3 ms·
SMLL: Using 200MB of Neural Network to Save 400 Bytes
- msephton 8mo agoNo mention of decompression speed and validation, or did I miss something?
- savalione 8mo agoIt's in the post: Benchmarks -> Speed tl;dr: SMLL is approximately 10,000x slower than Gzip
- f_devd 8mo agoHaving worked on compression algos, any NN is just way to slow for (de-)compression. A potential usage of them is for coarse prior estimation in something like rANS, but even then the overhead cost would need to carefully weighted against something like Markov chains since the relative cost is just so large.