Differentiable Fine-grained Quantization for Deep Neural Network Compression.
Hsin-Pai ChengYuanjun HuangXuyang GuoYifei HuangFeng YanHai LiYiran ChenPublished in: CoRR (2018)
Keyphrases
- fine grained
- neural network
- coarse grained
- quantization noise
- lossy image compression
- efficient compression
- image compression
- data compression
- uniform quantization
- access control
- back propagation
- compression algorithm
- tightly coupled
- quantization error
- compression scheme
- transform coding
- artificial neural networks
- objective function
- data lineage
- entropy coding
- lossless compression
- massively parallel
- compression ratio
- data structure
- search engine