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Merged
valarLip merged 5 commits into from
Mar 27, 2026
Merged

assert when found duplicated tuned shape #2376

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c91cb64
assert when found duplicated tuned shape
yzhou103 Mar 20, 2026
bc62b6a
Merge branch 'main' into assert_duplicate_tuned_shape
yzhou103 Mar 24, 2026
5f8cc1b
rm duplicated tuned shape and update tuned file in model_configs
yzhou103 Mar 25, 2026
0eb74fb
fix lint
yzhou103 Mar 25, 2026
08295a4
Merge branch 'main' into assert_duplicate_tuned_shape
yzhou103 Mar 25, 2026
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4 changes: 0 additions & 4 deletions aiter/configs/model_configs/dsv3_bf16_tuned_gemm.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -25,17 +25,14 @@ cu_num,M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle,libtype,solidx,splitK,us,ke
256,16,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,1,2,11.9934,_ZN5aiter39bf16gemm_fp32bf16_tn_32x64_splitk_cleanE,0.0034,39.17,2472.61
256,16,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,65.0337,auto,0.0,57.0,3573.78
256,32,256,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,14,7.7283,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.0288,15.2,536.36
256,32,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,1,6,14.294,_ZN5aiter39bf16gemm_fp32bf16_tn_32x64_splitk_cleanE,0.0189,67.78,2159.76
256,32,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False,asm,1,4,8.7013,_ZN5aiter39bf16gemm_fp32bf16_tn_32x64_splitk_cleanE,0.0075,34.71,1118.46
256,32,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,1,2,12.3935,_ZN5aiter39bf16gemm_fp32bf16_tn_32x64_splitk_cleanE,0.0034,75.81,2416.59
256,32,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,64.518,auto,0.0,114.9,3613.92
256,48,256,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,3,14,7.9838,_ZN5aiter39bf16gemm_fp32bf16_tn_48x64_splitk_cleanE,0.0282,22.06,548.95
256,48,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,3,6,14.8295,_ZN5aiter39bf16gemm_fp32bf16_tn_48x64_splitk_cleanE,0.0181,98.0,2101.79
256,48,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False,asm,3,3,9.043,_ZN5aiter39bf16gemm_fp32bf16_tn_48x64_splitk_cleanE,0.0058,50.09,1092.51
256,48,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,3,2,13.0225,_ZN5aiter39bf16gemm_fp32bf16_tn_48x64_splitk_cleanE,0.0034,108.22,2322.51
256,48,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,65.2215,auto,0.0,170.5,3586.38
256,64,256,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,16,7.9784,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.0302,29.44,579.1
256,64,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,6,15.3187,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.018,126.5,2054.06
256,64,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False,asm,7,4,9.2849,_ZN5aiter39bf16gemm_fp32bf16_tn_80x64_splitk_cleanE,0.0078,65.05,1079.93
256,64,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,2,13.5831,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.0034,138.34,2248.37
256,64,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,65.4327,auto,0.0,226.6,3586.22
Expand All @@ -45,7 +42,6 @@ cu_num,M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle,libtype,solidx,splitK,us,ke
256,80,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,7,2,14.0021,_ZN5aiter39bf16gemm_fp32bf16_tn_80x64_splitk_cleanE,0.0034,167.75,2202.15
256,80,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,84.1977,auto,0.0,220.12,2795.83
256,96,256,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,16,8.6162,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0321,40.89,591.38
256,96,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,6,16.4247,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.018,176.97,1951.9
256,96,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,4,9.668,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0076,93.71,1067.64
256,96,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,2,14.2839,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0034,197.33,2179.35
256,96,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False,triton,0,0,86.0249,auto,0.0,258.53,2745.12
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70 changes: 70 additions & 0 deletions aiter/configs/model_configs/dsv3_bf16_untuned_gemm.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle
1,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
1,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
1,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
1,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
1,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
2,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
2,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
2,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
2,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
2,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
4,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
4,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
4,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
4,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
4,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
8,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
8,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
8,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
8,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
8,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
16,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
16,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
16,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
16,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
16,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
32,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
32,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
32,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
32,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
32,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
48,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
48,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
48,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
48,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
48,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
64,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
64,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
64,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
64,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
64,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
80,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
80,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
80,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
80,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
80,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
96,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
96,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
96,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
96,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
96,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
112,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
112,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
112,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
112,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
112,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
128,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
128,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
128,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
128,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
128,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False
256,256,7168,False,torch.bfloat16,torch.bfloat16,False,False
256,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False
256,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False
256,7168,2048,False,torch.bfloat16,torch.bfloat16,False,False
256,16160,7168,False,torch.bfloat16,torch.bfloat16,False,False




12 changes: 12 additions & 0 deletions aiter/configs/model_configs/dsv3_fp4_untuned_fmoe.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,12 @@
token,model_dim,inter_dim,expert,topk,act_type,dtype,q_dtype_a,q_dtype_w,q_type,use_g1u1,doweight_stage1
32,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
64,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
128,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
256,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
512,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
1024,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
2048,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
4096,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
8192,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
16384,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
32768,7168,256,257,9,ActivationType.Silu,torch.bfloat16,torch.float4_e2m1fn_x2,torch.float4_e2m1fn_x2,QuantType.per_1x32,1,0
58 changes: 58 additions & 0 deletions aiter/configs/model_configs/gptoss_bf16_untuned_gemm.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,58 @@
M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle
1,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
1,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
1,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
1,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
1,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
2,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
2,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
2,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
2,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
2,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
4,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
4,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
4,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
4,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
4,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
8,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
8,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
8,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
8,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
8,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
16,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
16,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
16,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
16,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
16,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
32,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
32,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
32,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
32,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
32,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
48,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
48,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
48,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
48,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
48,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
64,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
64,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
64,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
64,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
64,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
80,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
80,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
80,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
96,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
96,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
96,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
112,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
112,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
112,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
128,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
128,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
128,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
128,2880,4096,True,torch.bfloat16,torch.bfloat16,False,False
128,5120,2880,True,torch.bfloat16,torch.bfloat16,False,False
256,128,2880,True,torch.bfloat16,torch.bfloat16,False,False
256,2560,2880,True,torch.bfloat16,torch.bfloat16,False,False
256,2880,2048,True,torch.bfloat16,torch.bfloat16,False,False
1 change: 0 additions & 1 deletion aiter/configs/model_configs/kimik2_bf16_tuned_gemm.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -106,7 +106,6 @@ cu_num,M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle,libtype,solidx,splitK,us,ke
256,56,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,6,15.0293,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.0176,112.82,2083.73
256,64,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,5,6,14.6227,_ZN5aiter39bf16gemm_fp32bf16_tn_64x64_splitk_cleanE,0.018,132.52,2151.82
256,72,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,7,15.0844,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0198,144.52,2095.8
256,80,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,7,16.0087,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0195,151.31,1984.07
256,88,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,7,16.1244,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.02,165.24,1979.04
256,96,2112,7168,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,6,16.2338,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0182,179.05,1974.85
256,176,3072,1536,False,torch.bfloat16,torch.bfloat16,False,False,asm,8,2,10.6186,_ZN5aiter39bf16gemm_fp32bf16_tn_96x64_splitk_cleanE,0.0028,156.42,1041.49
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