Flashlight: Fast and flexible machine learning in C++

• DeepSpeed

  51 32,447 9.8 Python

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  

This is a very interesting claim. I find it credible because it stands to reason that projects like DeepSpeed[1] and TorchScript[2] wouldn't need to exist if inference performance of research PyTorch models was satisfactory for production, but often case it isn't.

It appears as though FlashLight is built on ArrayFire. I haven't seen how gradients are managed in arrayfire-ml, but perhaps it is the case that the autograd implementation in PyTorch was a bottleneck and this is a ground up approach.

[1] = https://github.com/microsoft/DeepSpeed

• swift

  16 6,052 0.0 Jupyter Notebook

  Discontinued Swift for TensorFlow (by tensorflow)

  

• 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.

  

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