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[TOPI] Add winograd for mali - #898
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tqchen
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Feb 13, 2018
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@merrymercy do you think if it is possible to generalize to batch_size > 1? |
tqchen
commented
Feb 13, 2018
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It is of interest to bring it to other backends as well, so I opened an issue here #899 |
tqchen
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Feb 13, 2018
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@tqchen It depends on the GEMM implementation. Now It works well for batch size 1~32 with almost the same effective GFLOPS. |
tqchen pushed a commit
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Jul 6, 2018
* add winograd for mali * fix lint * add padding * fix comment
sergei-mironov pushed a commit
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Aug 8, 2018
* add winograd for mali * fix lint * add padding * fix comment
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Add winograd for 3x3 kernel.
Layers in VGG16
End-to-End
vgg16: 1.64 -> 0.98 (second / image)
resnet18: 0.20 -> 0.17 (second / image)