag
-256,1,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,13.9799,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb14_xcd4_fp4,22.5%,8.1319,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.5%,22.1118,0,3.98,95602.83,
-256,2,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,17.2713,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb14_bnt0_fp4,20.6%,10.1607,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.4%,27.432,0,6.42,77062.27,
-256,4,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,22.6984,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_bnt0_fp4,20.4%,13.2528,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic,1.3%,35.9512,0,9.8,58802.36,
-256,8,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,30.0262,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_bnt0,0.0%,17.6643,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic,1.3%,47.6905,0,14.78,44329.61,
-256,16,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,39.0069,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,25.6226,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.3%,64.6295,0,21.81,32713.75,
-256,32,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,63.889300000000006,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,37.0933,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_persist_sbm32,1.3%,100.9826,0,27.91,20940.41,
-256,64,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,93.5036,flydsl_moe1_afp4_wfp4_bf16_t32x32x256_w3,0.0%,53.9899,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_sbm32,1.2%,147.4935,0,38.22,14341.69,
-256,128,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,108.3724,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.2%,66.6968,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_sbm32,1.3%,175.0692,0,64.4,12090.54,
-256,256,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,116.6103,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.1%,74.0789,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_persist_sbm32,1.2%,190.6892,0,118.25,11114.6,
-256,512,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,117.5849,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.0%,80.9526,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,198.5375,0,227.15,10702.96,
-256,1024,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,121.0563,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.4%,106.3806,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_sbm64,1.3%,227.4369,0,396.57,9391.39,
-256,2048,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,144.0412,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4,0.0%,163.2069,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.1%,307.2481,0,587.11,7023.54,
-256,4096,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,158.9084,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w3,0.0%,270.351,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.1%,429.2594,0,840.46,5129.79,
-256,8192,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,252.1561,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4_bnt0_xcd4,0.0%,463.9421,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.1%,716.0982,0,1007.62,3198.01,
-256,16384,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,397.2011,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2_bnt0_xcd4,0.0%,924.8895,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.1%,1322.0906,0,1091.54,1865.42,
-256,32768,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,673.6421,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w3_bnt0_xcd4,0.0%,1783.0066,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.1%,2456.6487,0,1174.86,1147.32,
-256,1,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,17.9168,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb14_fp4,17.7%,7.5463,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,2.4%,25.4631,0,6.92,166039.48,
-256,2,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,22.5887,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb2_go_fp4,18.7%,12.9583,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.9%,35.547,0,9.91,118938.35,
-256,4,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,28.125300000000003,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,17.5122,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.5%,45.6375,0,15.44,92641.89,
-256,8,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,40.4268,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_fp4,16.7%,27.7099,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_xcd4,2.7%,68.1367,0,20.68,62052.18,
-256,16,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,67.7149,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.4%,40.7525,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.7%,108.4674,0,25.99,38981.32,
-256,32,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,131.41219999999998,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,64.6228,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.8%,196.035,0,28.76,21570.37,
-256,64,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,174.3146,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3,0.0%,92.6896,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.8%,267.0042,0,42.23,15839.58,
-256,128,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,211.3136,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.5%,115.4686,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.8%,326.7822,0,69.0,12946.27,
-256,256,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,227.1786,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.5%,128.1656,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.8%,355.3442,0,126.91,11913.42,
-256,512,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,230.7154,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.2%,134.2382,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.8%,364.9536,0,247.14,11614.81,
-256,1024,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,237.3056,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,152.7537,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_sbm64,2.7%,390.0593,0,462.46,10895.47,
-256,2048,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,248.2288,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,215.1947,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_atomic_bnt2_persist,2.8%,463.4235,0,778.5,9218.13,
-256,4096,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,309.7988,flydsl_moe1_afp4_wfp4_bf16_t128x128x256,0.0%,382.4107,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist_sbm128,0.4%,692.2095,0,1042.39,6235.02,
-256,8192,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,492.2694,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4_xcd4,0.0%,633.2934,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.4%,1125.5628,0,1282.12,3912.73,
-256,16384,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,795.5577000000001,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_bnt0_xcd4,0.0%,1192.7816,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist,0.4%,1988.3393,0,1451.57,2303.52,
-256,32768,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,1276.6282,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0%,2259.8079,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist_sbm128,0.4%,3536.4361,0,1632.27,1394.77,
-256,1,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,17.8886,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_go_fp4,20.8%,7.5925,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,2.9%,25.4811,0,7.78,166354.28,
-256,2,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,22.8149,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb7_xcd4_fp4,21.0%,13.1788,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,2.9%,35.9937,0,11.01,117768.15,
-256,4,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,27.7235,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,19.7%,19.328,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic,2.9%,47.0515,0,16.85,90091.8,
-256,8,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,51.6825,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4_fp4,0.0%,29.1534,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.7%,80.8359,0,19.61,52440.07,
-256,16,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,78.1272,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,44.6234,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.9%,122.7506,0,25.83,34535.17,
-256,32,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,132.1537,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4_fp4,17.8%,67.5444,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_persist_sbm32,3.0%,199.6981,0,31.76,21229.83,
-256,64,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,184.367,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.2%,101.1521,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.9%,285.5191,0,44.42,14851.0,
-256,128,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,219.1026,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w2_fp4,17.3%,120.1837,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,3.0%,339.2863,0,74.77,12501.6,
-256,256,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,228.2939,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,132.8644,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_sbm64,2.9%,361.1583,0,140.48,11752.11,
-256,512,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,248.5047,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,135.3295,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,3.0%,383.8342,0,264.36,11072.17,
-256,1024,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,250.3871,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_fp4,17.2%,157.9713,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_sbm64,2.9%,408.3584,0,496.96,10434.19,
-256,2048,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,265.6454,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_fp4,17.3%,229.7372,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist,0.3%,495.3826,0,819.32,8645.66,
-256,4096,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,335.2709,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4,0.0%,397.6695,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.3%,732.9404,0,1107.52,5903.55,
-256,8192,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,544.8151,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2_xcd4,0.0%,707.078,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.3%,1251.8931,0,1296.83,3526.68,
-256,16384,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,862.1587,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4_bnt0_xcd4,0.0%,1305.102,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4,0.3%,2167.2607,0,1498.2,2118.43,
-256,32768,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,1391.8997,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0%,2564.68,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist_sbm128,0.3%,3956.5797,0,1641.31,1249.44,
-256,1,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,13.9802,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb14_fp4,13.9%,7.9113,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.4%,21.8915,0,4.53,96816.38,
-256,2,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,17.2185,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_bnt0_go_fp4,15.8%,8.5243,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.2%,25.7428,0,7.7,82332.82,
-256,4,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,23.2988,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb7_bnt0_fp4,17.3%,13.6377,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic,1.3%,36.9365,0,10.73,57382.81,
-256,8,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,29.0089,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4_fp4,18.4%,21.204,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_atomic,1.1%,50.2129,0,15.79,42212.39,
-256,16,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,43.3489,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w2,0.0%,26.9591,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,1.1%,70.308,0,22.55,30149.89,
-256,32,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,66.8905,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2,0.0%,38.8442,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_persist_sbm32,1.3%,105.7347,0,29.99,20051.34,
-256,64,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,101.211,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4,0.0%,56.3305,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_sbm32,1.3%,157.5415,0,40.25,13461.92,
-256,128,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,109.2599,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.2%,68.2535,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,1.3%,177.5134,0,71.45,11955.08,
-256,256,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,115.5656,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.2%,74.744,flydsl_moe2_afp4_wfp4_bf16_t16x256x256_atomic_bnt2_persist_sbm32,1.4%,190.3096,0,133.29,11165.7,
-256,512,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,130.7075,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.4%,82.6095,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_persist,1.3%,213.317,0,237.84,9987.22,
-256,1024,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,135.4983,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4_fp4,17.4%,119.8506,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_persist_sbm64,1.3%,255.3489,0,397.37,8386.39,
-256,2048,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,144.584,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_fp4,17.1%,171.2946,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce,0.1%,315.8786,0,642.45,6849.07,
-256,4096,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,179.2193,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2,0.0%,279.7423,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.1%,458.9616,0,884.33,4809.8,
-256,8192,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,284.782,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4_bnt0_xcd4,0.0%,519.6888,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.1%,804.4708,0,1009.05,2853.55,
-256,16384,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,436.7742,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2_bnt0_xcd4,0.0%,1024.2602,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.1%,1461.0344,0,1111.2,1691.78,
-256,32768,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,737.0636,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_bnt0_xcd4,0.0%,2046.4027,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.1%,2783.4663,0,1166.53,1014.59,
-256,1,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,25.1008,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,8.1319,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0146,33.2327,0,0.0,0.0,flydsl_fallback
-256,2,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,25.9981,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,10.1607,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0142,36.1588,0,0.0,0.0,flydsl_fallback
-256,4,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,26.9679,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,16.0298,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0121,42.9977,0,0.0,0.0,flydsl_fallback
-256,8,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,31.3996,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,19.5128,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0127,50.9124,0,0.0,0.0,flydsl_fallback
-256,16,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,44.2564,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,27.9592,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0125,72.2156,0,0.0,0.0,flydsl_fallback
-256,32,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,71.8968,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,41.4555,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0131,113.3523,0,0.0,0.0,flydsl_fallback
-256,64,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,104.9668,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,58.3475,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0126,163.3143,0,0.0,0.0,flydsl_fallback
-256,128,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,126.3709,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,72.5589,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0128,198.9298,0,0.0,0.0,flydsl_fallback
-256,256,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,135.34449999999998,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,78.3594,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0124,213.7039,0,0.0,0.0,flydsl_fallback
-256,512,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,136.5402,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,89.3539,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0126,225.8941,0,0.0,0.0,flydsl_fallback
-256,1024,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,144.8236,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,115.9855,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0126,260.8091,0,0.0,0.0,flydsl_fallback
-256,2048,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,162.96370000000002,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,213.5719,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0125,376.5356,0,0.0,0.0,flydsl_fallback
-256,4096,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,169.8057,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,403.5172,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0126,573.3229,0,0.0,0.0,flydsl_fallback
-256,8192,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,304.2362,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,764.3293,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0125,1068.5655,0,0.0,0.0,flydsl_fallback
-256,16384,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,498.0106,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,1476.716,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0125,1974.7266,0,0.0,0.0,flydsl_fallback
-256,32768,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,769.9171,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,3004.7704,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0125,3774.6875,0,0.0,0.0,flydsl_fallback
-256,1,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,25.6052,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,7.5463,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0239,33.1515,0,0.0,0.0,flydsl_fallback
-256,2,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,26.6499,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,15.3309,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0269,41.9808,0,0.0,0.0,flydsl_fallback
-256,4,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,29.7861,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,19.304,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0256,49.0901,0,0.0,0.0,flydsl_fallback
-256,8,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,47.689800000000005,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,28.816,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0267,76.5058,0,0.0,0.0,flydsl_fallback
-256,16,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,78.2038,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,42.647,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0277,120.8508,0,0.0,0.0,flydsl_fallback
-256,32,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,141.0361,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,70.653,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0281,211.6891,0,0.0,0.0,flydsl_fallback
-256,64,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,199.124,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,99.0852,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0281,298.2092,0,0.0,0.0,flydsl_fallback
-256,128,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,244.4832,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,123.0286,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0278,367.5118,0,0.0,0.0,flydsl_fallback
-256,256,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,258.7976,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,143.752,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0276,402.5496,0,0.0,0.0,flydsl_fallback
-256,512,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,267.3028,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,149.5863,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0274,416.8891,0,0.0,0.0,flydsl_fallback
-256,1024,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,280.9852,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,182.9953,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0274,463.9805,0,0.0,0.0,flydsl_fallback
-256,2048,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,347.36620000000005,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,270.1472,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0276,617.5134,0,0.0,0.0,flydsl_fallback
-256,4096,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,481.9772,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,493.9473,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0273,975.9245,0,0.0,0.0,flydsl_fallback
-256,8192,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,582.6193,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,973.3819,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0274,1556.0012,0,0.0,0.0,flydsl_fallback
-256,16384,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,857.4551,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,1922.9129,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0275,2780.368,0,0.0,0.0,flydsl_fallback
-256,32768,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,1498.8449,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,3782.1474,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0274,5280.9923,0,0.0,0.0,flydsl_fallback
-256,1,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,25.8558,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,7.5925,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0294,33.4483,0,0.0,0.0,flydsl_fallback
-256,2,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,27.7627,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,13.1788,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0292,40.9415,0,0.0,0.0,flydsl_fallback
-256,4,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,32.6406,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,19.9788,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0302,52.6194,0,0.0,0.0,flydsl_fallback
-256,8,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,53.4236,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,29.9109,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0288,83.3345,0,0.0,0.0,flydsl_fallback
-256,16,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,88.1749,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,47.8359,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0295,136.0108,0,0.0,0.0,flydsl_fallback
-256,32,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,151.64630000000002,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,73.5877,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0298,225.234,0,0.0,0.0,flydsl_fallback
-256,64,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,210.0676,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,105.734,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0295,315.8016,0,0.0,0.0,flydsl_fallback
-256,128,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,249.557,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,127.0834,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0298,376.6404,0,0.0,0.0,flydsl_fallback
-256,256,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,258.6365,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,138.3303,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0294,396.9668,0,0.0,0.0,flydsl_fallback
-256,512,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,276.2796,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,152.9675,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0296,429.2471,0,0.0,0.0,flydsl_fallback
-256,1024,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,279.30060000000003,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,193.528,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,472.8286,0,0.0,0.0,flydsl_fallback
-256,2048,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,300.9174,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,334.4923,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,635.4097,0,0.0,0.0,flydsl_fallback
-256,4096,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,515.4662,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,553.9443,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,1069.4105,0,0.0,0.0,flydsl_fallback
-256,8192,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,609.8722,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,1091.6879,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,1701.5601,0,0.0,0.0,flydsl_fallback
-256,16384,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,931.2307,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,2118.819,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,3050.0497,0,0.0,0.0,flydsl_fallback
-256,32768,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,1656.0413,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,4234.4266,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0291,5890.4679,0,0.0,0.0,flydsl_fallback
-256,1,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,24.4312,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,7.9113,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0138,32.3425,0,0.0,0.0,flydsl_fallback
-256,2,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,25.2559,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,8.5243,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0121,33.7802,0,0.0,0.0,flydsl_fallback
-256,4,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,28.5367,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,14.3445,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0108,42.8812,0,0.0,0.0,flydsl_fallback
-256,8,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,31.2631,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,19.6856,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0114,50.9487,0,0.0,0.0,flydsl_fallback
-256,16,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,47.7488,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,30.0117,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0113,77.7605,0,0.0,0.0,flydsl_fallback
-256,32,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,75.0572,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,42.507,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0126,117.5642,0,0.0,0.0,flydsl_fallback
-256,64,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,109.6539,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,61.03,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0133,170.6839,0,0.0,0.0,flydsl_fallback
-256,128,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,127.9358,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,70.973,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.013,198.9088,0,0.0,0.0,flydsl_fallback
-256,256,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,134.8579,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,81.4717,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0134,216.3296,0,0.0,0.0,flydsl_fallback
-256,512,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,143.2304,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,91.2423,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0132,234.4727,0,0.0,0.0,flydsl_fallback
-256,1024,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,155.5109,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,127.797,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0135,283.3079,0,0.0,0.0,flydsl_fallback
-256,2048,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,167.2837,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,233.5581,moe_ck2stages_gemm2_64x64x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0131,400.8418,0,0.0,0.0,flydsl_fallback
-256,4096,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,189.3904,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,439.3833,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0132,628.7737,0,0.0,0.0,flydsl_fallback
-256,8192,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,314.9939,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,845.8057,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0133,1160.7996,0,0.0,0.0,flydsl_fallback
-256,16384,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,568.1025,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,1664.4928,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0133,2232.5953,0,0.0,0.0,flydsl_fallback
-256,32768,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,812.3858,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,3354.1041,moe_ck2stages_gemm2_64x128x128x128_1x1_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0132,4166.4899,0,0.0,0.0,flydsl_fallback
+256,1,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,13.2452,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb7_go_fp4,16.9%,6.6844,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.6%,19.9296,0,4.42,106070.91,
+256,2,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,15.8944,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_go_fp4,17.2%,8.4755,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.3%,24.3699,0,7.23,86745.22,
+256,4,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,21.3039,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb4_fp4,16.1%,12.4074,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic,1.3%,33.7113,0,10.45,62709.4,
+256,8,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,29.8852,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4,0.0%,17.8471,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,47.7323,0,14.76,44290.79,
+256,16,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,44.7944,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,27.4087,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,72.2031,0,19.52,29282.31,
+256,32,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,81.51140000000001,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,44.797,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,126.3084,0,22.32,16741.7,
+256,64,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,118.8141,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2,0.0%,67.0329,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,1.1%,185.847,0,30.33,11381.97,
+256,128,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,118.5136,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4,0.0%,69.4259,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,187.9395,0,59.99,11262.57,
+256,256,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,115.8638,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4_fp4,17.6%,74.2967,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,1.2%,190.1605,0,118.58,11145.5,
+256,512,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,117.5612,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_fp4,17.0%,80.6277,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,198.1889,0,227.55,10721.79,
+256,1024,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,119.968,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,102.033,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_sbm64,1.1%,222.001,0,406.28,9621.35,
+256,2048,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,132.5067,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4,0.0%,157.7576,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_bnt2,0.0%,290.2643,0,621.46,7434.5,
+256,4096,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,156.74679999999998,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2,0.0%,267.2572,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.0%,424.004,0,850.88,5193.37,
+256,8192,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,250.0777,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w3_bnt0_xcd4,0.0%,463.8763,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_sbm128,0.0%,713.954,0,1010.65,3207.62,
+256,16384,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,366.0242,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_bnt0_xcd4_fp4,17.3%,926.6298,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce,0.0%,1292.654,0,1116.39,1907.9,
+256,32768,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,631.8818,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_bnt0_xcd4_fp4,17.3%,1751.4067,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist,0.0%,2383.2885,0,1211.02,1182.64,
+256,1,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,16.354,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_go_fp4,12.7%,7.2729,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,2.6%,23.6269,0,7.46,178943.49,
+256,2,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,21.5812,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb4_fp4,15.4%,12.8273,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,3.0%,34.4085,0,10.24,122873.75,
+256,4,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,28.0247,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,17.2081,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.9%,45.2328,0,15.58,93470.77,
+256,8,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,44.514500000000005,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_xcd4,0.0%,27.0211,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.8%,71.5356,0,19.7,59103.87,
+256,16,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,81.495,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4_xcd4,0.0%,44.4102,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_xcd4,2.7%,125.9052,0,22.39,33582.43,
+256,32,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,154.3846,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,80.4195,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_xcd4_persist,2.7%,234.8041,0,24.01,18008.83,
+256,64,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,228.1004,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.2%,118.3423,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.8%,346.4427,0,32.54,12207.6,
+256,128,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,228.1496,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,121.3876,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.7%,349.5372,0,64.51,12103.46,
+256,256,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,228.5579,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.5%,124.7,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,2.7%,353.2579,0,127.66,11983.78,
+256,512,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,232.2845,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,136.0064,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist_sbm64,2.7%,368.2909,0,244.9,11509.57,
+256,1024,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,233.5376,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4_fp4,17.3%,146.6693,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.7%,380.2069,0,474.45,11177.8,
+256,2048,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,238.474,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,206.1031,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_atomic_bnt2_persist,2.7%,444.5771,0,811.51,9608.9,
+256,4096,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,292.4502,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w4,0.0%,377.921,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist_sbm128,0.3%,670.3712,0,1076.35,6438.13,
+256,8192,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,459.2863,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_bnt0_fp4,17.3%,626.7223,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist,0.3%,1086.0086,0,1328.82,4055.23,
+256,16384,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,691.0762,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0%,1171.9833,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_sbm128,0.3%,1863.0595,0,1549.18,2458.42,
+256,32768,7168,512,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,1208.457,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_bnt0_fp4,17.3%,2227.9499,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4,0.3%,3436.4069,0,1679.79,1435.37,
+256,1,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,17.8501,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb7_fp4,16.7%,7.6621,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,2.4%,25.5122,0,7.77,166151.49,
+256,2,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,22.8551,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb7_fp4,18.9%,13.1521,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.7%,36.0072,0,11.01,117724.0,
+256,4,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,29.4262,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3,0.0%,19.3881,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.8%,48.8143,0,16.24,86838.38,
+256,8,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,50.5137,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4_fp4,18.7%,29.363,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.7%,79.8767,0,19.85,53069.8,
+256,16,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,95.7203,flydsl_moe1_afp4_wfp4_bf16_t32x32x256_w3,0.0%,49.2937,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,2.8%,145.014,0,21.87,29233.13,
+256,32,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,171.3749,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_xcd4,0.0%,89.5678,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.8%,260.9427,0,24.3,16247.08,
+256,64,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,236.2525,flydsl_moe1_afp4_wfp4_bf16_t64x64x256_w4_xcd4,0.0%,120.7332,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_sbm64,2.8%,356.9857,0,35.53,11877.91,
+256,128,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,234.1601,flydsl_moe1_afp4_wfp4_bf16_t64x64x256_w4_xcd4_fp4,17.1%,122.0701,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_sbm64,2.9%,356.2302,0,71.21,11906.97,
+256,256,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,236.6952,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_xcd4_fp4,17.2%,127.4914,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist_sbm64,2.9%,364.1866,0,139.31,11654.39,
+256,512,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,242.1832,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.2%,134.7446,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.8%,376.9278,0,269.2,11275.05,
+256,1024,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,246.3426,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.3%,153.0524,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,2.9%,399.395,0,508.11,10668.36,
+256,2048,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,251.0842,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.2%,233.9762,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_atomic_bnt2_persist,2.8%,485.0604,0,836.75,8829.64,
+256,4096,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,316.9738,flydsl_moe1_afp4_wfp4_bf16_t128x128x256,0.0%,400.1827,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.2%,717.1565,0,1131.9,6033.48,
+256,8192,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,473.8717,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_bnt0_fp4,17.2%,670.9802,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_reduce_persist,0.2%,1144.8519,0,1418.09,3856.42,
+256,16384,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,731.1314,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_bnt0_fp4,17.3%,1313.4823,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist,0.2%,2044.6137,0,1588.07,2245.5,
+256,32768,7168,512,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,1306.3543,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w2_bnt0_fp4,17.3%,2514.8871,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_xcd4_persist,0.2%,3821.2414,0,1699.45,1293.69,
+256,1,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,13.3809,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb14_go_fp4,20.1%,6.8161,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.2%,20.197,0,4.91,104939.14,
+256,2,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,16.4835,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb4_go_fp4,17.6%,8.4904,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,1.0%,24.9739,0,7.94,84867.69,
+256,4,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,22.3365,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_kb2_go_fp4,17.3%,13.1164,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic,1.2%,35.4529,0,11.18,59784.12,
+256,8,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,30.8842,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w4,0.0%,19.279,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic,1.3%,50.1632,0,15.8,42254.21,
+256,16,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,54.5127,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3,0.0%,29.3089,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.3%,83.8216,0,18.91,25289.17,
+256,32,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,93.3433,flydsl_moe1_afp4_wfp4_bf16_t32x32x256_w3,0.0%,53.0394,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.3%,146.3827,0,21.66,14483.42,
+256,64,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,129.68970000000002,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4_xcd4,0.0%,68.2803,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,1.2%,197.97,0,32.03,10712.79,
+256,128,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,126.7838,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4_xcd4_fp4,16.6%,70.9723,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_persist,1.2%,197.7561,0,64.14,10731.33,
+256,256,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,127.3984,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_xcd4_fp4,17.0%,73.9814,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,201.3798,0,125.97,10551.9,
+256,512,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,130.7355,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.1%,82.6416,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2,1.2%,213.3771,0,237.77,9984.41,
+256,1024,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,133.9164,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.4%,115.6845,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,1.2%,249.6009,0,406.52,8579.51,
+256,2048,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,139.5789,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.2%,169.6701,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_bnt2_persist,0.0%,309.249,0,656.23,6995.9,
+256,4096,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,177.8189,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_w2,0.0%,282.0472,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.0%,459.8661,0,882.59,4800.34,
+256,8192,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,284.6439,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_xcd4,0.0%,486.7326,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.0%,771.3765,0,1052.34,2975.97,
+256,16384,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,440.0206,flydsl_moe1_afp4_wfp4_bf16_t128x128x256_bnt0_xcd4,0.0%,979.1867,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce_persist_sbm128,0.0%,1419.2073,0,1143.95,1741.65,
+256,32768,7168,256,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,700.9508,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4_bnt0_xcd4_fp4,17.3%,1957.461,flydsl_moe2_afp4_wfp4_bf16_t64x256x256_reduce,0.0%,2658.4118,0,1221.4,1062.32,
+256,1,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,23.3826,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w3_kb7_fp4,19.6%,10.5981,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,3.4%,33.9807,0,11.66,249487.46,
+256,2,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,31.5916,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2,0.0%,18.0772,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,4.6%,49.6688,0,15.96,170686.22,
+256,4,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,53.5345,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w3_xcd4,0.0%,29.9048,flydsl_moe2_afp4_wfp4_bf16_t32x256x256_atomic_bnt2_xcd4,4.8%,83.4393,0,19.0,101604.68,
+256,8,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,92.3327,flydsl_moe1_afp4_wfp4_bf16_t32x32x256_w3,0.0%,48.1776,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,4.7%,140.5103,0,22.57,60336.57,
+256,16,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,148.1592,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,16.6%,80.207,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,5.1%,228.3662,0,27.77,37124.94,
+256,32,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,242.291,flydsl_moe1_afp4_wfp4_bf16_t64x64x256_w4_fp4,16.8%,124.0,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_persist_sbm64,5.1%,366.291,0,34.63,23146.69,
+256,64,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,356.1691,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,180.7609,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_persist,5.1%,536.93,0,47.24,15791.84,
+256,128,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,439.8549,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w2,0.0%,227.2459,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_persist,5.1%,667.1008,0,76.05,12712.46,
+256,256,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,467.7362,flydsl_moe1_afp4_wfp4_bf16_t32x64x256_w4,0.0%,238.4351,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,5.1%,706.1713,0,143.69,12013.01,
+256,512,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,469.2899,flydsl_moe1_afp4_wfp4_bf16_t64x64x256_w4_fp4,17.3%,251.0086,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2_sbm64,5.1%,720.2985,0,281.74,11785.04,
+256,1024,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,477.9451,flydsl_moe1_afp4_wfp4_bf16_t32x128x256_w2_fp4,17.3%,276.6206,flydsl_moe2_afp4_wfp4_bf16_t32x128x256_atomic_bnt2,5.1%,754.5657,0,537.89,11264.44,
+256,2048,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,504.3514,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w3_fp4,17.3%,315.2989,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_atomic_bnt2_persist,5.1%,819.6503,0,990.36,10396.85,
+256,4096,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,635.6289,flydsl_moe1_afp4_wfp4_bf16_t128x128x256,0.0%,532.6313,flydsl_moe2_afp4_wfp4_bf16_t128x128x256_atomic_bnt2,5.1%,1168.2602,0,1389.67,7332.11,
+256,8192,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,911.92,flydsl_moe1_afp4_wfp4_bf16_t64x128x256_w4_bnt0_fp4,17.3%,1015.7784,flydsl_moe2_afp4_wfp4_bf16_t64x128x256_atomic,5.1%,1927.6984,0,1684.39,4489.24,
+256,16384,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,1505.5926,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0%,1794.5213,flydsl_moe2_afp4_wfp4_bf16_t128x128x256_reduce,0.9%,3300.1139,0,1967.81,2675.68,
+256,32768,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,2674.9513,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0%,3435.7292,flydsl_moe2_afp4_wfp4_bf16_t128x128x256_reduce,1.0%,6110.6805,0,2125.46,1502.68,
+256,1,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,27.8284,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,10.5981,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0336,38.4265,0,0.0,0.0,flydsl_fallback
+256,2,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,33.008,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,18.0772,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0463,51.0852,0,0.0,0.0,flydsl_fallback
+256,4,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,55.4218,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,32.2415,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0469,87.6633,0,0.0,0.0,flydsl_fallback
+256,8,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,100.8819,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,51.8052,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.048,152.6871,0,0.0,0.0,flydsl_fallback
+256,16,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,167.9725,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,86.7403,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0505,254.7128,0,0.0,0.0,flydsl_fallback
+256,32,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,266.6936,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,131.7576,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,398.4512,0,0.0,0.0,flydsl_fallback
+256,64,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,395.8115,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,198.7102,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0511,594.5217,0,0.0,0.0,flydsl_fallback
+256,128,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,488.1649,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,253.748,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0514,741.9129,0,0.0,0.0,flydsl_fallback
+256,256,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,512.2106,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,273.9965,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0511,786.2071,0,0.0,0.0,flydsl_fallback
+256,512,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,524.6804,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,286.3015,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,810.9819,0,0.0,0.0,flydsl_fallback
+256,1024,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,534.8282,moe_ck2stages_gemm1_256x32x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,317.4022,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.051,852.2304,0,0.0,0.0,flydsl_fallback
+256,2048,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,64,0,568.4449,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,466.1059,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0505,1034.5508,0,0.0,0.0,flydsl_fallback
+256,4096,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,670.686,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,883.5967,moe_ck2stages_gemm2_256x128x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,1554.2827,0,0.0,0.0,flydsl_fallback
+256,8192,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,945.22,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,1727.4364,moe_ck2stages_gemm2_256x128x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,2672.6564,0,0.0,0.0,flydsl_fallback
+256,16384,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,1505.5926,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,3428.4607,moe_ck2stages_gemm2_256x128x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,4934.0533,0,0.0,0.0,flydsl_fallback
+256,32768,7168,1024,385,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,128,0,2674.9513,moe_ck2stages_gemm1_256x128x128x128_1x4_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,6825.9125,moe_ck2stages_gemm2_256x128x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0507,9500.8638,0,0.0,0.0,flydsl_fallback
+256,1,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,24.6248,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,6.6844,moe_ck2stages_gemm2_256x32x128x128_1x4_MulABScaleExpertWeightShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0156,31.3092,0,0.0,0.0,flydsl_fallback
+256,2,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,24.6277,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,8.4755,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0133,33.1032,0,0.0,0.0,flydsl_fallback
+256,4,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,26.1829,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,14.3766,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0138,40.5595,0,0.0,0.0,flydsl_fallback
+256,8,7168,256,384,8,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0,32,0,30.2074,moe_ck2stages_gemm1_64x32x32x128_1x1_MulABScaleShuffled_v3_Nswizzle0_Quant3_MulRoutedWeight0_silu_FP4X2_FP4X2_B16,0.0,18.9994,moe_ck2stages_gemm2_64x32x32x128_1x1_MulABScaleExpertWeightShuffled_v1_Nswizzle0_Quant3_MulRoutedWeight1_FP4X2_FP4X2_B16,0.0122,49.2068,0,0.0,0.0,flydsl_fallback
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diff --git a/aiter/configs/tuned_fmoe.csv b/aiter/configs/tuned_fmoe.csv
index a0c9dd2a9f..2dfbb76fc3 100644
--- a/aiter/configs/tuned_fmoe.csv
+++ b/aiter/configs/tuned_fmoe.csv
@@ -1,1700 +1,948 @@
 cu_num,token,model_dim,inter_dim,expert,topk,act_type,dtype,q_dtype_a,q_dtype_w,q_type,use_g1u1,doweight_stage1,block_m,ksplit,us1,kernelName1,err1,us2,kernelName2,err2,us,run_1stage,tflops,bw,_tag
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-80,512,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.int8,torch.int8,QuantType.per_Tensor,1,0,64,0,386.1143,_ZN5aiter49fmoe_stage1_bf16_pertokenInt8_g1u1_64x128_2tg_pf3E,0.0%,250.0186,moe_ck2stages_gemm2_256x64x128x256_1x4_MulABScaleExpertWeight_v3_Nswizzle0_Quant1_MulRoutedWeight1_I8_I8_B16,2.1%,636.1329000000001,0,243.06,964.29,
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-80,512,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,774.6328,moe_ck2stages_gemm1_256x64x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,459.0113,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCastExpertWeight_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.3%,1233.6441,0,125.34,989.38,
-256,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.4639,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,70.3202,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,200.7841,0,7.02,14040.11,
-256,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.4639,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,70.3202,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,200.7841,0,7.02,14040.11,
-256,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.4639,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,70.3202,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,200.7841,0,7.02,14040.11,
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-256,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.4639,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,70.3202,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,200.7841,0,7.02,14040.11,
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-256,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,278.093,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,140.8376,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,418.9306,0,13.46,6732.4,
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-256,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,306.0006,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,170.2105,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,476.2111,0,47.35,5934.16,
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-256,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,128.2525,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,72.0121,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,200.2646,0,7.04,14076.53,
-256,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,128.2525,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,72.0121,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,200.2646,0,7.04,14076.53,
-256,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,128.2525,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,72.0121,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,200.2646,0,7.04,14076.53,
-256,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,128.2525,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,72.0121,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,200.2646,0,7.04,14076.53,
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-256,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,68.6613,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,46.3816,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.7%,115.0429,0,12.25,12253.08,
-256,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,68.6613,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,46.3816,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.7%,115.0429,0,12.25,12253.08,
-256,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,68.6613,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,46.3816,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.7%,115.0429,0,12.25,12253.08,
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-256,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,215.8536,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,215.8536,1,26.12,6535.27,
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-256,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,254.5557,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,254.5557,1,88.58,5557.88,
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-256,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,1,64,0,328.5261,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf2E,0.0%,225.2001,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,553.7262,0,325.77,5129.96,
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-256,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,203.1825,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,203.1825,1,13.87,13873.81,
-256,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,203.1825,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,203.1825,1,13.87,13873.81,
-256,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,203.1825,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,203.1825,1,13.87,13873.81,
-256,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,203.1825,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,203.1825,1,13.87,13873.81,
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-256,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.0976,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,80.1778,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,221.2754,0,87.35,5478.03,
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-256,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,131.8625,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,70.246,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.4%,202.1085,0,6.97,13948.11,
-256,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,131.8625,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,70.246,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.4%,202.1085,0,6.97,13948.11,
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-256,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,307.9132,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,170.5755,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,478.4887,0,47.12,5905.91,
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-256,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,128.4088,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,71.9127,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,200.3215,0,7.04,14072.53,
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-256,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,278.5912,moe_ck2stages_gemm1_256x64x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,137.9968,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,416.588,0,13.53,6770.26,
-256,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,298.2262,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,156.1018,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,454.328,0,24.82,6211.9,
-256,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,307.5774,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,164.881,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,472.4584,0,47.73,5981.29,
-256,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,311.7026,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,177.8505,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,489.5531,0,92.12,5787.43,
-256,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,326.6863,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,223.1283,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,549.8146,0,164.04,5179.81,
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-256,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,32,0,67.999,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,40.5166,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.4%,108.5156,0,12.99,12990.12,
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-256,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,32,0,102.4854,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,56.7236,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.4%,159.209,0,17.7,8856.12,
-256,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,32,0,140.7195,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,75.8797,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,216.5992,0,26.03,6512.78,
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-256,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,306.0949,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf2E,0.0%,166.151,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,472.2459,0,47.75,5974.27,
-256,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,304.4449,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf2E,0.0%,177.3471,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,481.792,0,93.6,5861.61,
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-256,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,332.9031,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf2E,0.0%,245.6419,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,578.545,0,311.8,4909.89,
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-256,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,90.339,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,50.8203,moe_ck2stages_gemm2_256x32x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,141.1593,0,8.56,8559.28,
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-256,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,76.4501,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,76.4501,1,15.8,7902.89,
-256,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,76.4501,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,76.4501,1,15.8,7902.89,
-256,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,76.4501,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,76.4501,1,15.8,7902.89,
-256,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,76.4501,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,76.4501,1,15.8,7902.89,
-256,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,104.0048,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,104.0048,1,23.23,5811.01,
-256,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,117.2665,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,117.2665,1,41.2,5157.2,
-256,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,118.1045,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x192E,0.0%,0.0,Null,0,118.1045,1,81.82,5127.26,
-256,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,122.2554,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_ps_32x192E,0.0%,0.0,Null,0,122.2554,1,158.09,4966.04,
-256,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,148.475,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x384E,0.0%,0.0,Null,0,148.475,1,260.34,4110.26,
-256,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,128,0,92.8309,_ZN5aiter45fmoe_stage1_bf16_pertokenFp8_g1u1_128x128_pf3E,0.0%,159.4309,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,252.2618,0,306.46,2444.14,
-256,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,49.6325,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,64.2871,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,113.9196,0,10.6,5303.53,
-256,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,49.6325,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,64.2871,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,113.9196,0,10.6,5303.53,
-256,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,49.6325,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,64.2871,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,113.9196,0,10.6,5303.53,
-256,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,49.6325,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,64.2871,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,113.9196,0,10.6,5303.53,
-256,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,49.6325,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,64.2871,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,113.9196,0,10.6,5303.53,
-256,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,80.9233,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x64_pf3E,0.0%,84.6624,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,165.5857,0,14.59,3649.91,
-256,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,84.5381,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x64_pf3E,0.0%,88.2359,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,172.774,0,27.97,3500.33,
-256,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,85.2495,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x64_pf3E,0.0%,90.1821,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,175.4316,0,55.09,3451.79,
-256,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,86.7616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x64_pf3E,0.0%,94.7695,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,181.5311,0,106.47,3344.47,
-256,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,89.8093,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x64_pf3E,0.0%,111.8215,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,201.6308,0,191.71,3026.68,
-256,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,94.4833,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,162.4132,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,256.8965,0,300.94,2400.04,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,367.326,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,243.7681,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,611.0941,0,4.61,4613.84,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,485.1197,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,319.3392,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,804.4589000000001,0,7.01,3505.97,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,560.9087,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,389.4697,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,950.3784,0,11.86,2969.6,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,588.4224,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,400.0835,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,988.5059,0,22.81,2858.77,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,617.8863,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,423.4145,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,1041.3008,0,43.31,2720.88,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,783.2767,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,600.1759,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,1383.4526,0,65.2,2058.57,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,376.8336,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,233.1548,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,609.9884,0,4.62,4622.2,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,484.4582,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,310.4899,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,794.9481,0,7.09,3547.91,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,560.7307,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,356.8918,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,917.6225,0,12.29,3075.6,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,591.6172,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,377.301,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,968.9182,0,23.27,2916.56,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,621.3374,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,402.5935,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1023.9309,0,44.04,2767.03,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,194.485,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,176.724,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,371.209,0,7.59,3798.33,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,251.2934,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,233.6045,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,484.8979,0,11.63,2909.19,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,292.2127,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,265.0419,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,557.2546,0,20.23,2533.92,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,300.6316,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,279.9782,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,580.6098,0,38.84,2436.73,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,312.6244,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,296.8907,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,609.5151,0,73.99,2330.21,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,394.9761,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,427.6178,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,822.5939,0,109.65,1739.99,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,188.7522,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,170.2119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,358.96410000000003,0,7.85,3927.9,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,254.6539,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.1%,220.0918,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,474.7457,0,11.87,2971.41,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,290.9005,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,254.8242,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,545.7247,0,20.66,2587.46,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,299.2146,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,268.1991,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,567.4137000000001,0,39.74,2493.4,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,316.0831,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,287.2443,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,603.3274,0,74.75,2354.11,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,714.79,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,400.2169,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,1115.0069,0,5.06,5056.53,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,998.4164,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,561.412,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,1559.8284,0,7.23,3615.13,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1118.5366,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,643.0011,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1761.5377,0,12.8,3202.21,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1174.4719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,676.1183,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1850.5902,0,24.37,3050.1,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1216.8417,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,726.8006,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1943.6423,0,46.4,2907.85,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,366.9854,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,263.1156,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,630.101,0,8.95,4474.3,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,504.1748,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,378.662,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,882.8368,0,12.77,3194.19,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,570.6719,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,417.051,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,987.7229,0,22.83,2856.39,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,597.6775,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,432.5419,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1030.2194,0,43.77,2741.24,
-80,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
-80,2,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
-80,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
-80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
-80,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
-80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,116.9005,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,89.872,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,206.7725,0,5.84,2923.52,
-80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.2259,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,101.7908,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,232.0167,0,10.41,2607.69,
-80,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,134.8012,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,104.118,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,238.9192,0,20.22,2536.74,
-80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,139.8396,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,107.8712,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,247.7108,0,39.01,2455.18,
-80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,176.0293,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,152.7806,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,328.8099,0,58.78,1862.38,
-80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
-80,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
+80,4,2304,1536,8,2,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,17.6606,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,15.126,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.3%,32.7866,0,5.18,2591.37,
+80,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,22.6085,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,21.8513,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,44.4598,0,3.4,6793.53,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,39.3207,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,12.9446,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,52.2653,0,1.69,26964.5,
+80,1,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,39.59,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,13.014,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,52.604,0,1.88,26895.53,
+80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,26.7393,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,30.591,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,57.3303,0,5.27,5269.26,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,40.8689,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,18.1489,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,59.0178,0,2.98,23879.73,
+80,2,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,41.4577,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,19.353,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,60.8107,0,3.26,23266.2,
+80,8,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
+80,16,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
+80,4,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
+80,1,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
+80,2,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
+80,1,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
+80,16,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
+80,4,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
+80,2,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
+80,8,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
+80,1,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
+80,4,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
+80,8,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
+80,2,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
+80,16,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
+80,1,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
+80,8,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
+80,2,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
+80,16,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
+80,4,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,46.2328,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.7%,28.8818,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,75.1146,0,4.69,18762.96,
+80,4,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,48.5685,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,32.2906,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,80.8591,0,4.9,17498.06,
+80,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,44.9474,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,44.429,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,89.3764,0,6.76,3381.05,
+80,32,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,59.0984,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,45.8963,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,104.9947,0,5.75,2878.74,
+80,32,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,59.5728,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,45.8094,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,105.3822,0,5.73,2868.15,
+80,32,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,58.4576,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,49.4407,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,107.8983,0,5.6,2801.27,
+80,32,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,58.5697,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,49.5953,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,108.165,0,5.58,2794.36,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,64.2093,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,1.8%,45.801,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,110.0103,0,6.41,12812.06,
+80,64,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,62.2801,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,51.218,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,113.4981,0,10.64,2665.37,
+80,64,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,62.4816,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,51.5263,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,114.0079,0,10.6,2653.45,
+80,128,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,64.8002,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,52.9275,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,117.7277,0,20.52,2574.06,
+80,64,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,62.2694,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,55.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,117.7707,0,10.26,2568.67,
+80,64,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,62.6056,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,55.5345,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,118.1401,0,10.22,2560.64,
+80,128,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,65.477,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,53.4665,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,118.9435,0,20.31,2547.75,
+80,256,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,65.5874,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,55.6592,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,121.2466,0,39.85,2508.0,
+80,128,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,63.8996,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,57.8423,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,121.7419,0,19.84,2489.19,
+80,128,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,64.7876,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,57.4819,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,122.2695,0,19.76,2478.45,
+80,256,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,68.4938,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,55.1259,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,123.6197,0,39.09,2459.86,
+80,8,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,72.5315,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,52.4907,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,125.0222,0,6.34,11317.7,
+80,256,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,65.3992,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,59.9428,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,125.34199999999998,0,38.55,2426.06,
+80,256,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,66.8949,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,59.7486,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,126.64350000000002,0,38.15,2401.13,
+80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,130.6754,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,130.6754,1,9.24,2314.0,
+80,40,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,132.1174,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,132.1174,1,11.43,2289.49,
+80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,135.0415,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,135.0415,1,17.89,2242.1,
+80,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,136.8626,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,136.8626,1,35.3,2218.01,
+80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,144.1889,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,144.1889,1,67.02,2116.22,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,83.7141,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,64.4684,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,148.1825,0,8.15,4077.25,
+80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,83.7141,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,64.4684,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,148.1825,0,8.15,4077.25,
+80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,83.7141,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,64.4684,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,148.1825,0,8.15,4077.25,
+80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,83.7141,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,64.4684,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,148.1825,0,8.15,4077.25,
+80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,83.7141,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,64.4684,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,148.1825,0,8.15,4077.25,
 80,2,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
 80,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
-80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
+80,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
 80,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
-80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,116.7801,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,82.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,199.298,0,6.06,3033.17,
-80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,130.0463,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,93.2196,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,223.2659,0,10.82,2709.9,
-80,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,133.8064,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,96.146,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,229.9524,0,21.01,2635.66,
-80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,136.6552,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,99.1414,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,235.7966,0,40.98,2579.23,
-80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,177.8056,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,140.1446,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,317.9502,0,60.79,1925.99,
-80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
-80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
-80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
-80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
-80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
-80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,214.8572,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,129.0874,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,343.94460000000004,0,7.02,3513.6,
-80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.0028,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,151.5356,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,389.5384,0,12.4,3103.69,
-80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,256.0,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.7118,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,411.7118,0,23.47,2939.09,
-80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,268.9473,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,167.0488,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,435.9961,0,44.33,2780.19,
-80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,347.7216,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,219.8661,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,567.5877,0,68.1,2143.01,
-80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
-80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
-80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
-80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
-80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
-80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,216.9447,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,126.1828,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,343.1275,0,7.04,3521.97,
-80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,246.22,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,145.7239,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,391.9439,0,12.33,3084.65,
-80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,255.4375,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,152.2483,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,407.6858,0,23.7,2968.11,
-80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,271.8789,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,161.456,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,433.3349,0,44.6,2797.27,
-80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,347.2111,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,210.4569,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,557.668,0,69.31,2181.13,
-80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
-80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,82.6308,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,68.157,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,150.7878,0,8.01,4006.8,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,82.6308,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,68.157,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,150.7878,0,8.01,4006.8,
+80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.5875,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,61.2038,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,149.7913,0,4.03,4033.89,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,84.3415,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,65.6237,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,149.96519999999998,0,8.05,4028.78,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,84.3415,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,65.6237,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,149.96519999999998,0,8.05,4028.78,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,84.3415,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,65.6237,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,149.96519999999998,0,8.05,4028.78,
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+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,83.611,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,67.927,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,151.538,0,7.97,3986.96,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,83.611,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,67.927,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,151.538,0,7.97,3986.96,
+80,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
+80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
+80,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
+80,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
+80,2,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.0761,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,66.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,154.5774,0,3.91,3908.99,
+80,2,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
+80,16,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
+80,4,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
+80,8,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
+80,1,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
+80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
 80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
-80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
 80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
 80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
-80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,109.8209,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,99.0655,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,208.8864,0,11.57,2893.31,
-80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,119.69,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,114.5365,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,234.2265,0,20.63,2581.97,
-80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,131.0244,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,119.5634,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,250.5878,0,38.56,2416.53,
-80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,129.4978,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,126.7846,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,256.2824,0,75.41,2368.97,
-80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,174.904,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,184.6529,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,359.5569,0,107.51,1697.29,
-80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
-80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
-80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
-80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
-80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,82.1262,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,74.17,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,156.2962,0,7.73,3865.59,
+80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.7173,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.3%,76.402,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,159.1193,0,7.59,3797.0,
+80,512,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,94.7864,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,76.6968,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,171.4832,0,56.35,1785.51,
+80,512,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,95.8693,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,76.473,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,172.3423,0,56.07,1776.61,
+80,512,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,93.5238,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,83.188,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,176.71179999999998,0,54.69,1732.68,
+80,512,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,94.7614,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,83.103,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,177.8644,0,54.33,1721.45,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,116.5659,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,74.8227,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,191.3886,0,7.36,7365.28,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,109.0496,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,83.8951,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,192.9447,0,12.52,3132.36,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,109.5369,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.7014,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,193.2383,0,12.5,3127.6,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,107.6661,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,87.4868,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,195.1529,0,12.38,3096.92,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,109.4253,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,88.2541,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,197.6794,0,12.22,3057.34,
+80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,116.7801,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,82.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,199.298,0,6.06,3033.17,
+80,32,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,116.2949,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,83.4229,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,199.7178,0,6.05,3026.79,
+80,16,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,122.8339,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,81.6731,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,204.507,0,7.75,6919.74,
 80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,110.0096,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,95.6992,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,205.7088,0,11.74,2938.0,
-80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,125.1757,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,111.2889,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,236.4646,0,20.43,2557.53,
-80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,129.4724,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,116.1173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,245.5897,0,39.35,2465.71,
-80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,136.164,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,123.0773,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,259.2413,0,74.55,2341.93,
-80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,173.4458,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,178.424,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,351.8698,0,109.86,1734.37,
-80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
-80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
-80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
-80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
-80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
-80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,217.0102,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,129.4305,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,346.4407,0,6.97,3488.28,
-80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.1054,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,150.0225,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,391.1279,0,12.35,3091.08,
-80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,256.7095,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,157.2573,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,413.9668,0,23.34,2923.08,
-80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,265.3977,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,166.4318,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,431.8295,0,44.76,2807.02,
-80,1,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
-80,2,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
-80,4,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
-80,8,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
-80,16,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,38.52,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,36.2602,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.78020000000001,0,4.04,4040.12,
-80,32,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,58.4576,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,49.4407,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,107.8983,0,5.6,2801.27,
-80,64,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,62.2694,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,55.5013,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,117.7707,0,10.26,2568.67,
-80,128,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,64.7876,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,57.4819,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,122.2695,0,19.76,2478.45,
-80,256,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,66.8949,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,59.7486,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,126.64350000000002,0,38.15,2401.13,
-80,512,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,94.7614,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,83.103,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,177.8644,0,54.33,1721.45,
-80,1024,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
-80,1,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
-80,2,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
-80,4,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
-80,8,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
-80,16,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.6753,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,33.9165,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.5918,0,4.16,4161.92,
-80,32,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,59.5728,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,45.8094,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,105.3822,0,5.73,2868.15,
-80,64,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,62.2801,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,51.218,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,113.4981,0,10.64,2665.37,
-80,128,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,64.8002,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,52.9275,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,117.7277,0,20.52,2574.06,
-80,256,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,68.4938,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,55.1259,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,123.6197,0,39.09,2459.86,
-80,512,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,95.8693,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,76.473,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,172.3423,0,56.07,1776.61,
-80,1024,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,191.3917,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,200.8431,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,392.2348,0,7.19,3594.72,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,243.4825,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,262.4499,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,505.9324,0,11.14,2788.24,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,287.1619,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,303.9818,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,591.1437000000001,0,19.07,2388.66,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,292.8938,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,319.6213,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,612.5151000000001,0,36.81,2309.81,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,305.4473,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,349.9039,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,655.3512000000001,0,68.81,2167.23,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,394.0843,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,517.6212,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,911.7055,0,98.93,1569.92,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
-80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,368.8396,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,244.9596,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,613.7992,0,4.59,4593.51,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,486.2218,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,330.374,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,816.5958,0,6.9,3453.86,
-80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,569.5169,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.7784,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,942.2953,0,11.96,2995.07,
-80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,587.3979,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,399.9114,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,987.3093,0,22.84,2862.24,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,619.5779,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,428.3394,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1047.9173,0,43.04,2703.7,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,785.2244,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,600.8826,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1386.107,0,65.07,2054.63,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
-80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,368.433,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,237.6243,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,606.0572999999999,0,4.65,4652.18,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,493.7026,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,313.5552,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,807.2578000000001,0,6.98,3493.81,
-80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,568.3004,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,363.255,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,931.5554,0,12.1,3029.6,
-80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,593.7672,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,382.7183,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,976.4855,0,23.09,2893.96,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,617.3315,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,411.0096,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1028.3411,0,43.85,2755.17,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,118.5389,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,118.5512,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,237.0901,0,5.94,5945.55,
+80,32,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,115.8935,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,90.1026,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,205.9961,0,5.86,2934.54,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,110.1287,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,96.0451,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,206.1738,0,11.72,2931.38,
+80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,116.9005,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,89.872,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,206.7725,0,5.84,2923.52,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,108.8976,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,99.2988,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,208.1964,0,11.6,2902.9,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,109.8209,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,99.0655,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,208.8864,0,11.57,2893.31,
+80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,211.5621,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,211.5621,1,91.36,1457.17,
+80,64,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,128.528,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,93.9786,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,222.5066,0,10.86,2719.15,
+80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,130.0463,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,93.2196,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,223.2659,0,10.82,2709.9,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,127.6734,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,97.1704,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,224.8438,0,21.49,2689.72,
+80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,125.0556,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,101.2628,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,226.3184,0,21.35,2672.19,
+80,64,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,124.4518,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,102.1206,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,226.5724,0,10.66,2670.35,
+80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,130.7478,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,96.7112,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,227.459,0,21.24,2658.79,
+80,128,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,131.5616,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.8169,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,228.3785,0,21.16,2653.83,
+80,56,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,228.7482,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.5%,0.0,Null,0.0%,228.7482,1,73.93,2644.88,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,127.2465,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,102.2132,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,229.4597,0,21.06,2635.61,
+80,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,133.8064,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,96.146,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,229.9524,0,21.01,2635.66,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,129.4139,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,101.0604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,230.47430000000003,0,41.93,2627.42,
+80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,130.2259,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,101.7908,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,232.0167,0,10.41,2607.69,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,130.8193,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,102.1228,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,232.9421,0,41.49,2599.58,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,120.6124,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,113.2457,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,233.8581,0,6.03,6027.72,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,119.69,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,114.5365,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,234.2265,0,20.63,2581.97,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,121.9866,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,113.0687,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,235.0553,0,6.0,5997.02,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,121.9866,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,113.0687,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,235.0553,0,6.0,5997.02,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,121.9866,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,113.0687,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,235.0553,0,6.0,5997.02,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,121.9866,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,113.0687,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,235.0553,0,6.0,5997.02,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,121.9866,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,113.0687,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,235.0553,0,6.0,5997.02,
+80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,136.6552,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,99.1414,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,235.7966,0,40.98,2579.23,
+80,128,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,131.7229,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,104.731,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,236.4539,0,20.43,2563.19,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,125.1757,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,111.2889,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,236.4646,0,20.43,2557.53,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,130.9247,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,105.8912,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,236.8159,0,40.81,2557.06,
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-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,118.5389,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,118.5512,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,237.0901,0,5.94,5945.55,
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-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,120.5717,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,117.6181,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.7%,238.1898,0,5.92,5918.1,
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-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,120.5717,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,117.6181,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.7%,238.1898,0,5.92,5918.1,
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-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,369.2362,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,241.8314,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.9%,611.0676,0,9.23,4613.66,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,510.6484,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,335.3164,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,845.9648,0,13.33,3333.41,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,582.0633,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,408.0174,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,990.0807,0,22.77,2849.59,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,615.4904,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,418.179,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1033.6694,0,43.63,2732.09,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,579.7023,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.1%,364.33,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,944.0323,0,23.89,2988.59,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,601.7144,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,402.2826,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1003.997,0,44.92,2812.83,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,625.392,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,411.3256,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1036.7176,0,87.0,2729.37,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,618.0944,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,476.0445,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1094.1389,0,82.43,2586.13,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,367.8369,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,260.1737,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,628.0106000000001,0,8.98,4489.19,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,495.9422,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,361.1859,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,857.1281,0,13.15,3290.0,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,571.3622,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,410.8419,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,982.2041,0,22.96,2872.44,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,595.5339,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,429.8353,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1025.3692,0,43.98,2754.21,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,617.4891,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,481.3596,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1098.8487,0,82.08,2575.04,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,752.5409,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.4453,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1447.9861999999998,0,124.58,1961.75,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,351.9236,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,220.5397,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,572.4633,0,67.52,2124.76,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
-80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
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+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,121.6233,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,117.3629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,238.9862,0,5.9,5898.37,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,134.708,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,105.5023,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,240.2103,0,80.46,2527.47,
 80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,134.1437,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,106.1464,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,240.2901,0,80.43,2526.64,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,179.8699,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,146.8478,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,326.71770000000004,0,118.31,1867.89,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
-80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
-80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
-80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
-80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,82.4918,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,76.3624,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,158.8542,0,7.6,3803.34,
-80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,108.8976,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,99.2988,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,208.1964,0,11.6,2902.9,
 80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,126.1647,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,114.79,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,240.9547,0,20.05,2509.88,
+80,256,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,140.9059,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,100.6281,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,241.534,0,40.01,2517.96,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,134.0808,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,109.8052,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,243.886,0,79.25,2489.38,
 80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,124.3466,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,119.6476,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,243.9942,0,39.61,2481.83,
-80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,136.6099,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,127.3005,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,263.9104,0,73.23,2300.5,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,174.3438,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,184.6666,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,359.0104,0,107.67,1699.87,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
-80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
-80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
-80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
-80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,84.9173,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,74.1307,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,159.048,0,7.59,3798.7,
-80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,110.1287,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,96.0451,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,206.1738,0,11.72,2931.38,
-80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,126.6253,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,111.3536,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,237.9789,0,20.3,2541.26,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,135.4179,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,109.748,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,245.1659,0,78.83,2476.39,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,129.4724,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,116.1173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,245.5897,0,39.35,2465.71,
+80,256,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,139.1257,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,108.5817,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,247.7074,0,39.01,2455.21,
+80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,139.8396,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,107.8712,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,247.7108,0,39.01,2455.18,
 80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,132.4651,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,116.0108,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,248.4759,0,38.89,2437.07,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,131.0244,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,119.5634,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,250.5878,0,38.56,2416.53,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
 80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,130.1837,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,123.1176,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,253.3013,0,76.3,2396.85,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,177.7956,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,178.1446,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,355.9402,0,108.6,1714.53,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
 80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
 80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
 80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,120.3829,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf3E,0.0%,134.4734,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,254.8563,0,5.53,5531.08,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,188.6312,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,205.9065,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,394.5377,0,7.14,3573.74,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,249.8568,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf2E,0.0%,269.7859,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,519.6427,0,10.85,2714.68,
-80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,285.1047,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,312.3733,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,597.478,0,18.87,2363.33,
-80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,302.8986,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,328.0652,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,630.9638,0,35.74,2242.27,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,305.7627,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,359.7434,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,665.5061000000001,0,67.76,2134.16,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
-80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,119.4832,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,131.8606,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,251.3438,0,5.61,5608.37,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,192.247,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,200.7748,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,393.0218,0,7.17,3587.52,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,247.1864,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,262.0145,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,509.2009,0,11.07,2770.35,
-80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,280.8024,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,303.8392,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,584.6415999999999,0,19.28,2415.22,
-80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,301.3686,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,321.4971,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,622.8657000000001,0,36.2,2271.42,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,310.6611,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,349.0712,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,659.7322999999999,0,68.36,2152.84,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,708.8776,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,395.3054,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1104.183,0,5.11,5106.09,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1025.0488,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,559.4474,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1584.4962,0,7.12,3558.85,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1128.3663,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,636.7004,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1765.0667,0,12.77,3195.81,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1186.9346,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,673.7193,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1860.6539,0,24.24,3033.6,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1257.2784,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,722.716,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1979.9944,0,45.55,2854.46,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,625.1681,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf2E,0.0%,436.7729,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1061.941,0,84.93,2664.54,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,369.4651,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,236.5581,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,606.0232,0,9.3,4652.07,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,516.6341,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,344.0188,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,860.6529,0,13.1,3276.52,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,714.05,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,401.6611,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,1115.7111,0,5.05,5053.34,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,985.8866,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,559.8234,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.5%,1545.71,0,7.29,3648.15,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1134.7112,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,643.4691,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1778.1803,0,12.68,3172.24,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1149.8246,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,670.1762,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1820.0008,0,24.78,3101.36,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1256.2287,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,729.0988,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1985.3275,0,45.43,2846.8,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,712.3917,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,389.8042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1102.1959,0,5.11,5115.3,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,979.7129,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,568.5654,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1548.2783,0,7.28,3642.1,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1135.1695,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,627.8855,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1763.0549999999998,0,12.79,3199.45,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1171.5851,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,662.7687,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1834.3538,0,24.58,3077.1,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,128,0,27.2341,moe_ck2stages_gemm1_256x128x128x128_1x4_TypeCastExpertWeight_v3_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,1749.6879,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1776.9219999999998,0,50.76,3180.68,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,372.7495,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,246.5629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.5%,619.3124,0,9.1,4552.24,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,502.1489,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,339.9999,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,842.1488,0,13.39,3348.52,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,586.3089,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,394.6809,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,980.9898,0,22.99,2876.0,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,591.8466,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,398.0473,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,989.8939,0,45.56,2852.91,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,626.1058,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf2E,0.0%,442.0281,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1068.1339,0,84.44,2649.09,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,129.4978,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,126.7846,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,256.2824,0,75.41,2368.97,
+80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
+80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
+80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
+80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,160.613,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,97.024,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,257.637,0,4.69,4689.63,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,161.7277,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.3101,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,258.0378,0,4.68,4682.34,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,136.164,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,123.0773,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,259.2413,0,74.55,2341.93,
+80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
+80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
+80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
+80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,165.7381,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,94.3172,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,260.0553,0,4.65,4646.02,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,165.0797,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,96.9624,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,262.0421,0,4.61,4610.79,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,136.6099,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,127.3005,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,263.9104,0,73.23,2300.5,
+80,16384,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,2048,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,8192,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,4096,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,32768,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,1024,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
+80,16384,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,2048,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,4096,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,1024,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,32768,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,8192,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,2048,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,1024,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,16384,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,8192,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,4096,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,32768,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
+80,4096,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,32768,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,8192,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,1024,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,16384,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,2048,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
+80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,290.2352,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,290.2352,1,133.18,1083.85,
+80,512,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,176.6934,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,140.5842,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,317.2776,0,60.92,1930.07,
+80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,177.8056,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,140.1446,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,317.9502,0,60.79,1925.99,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,192.7713,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,6.2%,126.9169,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,319.6882,0,8.82,4410.47,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,178.7076,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,147.3146,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,326.0222,0,118.56,1871.87,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,179.8699,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,146.8478,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,326.71770000000004,0,118.31,1867.89,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,198.0641,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,130.4169,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,328.481,0,8.58,4292.41,
+80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,176.0293,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,152.7806,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,328.8099,0,58.78,1862.38,
+80,512,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,177.2587,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,152.9295,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,330.1882,0,58.53,1854.6,
+80,32,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,201.5918,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,7.5%,129.3064,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,330.8982,0,9.58,4277.69,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,204.1789,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,127.8428,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,332.0217,0,8.49,4246.63,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,177.8313,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,155.4294,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,333.2607,0,115.99,1831.21,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,204.8947,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,128.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,333.8305,0,8.44,4223.62,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,205.3401,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,128.7497,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,334.0898,0,8.44,4220.35,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,179.6681,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,155.5374,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,335.20550000000003,0,115.32,1820.59,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,209.4214,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,126.4843,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,335.9057,0,7.19,3597.69,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,216.9447,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,126.1828,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,343.1275,0,7.04,3521.97,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,214.8572,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,129.0874,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,343.94460000000004,0,7.02,3513.6,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,217.0102,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,129.4305,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,346.4407,0,6.97,3488.28,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,173.4458,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,178.424,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,351.8698,0,109.86,1734.37,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,177.7956,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,178.1446,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,355.9402,0,108.6,1714.53,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,188.7522,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,170.2119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,358.96410000000003,0,7.85,3927.9,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,174.3438,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,184.6666,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,359.0104,0,107.67,1699.87,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,174.904,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,184.6529,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,359.5569,0,107.51,1697.29,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,191.3402,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,169.9426,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,361.2828,0,7.8,3902.69,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,188.5396,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,176.4776,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,365.0172,0,7.72,3862.76,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,194.485,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,176.724,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,371.209,0,7.59,3798.33,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
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-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,370.0464,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,232.0003,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,602.0467,0,9.36,4682.79,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,509.0501,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,326.8678,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,835.9178999999999,0,13.49,3373.48,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,583.1963,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.1%,372.1123,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,955.3086,0,23.6,2953.31,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,610.1172,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,408.2756,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1018.3928,0,44.28,2773.07,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,624.0096,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf2E,0.0%,411.5878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1035.5974,0,87.09,2732.32,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,759.5362,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,596.1779,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1355.7141,0,133.06,2095.27,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,363.3125,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,265.3606,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,628.6731,0,8.97,4484.46,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,507.5861,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,362.0567,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,869.6428,0,12.96,3242.65,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,571.3867,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,421.5456,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,992.9323,0,22.71,2841.41,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,600.7597,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,432.403,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1033.1627,0,43.65,2733.43,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,620.397,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,467.8512,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1088.2482,0,82.88,2600.13,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,230.2993,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,169.4253,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,399.7246,0,7.05,7052.15,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,227.7593,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,155.545,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,383.3043,0,7.35,7354.25,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,238.507,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,146.2522,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,384.7592,0,3.66,7326.74,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,231.5308,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,154.9071,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,386.4379,0,7.29,7294.62,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,239.8912,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,147.6741,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,387.5653,0,3.64,7273.69,
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+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,230.2686,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,158.8229,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,389.0915,0,7.24,7244.87,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.0028,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,151.5356,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.3%,389.5384,0,12.4,3103.69,
+80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,240.9494,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,148.9541,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,389.9035,0,12.39,3100.79,
+80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.1054,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,150.0225,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,391.1279,0,12.35,3091.08,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,246.22,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,145.7239,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,391.9439,0,12.33,3084.65,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,191.3917,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,200.8431,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,392.2348,0,7.19,3594.72,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,192.247,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,200.7748,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,393.0218,0,7.17,3587.52,
+80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
+80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
+80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
+80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
+80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,238.4483,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.017,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,393.4653,0,3.58,7164.62,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,188.6312,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,205.9065,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,394.5377,0,7.14,3573.74,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,237.9312,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,159.3483,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,397.2795,0,7.09,7095.55,
+80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
+80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
+80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
+80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
+80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,241.3413,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,156.5265,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.7%,397.8678,0,3.54,7085.35,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,230.2993,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,169.4253,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,399.7246,0,7.05,7052.15,
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-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,230.2993,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,169.4253,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,399.7246,0,7.05,7052.15,
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-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,363.9112,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,259.8372,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,623.7484,0,9.04,4519.87,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,510.4385,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,361.3331,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,871.7716,0,12.93,3234.73,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,570.8776,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,416.9556,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,987.8332,0,22.83,2856.07,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,591.7744,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,430.4532,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1022.2276,0,44.12,2762.67,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,619.0301,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf2E,0.0%,468.3093,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1087.3393999999998,0,82.95,2602.3,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,749.1329,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.2144,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1444.3473,0,124.89,1966.7,
-80,1,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
-80,2,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
-80,4,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
-80,8,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
-80,16,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,88.9501,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,66.7261,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,155.6762,0,3.88,3881.4,
-80,32,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,115.8935,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,90.1026,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,205.9961,0,5.86,2934.54,
-80,64,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,124.4518,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,102.1206,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,226.5724,0,10.66,2670.35,
-80,128,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,131.7229,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,104.731,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,236.4539,0,20.43,2563.19,
-80,256,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,139.1257,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,108.5817,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,247.7074,0,39.01,2455.21,
-80,512,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,177.2587,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,152.9295,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,330.1882,0,58.53,1854.6,
-80,1024,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
-80,1,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.3641,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,61.6683,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,150.0324,0,4.03,4027.41,
-80,2,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.3641,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,61.6683,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,150.0324,0,4.03,4027.41,
-80,4,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.3641,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,61.6683,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,150.0324,0,4.03,4027.41,
-80,8,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.3641,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,61.6683,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,150.0324,0,4.03,4027.41,
-80,16,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,88.3641,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,61.6683,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,150.0324,0,4.03,4027.41,
-80,32,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,116.2949,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,83.4229,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,199.7178,0,6.05,3026.79,
-80,64,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,128.528,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,93.9786,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,222.5066,0,10.86,2719.15,
-80,128,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,131.5616,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,96.8169,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,228.3785,0,21.16,2653.83,
-80,256,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,140.9059,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,100.6281,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,241.534,0,40.01,2517.96,
-80,512,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,176.6934,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,140.5842,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,317.2776,0,60.92,1930.07,
-80,1024,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
-80,1,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
-80,2,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
-80,4,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
-80,8,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
-80,16,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,37.5796,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,36.5426,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,74.12219999999999,0,4.07,4075.98,
-80,32,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,58.5697,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,49.5953,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,108.165,0,5.58,2794.36,
-80,64,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,62.6056,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,55.5345,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,118.1401,0,10.22,2560.64,
-80,128,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,63.8996,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,57.8423,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,121.7419,0,19.84,2489.19,
-80,256,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,65.3992,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,59.9428,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,125.34199999999998,0,38.55,2426.06,
-80,512,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,93.5238,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,83.188,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,176.71179999999998,0,54.69,1732.68,
-80,1024,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
-80,1,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
-80,2,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
-80,4,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
-80,8,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,38.1892,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,34.1814,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,72.3706,0,4.17,4174.64,
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-80,128,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,65.477,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,53.4665,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,118.9435,0,20.31,2547.75,
-80,256,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,65.5874,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,55.6592,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,121.2466,0,39.85,2508.0,
-80,512,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,94.7864,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,76.6968,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,171.4832,0,56.35,1785.51,
-80,1024,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
-256,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.439,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,41.4885,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.9275,0,12.48,12482.61,
-256,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.439,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,41.4885,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.9275,0,12.48,12482.61,
-256,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.439,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,41.4885,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.9275,0,12.48,12482.61,
-256,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.439,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,41.4885,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.9275,0,12.48,12482.61,
-256,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.439,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,41.4885,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.9275,0,12.48,12482.61,
-256,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,120.1868,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,59.0038,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,179.1906,0,15.73,7868.57,
-256,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,141.1318,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,79.7079,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,220.8397,0,25.53,6387.72,
-256,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,156.0506,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,92.4632,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,248.5138,0,45.37,5681.93,
-256,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,161.4495,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,118.1586,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,279.6081,0,80.64,5059.91,
-256,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,203.4884,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,212.7151,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,416.2035,0,108.35,3412.5,
-256,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,328.7665,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,403.3563,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,732.1228,0,123.2,1955.01,
-256,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.08,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,71.7868,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,208.8668,0,13.49,13496.24,
-256,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.08,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,71.7868,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,208.8668,0,13.49,13496.24,
-256,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.08,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,71.7868,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,208.8668,0,13.49,13496.24,
-256,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.08,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,71.7868,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,208.8668,0,13.49,13496.24,
-256,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.08,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,71.7868,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,208.8668,0,13.49,13496.24,
-256,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,205.7119,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,103.7369,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,16.0%,309.4488,0,18.22,9110.59,
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-256,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,313.4267,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,170.2943,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,483.721,0,46.61,5832.55,
-256,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,318.0049,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,179.0098,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,497.0147,0,90.74,5682.08,
-256,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,403.3586,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,227.8796,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,631.2382,0,142.88,4482.59,
-256,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,553.5171,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,421.0368,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,974.5539,0,185.1,2914.76,
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-256,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,137.51,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,71.4507,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,208.9607,0,13.49,13490.17,
-256,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,206.2526,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,103.5784,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.9%,309.831,0,18.19,9099.35,
-256,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,282.8631,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,144.8538,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,427.7169,0,26.36,6593.03,
-256,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,312.8646,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,169.9231,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,482.7877,0,46.7,5843.82,
-256,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,315.2045,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,179.0137,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,494.2182,0,91.25,5714.23,
-256,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,408.1562,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,228.0692,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,636.2254,0,141.76,4447.45,
-256,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,572.8802,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,420.9959,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,993.8761,0,181.5,2858.1,
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-256,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,55.9955,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,45.9382,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,101.9337,0,11.85,5927.15,
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-256,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,55.9955,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,45.9382,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,101.9337,0,11.85,5927.15,
-256,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,55.9955,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,45.9382,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,101.9337,0,11.85,5927.15,
-256,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,81.7704,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,60.4356,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,142.206,0,16.99,4249.98,
-256,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,86.8808,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,66.8218,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,153.7026,0,31.44,3934.65,
-256,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,88.4556,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,86.688,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,175.1436,0,55.18,3457.46,
-256,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,90.4642,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,141.6691,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,232.1333,0,83.26,2615.42,
-256,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,95.7813,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,247.6126,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,343.3939,0,112.57,1777.18,
-256,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,128.833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,473.6369,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,602.4699,0,128.32,1023.39,
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-256,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,71.6188,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,41.3596,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,112.9784,0,12.47,12476.99,
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-256,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,161.8062,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,117.8189,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,279.6251,0,80.64,5059.6,
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-256,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.1212,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,71.9542,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,209.0754,0,13.48,13482.77,
-256,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.1212,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,71.9542,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,209.0754,0,13.48,13482.77,
-256,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.1212,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,71.9542,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,209.0754,0,13.48,13482.77,
-256,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,205.6879,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,103.7835,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,309.4714,0,18.22,9109.92,
-256,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,280.6797,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,145.7947,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,426.4744,0,26.44,6612.23,
-256,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,313.642,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,168.7999,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,482.4419,0,46.74,5848.01,
-256,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,316.5168,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,179.9899,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,496.5067,0,90.83,5687.89,
-256,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,403.1043,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,229.7632,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,632.8675,0,142.52,4471.05,
-256,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,553.6587,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,425.3929,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,979.0516,0,184.25,2901.37,
-256,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.2707,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,71.8847,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,209.1554,0,13.48,13477.62,
-256,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.2707,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,71.8847,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,209.1554,0,13.48,13477.62,
-256,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.2707,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,71.8847,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,209.1554,0,13.48,13477.62,
-256,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.2707,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,71.8847,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,209.1554,0,13.48,13477.62,
-256,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,137.2707,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,71.8847,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,209.1554,0,13.48,13477.62,
-256,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,205.8602,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,104.2026,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,310.0628,0,18.18,9092.55,
-256,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,281.4413,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,145.7705,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,427.2118,0,26.39,6600.82,
-256,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,314.0411,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,172.2239,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,486.265,0,46.37,5802.03,
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-256,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,57.2319,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,44.9913,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,102.2232,0,11.82,5910.36,
-256,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,57.2319,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,44.9913,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,102.2232,0,11.82,5910.36,
-256,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,83.8327,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,58.83,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,142.6627,0,16.93,4236.38,
-256,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,88.5384,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,66.7218,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,155.2602,0,31.12,3895.18,
-256,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,89.7371,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,86.6169,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,176.354,0,54.8,3433.73,
-256,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,92.6716,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,141.8887,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,234.5603,0,82.4,2588.36,
-256,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,95.6695,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,247.8364,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,343.5059,0,112.53,1776.6,
-256,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,133.8828,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,474.349,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,608.2318,0,127.11,1013.7,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,123.5681,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,83.7681,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,207.3362,0,6.8,6798.77,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,204.1789,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,127.8428,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,332.0217,0,8.49,4246.63,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,230.2993,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,169.4253,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,399.7246,0,7.05,7052.15,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,228.7896,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,171.5575,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,400.3471,0,7.04,7041.18,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,231.8332,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,169.7631,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,401.5963,0,7.02,7019.28,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,231.6437,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,173.6438,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,405.2875,0,6.95,6955.35,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,255.4375,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,152.2483,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,407.6858,0,23.7,2968.11,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,256.0,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,155.7118,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,411.7118,0,23.47,2939.09,
+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,412.7488,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,412.7488,1,13.66,3417.73,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,256.7095,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,157.2573,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,413.9668,0,23.34,2923.08,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,257.2833,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,157.5746,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,414.8579,0,23.29,2916.8,
+80,4,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,2,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,8,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,16,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,1,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,254.9635,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,170.7009,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,425.6644,0,13.24,3314.02,
+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,255.6311,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,170.7752,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,426.4063,0,13.22,3308.26,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,252.4238,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,175.0782,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,427.502,0,13.19,3299.78,
 80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,256.3235,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,173.5099,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,429.8334,0,13.11,3281.88,
+80,64,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,430.9915,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,430.9915,1,14.71,3285.84,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,265.3977,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,166.4318,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,431.8295,0,44.76,2807.02,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,271.8789,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,161.456,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,433.3349,0,44.6,2797.27,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,269.3657,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,164.1089,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,433.4746,0,44.59,2796.37,
+80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,268.9473,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,167.0488,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,435.9961,0,44.33,2780.19,
+80,2,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
+80,1,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
+80,16,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
+80,4,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
+80,8,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,253.0207,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,220.8733,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,473.894,0,11.9,2976.75,
+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,254.6539,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.1%,220.0918,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,474.7457,0,11.87,2971.41,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,252.7997,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,230.1231,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.7%,482.9228,0,11.67,2921.09,
+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,251.2934,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,233.6045,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,484.8979,0,11.63,2909.19,
 80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,294.599,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,192.8643,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,487.4633,0,23.13,2896.71,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,307.9267,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,225.0382,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,532.9649,0,42.31,2654.57,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,388.2337,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,321.3807,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,709.6144,0,63.55,2001.5,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,245.7053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,130.3948,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.1001,0,7.49,7495.12,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,374.0904,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,216.3424,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,590.4328,0,9.55,4774.9,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,500.4382,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,283.1229,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.9%,783.5611,0,14.39,3598.89,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
-80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
-80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
-80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
-80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
-80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,124.4194,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,83.1785,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,207.5979,0,6.79,6790.19,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,204.8947,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,128.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,333.8305,0,8.44,4223.62,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,252.4238,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,175.0782,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,427.502,0,13.19,3299.78,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,285.3733,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,6.3%,202.3184,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,487.6917,0,23.12,2895.35,
 80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,290.4107,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,199.2574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,489.6681,0,23.02,2883.66,
-80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,313.3394,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,212.1627,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,525.5021,0,42.91,2692.27,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,395.4189,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,320.7407,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,716.1596,0,62.97,1983.21,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,569.0736,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,348.0744,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,917.148,0,24.59,3076.19,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,613.9345,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,362.7996,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,976.7341,0,46.17,2891.35,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,725.7726,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,508.3457,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1234.1183,0,73.08,2292.8,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
-80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,272.3833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,410.5794,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,682.9627,0,3.54,884.93,
-80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,275.6717,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,483.604,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,759.2757,0,6.36,796.5,
-80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,282.1267,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,500.0393,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,782.166,0,12.36,774.2,
-80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,296.2706,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,517.6107,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,813.8813,0,23.75,745.96,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,324.2019,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,548.1039,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,872.3058,0,44.31,699.61,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,244.2105,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,132.0083,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,376.2188,0,7.49,7492.76,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,366.6026,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,203.0742,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,569.6768,0,9.9,4948.88,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,517.7397,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,297.5602,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.9%,815.2999,0,13.83,3458.79,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,571.8527,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,328.5069,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,900.3596,0,25.04,3133.55,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,596.114,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,376.262,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,972.376,0,46.38,2904.31,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,703.0772,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,515.3501,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,1218.4273,0,74.03,2322.32,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
-80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
-80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
+80,128,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,285.6053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,3.7%,204.5325,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,490.1378,0,25.88,2892.13,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,300.9442,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,195.4701,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.5%,496.4143,0,22.71,2844.48,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,304.2414,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,199.2251,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,503.4665,0,22.39,2804.63,
+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,243.4825,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,262.4499,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,505.9324,0,11.14,2788.24,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,247.1864,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,262.0145,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,509.2009,0,11.07,2770.35,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,295.5849,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,214.8909,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,510.4758,0,44.17,2771.51,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
+80,32768,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,4096,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,16384,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,8192,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,2048,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
+80,32768,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,8192,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,2048,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,1024,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,16384,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,4096,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,249.8568,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf2E,0.0%,269.7859,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,519.6427,0,10.85,2714.68,
+80,32,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,520.7061,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,520.7061,1,54.13,2792.39,
 80,4,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
-80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
 80,16,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
-80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,272.2826,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,435.0107,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,707.2933,0,3.42,854.49,
-80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,275.5136,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,479.9084,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,755.422,0,6.4,800.57,
-80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,280.3229,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,496.6503,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,776.9732,0,12.44,779.37,
-80,256,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,293.1722,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,514.6465,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,807.8187,0,23.93,751.56,
-80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,316.2687,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,545.4219,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,861.6906,0,44.86,708.23,
-80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.9899,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,81.8591,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,206.849,0,6.81,6814.78,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,205.3401,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,128.7497,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,334.0898,0,8.44,4220.35,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,255.6311,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,170.7752,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,426.4063,0,13.22,3308.26,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,304.2414,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,199.2251,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,503.4665,0,22.39,2804.63,
+80,8,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
+80,2,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
+80,1,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,218.3233,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,305.0925,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,523.4158,0,2.31,1154.3,
+80,256,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,302.4733,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,2.5%,221.0756,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,523.5489,0,48.45,2712.82,
+80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,313.3394,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,212.1627,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,525.5021,0,42.91,2692.27,
+80,8,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
+80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,218.6275,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,307.0939,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,525.7214,0,2.3,1149.23,
 80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,301.0373,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,225.1659,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,526.2032,0,42.85,2688.68,
-80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,398.4468,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,319.45,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,717.8968,0,62.82,1978.41,
-80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
-80,1,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
-80,2,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
-80,4,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
-80,8,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
-80,16,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,124.1564,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,83.5223,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,207.6787,0,6.79,6787.55,
-80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,198.0641,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,130.4169,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,328.481,0,8.58,4292.41,
-80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,254.9635,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,170.7009,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,425.6644,0,13.24,3314.02,
-80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,300.9442,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,195.4701,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.5%,496.4143,0,22.71,2844.48,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
 80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,310.1395,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,218.1749,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,528.3144,0,42.68,2677.93,
-80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,384.4754,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,319.2123,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,703.6877,0,64.09,2018.36,
-80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
-80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
-80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
-80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
-80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
-80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,241.8455,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,132.6515,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,374.497,0,7.53,7527.21,
-80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,375.1735,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,214.1587,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,589.3322,0,9.57,4783.82,
-80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,497.6768,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,302.6195,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,800.2963,0,14.09,3523.63,
-80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9263,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,346.2366,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,907.1629,0,24.86,3110.05,
-80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,578.2908,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,375.1603,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,953.4511,0,47.3,2961.95,
-80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,727.1819,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,509.1783,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1236.3602,0,72.95,2288.64,
-80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
-80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,307.9267,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,225.0382,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,532.9649,0,42.31,2654.57,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
+80,2048,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,16384,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,4096,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,32768,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,8192,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,283.4477,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,254.2291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,537.6768,0,71.89,1154.52,
+80,1024,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,32768,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,4096,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,16384,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,8192,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,2048,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,278.3578,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,264.9256,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,543.2834,0,20.75,2599.08,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,290.3441,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,254.7127,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,545.0568000000001,0,20.68,2590.63,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,290.9005,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,254.8242,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,545.7247,0,20.66,2587.46,
+80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
 80,2,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
-80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
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-80,16,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
-80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,276.3545,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,408.058,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,684.4125,0,3.53,883.05,
-80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,278.4781,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,520.2659,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,798.744,0,6.05,757.15,
-80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,283.5484,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,497.074,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,780.6224,0,12.38,775.73,
-80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,296.1626,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,515.0018,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,811.1644,0,23.83,748.46,
-80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,319.2415,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,544.9096,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,864.1511,0,44.73,706.21,
-80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
-80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
-80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
-80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
-80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
-80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,243.5773,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,134.825,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,378.4023,0,7.45,7449.52,
-80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,377.9925,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,208.2557,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,586.2482,0,9.62,4808.99,
-80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,508.1175,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,301.8424,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,809.9599,0,13.92,3481.59,
-80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,567.2689,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,347.973,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,915.2419,0,24.64,3082.6,
-80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,597.1745,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,373.7546,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,970.9291,0,46.45,2908.63,
-80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,734.3088,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,509.0543,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1243.3631,0,72.54,2275.75,
-80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
-80,56,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,228.7482,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.5%,0.0,Null,0.0%,228.7482,1,73.93,2644.88,
-80,1,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
-80,2,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
-80,4,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
-80,8,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
-80,16,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,274.0603,_ZN5aiter59fmoe_stage1_bf16_pertokenFp8_blockscale_g1u1_16x256_2tg_pf3E,4.9%,150.3324,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.3%,424.3927,0,33.21,3425.3,
+80,4,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
+80,1,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,221.5506,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,326.2097,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,547.7603,0,2.21,1102.99,
 80,32,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,359.0112,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,190.8827,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,0.2%,549.8939,0,51.26,2644.17,
-80,64,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,631.2833,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,631.2833,1,89.3,2304.36,
-80,128,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,772.5524,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,772.5524,1,145.94,1884.76,
-80,256,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,1166.708,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,1166.708,1,193.27,1250.38,
-80,512,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,2209.3824,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.8%,0.0,Null,0.0%,2209.3824,1,204.12,662.78,
-80,1024,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
-80,1,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
-80,2,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
-80,4,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
-80,8,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
-80,16,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,442.3731,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.8%,0.0,Null,0.0%,442.3731,1,31.86,3286.07,
-80,32,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,520.7061,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,520.7061,1,54.13,2792.39,
-80,64,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,622.6569,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.9%,0.0,Null,0.0%,622.6569,1,90.53,2336.28,
-80,128,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,687.274,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.2%,0.0,Null,0.0%,687.274,1,164.04,2118.63,
-80,256,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1021.9423,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,1021.9423,1,220.64,1427.51,
-80,512,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1749.1923,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,1749.1923,1,257.82,837.15,
-80,1024,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
-256,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,86.9012,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,86.7313,moe_ck2stages_gemm2_256x128x64x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,173.6325,0,222.62,3575.12,
-256,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,77.6488,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,61.2156,moe_ck2stages_gemm2_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,138.8644,0,139.18,4409.83,
-256,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,73.7682,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,42.2564,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,116.0246,0,83.29,5241.77,
-256,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,72.9667,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,41.6406,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,114.6073,0,42.16,5288.29,
-256,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,71.4856,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,39.357,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,110.8426,0,21.8,5458.45,
-256,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,62.7201,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,35.3504,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,98.0705,0,12.32,6163.97,
-256,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,47.8381,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,28.9978,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,76.8359,0,7.86,7864.06,
-256,2,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,47.8381,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,28.9978,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,76.8359,0,7.86,7864.06,
-256,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,47.8381,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,28.9978,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,76.8359,0,7.86,7864.06,
-256,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,47.8381,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,28.9978,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,76.8359,0,7.86,7864.06,
-256,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,47.8381,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,28.9978,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,76.8359,0,7.86,7864.06,
-256,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,45.285,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,9.0945,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,54.3795,0,1.62,25916.16,
-256,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,46.5232,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,11.8082,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.3%,58.3314,0,3.02,24160.73,
-256,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,48.2418,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,17.8498,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,66.0916,0,5.33,21324.53,
-256,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,53.6435,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,25.7951,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,79.4386,0,8.87,17742.74,
-256,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,71.1678,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,41.5098,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,112.6776,0,12.51,12510.3,
-256,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,158.4834,_ZN5aiter49fmoe_bf16_blockscaleFp8_g1u1_novs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,158.4834,1,17.78,8896.67,
-256,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,212.9873,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,212.9873,1,26.47,6623.22,
-256,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,241.6039,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,241.6039,1,46.66,5844.44,
-256,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,249.5786,_ZN5aiter49fmoe_bf16_blockscaleFp8_g1u1_novs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,249.5786,1,90.35,5668.72,
-256,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,260.9691,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,260.9691,1,172.81,5442.39,
-256,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,359.4797,_ZN5aiter49fmoe_bf16_blockscaleFp8_g1u1_novs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,359.4797,1,250.9,3981.61,
-256,1,5120,1024,128,1,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,13.451,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,7.2298,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,20.6808,0,1.52,97350.26,
-256,2,5120,1024,128,1,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,19.0667,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,9.7505,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,28.8172,0,2.18,69864.41,
-256,4,5120,1024,128,1,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,19.5061,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,12.6837,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,32.1898,0,3.91,62545.51,
-256,8,5120,1024,128,1,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,21.0549,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,16.7646,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,37.8195,0,6.65,53236.79,
-256,16,5120,1024,128,1,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,31.6908,moe_ck2stages_gemm1_256x32x64x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,23.8915,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,55.5823,0,9.06,36225.77,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,325.0568,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,231.4032,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,556.46,0,162.09,5117.95,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,325.7872,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,223.4421,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,549.2293,0,164.22,5185.32,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,168.3246,moe_ck2stages_gemm1_256x64x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,205.6813,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,374.0059,0,241.16,3826.96,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,1,64,0,168.5532,moe_ck2stages_gemm1_256x64x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,205.3887,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,373.9419,0,241.2,3827.62,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,366.6991,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,366.6991,1,245.96,3903.22,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,64,0,163.9563,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf3E,0.0%,218.341,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,382.2973,0,235.93,3743.96,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,649.3028,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,368.4383,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1017.7411,0,177.24,5567.73,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,644.3248,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,363.2348,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1007.5596,0,179.04,5623.99,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,328.7642,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_64x128_2tg_pf2E,0.0%,226.0569,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,554.8211,0,325.13,5119.83,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,1,64,0,328.5261,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf2E,0.0%,225.2001,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,553.7262,0,325.77,5129.96,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,333.8711,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf2E,0.0%,248.6884,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,582.5595000000001,0,309.65,4876.06,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,333.2413,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf2E,0.0%,244.2778,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,577.5191,0,312.35,4918.61,
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+80,2048,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,553.26,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,553.26,1,139.73,591.32,
+80,8192,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,553.26,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,553.26,1,139.73,591.32,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,292.2127,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,265.0419,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,557.2546,0,20.23,2533.92,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,347.2111,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,210.4569,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,557.668,0,69.31,2181.13,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,352.9213,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,213.1932,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,566.1144999999999,0,68.28,2148.59,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,299.2146,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,268.1991,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,567.4137000000001,0,39.74,2493.4,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,347.7216,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,219.8661,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,567.5877,0,68.1,2143.01,
+80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,300.1714,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,268.3368,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,568.5082,0,39.66,2488.6,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,366.6026,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,203.0742,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,569.6768,0,9.9,4948.88,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
 80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
-80,2048,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
-80,2048,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
-80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,394.0843,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,517.6212,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,911.7055,0,98.93,1569.92,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,785.2244,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,600.8826,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1386.107,0,65.07,2054.63,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,390.4133,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,410.897,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,801.3103,0,112.56,1786.21,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,752.5409,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.4453,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1447.9861999999998,0,124.58,1961.75,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,759.5362,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,596.1779,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1355.7141,0,133.06,2095.27,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,749.1329,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.2144,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1444.3473,0,124.89,1966.7,
-80,2048,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
-80,2048,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
-80,2048,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
-80,2048,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,328.7665,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,403.3563,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,732.1228,0,123.2,1955.01,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,553.5171,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,421.0368,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,974.5539,0,185.1,2914.76,
-256,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,572.8802,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,420.9959,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,993.8761,0,181.5,2858.1,
-256,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,128.833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,473.6369,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,602.4699,0,128.32,1023.39,
-256,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,329.0517,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,400.2276,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,729.2793,0,123.68,1962.63,
-256,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,553.6587,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,425.3929,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,979.0516,0,184.25,2901.37,
-256,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,575.7451,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,426.4277,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1002.1728,0,180.0,2834.43,
-256,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,327.5497,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,402.6535,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,730.2032,0,123.52,1960.15,
-256,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,133.8828,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,474.349,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,608.2318,0,127.11,1013.7,
-80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
-80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
-80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
-80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
-80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
-80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
-80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
-80,2048,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
-80,2048,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
-256,2048,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,86.9012,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,86.7313,moe_ck2stages_gemm2_256x128x64x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,173.6325,0,222.62,3575.12,
-256,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,359.4797,_ZN5aiter49fmoe_bf16_blockscaleFp8_g1u1_novs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,359.4797,1,250.9,3981.61,
-256,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,325.0568,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,231.4032,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,556.46,0,162.09,5117.95,
-256,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,325.7872,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,223.4421,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,549.2293,0,164.22,5185.32,
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-80,16384,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,284.4745,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,232.9485,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,517.423,0,74.71,1199.71,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,269.7206,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,263.4387,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.4%,533.1593,0,145.0,1156.43,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
 80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
-80,16384,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
-80,16384,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
-80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,394.0843,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,517.6212,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,911.7055,0,98.93,1569.92,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,785.2244,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,600.8826,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1386.107,0,65.07,2054.63,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,390.4133,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,410.897,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,801.3103,0,112.56,1786.21,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,752.5409,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.4453,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1447.9861999999998,0,124.58,1961.75,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,264.4639,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,263.7878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,528.2517,0,146.35,1167.18,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,266.6047,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,248.2173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,514.822,0,150.17,1197.62,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,268.8237,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,301.9153,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,570.739,0,135.45,1080.29,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,351.9236,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,220.5397,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,572.4633,0,67.52,2124.76,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
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-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,759.5362,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,596.1779,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1355.7141,0,133.06,2095.27,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,749.1329,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.2144,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1444.3473,0,124.89,1966.7,
-80,16384,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
-80,16384,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
-80,16384,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,140.8771,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,134.5253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,275.4024,0,70.18,1127.0,
-80,16384,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
-256,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,328.7665,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,403.3563,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,732.1228,0,123.2,1955.01,
-256,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,553.5171,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,421.0368,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,974.5539,0,185.1,2914.76,
-256,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,572.8802,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,420.9959,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,993.8761,0,181.5,2858.1,
-256,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,128.833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,473.6369,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,602.4699,0,128.32,1023.39,
-256,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,329.0517,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,400.2276,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,729.2793,0,123.68,1962.63,
-256,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,553.6587,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,425.3929,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,979.0516,0,184.25,2901.37,
-256,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,575.7451,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,426.4277,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1002.1728,0,180.0,2834.43,
-256,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,327.5497,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,402.6535,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,730.2032,0,123.52,1960.15,
-256,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,64,0,133.8828,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,474.349,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,608.2318,0,127.11,1013.7,
-80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
-80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
-80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
-80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
-80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
-80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
-80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
-80,16384,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,827.4898,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,827.4898,1,122.62,1736.35,
-80,16384,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
-80,16384,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
-256,16384,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,86.9012,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,86.7313,moe_ck2stages_gemm2_256x128x64x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,173.6325,0,222.62,3575.12,
-256,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,32,0,359.4797,_ZN5aiter52fmoe_bf16_blockscaleFp8_g1u1_novs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,359.4797,1,250.9,3981.61,
-80,1,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,39.59,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,13.014,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,52.604,0,1.88,26895.53,
-80,2,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,41.4577,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,19.353,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,60.8107,0,3.26,23266.2,
-80,4,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,48.5685,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,32.2906,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,80.8591,0,4.9,17498.06,
-80,8,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,72.5315,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,52.4907,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,125.0222,0,6.34,11317.7,
-80,16,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,122.8339,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,81.6731,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,204.507,0,7.75,6919.74,
-80,32,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,201.5918,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,7.5%,129.3064,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,330.8982,0,9.58,4277.69,
-80,64,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,430.9915,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,430.9915,1,14.71,3285.84,
-80,128,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,285.6053,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,3.7%,204.5325,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,490.1378,0,25.88,2892.13,
-80,256,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,302.4733,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,2.5%,221.0756,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,523.5489,0,48.45,2712.82,
-80,1024,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,826.1396,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,826.1396,1,122.82,1739.19,
-80,2048,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1278.9473,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1278.9473,1,158.68,1140.65,
-80,1,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,39.3207,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,12.9446,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,52.2653,0,1.69,26964.5,
-80,2,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,40.8689,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,18.1489,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.2%,59.0178,0,2.98,23879.73,
-80,4,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,46.2328,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.7%,28.8818,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,75.1146,0,4.69,18762.96,
-80,8,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,64.2093,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,1.8%,45.801,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.4%,110.0103,0,6.41,12812.06,
-80,16,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,116.5659,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,74.8227,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,191.3886,0,7.36,7365.28,
-80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,192.7713,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,6.2%,126.9169,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,319.6882,0,8.82,4410.47,
-80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,412.7488,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,412.7488,1,13.66,3417.73,
-80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,285.3733,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,6.3%,202.3184,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,487.6917,0,23.12,2895.35,
-80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,295.5849,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,214.8909,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.3%,510.4758,0,44.17,2771.51,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,271.6424,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,302.5119,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,574.1543,0,134.65,1073.86,
+80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,301.0401,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,279.1768,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,580.2169,0,38.86,2438.38,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,300.6316,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,279.9782,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,580.6098,0,38.84,2436.73,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,280.8024,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,303.8392,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,584.6415999999999,0,19.28,2415.22,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,377.9925,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,208.2557,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,586.2482,0,9.62,4808.99,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.1056,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,314.319,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.4%,586.4246,0,131.83,1051.39,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,375.1735,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,214.1587,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,589.3322,0,9.57,4783.82,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,374.0904,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,216.3424,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,590.4328,0,9.55,4774.9,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,287.1619,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,303.9818,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,591.1437000000001,0,19.07,2388.66,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,304.03,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,287.1332,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,591.1632,0,76.29,2402.55,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,285.1047,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,312.3733,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,597.478,0,18.87,2363.33,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,370.0464,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,232.0003,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,602.0467,0,9.36,4682.79,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,316.0831,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,287.2443,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,603.3274,0,74.75,2354.11,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,369.4651,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,236.5581,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,606.0232,0,9.3,4652.07,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,368.433,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,237.6243,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,606.0572999999999,0,4.65,4652.18,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,312.6244,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,296.8907,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,609.5151,0,73.99,2330.21,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,376.8336,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,233.1548,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,609.9884,0,4.62,4622.2,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,369.2362,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,241.8314,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.9%,611.0676,0,9.23,4613.66,
+80,32,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,367.326,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,243.7681,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,611.0941,0,4.61,4613.84,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,314.4244,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,297.6385,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,612.0629,0,73.68,2320.51,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,292.8938,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_silu_F8_F8_B16,0.0%,319.6213,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,612.5151000000001,0,36.81,2309.81,
+80,32,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,368.8396,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,244.9596,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,613.7992,0,4.59,4593.51,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,372.7495,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,246.5629,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.5%,619.3124,0,9.1,4552.24,
+80,64,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,622.6569,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,6.9%,0.0,Null,0.0%,622.6569,1,90.53,2336.28,
+80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,301.3686,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,321.4971,moe_ck2stages_gemm2_256x32x64x256_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,622.8657000000001,0,36.2,2271.42,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,363.9112,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,259.8372,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,623.7484,0,9.04,4519.87,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,367.8369,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.0%,260.1737,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,628.0106000000001,0,8.98,4489.19,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,363.3125,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,265.3606,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,628.6731,0,8.97,4484.46,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,366.9854,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,263.1156,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,630.101,0,8.95,4474.3,
+80,256,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,302.8986,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,328.0652,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,630.9638,0,35.74,2242.27,
+80,64,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,631.2833,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,631.2833,1,89.3,2304.36,
+80,512,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.int8,torch.int8,QuantType.per_Tensor,1,0,64,0,386.1143,_ZN5aiter49fmoe_stage1_bf16_pertokenInt8_g1u1_64x128_2tg_pf3E,0.0%,250.0186,moe_ck2stages_gemm2_256x64x128x256_1x4_MulABScaleExpertWeight_v3_Nswizzle0_Quant1_MulRoutedWeight1_I8_I8_B16,2.1%,636.1329000000001,0,243.06,964.29,
+80,512,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,64,0,373.4158,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_64x128_2tg_pf3E,0.0%,268.4886,moe_ck2stages_gemm2_256x64x128x256_1x4_MulABScaleExpertWeight_v3_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.3%,641.9044,0,240.88,955.62,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,305.4473,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,349.9039,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,655.3512000000001,0,68.81,2167.23,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,310.6611,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,349.0712,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,659.7322999999999,0,68.36,2152.84,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,305.7627,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,359.7434,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,665.5061000000001,0,67.76,2134.16,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,272.3833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,410.5794,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,682.9627,0,3.54,884.93,
+80,32,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,276.3545,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,408.058,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,684.4125,0,3.53,883.05,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,438.1766,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,247.4425,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,685.6191,0,4.11,8222.65,
+80,128,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,687.274,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.2%,0.0,Null,0.0%,687.274,1,164.04,2118.63,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,442.5097,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,249.4045,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,691.9142,0,4.07,8147.84,
+80,8,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
+80,2,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
+80,4,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
+80,1,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
+80,16,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,438.8756,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,256.4253,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,695.3009,0,4.05,8108.15,
+80,16,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
+80,1,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
+80,8,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
+80,2,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
+80,4,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,440.6719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,255.5291,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,696.201,0,4.05,8097.67,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,384.4754,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,319.2123,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,703.6877,0,64.09,2018.36,
+80,32,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,272.2826,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,435.0107,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.9%,707.2933,0,3.42,854.49,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,388.2337,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,321.3807,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,709.6144,0,63.55,2001.5,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,395.4189,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,320.7407,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,716.1596,0,62.97,1983.21,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,398.4468,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,319.45,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,717.8968,0,62.82,1978.41,
 80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,718.9196,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,718.9196,1,125.46,1990.91,
-80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1195.0627,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1195.0627,1,150.94,1216.11,
-80,1,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,14.7181,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,8.8578,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,23.5759,0,1.6,12809.78,
-80,2,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,16.1962,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,10.9481,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,27.1443,0,2.78,11126.26,
-80,4,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,22.6085,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,21.8513,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,44.4598,0,3.4,6793.53,
-80,8,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,26.7393,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,30.591,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,57.3303,0,5.27,5269.26,
-80,16,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,16,0,44.9474,moe_ck2stages_gemm1_256x16x64x256_1x4_MulABScale_v1_Nswizzle0_Quant2_MulRoutedWeight0_silu_F8_F8_B16,0.0%,44.429,moe_ck2stages_gemm2_64x16x64x64_1x1_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.1%,89.3764,0,6.76,3381.05,
-80,32,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,130.6754,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,130.6754,1,9.24,2314.0,
-80,40,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,132.1174,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,132.1174,1,11.43,2289.49,
-80,64,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,135.0415,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,135.0415,1,17.89,2242.1,
-80,128,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,136.8626,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,136.8626,1,35.3,2218.01,
-80,256,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,144.1889,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,144.1889,1,67.02,2116.22,
-80,512,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,211.5621,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,211.5621,1,91.36,1457.17,
-80,1024,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,290.2352,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,290.2352,1,133.18,1083.85,
-80,2048,4096,192,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,553.26,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x192E,0.0%,0.0,Null,0.0%,553.26,1,139.73,591.32,
-256,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,328.7665,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,403.3563,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,732.1228,0,123.2,1955.01,
-256,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,328.7665,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,403.3563,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,732.1228,0,123.2,1955.01,
-80,4096,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
-80,8192,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
-80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
-80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
-80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,390.4133,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,410.897,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,801.3103,0,112.56,1786.21,
+80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,723.0851,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,723.0851,1,124.74,1979.44,
+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,723.0851,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,723.0851,1,124.74,1979.44,
+80,64,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,275.5136,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,479.9084,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,755.422,0,6.4,800.57,
+80,64,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,275.6717,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,483.604,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,759.2757,0,6.36,796.5,
+80,128,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,772.5524,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,772.5524,1,145.94,1884.76,
+80,128,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,280.3229,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,496.6503,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,776.9732,0,12.44,779.37,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,283.5484,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,497.074,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,780.6224,0,12.38,775.73,
+80,128,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,282.1267,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,500.0393,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,782.166,0,12.36,774.2,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,500.4382,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,283.1229,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.9%,783.5611,0,14.39,3598.89,
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-80,4096,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
-80,8192,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,141.5184,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,122.9113,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,264.4297,0,73.09,1173.77,
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-80,8192,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,285.499,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,233.8056,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,519.3046,0,74.44,1195.36,
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+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,390.4133,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,410.897,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,801.3103,0,112.56,1786.21,
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+80,64,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,485.1197,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,319.3392,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,804.4589000000001,0,7.01,3505.97,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,493.7026,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,313.5552,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,807.2578000000001,0,6.98,3493.81,
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+80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,398.3967,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,410.8972,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,809.2939,0,111.45,1768.59,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,508.1175,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,301.8424,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.8%,809.9599,0,13.92,3481.59,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,296.1626,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,515.0018,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,811.1644,0,23.83,748.46,
+80,256,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,296.2706,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,517.6107,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,813.8813,0,23.75,745.96,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,517.7397,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,297.5602,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.9%,815.2999,0,13.83,3458.79,
+80,64,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,486.2218,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,330.374,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,816.5958,0,6.9,3453.86,
+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
+80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
+80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
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+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,394.9761,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,427.6178,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,822.5939,0,109.65,1739.99,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,394.9761,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,427.6178,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,822.5939,0,109.65,1739.99,
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+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,394.9761,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,427.6178,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,822.5939,0,109.65,1739.99,
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-80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
-80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
-256,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,367.9317,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0,367.9317,1,245.14,3890.14,
-256,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,367.9317,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0,367.9317,1,245.14,3890.14,
-256,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,333.1281,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf2E,0.0%,249.1231,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,582.2512,0,309.81,4878.64,
-256,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,333.1281,_ZN5aiter47fmoe_stage1_bf16_pertokenFp8_g1u1_32x64_4tg_pf2E,0.0%,249.1231,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,582.2512,0,309.81,4878.64,
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+80,32768,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,827.4898,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,827.4898,1,122.62,1736.35,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,509.0501,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,326.8678,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,835.9178999999999,0,13.49,3373.48,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,502.1489,moe_ck2stages_gemm1_256x32x64x128_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,339.9999,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.4%,842.1488,0,13.39,3348.52,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,510.6484,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,335.3164,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,845.9648,0,13.33,3333.41,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,495.9422,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,361.1859,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,857.1281,0,13.15,3290.0,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,516.6341,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,344.0188,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,860.6529,0,13.1,3276.52,
+80,512,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,316.2687,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,545.4219,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,861.6906,0,44.86,708.23,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,319.2415,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,544.9096,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,864.1511,0,44.73,706.21,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,507.5861,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,362.0567,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.4%,869.6428,0,12.96,3242.65,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,510.4385,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,361.3331,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,871.7716,0,12.93,3234.73,
+80,512,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,324.2019,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,548.1039,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.5%,872.3058,0,44.31,699.61,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
 80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
-256,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,329.0517,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,400.2276,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,729.2793,0,123.68,1962.63,
-256,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,329.0517,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,400.2276,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,729.2793,0,123.68,1962.63,
-80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,394.0843,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,517.6212,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,911.7055,0,98.93,1569.92,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.4171,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,354.8123,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.2293999999999,0,87.93,1392.97,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,504.1748,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,378.662,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.9%,882.8368,0,12.77,3194.19,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
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+80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
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+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
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+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,394.0843,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,517.6212,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,911.7055,0,98.93,1569.92,
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-256,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,168.3246,moe_ck2stages_gemm1_256x64x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,205.6813,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,374.0059,0,241.16,3826.96,
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-256,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,328.7642,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_64x128_2tg_pf2E,0.0%,226.0569,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,554.8211,0,325.13,5119.83,
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+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,569.0736,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,348.0744,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,917.148,0,24.59,3076.19,
+80,128,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,560.7307,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,356.8918,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,917.6225,0,12.29,3075.6,
+80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
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+80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
 80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,390.1172,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf3E,0.0%,531.1275,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,1.6%,921.2447,0,97.9,1553.67,
-256,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,128,0,92.6237,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,125.9531,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,218.5768,0,353.69,2820.81,
-256,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,128,0,92.6237,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,125.9531,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,0.5%,218.5768,0,353.69,2820.81,
-256,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,94.4833,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,162.4132,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,256.8965,0,300.94,2400.04,
-256,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,94.4833,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,162.4132,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,256.8965,0,300.94,2400.04,
-256,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,171.882,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,152.5554,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,324.4374,0,238.29,3774.96,
-256,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,171.882,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,152.5554,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,324.4374,0,238.29,3774.96,
-256,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,325.8822,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,228.9235,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,554.8057,0,162.57,5133.21,
-256,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,325.8822,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,228.9235,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,554.8057,0,162.57,5133.21,
-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,128,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,568.3004,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,363.255,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,931.5554,0,12.1,3029.6,
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+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,579.7023,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.1%,364.33,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,944.0323,0,23.89,2988.59,
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+80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,583.1963,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf3E,0.1%,372.1123,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,955.3086,0,23.6,2953.31,
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+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,570.6719,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,417.051,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,987.7229,0,22.83,2856.39,
+80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,570.8776,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,416.9556,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,987.8332,0,22.83,2856.07,
+80,256,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,588.4224,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,400.0835,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,988.5059,0,22.81,2858.77,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,591.8466,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,398.0473,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,989.8939,0,45.56,2852.91,
+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,582.0633,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,408.0174,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,990.0807,0,22.77,2849.59,
+80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,571.3867,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,421.5456,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,992.9323,0,22.71,2841.41,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,601.7144,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,402.2826,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1003.997,0,44.92,2812.83,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,610.1172,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,408.2756,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1018.3928,0,44.28,2773.07,
+80,256,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1021.9423,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,1021.9423,1,220.64,1427.51,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,591.7744,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,430.4532,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1022.2276,0,44.12,2762.67,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,621.3374,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,402.5935,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1023.9309,0,44.04,2767.03,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,595.5339,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,429.8353,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1025.3692,0,43.98,2754.21,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,617.3315,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,411.0096,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1028.3411,0,43.85,2755.17,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,597.6775,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,432.5419,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1030.2194,0,43.77,2741.24,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,600.7597,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,432.403,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1033.1627,0,43.65,2733.43,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,615.4904,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,418.179,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1033.6694,0,43.63,2732.09,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,624.0096,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf2E,0.0%,411.5878,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1035.5974,0,87.09,2732.32,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,625.392,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x128_3tg_pf3E,0.0%,411.3256,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1036.7176,0,87.0,2729.37,
+80,512,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,617.8863,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,423.4145,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.3%,1041.3008,0,43.31,2720.88,
+80,512,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,619.5779,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,428.3394,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1047.9173,0,43.04,2703.7,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,625.1681,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf2E,0.0%,436.7729,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1061.941,0,84.93,2664.54,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,626.1058,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x256_2tg_pf2E,0.0%,442.0281,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1068.1339,0,84.44,2649.09,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,619.0301,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf2E,0.0%,468.3093,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1087.3393999999998,0,82.95,2602.3,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,620.397,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,467.8512,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1088.2482,0,82.88,2600.13,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,618.0944,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.1%,476.0445,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1094.1389,0,82.43,2586.13,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,617.4891,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,481.3596,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1098.8487,0,82.08,2575.04,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,712.3917,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,389.8042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1102.1959,0,5.11,5115.3,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,708.8776,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,395.3054,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1104.183,0,5.11,5106.09,
+80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
 80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,560.9966,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,549.7671,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.6%,1110.7637,0,81.2,1288.58,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,556.9903,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,555.6941,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1112.6844,0,81.06,1286.35,
+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,557.7338,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,556.9381,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1114.6719,0,80.92,1284.06,
+80,32,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,714.79,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,400.2169,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,1115.0069,0,5.06,5056.53,
+80,32,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,714.05,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,401.6611,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.4%,1115.7111,0,5.05,5053.34,
+80,256,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,1166.708,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.9%,0.0,Null,0.0%,1166.708,1,193.27,1250.38,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1195.0627,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1195.0627,1,150.94,1216.11,
+80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1195.0627,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1195.0627,1,150.94,1216.11,
+80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1195.0627,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1195.0627,1,150.94,1216.11,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,703.0772,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,515.3501,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.7%,1218.4273,0,74.03,2322.32,
+80,512,6144,4096,8,2,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,774.6328,moe_ck2stages_gemm1_256x64x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,459.0113,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCastExpertWeight_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.3%,1233.6441,0,125.34,989.38,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,725.7726,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,508.3457,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1234.1183,0,73.08,2292.8,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,727.1819,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,509.1783,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1236.3602,0,72.95,2288.64,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,734.3088,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,509.0543,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1243.3631,0,72.54,2275.75,
+80,4096,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1278.9473,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1278.9473,1,158.68,1140.65,
+80,8192,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1278.9473,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1278.9473,1,158.68,1140.65,
+80,2048,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1278.9473,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x256E,0.0%,0.0,Null,0.0%,1278.9473,1,158.68,1140.65,
+80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,2048,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,1024,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,16384,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,16384,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,2048,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,1024,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,784.9765,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,567.3861,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1352.3626,0,66.69,2105.89,
+80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,2048,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,16384,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,1024,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,495.1237,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,858.9692,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1354.0929,0,57.09,455.33,
+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
+80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
+80,2048,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
+80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
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+80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,759.5362,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,596.1779,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1355.7141,0,133.06,2095.27,
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-80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
-80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
-256,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,572.8802,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,420.9959,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,993.8761,0,181.5,2858.1,
-256,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,16,0,572.8802,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.1%,420.9959,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.8%,993.8761,0,181.5,2858.1,
-80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
+80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,759.5362,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,596.1779,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1355.7141,0,133.06,2095.27,
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+80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
+80,16384,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
+80,1024,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,64,0,509.2109,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,865.0837,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.4%,1374.2946,0,56.25,448.64,
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-256,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,128,0,169.6864,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,153.1648,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,322.8512,0,239.46,3793.5,
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-256,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,64,0,649.3028,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,368.4383,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1017.7411,0,177.24,5567.73,
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-256,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,327.5497,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,402.6535,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,730.2032,0,123.52,1960.15,
-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,785.2244,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,600.8826,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,1.6%,1386.107,0,65.07,2054.63,
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+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,763.616,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,611.4583,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,1375.0743,0,131.18,2065.77,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
+80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,762.665,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,620.1682,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,1382.8332,0,130.45,2054.18,
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+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
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+80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
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+80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,761.7135,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,621.4747,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,3.3%,1383.1882,0,130.42,2053.66,
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-256,4096,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,92.5497,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,158.3452,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,250.8949,0,308.13,2457.45,
-256,8192,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,128,0,92.5497,_ZN5aiter54fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_128x128_pf3E,0.0%,158.3452,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,250.8949,0,308.13,2457.45,
-256,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,333.2413,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf2E,0.0%,244.2778,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,577.5191,0,312.35,4918.61,
-256,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,32,0,333.2413,_ZN5aiter56fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x64_4tg_pf2E,0.0%,244.2778,moe_ck2stages_gemm2_256x32x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,577.5191,0,312.35,4918.61,
-256,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,64,0,162.8098,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf2E,0.0%,221.1124,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,383.9222,0,234.93,3728.12,
-256,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,64,0,162.8098,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf2E,0.0%,221.1124,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,383.9222,0,234.93,3728.12,
-256,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,647.0892,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,363.288,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1010.3772,0,178.54,5608.31,
-256,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,647.0892,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,363.288,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1010.3772,0,178.54,5608.31,
-256,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,328.9474,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_64x256_pf2E,0.0%,225.6663,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,554.6137,0,325.25,5121.75,
-256,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,328.9474,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_64x256_pf2E,0.0%,225.6663,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,2.8%,554.6137,0,325.25,5121.75,
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-256,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,0,32,0,366.6991,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_gelu_1tg_32x256E,0.0%,0.0,Null,0,366.6991,1,245.96,3903.22,
-80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
-80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
-80,4096,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
-80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.5384,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,372.5179,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.5%,896.0563,0,86.28,1366.81,
-80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
-80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
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-256,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,128,0,171.7102,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,144.3167,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,316.0269,0,244.63,3875.42,
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-80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
-80,8192,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
-80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,4096,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
-80,8192,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
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-80,8192,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
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-80,8192,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
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-80,4096,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
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-256,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,326.6863,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,223.1283,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,549.8146,0,164.04,5179.81,
-80,32768,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,827.4898,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,827.4898,1,122.62,1736.35,
-256,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,575.7451,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.1%,426.4277,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1002.1728,0,180.0,2834.43,
-80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,64,0,500.5853,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,854.6331,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1355.2184,0,57.05,454.95,
-256,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,128,0,171.8959,moe_ck2stages_gemm1_256x128x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,144.4775,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,316.3734,0,244.36,3871.17,
-80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,1,32,0,269.4957,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight1_silu_F8_F8_B16,0.0%,248.2335,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,517.7292,0,149.32,1190.9,
-256,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,64,0,644.3248,moe_ck2stages_gemm1_256x64x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,363.2348,moe_ck2stages_gemm2_256x64x128x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1007.5596,0,179.04,5623.99,
-80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,723.0851,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x256E,0.0%,0.0,Null,0.0%,723.0851,1,124.74,1979.44,
+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.417,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,717.4604,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,3.3%,1467.8774,0,122.89,1935.17,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
 80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,750.5786,_ZN5aiter44fmoe_stage1_bf16_pertokenFp8_g1u1_32x512_pf3E,0.0%,718.1941,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,2.8%,1468.7727,0,122.82,1933.99,
-80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,781.9082,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,569.3894,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1351.2976,0,66.75,2107.55,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,985.8866,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,559.8234,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.5%,1545.71,0,7.29,3648.15,
+80,64,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,979.7129,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,568.5654,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1548.2783,0,7.28,3642.1,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,998.4164,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,561.412,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.9%,1559.8284,0,7.23,3615.13,
+80,64,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1025.0488,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,559.4474,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1584.4962,0,7.12,3558.85,
+80,512,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,1749.1923,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.4%,0.0,Null,0.0%,1749.1923,1,257.82,837.15,
+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1118.5366,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,643.0011,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1761.5377,0,12.8,3202.21,
+80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1135.1695,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,627.8855,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1763.0549999999998,0,12.79,3199.45,
+80,128,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1128.3663,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,636.7004,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1765.0667,0,12.77,3195.81,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,128,0,27.2341,moe_ck2stages_gemm1_256x128x128x128_1x4_TypeCastExpertWeight_v3_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,1749.6879,moe_ck2stages_gemm2_256x128x128x64_1x4_TypeCast_v3_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1776.9219999999998,0,50.76,3180.68,
+80,128,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1134.7112,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,643.4691,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1778.1803,0,12.68,3172.24,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1149.8246,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,670.1762,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1820.0008,0,24.78,3101.36,
+80,256,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1171.5851,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,662.7687,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1834.3538,0,24.58,3077.1,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1174.4719,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,676.1183,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1850.5902,0,24.37,3050.1,
+80,256,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1186.9346,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,673.7193,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1860.6539,0,24.24,3033.6,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1027.6111,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_silu_F8_F8_B16,0.0%,841.9358,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1869.5469,0,96.49,1519.4,
+80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,16,0,1032.1656,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,839.6044,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,1871.77,0,96.37,1517.6,
+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1040.5956,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,844.24,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1884.8356,0,95.71,1507.08,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,1059.0782,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,841.9574,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1901.0356,0,94.89,1494.23,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1216.8417,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,726.8006,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,1943.6423,0,46.4,2907.85,
+80,512,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1257.2784,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,722.716,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,1979.9944,0,45.55,2854.46,
+80,512,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1256.2287,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,729.0988,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,1985.3275,0,45.43,2846.8,
+80,512,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,2209.3824,_ZN5aiter47fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_32x256E,0.8%,0.0,Null,0.0%,2209.3824,1,204.12,662.78,
+80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
+80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1551.7224,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,998.809,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2550.5314,0,70.73,2221.7,
+80,1024,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
 80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
-80,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,1,16,0,558.3594,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_silu_F8_F8_B16,0.0%,555.8992,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,1114.2586,0,80.95,1284.54,
-80,32768,2048,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,144.9248,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,123.3403,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,268.2651,0,72.05,1156.98,
+80,4096,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
+80,2048,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
+80,16384,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
+80,8192,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4364,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,1026.4073,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,3.3%,2571.8437000000004,0,70.14,2203.29,
+80,4096,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
+80,16384,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
 80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
-256,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,1,64,0,328.6203,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x256_pf2E,0.0%,227.39,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,556.0102999999999,0,324.43,5108.88,
-256,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Token,1,1,64,0,163.9563,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_64x128_2tg_pf3E,0.0%,218.341,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,382.2973,0,235.93,3743.96,
-80,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,749.1329,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.2144,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1444.3473,0,124.89,1966.7,
-256,32768,7168,512,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,1,16,0,553.6587,moe_ck2stages_gemm1_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight1_gelu_F8_F8_B16,0.1%,425.3929,moe_ck2stages_gemm2_256x16x128x256_1x4_MulABScaleExpertWeightA8W8blkscale_v1_Nswizzle0_Quant4_MulRoutedWeight0_F8_F8_B16,16.7%,979.0516,0,184.25,2901.37,
-80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,524.8862,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_gelu_B16_B16_B16,0.0%,354.9441,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,879.8303000000001,0,87.87,1392.01,
-80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Tensor,1,0,32,0,388.4815,moe_ck2stages_gemm1_256x32x64x256_1x4_MulABScale_v1_Nswizzle0_Quant1_MulRoutedWeight0_gelu_F8_F8_B16,0.0%,429.5016,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.6%,817.9830999999999,0,110.26,1749.8,
-80,32768,2048,192,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,143.5168,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,134.0455,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.0%,277.5623,0,69.63,1118.23,
-80,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,272.9741,_ZN5aiter48fmoe_stage1_bf16_pertokenFp8_g1u1_32x128_3tg_pf3E,0.0%,313.1772,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight1_F8_F8_B16,0.5%,586.1513,0,131.89,1051.88,
-80,32768,4096,192,128,8,ActivationType.Gelu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,286.2896,moe_ck2stages_gemm1_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_gelu_B16_B16_B16,0.0%,254.7276,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.1%,541.0172,0,71.45,1147.39,
-256,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_1x128,1,0,64,0,128.833,moe_ck2stages_gemm1_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight0_gelu_F8_F8_B16,0.1%,473.6369,moe_ck2stages_gemm2_256x64x128x128_1x4_MulABScaleExpertWeightA8W8blkscale_v3_Nswizzle0_Quant4_MulRoutedWeight1_F8_F8_B16,15.6%,602.4699,0,128.32,1023.39,
-80,32768,7168,256,256,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,385.5365,_ZN5aiter57fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x256_2tg_pf3E,0.0%,515.5173,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,901.0538,0,100.1,1588.48,
-256,32768,4096,384,128,8,ActivationType.Gelu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,1,128,0,93.1182,moe_ck2stages_gemm1_256x128x64x128_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_gelu_F8_F8_B16,0.0%,125.1912,moe_ck2stages_gemm2_256x128x128x128_1x4_TypeCast_v3_Nswizzle0_Quant1_MulRoutedWeight0_F8_F8_B16,0.0%,218.3094,0,354.13,2824.26,
-80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,1,32,0,752.5409,_ZN5aiter53fmoe_stage1_bf16_pertokenFp8_doweight_g1u1_32x512_pf3E,0.0%,695.4453,moe_ck2stages_gemm2_256x32x64x128_1x4_MulABScaleExpertWeight_v1_Nswizzle0_Quant2_MulRoutedWeight0_F8_F8_B16,0.0%,1447.9861999999998,0,124.58,1961.75,
-256,32768,7168,256,256,8,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fn,torch.float8_e4m3fn,QuantType.per_Tensor,1,0,64,0,171.438,moe_ck2stages_gemm1_256x64x64x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight0_silu_F8_F8_B16,0.0%,205.2641,moe_ck2stages_gemm2_256x64x128x256_1x4_TypeCast_v1_Nswizzle0_Quant1_MulRoutedWeight1_F8_F8_B16,1.3%,376.7021,0,239.43,3799.57,
-80,32768,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,1,32,0,1538.2556,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_silu_B16_B16_B16,0.0%,1005.4051,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_B16_B16_B16,0.0%,2543.6607,0,70.92,2227.7,
-80,32768,4096,384,128,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,523.4769,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,371.6201,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,0.4%,895.097,0,86.37,1368.27,
-
+80,1024,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
+80,8192,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
+80,2048,7168,512,256,8,ActivationType.Silu,torch.bfloat16,torch.bfloat16,torch.bfloat16,QuantType.No,1,0,32,0,1545.4564,moe_ck2stages_gemm1_256x32x64x128_1x4_TypeCast_v1_Nswizzle0_Quant0_MulRoutedWeight0_silu_B16_B16_B16,0.0%,1031.1042,moe_ck2stages_gemm2_256x32x64x64_1x4_TypeCastExpertWeight_v1_Nswizzle0_Quant0_MulRoutedWeight1_B16_B16_B16,2.8%,2576.5606,0,70.01,2199.25,
+80,2048,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,32768,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,16384,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter48fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_ps_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,4096,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,8192,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,1024,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_Token,1,0,32,0,3226.5114,_ZN5aiter45fmoe_bf16_pertokenFp8_g1u1_vs_silu_1tg_32x512E,5.3%,0.0,Null,0.0%,3226.5114,1,279.54,457.26,
+80,32768,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
+80,16384,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
+80,4096,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
+80,2048,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
+80,8192,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,
+80,1024,7168,2048,33,10,ActivationType.Silu,torch.bfloat16,torch.float8_e4m3fnuz,torch.float8_e4m3fnuz,QuantType.per_1x128,1,0,32,0,4205.8762,_ZN5aiter50fmoe_bf16_blockscaleFp8_g1u1_vs_silu_1tg_ps_32x256E,0.9%,0.0,Null,0.0%,4205.8762,1,214.45,350.78,