3 ms·
Compression ratio/speed Program or model size: bytes rato: bpb speed: KB/s xz -9 24 865 244 1.99 1020 LSTM (small)
by xxs 5y ago
Compression ratio/speed
Program or model size: bytes rato: bpb speed: KB/s
xz -9 24 865 244 1.99 1020
LSTM (small) 20 500 039 1.64 41.7
Transformer 18 126 936 1.45 1.79 (!)
LSTM (large2) 16 791 077 1.34 2.38
Note the decompression is not faster than compression (unlike xz)
- bckr 5y agoOkay. Stupid question. What in the world do the ratio numbers mean? I get that "bpb" means "byte-per-byte". Is it input bytes per output bytes? Or the other way around? And why do some of the ratios go below 1.0? e.g. NNCP v2 (Transformer) 0.914