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@neuralmagic

Neural Magic

Neural Magic helps developers in accelerating deep learning performance using automated model sparsification technologies and a CPU inference engine.

Pinned

  1. sparseml Public

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

    Python 964 79

  2. deepsparse Public

    Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

    Python 588 46

  3. sparsezoo Public

    Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

    Python 132 10

  4. sparsify Public

    Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes for better inference performance and a smaller footprint

    JavaScript 164 16

  5. docs Public

    Top-level directory for documentation and general content

    HTML 35 2

Repositories

  • transformers Public

    🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

    Python 3 Apache-2.0 14,935 0 4 Updated May 20, 2022
  • deepsparse Public

    Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

    Python 588 46 2 12 Updated May 20, 2022
  • sparseml Public

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

    Python 964 Apache-2.0 79 10 18 Updated May 20, 2022
  • sparsezoo Public

    Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

    Python 132 Apache-2.0 10 0 5 Updated May 20, 2022
  • yolov5 Public

    YOLOv5 in PyTorch > ONNX > CoreML > TFLite

    Python 8 GPL-3.0 9,408 0 5 Updated May 20, 2022
  • docs Public

    Top-level directory for documentation and general content

    HTML 35 Apache-2.0 2 0 0 Updated May 19, 2022
  • sparsify Public

    Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes for better inference performance and a smaller footprint

    JavaScript 164 Apache-2.0 16 0 1 Updated May 17, 2022
  • yolact Public

    A simple, fully convolutional model for real-time instance segmentation.

    Python 1 MIT 1,172 0 0 Updated Mar 27, 2022
  • yolov3 Public

    YOLOv3 in PyTorch > ONNX > CoreML > TFLite

    Python 1 GPL-3.0 3,215 0 3 Updated Mar 15, 2022
  • pytorch-image-models Public

    PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

    Python 2 Apache-2.0 3,085 0 0 Updated Jan 26, 2022
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