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Benchmarks with backprop enabled (and removes overhead).
Before: np.array([[3]]) took 1.50us (30000 iterations) Tensor([[3]]) took 16.30us (30000 iterations) MatMul [2, 2]: np.dot took 0.61us (30000 iterations) MatMul [2, 2]: tf.matmul took 60.53us (30000 iterations) MatMul [2, 2]: gen_math_ops.mat_mul took 25.72us (30000 iterations) MatMul [2, 2]: TFE_Py_Execute took 2.82us (30000 iterations) MatMul [2, 2]: defun(tf.matmul) took 45.70us (30000 iterations) MatMul [100, 784]: np.dot took 383.32us (1000 iterations) MatMul [100, 784]: tf.matmul took 350.35us (1000 iterations) MatMul [100, 784]: gen_math_ops.mat_mul took 315.97us (1000 iterations) MatMul [100, 784]: TFE_Py_Execute took 249.42us (1000 iterations) MatMul [100, 784]: defun(tf.matmul) took 280.95us (1000 iterations) If backprop is enabled: np.array([[3]]) took 0.83us (30000 iterations) Tensor([[3]]) took 15.21us (30000 iterations) MatMul [2, 2]: np.dot took 0.63us (30000 iterations) MatMul [2, 2]: tf.matmul took 76.31us (30000 iterations) MatMul [2, 2]: gen_math_ops.mat_mul took 38.66us (30000 iterations) MatMul [2, 2]: TFE_Py_Execute took 2.31us (30000 iterations) MatMul [2, 2]: defun(tf.matmul) took 51.96us (30000 iterations) MatMul [100, 784]: np.dot took 378.34us (1000 iterations) MatMul [100, 784]: tf.matmul took 352.09us (1000 iterations) MatMul [100, 784]: gen_math_ops.mat_mul took 364.28us (1000 iterations) MatMul [100, 784]: TFE_Py_Execute took 350.68us (1000 iterations) MatMul [100, 784]: defun(tf.matmul) took 377.19us (1000 iterations) After: np.array([[3]]) took 0.86us (30000 iterations) Tensor([[3]]) took 15.19us (30000 iterations) MatMul [2, 2]: np.dot took 0.60us (30000 iterations) MatMul [2, 2]: tf.matmul took 64.51us (30000 iterations) MatMul [2, 2]: gen_math_ops.mat_mul took 28.34us (30000 iterations) MatMul [2, 2]: TFE_Py_Execute took 2.38us (30000 iterations) MatMul [2, 2]: defun(tf.matmul) took 48.50us (30000 iterations) MatMul [100, 784]: np.dot took 475.27us (1000 iterations) MatMul [100, 784]: tf.matmul took 399.50us (1000 iterations) MatMul [100, 784]: gen_math_ops.mat_mul took 307.80us (1000 iterations) MatMul [100, 784]: TFE_Py_Execute took 272.83us (1000 iterations) MatMul [100, 784]: defun(tf.matmul) took 350.06us (1000 iterations) PiperOrigin-RevId: 165765641
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