Compression methods for model acceleration (i.e., model parallelism) papers: Does compressing activations help model parallel training? (2023) - They presents the first empirical study on the ...

Abstract: This paper provides the study of various lossless data compression techniques and compares their performance and efficiency using time and space complexity. Data compression is itself a huge ...