mmrazor
pytorch2keras
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| mmrazor | pytorch2keras | |
|---|---|---|
| 4 | 2 | |
| 1,361 | 846 | |
| 2.9% | - | |
| 2.8 | 0.0 | |
| 7 days ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mmrazor
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMRazor: OpenMMLab model compression toolbox and benchmark.
- Still worrying about model compression? MMRazor may work for you.
- Still worrying about model compression? MMRazor is all you need
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[P] 4.5 times faster Hugging Face transformer inference by modifying some Python AST
https://github.com/open-mmlab/mmrazor ,it may work for you~
pytorch2keras
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Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help
It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.
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Is Pytorch good deployment wise?
But of course, you can always train a model with one framework and run inference with another. For instance, pytorch2keras does exactly this.
What are some alternatives?
transformer-deploy - Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
NudeNet - Neural Nets for Nudity Detection and Censoring
neural-compressor - SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
InvoiceNet - Deep neural network to extract intelligent information from invoice documents.
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
facenet-pytorch - Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Pointnet_Pointnet2_pytorch - PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
efficientnet-lite-keras - Keras reimplementation of EfficientNet Lite.
ttach - Image Test Time Augmentation with PyTorch!
onnx-tensorflow - Tensorflow Backend for ONNX
sparsednn - Fast sparse deep learning on CPUs
cnn-watermark-removal - Fully convolutional deep neural network to remove transparent overlays from images