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[Config] configs: add tuned configs for Qwen3-VL-235B MXFP4 (gfx950) #4554

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Merged
yifehuan merged 4 commits into from
Aug 27, 2026
Merged

[Config] configs: add tuned configs for Qwen3-VL-235B MXFP4 (gfx950) #4554

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ed4b626
configs: add Qwen3-VL-235B MXFP4 tuning for gfx950
vorapolsiloai Aug 4, 2026
169f1b3
configs: expand Qwen3-VL-235B MXFP4 tuned shapes
vorapolsiloai Aug 4, 2026
ce421f8
configs: remove superseded BF16 tuning rows
vorapolsiloai Aug 18, 2026
bfa8005
configs: retune Qwen3-VL GEMMs on padded-M grid
vorapolsiloai Aug 26, 2026
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88 changes: 88 additions & 0 deletions aiter/configs/model_configs/q3vl_a4w4_blockscale_tuned_gemm.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,88 @@
gfx,cu_num,M,N,K,kernelId,splitK,us,kernelName,tflops,bw,errRatio
gfx950,256,1,1280,4096,21,0,8.368,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,1.25,313.82,0.0
gfx950,256,2,1280,4096,21,0,8.439,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,2.49,311.73,0.0
gfx950,256,4,1280,4096,21,0,8.0574,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,5.21,327.63,0.0
gfx950,256,8,1280,4096,21,0,8.258,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,10.16,321.91,0.0
gfx950,256,16,1280,4096,21,0,8.3639,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,20.06,322.24,0.0
gfx950,256,32,1280,4096,21,0,8.8876,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,37.75,311.55,0.0
gfx950,256,64,1280,4096,21,0,8.9594,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,74.9,325.51,0.0
gfx950,256,128,1280,4096,21,0,8.4833,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,158.21,378.54,0.0
gfx950,256,256,1280,4096,21,0,8.4214,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,318.75,451.36,0.0
gfx950,256,512,1280,4096,21,0,8.6706,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,619.19,574.44,0.0
gfx950,256,1024,1280,4096,29,0,10.3347,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,1038.97,710.23,0.0
gfx950,256,2048,1280,4096,37,0,13.2011,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_96x128E,1626.75,913.46,0.0
gfx950,256,4096,1280,4096,38,0,19.6561,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_96x256E,2185.06,1093.59,0.0
gfx950,256,8192,1280,4096,50,0,29.3731,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_192x256E,2924.42,1374.39,0.0
gfx950,256,16384,1280,4096,44,0,58.5024,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x384E,2936.61,1335.31,0.0
gfx950,256,32768,1280,4096,54,0,98.0984,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3502.58,1565.94,0.0
gfx950,256,1,2304,4096,21,0,8.3986,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,2.25,562.62,0.0
gfx950,256,2,2304,4096,21,0,8.4234,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,4.48,561.76,0.0
gfx950,256,4,2304,4096,21,0,8.835,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,8.55,537.09,0.0
gfx950,256,8,2304,4096,21,0,8.9918,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,16.79,530.69,0.0
gfx950,256,16,2304,4096,21,0,8.7857,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,34.37,549.2,0.0
gfx950,256,32,2304,4096,29,0,9.5535,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,63.22,516.21,0.0
gfx950,256,64,2304,4096,21,0,9.1826,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,131.55,560.25,0.0
gfx950,256,128,2304,4096,21,0,9.0942,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,265.65,612.54,0.0
gfx950,256,256,2304,4096,21,0,8.9586,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,539.35,716.91,0.0
gfx950,256,512,2304,4096,29,0,10.3874,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,930.33,782.34,0.0
gfx950,256,1024,2304,4096,37,0,12.8648,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_96x128E,1502.34,896.58,0.0
gfx950,256,2048,2304,4096,46,0,16.972,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x128E,2277.56,1081.2,0.0
gfx950,256,4096,2304,4096,47,0,26.8211,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,2882.41,1192.4,0.0
gfx950,256,8192,2304,4096,47,0,54.6636,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,2828.55,1083.8,0.0
gfx950,256,16384,2304,4096,44,0,91.8601,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x384E,3366.4,1238.52,0.0
gfx950,256,32768,2304,4096,54,0,167.3253,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3696.24,1331.67,0.0
gfx950,256,1,4096,2048,21,0,6.0264,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,2.78,697.52,0.0
gfx950,256,2,4096,2048,21,0,6.1346,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,5.47,686.72,0.0
gfx950,256,4,4096,2048,29,0,6.5631,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,10.23,644.69,0.0
gfx950,256,8,4096,2048,29,0,6.2023,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,21.64,688.14,0.0
gfx950,256,16,4096,2048,29,0,6.2688,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,42.82,692.6,0.0
gfx950,256,32,4096,2048,29,0,6.5266,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,82.26,687.83,0.0
gfx950,256,64,4096,2048,21,0,7.0406,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,152.51,679.51,0.0
gfx950,256,128,4096,2048,21,0,7.0138,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,306.18,766.2,0.0
gfx950,256,256,4096,2048,21,0,6.6158,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,649.2,990.6,0.0
gfx950,256,512,4096,1024,29,0,6.0414,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,710.92,1084.78,0.0
gfx950,256,512,4096,2048,29,0,7.669,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,1120.09,1162.2,0.0
gfx950,256,1024,4096,1024,0,0,7.7724,a4w4_blockscale_256x64x128x128_16x16_16x16_8x32x1_8x32x1_1x32x1x8_8_2x2_intrawave_v3,1105.18,1416.56,0.0
gfx950,256,1024,4096,2048,42,0,10.6522,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x128E,1612.8,1279.69,0.0
gfx950,256,2048,4096,1024,9,0,11.7776,a4w4_blockscale_256x128x256x128_16x16_16x16_8x32x1_8x32x1_1x32x1x8_8_2x2_intrawave_v3,1458.69,1691.6,0.0
gfx950,256,2048,4096,2048,43,0,15.1254,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x256E,2271.66,1525.16,0.0
gfx950,256,4096,4096,1024,54,0,16.0201,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,2144.79,2356.34,0.0
gfx950,256,4096,4096,2048,54,0,23.4175,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,2934.54,1791.1,0.0
gfx950,256,8192,4096,1024,54,0,32.5015,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,2114.35,2258.37,0.0
gfx950,256,8192,4096,2048,54,0,45.2903,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3034.62,1759.58,0.0
gfx950,256,16384,4096,1024,54,0,60.4157,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,2274.89,2395.13,0.0
gfx950,256,16384,4096,2048,54,0,84.0982,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3268.53,1845.33,0.0
gfx950,256,32768,4096,1024,36,0,117.1407,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_64x1024E,2346.56,2452.69,0.0
gfx950,256,32768,4096,2048,54,0,166.9903,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3292.14,1833.54,0.0
gfx950,256,1,4608,4096,21,0,8.7269,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,4.33,1082.68,0.0
gfx950,256,2,4608,4096,21,0,8.4284,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,8.96,1122.36,0.0
gfx950,256,4,4608,4096,21,0,8.499,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,17.77,1115.69,0.0
gfx950,256,8,4608,4096,21,0,9.0214,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,33.47,1056.08,0.0
gfx950,256,16,4608,4096,21,0,8.6188,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,70.08,1115.86,0.0
gfx950,256,32,4608,4096,21,0,9.281,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,130.15,1055.67,0.0
gfx950,256,64,4608,4096,21,0,8.8593,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,272.7,1146.6,0.0
gfx950,256,128,4608,4096,21,0,8.699,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,555.45,1250.6,0.0
gfx950,256,256,4608,4096,29,0,10.8917,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,887.25,1131.21,0.0
gfx950,256,512,4608,4096,37,0,12.2441,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_96x128E,1578.5,1241.77,0.0
gfx950,256,1024,4608,4096,46,0,15.4062,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x128E,2509.04,1361.24,0.0
gfx950,256,2048,4608,4096,47,0,25.9683,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,2977.07,1251.75,0.0
gfx950,256,4096,4608,4096,47,0,51.1459,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,3023.09,1086.59,0.0
gfx950,256,8192,4608,4096,44,0,91.7065,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x384E,3372.04,1109.1,0.0
gfx950,256,16384,4608,4096,54,0,160.5067,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3853.27,1208.59,0.0
gfx950,256,32768,4608,4096,54,0,299.3306,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,4132.39,1264.61,0.0
gfx950,256,1,9216,4096,21,0,9.1869,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,8.22,2056.72,0.0
gfx950,256,2,9216,4096,21,0,9.1908,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,16.43,2058.07,0.0
gfx950,256,4,9216,4096,21,0,9.2417,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,32.68,2051.17,0.0
gfx950,256,8,9216,4096,21,0,9.2572,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,65.24,2056.58,0.0
gfx950,256,16,9216,4096,29,0,9.1365,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,132.21,2101.69,0.0
gfx950,256,32,9216,4096,21,0,9.6018,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,251.61,2033.97,0.0
gfx950,256,64,9216,4096,21,0,9.5354,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_32x128E,506.73,2116.86,0.0
gfx950,256,128,9216,4096,29,0,11.2689,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_64x128E,857.55,1907.53,0.0
gfx950,256,256,9216,4096,37,0,12.403,_ZN5aiter41f4gemm_bf16_per1x32Fp4_BpreShuffle_96x128E,1558.28,1944.47,0.0
gfx950,256,512,9216,4096,49,0,17.1068,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_192x128E,2259.61,1716.28,0.0
gfx950,256,1024,9216,4096,47,0,25.0071,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,3091.5,1593.38,0.0
gfx950,256,2048,9216,4096,47,0,52.1012,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_160x256E,2967.66,1167.29,0.0
gfx950,256,4096,9216,4096,44,0,89.8029,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_128x384E,3443.52,1144.29,0.0
gfx950,256,8192,9216,4096,54,0,157.713,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,3921.52,1183.46,0.0
gfx950,256,16384,9216,4096,54,0,288.6196,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,4285.75,1227.98,0.0
gfx950,256,32768,9216,4096,54,0,557.2142,_ZN5aiter42f4gemm_bf16_per1x32Fp4_BpreShuffle_256x256E,4439.77,1238.24,0.0
88 changes: 88 additions & 0 deletions aiter/configs/model_configs/q3vl_a4w4_blockscale_untuned_gemm.csv
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,88 @@
M,N,K
1,1280,4096
1,2304,4096
1,4096,2048
1,4608,4096
1,9216,4096
2,1280,4096
2,2304,4096
2,4096,2048
2,4608,4096
2,9216,4096
4,1280,4096
4,2304,4096
4,4096,2048
4,4608,4096
4,9216,4096
8,1280,4096
8,2304,4096
8,4096,2048
8,4608,4096
8,9216,4096
16,1280,4096
16,2304,4096
16,4096,2048
16,4608,4096
16,9216,4096
32,1280,4096
32,2304,4096
32,4096,2048
32,4608,4096
32,9216,4096
64,1280,4096
64,2304,4096
64,4096,2048
64,4608,4096
64,9216,4096
128,1280,4096
128,2304,4096
128,4096,2048
128,4608,4096
128,9216,4096
256,1280,4096
256,2304,4096
256,4096,2048
256,4608,4096
256,9216,4096
512,1280,4096
512,2304,4096
512,4096,1024
512,4096,2048
512,4608,4096
512,9216,4096
1024,1280,4096
1024,2304,4096
1024,4096,1024
1024,4096,2048
1024,4608,4096
1024,9216,4096
2048,1280,4096
2048,2304,4096
2048,4096,1024
2048,4096,2048
2048,4608,4096
2048,9216,4096
4096,1280,4096
4096,2304,4096
4096,4096,1024
4096,4096,2048
4096,4608,4096
4096,9216,4096
8192,1280,4096
8192,2304,4096
8192,4096,1024
8192,4096,2048
8192,4608,4096
8192,9216,4096
16384,1280,4096
16384,2304,4096
16384,4096,1024
16384,4096,2048
16384,4608,4096
16384,9216,4096
32768,1280,4096
32768,2304,4096
32768,4096,1024
32768,4096,2048
32768,4608,4096
32768,9216,4096
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