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Import Tensorflow models #84
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Hello, thanks for the suggestion, right now there's not a built-in way to do that.
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Thanks for the reply, yeah when i was reading the code i thought of doing that, btw i really liked your structure and the code, but some of the names are using wrong UpperCamelCase, if i am not wrong UpperCamelCase doesnt apply to acronyms like API,CPU or GPU, would you mind if i renamed those and made a PR? And another thing would you mind if i separated the project into CPU only and GPU only? Sorry for using issues this way, but there is nowhere else to talk, maybe a Slack Channel, Discord or IRC something similar would be nice as well. |
The library generally uses the correct UpperCamelCase format, the only cases where I went with all-caps words are the As for having two separate libraries, the project was originally structured that way, but I decided to merge it as it was way easier to maintain, and allowed me to share more code with less trouble between the different modules of the library. I do plan to refactor the library in the future though to implement a better GPU memory management system (right now there's a bit of a memory bottleneck there, between GPU allocations and memory copy operations), so I might consider splitting the library into two different libraries then. Also, thank you for your kind words, I'm happy to hear you like the code style/structure of the library, and I hope it's not disorienting and easy enough to follow 😄 |
@Sergio0694 Consider about SciSharp's TensorFlow.NET. |
Hi @Oceania2018 - I just found out about that repo and it does look awesome! I should clarify why I decided to write my own neural network library though, instead of just using TensorFlow or another existing framework/library. In fact, the reason why I'm still working on this library (I'm currently in the middle of a rewrite that will also separate the CPU and GPU versions as @MarioGK asked) is because I plan to add new APIs for reinforcement learning, which will act as another project for me for yet another university exam. This is all to say, I made this repo public because I thought others might be interested in it, and because it might be useful for other fellow students/engineers/programmers to see how a neural network is actually built from scratch (since libraries like TF are often pretty difficult to look into, if you want to see how a given operation is actually implemented and executed), not because I actually wanted to compete with other top players in this field, like TensorFlow itself or your .NET port/bindings. 😄 I mean, whenever I need to do some work with more complex networks, I'm actually the first to jump back to Python (sigh) and use TensorFlow directly. That said though, I'll definitely give TensorFlow.NET a try in the future, it does look pretty awesome! You guys did a great work on that! 😊 |
Is it possible to import TensorFlow models to this library? is it a feature? if not is it planned? if not again xD, is there a way that i can do that manually?
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