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[Triton/Gluon] Satya/dsr1 tuning oct4th #6157

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Merged
Boss2002n merged 9 commits into from
Oct 6, 2026
Merged

[Triton/Gluon] Satya/dsr1 tuning oct4th #6157

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173c035
[Triton/Gluon] [Config] gfx1250 GEMM-A16W16 for DSR1 QKV_A (N=2112, K…
Boss2002n Oct 5, 2026
17224c8
[Triton/Gluon] [Config] gfx1250 MXFP4 preshuffle for DSR1 Q_B (N=2457…
Boss2002n Oct 5, 2026
ad7c9ea
batched_gemm_a16w8: look up the B-specific config first
Boss2002n Oct 5, 2026
4a48020
[Triton/Gluon] [Config] gfx1250 batched_gemm_a16w8 for DSR1 K-absorb …
Boss2002n Oct 5, 2026
075d5a5
[Triton/Gluon] [Config] gfx1250 batched_gemm_a16w8 for DSR1 V-absorb …
Boss2002n Oct 5, 2026
b547f44
[Triton/Gluon] [Config] gfx1250 GEMM-A16W16 for DSR1 MoE gate (N=256,…
Boss2002n Oct 5, 2026
9ba64b8
[Config] gfx1250 MXFP4 preshuffle o_proj (N=7168, K=16384): add num_c…
Boss2002n Oct 5, 2026
9a45e1b
[Triton/Gluon] [Config] Tune gfx1250 MXFP4 preshuffle for DSR1 O_proj…
Boss2002n Oct 5, 2026
7b629fa
Simplify gemm config retrieval in batched_gemm_a16w8.py
Boss2002n Oct 5, 2026
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149 changes: 149 additions & 0 deletions ...n/configs/gfx1250/gluon/gemm/batched_gemm_a16w8/BATCHED_GEMM-A16W8-B=128-N=128-K=512.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,149 @@
{
"DEFAULT_FALLBACK": true,
"M_LEQ_1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_4": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 512,
"num_warps": 1,
"NUM_BUFFERS": 2,
"WG_PER_CU": 4,
"STORE_MODE": 1,
"C_PAD": 16,
"waves_per_eu": 4
},
"M_LEQ_8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"num_warps": 1,
"NUM_BUFFERS": 3,
"WG_PER_CU": 4,
"STORE_MODE": 1,
"C_PAD": 16,
"waves_per_eu": 8
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"num_warps": 2,
"NUM_BUFFERS": 3,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 1
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 1,
"C_PAD": 16
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 256,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 256,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 4,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 2,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 1
},
"M_LEQ_1024": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_2048": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_4096": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 1,
"STORE_MODE": 1,
"C_PAD": 16
},
"M_LEQ_8192": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 4,
"STORE_MODE": 1,
"C_PAD": 16,
"waves_per_eu": 2
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 1,
"STORE_MODE": 1,
"C_PAD": 16
}
}
151 changes: 151 additions & 0 deletions ...n/configs/gfx1250/gluon/gemm/batched_gemm_a16w8/BATCHED_GEMM-A16W8-B=128-N=512-K=128.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,151 @@
{
"DEFAULT_FALLBACK": true,
"M_LEQ_1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 2,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 1,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_4": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"num_warps": 2,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 1,
"C_PAD": 16
},
"M_LEQ_8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 2,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 1,
"C_PAD": 16
},
"M_LEQ_16": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"num_warps": 2,
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 1,
"C_PAD": 16
},
"M_LEQ_32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_64": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_128": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_256": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_512": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 2
},
"M_LEQ_1024": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_2048": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
},
"M_LEQ_4096": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 4,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 1
},
"M_LEQ_8192": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 4,
"STORE_MODE": 2,
"C_PAD": 16,
"waves_per_eu": 1
},
"any": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"num_warps": 4,
"NUM_BUFFERS": 3,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
}
}
6 changes: 4 additions & 2 deletions aiter/ops/triton/configs/gfx1250/gluon/gemm/batched_gemm_a16w8/DEFAULT.json
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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,8 @@
"NUM_BUFFERS": 2,
"WG_PER_CU": 2,
"STORE_MODE": 1,
"C_PAD": 16
"C_PAD": 16,
"waves_per_eu": 1
},
"any": {
"BLOCK_SIZE_M": 128,
Expand All @@ -17,6 +18,7 @@
"NUM_BUFFERS": 2,
"WG_PER_CU": 1,
"STORE_MODE": 2,
"C_PAD": 16
"C_PAD": 16,
"waves_per_eu": 1
}
}
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