22 lines
649 B
Python
22 lines
649 B
Python
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from concurrent.futures import ThreadPoolExecutor
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def matrix_multiply_parallel(A, B, num_threads=1):
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n = len(A)
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result = [[0] * n for _ in range(n)]
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def worker(start, end):
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for i in range(start, end):
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for j in range(n):
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result[i][j] = sum(A[i][k] * B[k][j] for k in range(n))
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chunk_size = n // num_threads
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with ThreadPoolExecutor(max_workers=num_threads) as executor:
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futures = [
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executor.submit(worker, i * chunk_size, (i + 1) * chunk_size)
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for i in range(num_threads)
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]
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for future in futures:
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future.result()
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return result
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