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6 changes: 3 additions & 3 deletions benchmarks/bench_mxfp4.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,7 @@
# limitations under the License.
#

import sys
import numpy as np
import os
import torch
import triton
from scipy.linalg import hadamard
Expand Down Expand Up @@ -160,10 +159,11 @@ def benchmark(batch_size, provider, N, K, had_size):
for K, N in layers:
for had_size in [32,64,128]:
print(f"{model}, N={N} K={K}, HAD={had_size}, BF16 vs MXFP4 GEMMs TFLOP/s:")
os.makedirs(f"benchmarks_output/bench_mxfp4_res_n{N}_k{K}", exist_ok=True)
benchmark.run(
print_data=True,
show_plots=True,
save_path=f"bench_mxfp4_res_n{N}_k{K}",
save_path=f"benchmarks_output/bench_mxfp4_res_n{N}_k{K}",
N=N,
K=K,
had_size=had_size
Expand Down
6 changes: 3 additions & 3 deletions benchmarks/bench_mxfp4_sm100.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,7 @@
# limitations under the License.
#

import sys
import numpy as np
import os
import torch
import triton
from scipy.linalg import hadamard
Expand Down Expand Up @@ -160,10 +159,11 @@ def benchmark(batch_size, provider, N, K, had_size):
for K, N in layers:
for had_size in [32,64,128]:
print(f"{model}, N={N} K={K}, HAD={had_size}, BF16 vs MXFP4 GEMMs TFLOP/s:")
os.makedirs(f"benchmarks_output/bench_mxfp4_res_n{N}_k{K}_sm100", exist_ok=True)
benchmark.run(
print_data=True,
show_plots=True,
save_path=f"bench_mxfp4_res_n{N}_k{K}",
save_path=f"benchmarks_output/bench_mxfp4_res_n{N}_k{K}_sm100",
N=N,
K=K,
had_size=had_size
Expand Down
6 changes: 3 additions & 3 deletions benchmarks/bench_nvfp4.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,7 @@
# limitations under the License.
#

import sys
import numpy as np
import os
import torch
import triton
from scipy.linalg import hadamard
Expand Down Expand Up @@ -150,10 +149,11 @@ def benchmark(batch_size, provider, N, K, had_size):
for K, N in layers:
for had_size in [16,32,64,128]:
print(f"{model}, N={N} K={K}, HAD={had_size}, BF16 vs NVFP4 GEMMs TFLOP/s:")
os.makedirs(f"benchmarks_output/bench_nvfp4_res_n{N}_k{K}", exist_ok=True)
benchmark.run(
print_data=True,
show_plots=True,
save_path=f"bench_nvfp4_res_n{N}_k{K}",
save_path=f"benchmarks_output/bench_nvfp4_res_n{N}_k{K}",
N=N,
K=K,
had_size=had_size
Expand Down
6 changes: 3 additions & 3 deletions benchmarks/bench_nvfp4_sm100.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,7 @@
# limitations under the License.
#

import sys
import numpy as np
import os
import torch
import triton
from scipy.linalg import hadamard
Expand Down Expand Up @@ -160,10 +159,11 @@ def benchmark(batch_size, provider, N, K, had_size):
for K, N in layers:
for had_size in [16,32,64,128]:
print(f"{model}, N={N} K={K}, HAD={had_size}, BF16 vs NVFP4 GEMMs TFLOP/s:")
os.makedirs(f"benchmarks_output/bench_nvfp4_res_n{N}_k{K}_sm100", exist_ok=True)
benchmark.run(
print_data=True,
show_plots=True,
save_path=f"bench_nvfp4_res_n{N}_k{K}",
save_path=f"benchmarks_output/bench_nvfp4_res_n{N}_k{K}_sm100",
N=N,
K=K,
had_size=had_size
Expand Down