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[Triton/Gluon] [Config] : Add Inkling Model GEMM Configs #5922

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Merged
rahulbatra85 merged 2 commits into from
Oct 5, 2026
Merged

[Triton/Gluon] [Config] : Add Inkling Model GEMM Configs #5922

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9d3283e
[Triton/Gluon]: Add Inkling Model GEMM Configs
Oct 2, 2026
f9840d2
Switch to using FlyDSL
Sep 29, 2026
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3 changes: 3 additions & 0 deletions aiter/configs/model_configs/inkling_bf16_tuned_gemm.csv
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gfx,cu_num,M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle,libtype,solidx,splitK,us,kernelName,err_ratio,tflops,bw
gfx950,256,64,3328,6144,False,torch.bfloat16,torch.bfloat16,False,False,flydsl,4281,4,14.752,flydsl_hgemm_abf16_wbf16_bf16_t64x64x128x3_ks4_w4x1x1_bias0_ktail0_gm0_pft_gfx950,0.0125,177.42,2854.32
gfx950,256,64,2816,6144,False,torch.bfloat16,torch.bfloat16,False,False,flydsl,4608,4,13.9138,flydsl_hgemm_abf16_wbf16_bf16_t64x64x128x3_ks4_w2x2x1_bias0_ktail0_gm0_pft_gfx950,0.0127,159.17,2569.38
110 changes: 110 additions & 0 deletions aiter/ops/triton/configs/gfx950/triton/gemm/gemm_a16w16/GEMM-A16W16-N=2816-K=6144.json
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{
"M_LEQ_8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 8,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 6,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 8,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 4,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 6,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_2048": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
}
}
110 changes: 110 additions & 0 deletions aiter/ops/triton/configs/gfx950/triton/gemm/gemm_a16w16/GEMM-A16W16-N=3328-K=6144.json
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Original file line number Diff line number Diff line change
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{
"M_LEQ_8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 8,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 6,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 8,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 6,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_2048": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 3,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
}
}