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As far as I understand, the real problems are (1) how do you gather data to train on and (2) you need a lot of expensive GPU. Tensorflow and many more are alre
by yonixw 5y ago
As far as I understand, the real problems are (1) how do you gather data to train on and (2) you need a lot of expensive GPU.
Tensorflow and many more are already open source, so it looks like the problem is not softwareside... Same thing like we have OpenGL but we don't have the 3d models of games...
So you need some "Open-Source-Data" which we don't have, but still need otherwise the tenser-flow model will be useless...
- jstanley 5y agoIt's true that TensorFlow is open source, but it's far from trivial to make it work, so I don't think it's correct to say that there are no software-side problems. I have an AMD GPU which means I need to use TensorFlow-ROCm, but I've tried a few times and never succeeded in making it work.
- edude03 5y ago1 is “trivially” solved using something like dolthub.com - 2 I think is more a problem of FOSS economics. If a maintainer only wants to ship reproduced copies of a model - who should pay for the very expensive GPU compute to do so? Today most CI platforms offer free CPU compute to turn source code into binaries but I’m not aware of a platform that offers enough free GPU compute to make a similar model feasible