tensorflow/tfjs 13979
A WebGL accelerated JavaScript library for training and deploying ML models.
tensorflow/tfjs-core 8530
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Pretrained models for TensorFlow.js
Examples built with TensorFlow.js
A javascript library that extends D3.js to enable fast and beautiful visualizations.
Convert TensorFlow SavedModel and Keras models to TensorFlow.js
google/XNNPACK 593
High-efficiency floating-point neural network inference operators for mobile, server, and Web
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
TensorFlow.js high-level layers API
google/node-gles 275
startedsimonw/datasette
started time in 6 days
pull request commenttensorflow/tfjs
[wasm] Use single Emscripten JS module.
Ah, I guess I should have clarified. By 2 requests I meant:
- 1 request to fetch the main js library (the entire js bundle).
- 1 request to fetch the wasm binary.
For today's users of WASM, this PR makes the main js library smaller by 27kb, but .wasm large by 104kb. Thus I see it as a neg-negative change (2 xhr requests, more kb).
comment created time in 2 months
pull request commenttensorflow/tfjs
[wasm] Use single Emscripten JS module.
A more general question about the benefits of this change. It seems that the user will still make 2 XHR requests (.js and .wasm) to use TF.js (in either SIMD and non-SIMD configuration). The only difference is that some of the files overlap between the non-SIMD and SIMD configurations, but it is still making 2 requests, is that right?
comment created time in 2 months
pull request commenttensorflow/tfjs
[wasm] Use single Emscripten JS module.
For non-simd, looks like this triples the wasm binary size (156k over 52k) which is a significant increase. Given how important bundle sizes are in the JS world, we should maintain the same .wasm binary size for users that are not using simd or threading (which is almost all users of WASM today).
comment created time in 2 months
startedPAIR-code/thehardway
started time in 2 months
startedreduxjs/redux
started time in 3 months