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[Triton/Gluon] [Config] Add gfx950 FP4 GEMM configs for Kimi-K3 shared-expert shapes #6409

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Merged
azaidy merged 3 commits into from
Oct 12, 2026
Merged

[Triton/Gluon] [Config] Add gfx950 FP4 GEMM configs for Kimi-K3 shared-expert shapes #6409

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a49ae91
perf: add gfx950 Triton FP4 GEMM configs for Kimi-K3 shared-expert sh…
yuychang Oct 12, 2026
cee894c
test: stop torch default-device leaks from breaking the qk-norm rope …
yuychang Oct 12, 2026
9a47065
chore: merge main into k3/triton-fp4-configs
yuychang Oct 12, 2026
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86 changes: 86 additions & 0 deletions aiter/ops/triton/configs/gfx950/triton/gemm/gemm_a16wfp4/GEMM-A16WFP4-N=1536-K=7168.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": 4,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 4,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 4,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 4,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 1,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 4
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 14
},
"any": {
"BLOCK_SIZE_M": 8,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 1,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
}
}
86 changes: 86 additions & 0 deletions aiter/ops/triton/configs/gfx950/triton/gemm/gemm_a16wfp4/GEMM-A16WFP4-N=7168-K=768.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,86 @@
{
"M_LEQ_8": {
"BLOCK_SIZE_M": 4,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 1,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 4,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 1,
"waves_per_eu": 4,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 8,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"any": {
"BLOCK_SIZE_M": 8,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 1,
"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_afp4wfp4/GEMM-AFP4WFP4-N=1536-K=7168.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": 64,
"BLOCK_SIZE_K": 1024,
"GROUP_SIZE_M": 1,
"num_warps": 4,
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"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 1024,
"GROUP_SIZE_M": 4,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 1024,
"GROUP_SIZE_M": 4,
"num_warps": 4,
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"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
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},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
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"cache_modifier": null,
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"M_LEQ_256": {
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"GROUP_SIZE_M": 2,
"num_warps": 4,
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"matrix_instr_nonkdim": 16,
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"NUM_KSPLIT": 1
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 2,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
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"NUM_KSPLIT": 1
},
"M_LEQ_1024": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
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"GROUP_SIZE_M": 2,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 2,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 32,
"cache_modifier": null,
"NUM_KSPLIT": 1
}
}
98 changes: 98 additions & 0 deletions aiter/ops/triton/configs/gfx950/triton/gemm/gemm_afp4wfp4/GEMM-AFP4WFP4-N=7168-K=768.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": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 1024,
"GROUP_SIZE_M": 4,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 2,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"cache_modifier": null,
"NUM_KSPLIT": 1
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 8,
"num_warps": 4,
"num_stages": 3,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"cache_modifier": ".cg",
"NUM_KSPLIT": 1
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 2,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 32,
"cache_modifier": null,
"NUM_KSPLIT": 1
}
}