PTlightning on Hacker News

New, Lightning Flash 0.3.0

Lightning Flash is a toolkit designed to make baselines and common deep learning tasks as simple as possible with minimum coding and maximum capabilities. We're proud to share a new version of flash, with 8 new tasks across NLP and vision:

- Image Embedder - Multi-label Image Classification - Summarization - Translation - Object Detection - Video Classification - Semantic Segmentation - Style Transfer

Our new release also includes a modular API for data processing and registering models, so you can customize and tailor your tasks to any use case.

Blogpost: https://bit.ly/3vld9HA

GitHub: https://bit.ly/2RiAV7Z

1PTlightning5y ago0

PyTorch Lightning v1.3: Lightning CLI, PyTorch Profiler, Improved Early Stopping

Announcing the release of Lightning 1.3

This new release includes: - a new Lightning CLI - PyTorch profiler integration - improved TPU support - new early stopping strategies - predict and validate trainer routines

Install: https://bit.ly/2PTVZBa Release notes: https://bit.ly/3b5acTk

Big thanks to everyone who contributed to this release

1PTlightning5y ago1

PyTorch Lightning – Torch Metrics v0.3.0 Release

We are excited to announce that TorchMetrics v0.3.0 is now publicly available. It includes a host of new community requested metrics including a full set of metrics for information retrieval.

New, Lightning Flash 0.3.0

- Image Embedder - Multi-label Image Classification - Summarization - Translation - Object Detection - Video Classification - Semantic Segmentation - Style Transfer

Our new release also includes a modular API for data processing and registering models, so you can customize and tailor your tasks to any use case.

Blogpost: https://bit.ly/3vld9HA

GitHub: https://bit.ly/2RiAV7Z

1PTlightning5y ago0

PyTorch Lightning v1.3: Lightning CLI, PyTorch Profiler, Improved Early Stopping

Announcing the release of Lightning 1.3

This new release includes: - a new Lightning CLI - PyTorch profiler integration - improved TPU support - new early stopping strategies - predict and validate trainer routines

Install: https://bit.ly/2PTVZBa Release notes: https://bit.ly/3b5acTk

Big thanks to everyone who contributed to this release

1PTlightning5y ago1

PyTorch Lightning – Torch Metrics v0.3.0 Release

We are excited to announce that TorchMetrics v0.3.0 is now publicly available. It includes a host of new community requested metrics including a full set of metrics for information retrieval.

PTlightning

Recent submissions

New, Lightning Flash 0.3.0

PyTorch Lightning v1.3: Lightning CLI, PyTorch Profiler, Improved Early Stopping

PyTorch Lightning – Torch Metrics v0.3.0 Release

Multi-Billion Parameter Model Training with PyTorch Lightning and DeepSpeed (opens in new tab)

Recent submissions

New, Lightning Flash 0.3.0

PyTorch Lightning v1.3: Lightning CLI, PyTorch Profiler, Improved Early Stopping

PyTorch Lightning – Torch Metrics v0.3.0 Release

Multi-Billion Parameter Model Training with PyTorch Lightning and DeepSpeed (opens in new tab)