srch

LightningModule API¶ Methods¶ all_gather¶ LightningModule. all_gather (data, group = None, sync_grads = False) [source] Allows users to call self.all_gather() from the LightningModule, thus making the all_gather operation accelerator agnostic. all_gather is a function provided by accelerators to gather a tensor from several distributed processes.. Parameters. data¶ (Union …

PyTorch-lightning is a recently released library which is a Kera-like ML library for PyTorch. It leaves core training and validation logic ...

PyTorch Lightning Flash appears to be copying fastai (without any credit) [D] Recently PyTorch Lightning Flash was released as a high-level, flexible library for PyTorch and PyTorch Lightning. However, reading the announcement, looking at the API, etc. it is clear that the Flash API is quite similar to fastai.

Passing training strategies (e.g., "ddp") to accelerator has been deprecated in v1.5.0 and will be removed in v1.7.0. Please use the strategy argument instead. accumulate_grad_batches. Accumulates grads every k batches or as set up in the dict. Trainer also calls optimizer.step () for the last indivisible step number.

Motivations

PyTorch Lightning Flash appears to be copying fastai (without any credit) [D] Recently PyTorch Lightning Flash was released as a high-level, flexible library for PyTorch and PyTorch Lightning. However, reading the announcement, looking at the API, etc. it is clear that the Flash API is quite similar to fastai.

When comparing dino and pytorch-lightning you can also consider the following projects: detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. mmdetection - OpenMMLab Detection Toolbox and Benchmark

I had been looking for alternatives to ignite and skorch and will definitely give this a try. Would it require rewriting existing models if I ...

use prepare_data() to download and process the dataset. use setup() to do splits, and build your model internals. An alternative to using a DataModule is to ...

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-14.

Discover top 3 alternatives to PyTorch Lightning on Product Hunt. Top 3 alternatives: Facebook.ai, Swift AI, Ellipse.

The Better Alternatives ... PL: PyTorch-Lightning (github) — built by folks over at NYU and FAIR, Lightning is gives you the skeleton to ...

Which is the best alternative to pytorch-lightning? Based on common mentions it is: ✓Detectron2, ✓Mmdetection, ✓Sacred, ✓Pytorch-grad-cam, ✓Metaflow or ...

What are the best PyTorch Lightning alternatives? A list based on our research ✓Ellipse, ✓Facebook.ai, ✓Monitask, ✓Swift AI, ✓Lobe, ...

PyTorch Lightning alternatives and competitors · Facebook.ai · Swift AI · Ellipse.

PyTorchLightning/pytorch-lightning, The lightweight PyTorch wrapper for ... some alternative should be added self.tags.update(params).

Discover top 3 alternatives to PyTorch Lightning on Product Hunt. Top 3 alternatives: Facebook.ai, Swift AI, Ellipse.

First of all, use high-level ML frameworks (AllenNLP, PyTorch-Lightning). No need to write boilerplate code and implement standard ML approaches from scratch. Here are some suggestions (thought more NLP-focused) that I feel improved my research coding experience a lot.

... to compare both libraries and understand the idea behind the creation of pytorch-lightning as an alternative to existing frameworks.

Pytorch-lightning Alternatives Similar projects and alternatives to pytorch-lightning detectron2-19,091 9.5 Python pytorch-lightning VS detectron2 Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. mmdetection

Ignite is another high-level library made on top of PyTorch. It helps with neural network training. Like Lightning, it was also created for ...