Comment by bitL

I think the main problem was debugging tensors on the fly, impossible with TF/Keras, but completely natural to PyTorch. Most researchers needed to sequentially observe what is going on in tensors (histograms etc.) and even doing backprop for their newly constructed layers by hand and that was difficult with TF.