[P] FFCV: Accelerated Model Training via Fast Data Loading

• ffcv

  8 2,742 3.5 Python

  FFCV: Fast Forward Computer Vision (and other ML workloads!)

  

Thanks for your kind comments! We've added a LICENSE to the ImageNet sample (the library itself at https://github.com/libffcv/ffcv should already have one).

• ffcv-imagenet

  1 127 4.2 Python

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

  

The best part about FFCV is how easy it is to use: chances are you can make your training code significantly faster by converting your dataset to FFCV format and changing just a few lines of code! To illustrate just how easy it is, we also made a minimal ImageNet example that gets high accuracies at SOTA speeds: https://github.com/libffcv/ffcv-imagenet.

• InfluxDB

  www.influxdata.com featured

  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.

  

• pillow-simd

  1 2,092 0.0 Python

  The friendly PIL fork

  

Did you compare using pillow-SIMD or with vanilla pillow that comes with torchvision?

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