sparseml

We have hosted the application sparseml in order to run this application in our online workstations with Wine or directly.

Quick description about sparseml:

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.
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