Files
StarPilot/tinygrad_repo/extra/gemm/gemm.py
T
firestar5683 22a8575199 Vendor dependencies and resources for standalone builds
Keep official openpilot ancestry and dependency licenses. Store resources directly in Git, remove LFS setup requirements, and leave the downloadable big model outside the source tree.
2026-10-03 21:01:18 +00:00

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Python
Executable File

#!/usr/bin/env python3
import os
#os.environ['OMP_NUM_THREADS'] = '1'
import time
import numpy as np
N = 512
if __name__ == "__main__":
# N^2
A = np.random.randn(N, N).astype(np.float32)
# N^2
B = np.random.randn(N, N).astype(np.float32)
# 2N compute in N^2 output cells
flop = 2*N*N*N
#print(f"{flop / 1e9:.2f} GFLOP")
for i in range(10):
st = time.monotonic()
C = A @ B.T
et = time.monotonic()
s = et-st
print(f"{flop/s * 1e-9:.2f} GFLOP/S, {s*1e3:.2f} ms")
with open("/tmp/matmul", "wb") as f:
f.write(A.data)
f.write(B.data)
f.write(C.data)