This is the Linux app named SparseML whose latest release can be downloaded as SparseMLv1.9.0Finalsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SparseML
DESCRIPTION
SparseML is an optimization toolkit for training and deploying deep learning models using sparsification techniques like pruning and quantization to improve efficiency.
Features
- Supports pruning, quantization, and distillation for model compression
- Works with PyTorch and TensorFlow models
- Enables efficient inference on CPUs without GPUs
- Provides pre-optimized recipes for popular deep learning architectures
- Reduces model size while maintaining accuracy
- Compatible with DeepSparse for optimized execution
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/sparseml.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
