MNN Convert inner product to convolution is a good idea?

inn6fuwd  于 2021-12-26  发布在  Java
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MNNConvert converts all the fully connection layers into 1x1 convolutions.

But I found that when the input count is large (about 7x7x512=25088), then opencl may throw CL_INVALID_KERNEL_ARGS.

Not sure if some of kernel configs need to be updated to handle such cases. But I am curious why you convert all the fully connection layers into 1x1 convolutions. Any reason for doing this?

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