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[moe training] remove duplicate benchmark script #2762

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Merged
merged 1 commit into from
Aug 15, 2025
Merged

[moe training] remove duplicate benchmark script #2762

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193 changes: 0 additions & 193 deletions benchmarks/prototype/moe_training/benchmark_kernels.py
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7 changes: 5 additions & 2 deletions benchmarks/prototype/moe_training/benchmark_per_group_scaling_kernels.py
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Original file line number Diff line number Diff line change
Expand Up @@ -49,8 +49,8 @@ class Experiment:


def get_configs() -> List[ExperimentConfig]:
input_shapes = [(2**8, 4096), (2**12, 4096), (2**16, 4096)]
n_groups_list = [4, 8, 16]
input_shapes = [(16640, 5120)] # (Mg, K)
n_groups_list = [16, 128]
high_precision_dtypes = [torch.bfloat16]
configs = []
for input_shape, n_groups, high_precision_dtype in itertools.product(
Expand Down Expand Up @@ -129,6 +129,7 @@ def run_triton(

# bench torch
compiled_run_torch = torch.compile(run_torch)
warmup(compiled_run_torch, input_row_major, input_col_major, offs)
torch_time_us = benchmark_cuda_function_in_microseconds(
compiled_run_torch, input_row_major, input_col_major, offs
)
Expand All @@ -152,6 +153,7 @@ def print_results(experiments: List[Experiment]):
"high_precision_dtype",
"torch_time_us",
"triton_time_us",
"triton_speedup",
]
rows = []
for experiment in experiments:
Expand All @@ -165,6 +167,7 @@ def print_results(experiments: List[Experiment]):
experiment.config.high_precision_dtype,
experiment.result.torch_time_us,
experiment.result.triton_time_us,
f"{experiment.result.torch_time_us / experiment.result.triton_time_us:.2f}x",
]
)
print(tabulate(rows, headers=headers))
Expand Down