p2pfl.learning.compression package

P2PFL compressions.

Submodules

• p2pfl.learning.compression.base_compression_strategy module
  • ByteCompressor
    • ByteCompressor.apply_strategy()
    • ByteCompressor.reverse_strategy()
  • CompressionStrategy
    • CompressionStrategy.apply_strategy()
    • CompressionStrategy.reverse_strategy()
  • TensorCompressor
    • TensorCompressor.apply_strategy()
    • TensorCompressor.reverse_strategy()
• p2pfl.learning.compression.lra_strategy module
  • LowRankApproximation
    • LowRankApproximation.apply_strategy()
    • LowRankApproximation.reverse_strategy()
• p2pfl.learning.compression.lzma_strategy module
  • LZMACompressor
    • LZMACompressor.apply_strategy()
    • LZMACompressor.reverse_strategy()
• p2pfl.learning.compression.manager module
  • CompressionManager
    • CompressionManager.apply()
    • CompressionManager.get_registry()
    • CompressionManager.reverse()
• p2pfl.learning.compression.quantization_strategy module
  • PTQuantization
    • PTQuantization.apply_strategy()
    • PTQuantization.reverse_strategy()
• p2pfl.learning.compression.topk_strategy module
  • TopKSparsification
    • TopKSparsification.apply_strategy()
    • TopKSparsification.reverse_strategy()
• p2pfl.learning.compression.zlib_strategy module
  • ZlibCompressor
    • ZlibCompressor.apply_strategy()
    • ZlibCompressor.reverse_strategy()