Ffcv Alternatives

Similar projects and alternatives to ffcv

• Pytorch

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  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  

• pytorch-lightning

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  Discontinued Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning] (by PyTorchLightning)

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• composer

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  Supercharge Your Model Training (by mosaicml)

  

• apex

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  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch (by NVIDIA)

  

• best-of-ml-python

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  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  

• webdataset

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  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

  

• array_storage_benchmark

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  Compare some methods of array storage in Python (numpy)

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ffcv-imagenet

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  Train ImageNet *fast* in 500 lines of code with FFCV

  

• pillow-simd

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  The friendly PIL fork

  

• open_lth

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  A repository in preparation for open-sourcing lottery ticket hypothesis code.

  

• pytorch-lightning

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  Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.