dkm-compression / dkm /__init__.py
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Add DKM implementation files
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"""
DKM: Differentiable K-Means Clustering Layer for Neural Network Compression
Implementation of the ICLR 2022 paper by Cho et al.
(arXiv: 2108.12659)
"""
from dkm.dkm_layer import DKMLayer
from dkm.compressor import DKMCompressor, compress_model
from dkm.utils import compute_model_size, compute_compression_ratio
__version__ = "1.0.0"
__all__ = [
"DKMLayer",
"DKMCompressor",
"compress_model",
"compute_model_size",
"compute_compression_ratio",
]