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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 1.5k 117

  2. deepsparse Public

    Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application

    Python 1.4k 84

  3. sparsezoo Public

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

    Python 277 17

  4. sparsify Public

    APIs that provide simple pathways to build sparse models, all with a one-line API call

    JavaScript 265 25

  5. docs Public

    Top-level directory for documentation and general content

    HTML 113 6

Repositories

  • sparseml Public

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

    Python 1,548 Apache-2.0 117 8 31 Updated Mar 16, 2023
  • deepsparse Public

    Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application

    Python 1,372 Apache-2.0 84 6 20 Updated Mar 16, 2023
  • yolov5 Public

    YOLOv5 in PyTorch > ONNX > CoreML > TFLite

    Python 17 GPL-3.0 13,146 0 4 Updated Mar 15, 2023
  • sahi Public

    Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

    Python 0 MIT 385 0 0 Updated Mar 15, 2023
  • sparsezoo Public

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

    Python 277 Apache-2.0 17 1 7 Updated Mar 13, 2023
  • docs Public

    Top-level directory for documentation and general content

    HTML 113 Apache-2.0 6 1 22 Updated Mar 7, 2023
  • sparsify Public

    APIs that provide simple pathways to build sparse models, all with a one-line API call

    JavaScript 265 Apache-2.0 25 1 11 Updated Mar 3, 2023
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1 404 0 1 Updated Mar 3, 2023
  • transformers Public

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

    Python 8 Apache-2.0 18,604 0 10 Updated Feb 21, 2023
  • yolact Public

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

    Python 5 MIT 1,258 0 0 Updated Feb 16, 2023
View all repositories