tensorflow/tfjs tfjs-v2.0.1

TensorFlow.js 2.0.1

on GitHub

Core (2.0.0 ==> 2.0.1)

Features

• [core] Support explicit padding in tf.conv. (#3427).
• [wasm] Add SIMD detection. (#3344).
• [wasm] Add where / select. (#3376).
• [core] Modularize tf.fill and add to WASM backend. (#3388).
• float16 quantization + granular quantization (#3340). Thanks, @JesseFarebro.
• Support Complex64 weights conversion and loading (#3362).
• Upgrade Emscripten and add correctness test to benchmarks UI. (#3342).
• Modularize cumsum. (#3296).
• Add support for ellipsisMask in stridedSlice. (#3304).

Bug fixes

• Fix saving to IndexedDB inside web worker (#3403). Thanks, @paulkre.
• [wasm] Ensure concatenation axes are parsed. (#3387).

Development

• Modularize relu6, leakyRelu, prelu, selu. [Modularize relu6, leakyRelu, prelu, selu.] (#3431).
• Modularise atan2, floorDiv, mod and mul (#3407).
• modularize GatherNd (#3393).
• Modularize minimum & maximum (#3379).
• align fromPixels op with kernel calling convention (#3391).
• modularize complex ops (#3392).
• modularize pow op (#3369).
• Modularize relu. [Modularize relu.] (#3336).
• Fix maxPool save. [Fix maxPool save.] (#3337).
• Modularize pool ops. [Modularize pool ops.] (#3269).

Documentation

• Add docs about backends to tfjs-core readme (#3382). Thanks, @pvaneck.
• Add op modularization guide. (#3305).

Misc

• Update tfjs-core to 2.0.1. (#3439).
• fix: nms perf (#3351). Thanks, @lonelyclick.

Data (2.0.0 ==> 2.0.1)

Misc

• Update tfjs-data to 2.0.1. (#3448).

Layers (2.0.0 ==> 2.0.1)

Features

• fixed tf 2.2.0 weight error (#3370).

Bug fixes

• reenable the GRU integration test, fixed the shape mismatch error (#3377).

Documentation

• Improve docs for initialEpochs (#2856). Thanks, @pvaneck.

Misc

• Update tfjs-layers, tfjs-converter to 2.0.1, 2.0.1. (#3443).
• Clean up integration test in layers. (#3338).

Converter (2.0.0 ==> 2.0.1)

Features

• add support for tensor list (#3411).
• add stateful while and if ops (#3395).
• float16 quantization + granular quantization (#3340). Thanks, @JesseFarebro.
• added Cumsum and broadcastTo to converter (#3390).
• Adds loadSync to GraphModel (#3383). Thanks, @davlhd.
• Fix issue with control flow v2 nested loop (#3380).
• fixed tf 2.2.0 weight error (#3370).
• Support Complex64 weights conversion and loading (#3362).
• Adding support for Control flow v2 in converter and executor (#3346).

Documentation

• Improve docs for initialEpochs (#2856). Thanks, @pvaneck.

Misc

• Update tfjs-layers, tfjs-converter to 2.0.1, 2.0.1. (#3443).

Node (2.0.0 ==> 2.0.1)

Features

• [core] Support explicit padding in tf.conv. (#3427).

Misc

• Update tfjs-node, tfjs-node-gpu to 2.0.1, 2.0.1. (#3453).

Wasm (2.0.0 ==> 2.0.1)

Features

• [wasm] Enable SIMD. (#3355).
• [WASM] Add CommonJS output in rollup (#3378). Thanks, @pvaneck.
• [wasm] Add transpose support to Max kernel. (#3414).
• [wasm] Add SIMD detection. (#3344).
• [wasm] Upgrade XNNPACK and its dependencies. (#3343).
• [wasm] Add where / select. (#3376).
• [core] Modularize tf.fill and add to WASM backend. (#3388).
• Upgrade Emscripten and add correctness test to benchmarks UI. (#3342).

Bug fixes

• [wasm] Ensure concatenation axes are parsed. (#3387).
• [WASM] Fix allocation issue for buffers with byteOffsets (#3334). Thanks, @pvaneck.

Development

• Modularise atan2, floorDiv, mod and mul (#3407).
• modularize GatherNd (#3393).
• Modularize pool ops. [Modularize pool ops.] (#3269).

Misc

• Update tfjs-backend-wasm to 2.0.1. (#3454).