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Merged
etiotto merged 2 commits into from
Oct 31, 2024
Merged

Improve GEMM performance of shape 4096x8x128x16384 #2601

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5bfe5cb
Add new gemm tuned cfg
yudongsi Oct 31, 2024
196c0ed
update
yudongsi Oct 31, 2024
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8 changes: 8 additions & 0 deletions benchmarks/triton_kernels_benchmark/gemm_benchmark.py
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Original file line number Diff line number Diff line change
Expand Up @@ -98,10 +98,18 @@ def matmul_kernel_with_block_pointers(
triton.Config(
{'BLOCK_SIZE_M': 256, 'BLOCK_SIZE_N': 128, 'BLOCK_SIZE_K': 32, 'GROUP_SIZE_M': 4, 'grf_mode': 'large'},
num_stages=s, num_warps=32) for s in [2]
] + [
triton.Config(
{'BLOCK_SIZE_M': 128, 'BLOCK_SIZE_N': 1024, 'BLOCK_SIZE_K': 16, 'GROUP_SIZE_M': 1, 'grf_mode': 'large'},
num_stages=s, num_warps=32) for s in [2]
] + [
triton.Config(
{'BLOCK_SIZE_M': 64, 'BLOCK_SIZE_N': 128, 'BLOCK_SIZE_K': 32, 'GROUP_SIZE_M': 4, 'grf_mode': 'large'},
num_stages=s, num_warps=32) for s in [2]
] + [
triton.Config(
{'BLOCK_SIZE_M': 16, 'BLOCK_SIZE_N': 1024, 'BLOCK_SIZE_K': 64, 'GROUP_SIZE_M': 32, 'grf_mode': 'large'},
num_stages=s, num_warps=32) for s in [2, 3]
] + [
triton.Config(
{'BLOCK_SIZE_M': 8, 'BLOCK_SIZE_N': 512, 'BLOCK_SIZE_K': 64, 'GROUP_SIZE_M': 1, 'grf_mode': 'large'},
Expand Down