Optimization, Pytorch, Machine Learning, Deep Learning, Tensorboard.
calls to “item”, “_local_scalar_dense”, and “cudaMemcpyAsync”. This is often an indication that data is being copied from the GPU to the host. Indeed, our assert call, which is performed on the CPU, requires access to the target tensor residing on the GPU, thus invoking the highly inefficient data