![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://1.bp.blogspot.com/-NkMr5WHSn2w/XkrIyPQkmjI/AAAAAAAAArA/shgYsVtWjG00KxgDE704ZxzpO8C-is-dwCEwYBhgL/s1600/appendix_C_eg_3.png)
Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions
How can I ensure that my Conv1d retains the same shape with unknown sequence lengths? - PyTorch Forums
![Wayne Polatkan on Twitter: "Ah, so thats how (custom) padding in pytorch works. so just apply to input in fwd pass before sending it through a conv layer eh? pytorch docs: https://t.co/xncLTKRGxu Wayne Polatkan on Twitter: "Ah, so thats how (custom) padding in pytorch works. so just apply to input in fwd pass before sending it through a conv layer eh? pytorch docs: https://t.co/xncLTKRGxu](https://pbs.twimg.com/media/DgACQVZU0AAyHMl.jpg)
Wayne Polatkan on Twitter: "Ah, so thats how (custom) padding in pytorch works. so just apply to input in fwd pass before sending it through a conv layer eh? pytorch docs: https://t.co/xncLTKRGxu
![Under `ceil_mode=True` for `AvgPooling2d`, Pytorch fails in calculating pooling output shape as expected, and gets `NaN` results. · Issue #36977 · pytorch/pytorch · GitHub Under `ceil_mode=True` for `AvgPooling2d`, Pytorch fails in calculating pooling output shape as expected, and gets `NaN` results. · Issue #36977 · pytorch/pytorch · GitHub](https://user-images.githubusercontent.com/46860123/79817084-33d3e500-83b7-11ea-90d5-7959559822fa.jpg)
Under `ceil_mode=True` for `AvgPooling2d`, Pytorch fails in calculating pooling output shape as expected, and gets `NaN` results. · Issue #36977 · pytorch/pytorch · GitHub
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://1.bp.blogspot.com/-jGUE3SyV81A/XkrIv9SRW1I/AAAAAAAAAq8/4qrArI50vHAi-EQZ0emslCr09yrK70M0gCEwYBhgL/s1600/appendix_C_eg_2.png)