Tensorflow.js Guide
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A short introduction and opinion for the future open-source project of tensorflow.js
Tensorflow.js Guide
- 1. Tensoflow.js Guide A guide by Hyungsuk Kang
- 2. Tensorflow.js A WebGL accelerated deep learning library provided by Google
- 3. WebGL Graphics on Web app using javascript Tensorflow.js 一 殊企襴 General Purpose GPU(GPGPU) 殊企襴 Examples: https://github.com/holgerl/webgl-gpgpu
- 4. 伎 蟲褐 覦 ろ襴渚碁ゼ ル 覦一 ?
- 5. 覦ろ襴渚瑚 伎覲企 觜襯 伎! (..?) Reference 豢豌: MIT graduates, creators of Tensorfire. https://tenso.rs/ 豢豌: Compiling Tensorflow for the Browser https://goo.gl/PG7Mk8
- 6. tensorflow(python 螳讌襷 c++襦 螳) 蟲譟 伎 覈轟 覲企企 SWIG襦 wrap 伎 C++襦 覲る ｸ Protobuf襦 蠏碁襯 襷 れ C++ 殊企襴 Eigen朱 GPU襯 伎 , 覩碁 煙 一
- 8. SWIG: http://www.swig.org/ Protobuf: https://goo.gl/c5AHTJ Eigen: https://goo.gl/cP7Kvd
- 9. Tensorflow.js(覲 1) 蟲譟 Emscripten 伎 C/C++ 貊襯 LLVM-IR compiled js(asm.js)襦 覲
- 10. Compiled JS Webassembly襦 compile Javascript engine https://goo.gl/2XyySJ Reference 襦: BIG WEB APP? Compile it! https://goo.gl/LNtEki
- 11. 蠏碁Μ螻 覦ろ襴渚瑚 伎覲企 襴 一!
- 12. 覈 蠍郁鍵襷 觚殊一瑚 螳 覦ろ襴渚碁ゼ . 覈 蠍郁鍵れ 覦ろ襴渚 貉危朱襯 螳讌螻 る も(激)
- 13. 磯 Tensorfire: https://tenso.rs/ Tensorflow.js: https://goo.gl/NggYuL Keras.js: https://goo.gl/2HTwKK Mxnet.js: https://goo.gl/83u6BU
Editor's Notes
- #10: http://blog.seraum.com/compiled-javascript-with-nectarjs-can-be-faster-than-nodejs-and-c