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I suspect his neural net library used in this could become quite useful and propagate far and wide if it were open-sourced: https://bellard.org/libnc/ https://b
by etaioinshrdlu 5y ago
I suspect his neural net library used in this could become quite useful and propagate far and wide if it were open-sourced: https://bellard.org/libnc/ https://bellard.org/libnc/
- londons_explore 5y agoIt's a lightweight ML library... But I'm not sure if it makes sense for anything with CUDA as a dependency to be lightweight.
- justinclift 5y agoFor reference, this is what it's License section says: The LibNC library is free to use as a binary shared library. Contact the author if access to its source code is required. https://bellard.org/libnc/libnc.html#License https://bellard.org/libnc/libnc.html#License
- xxs 5y agoCompression 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