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[GEMM] Undo small GRF autotune config for transpose A #3323

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merged 1 commit into from
Jan 31, 2025
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[GEMM] Undo small GRF autotune config for transpose A #3323

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16 changes: 10 additions & 6 deletions benchmarks/triton_kernels_benchmark/gemm_benchmark.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
TRANSPOSE_A = os.getenv('TRANSPOSE_A', '0') == '1'
TRANSPOSE_B = os.getenv('TRANSPOSE_B', '0') == '1'
use_xetla = not (TRANSPOSE_A or TRANSPOSE_B)
SMALL_GRF = os.getenv('TRITON_INTEL_ADVANCED_PATH', '0') == '0' and not TRANSPOSE_A


@triton.autotune(
Expand All @@ -27,16 +28,18 @@
num_stages=s, num_warps=32) for s in [1, 2, 3]
] + [
triton.Config({'BLOCK_SIZE_M': 256, 'BLOCK_SIZE_N': 128, 'BLOCK_SIZE_K': 32, 'GROUP_SIZE_M': 4, 'grf_mode': m},
num_stages=s, num_warps=w) for s in [2, 3, 4] for (m, w) in
([('large', 32), ('small', 64)] if os.getenv('TRITON_INTEL_ADVANCED_PATH', '0') == '0' else [('large', 32)])
num_stages=s, num_warps=w)
for s in [2, 3, 4]
for (m, w) in ([('large', 32), ('small', 64)] if SMALL_GRF else [('large', 32)])
] + [
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': 8, 'BLOCK_SIZE_N': 512, 'BLOCK_SIZE_K': 64, 'GROUP_SIZE_M': 1, 'grf_mode': m},
num_stages=s, num_warps=w) for s in [2, 3] for (m, w) in
([('large', 32), ('small', 64)] if os.getenv('TRITON_INTEL_ADVANCED_PATH', '0') == '0' else [('large', 32)])
num_stages=s, num_warps=w)
for s in [2, 3]
for (m, w) in ([('large', 32), ('small', 64)] if SMALL_GRF else [('large', 32)])
],
key=['M', 'N', 'K'],
)
Expand Down Expand Up @@ -92,8 +95,9 @@ def matmul_kernel_with_block_pointers(
num_stages=s, num_warps=32) for s in [2, 3]
] + [
triton.Config({'BLOCK_SIZE_M': 256, 'BLOCK_SIZE_N': 128, 'BLOCK_SIZE_K': 32, 'GROUP_SIZE_M': 4, 'grf_mode': m},
num_stages=s, num_warps=w) for s in [2] for (m, w) in
([('large', 32), ('small', 64)] if os.getenv('TRITON_INTEL_ADVANCED_PATH', '0') == '0' else [('large', 32)])
num_stages=s, num_warps=w)
for s in [2]
for (m, w) in ([('large', 32), ('small', 64)] if SMALL_GRF else [('large', 32)])
] + [
triton.Config(
{'BLOCK_SIZE_M': 128, 'BLOCK_SIZE_N': 1024, 'BLOCK_SIZE_K': 16, 'GROUP_SIZE_M': 4, 'grf_mode': 'large'},
Expand Down