valmat07 opened a new pull request, #13563: URL: https://github.com/apache/tvm/pull/13563
This PR introduces the use of convolution weights on buffers rather than textures. - For now, the weights on the buffers are used only in the fp32 case since that case is investigated - Also, the case of 1x1 convolutions is excluded from this approach, since the weights on the buffers work worse in this case - This approach gives about 10% performance boost for popular models, such as: vgg-16, yolov3, etc -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
