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Does pytorch have a Tensorboard equivalent? For rapid prototyping, I find Tensorboard a lot more useful than, say, print statements and such that you can get th
by choppaface 7y ago
Does pytorch have a Tensorboard equivalent? For rapid prototyping, I find Tensorboard a lot more useful than, say, print statements and such that you can get through eager execution. Tensorboard is also crucial for post-hoc analysis, and the Summary format is clean enough to use as a primary data artifact (e.g. use loss recorded in summaries versus some alternative hand-crafted text file).
- smhx 7y agoIt has TensorBoard integration itself (which can be installed independently). https://pytorch.org/docs/stable/tensorboard.html https://pytorch.org/docs/stable/tensorboard.html
- abakus 7y agoThere is also tensorboardX: https://github.com/lanpa/tensorboardX https://github.com/lanpa/tensorboardX
- wdroz 7y ago"Visdom" [0] isn't well know, but it's powerful and easy to use. You can even centralize remote multiple experiments in the same dashboard. Very useful for following in real-time what is happening to your networks. [0] - https://github.com/facebookresearch/visdom https://github.com/facebookresearch/visdom