Torch Einsum Speed at Federico Christen blog

Torch Einsum Speed. With t = torch.tensor([1, 2, 3]) as input, the result of torch.einsum('.', t) would return the input. i found that the speed of torch.einsum when using fp16 is much slower than using fp32. i noticed a substantial difference in both speed and memory when i altered between einsum and matmul: When the shapes of inputs are (a,b,c) and (a,c,d), matmul became much. Queries = torch.normal(0, 1, (b, h, q, d)).to('cuda') keys =. in linear algebra, einstein summation notation is a concise way to represent sums over particular indices of.

torch.einsum() 用法说明
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With t = torch.tensor([1, 2, 3]) as input, the result of torch.einsum('.', t) would return the input. Queries = torch.normal(0, 1, (b, h, q, d)).to('cuda') keys =. i noticed a substantial difference in both speed and memory when i altered between einsum and matmul: When the shapes of inputs are (a,b,c) and (a,c,d), matmul became much. i found that the speed of torch.einsum when using fp16 is much slower than using fp32. in linear algebra, einstein summation notation is a concise way to represent sums over particular indices of.

torch.einsum() 用法说明

Torch Einsum Speed Queries = torch.normal(0, 1, (b, h, q, d)).to('cuda') keys =. i noticed a substantial difference in both speed and memory when i altered between einsum and matmul: in linear algebra, einstein summation notation is a concise way to represent sums over particular indices of. i found that the speed of torch.einsum when using fp16 is much slower than using fp32. When the shapes of inputs are (a,b,c) and (a,c,d), matmul became much. With t = torch.tensor([1, 2, 3]) as input, the result of torch.einsum('.', t) would return the input. Queries = torch.normal(0, 1, (b, h, q, d)).to('cuda') keys =.

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