tensorflow/tfjs tfjs-v2.7.0

on GitHub

Core (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• [webgl] Modularized mean kernel with custom shader. (#4033).
• Added mirrorPad kernel (#3951). Thanks, @AbdallaGomaa.

Bug fixes

• replace instanceof Promise with check of then function on the object (#4122).
• [webgl] Bump types dependency and remove from core. (#4109).
• Revert "[core] Make matMul accept mismatching batch dimensions when one input has batch 1." (#4099).

Development

• Modularize node backend kernels (#4119).
• Increase jasmine timeout. (#4086).

Documentation

• Fix documentation description (#4097). Thanks, @GantMan.
• Fix docs - camelCase (#4089). Thanks, @GantMan.

Misc

• Update monorepo to 2.7.0. (#4137).
• Fix gradient for min and max (#4136).
• [core] Make matMul accept mismatching batch dimensions when one input has batch 1. (#3917).
• Modularize depthwise conv ops. (#4078).
• Modularize more conv ops. (#4075).
• Implement HashTable ops (#4060).
• e2e custom bundling for dense models. (#4042).

Data (2.6.0 ==> 2.7.0)

Bug fixes

• replace instanceof Promise with check of then function on the object (#4122).

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).

Layers (2.6.0 ==> 2.7.0)

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• Speed up builds. (#4072).
• Implement HashTable ops (#4060).

Converter (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• Added mirrorPad kernel (#3951). Thanks, @AbdallaGomaa.

Bug fixes

• replace instanceof Promise with check of then function on the object (#4122).
• support partial shape for transform graph (#4057).

Documentation

• Properly escape wildcard asterisks (#4053). Thanks, @josephrocca.

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• Implement HashTable ops (#4060).
• Modularize conv2D, fusedConv2D (#4059).
• Python converter bugfix (#4037). Thanks, @patlevin.

Node (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• Add implementation for inputs and outputs getters to SavedModel (#4036). Thanks, @patlevin.
• Added mirrorPad kernel (#3951). Thanks, @AbdallaGomaa.

Development

• Modularize node backend kernels (#4119).
• Modularize Greater, GreaterEqual, Less, LessEqual, ... (#4106).

Documentation

• Fix typo in docs (#4067). Thanks, @GantMan.

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• Speed up builds. (#4072).

Wasm (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• [webgl] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3956).

Bug fixes

• [wasm] Fix bundler config and change module entry point in package.json. (#4121).

Documentation

• Fix broken all_kernels.ts URL (#4111). Thanks, @josephrocca.

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• e2e custom bundling for dense models. (#4042).

Cpu (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• Added mirrorPad kernel (#3951). Thanks, @AbdallaGomaa.
• [webgl] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3956).

Bug fixes

• Revert "[core] Make matMul accept mismatching batch dimensions when one input has batch 1." (#4099).

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• Modularize Fill. (#4096).
• [core] Make matMul accept mismatching batch dimensions when one input has batch 1. (#3917).
• Reorder kernel orders. (#4082).
• Modularize depthwise conv ops. (#4078).
• Modularize more conv ops. (#4075).
• Modularize conv2D, fusedConv2D (#4059).
• Make generated files more linter friendly (#4063).
• e2e custom bundling for dense models. (#4042).
• Remove "kernelFunc" suffix from all kernel func names. Thanks, @jinjingforever.

Webgl (2.6.0 ==> 2.7.0)

Features

• [core] MatMul broadcasting. (#4100).
• [webgl] Modularized mean kernel with custom shader. (#4033).
• Added mirrorPad kernel (#3951). Thanks, @AbdallaGomaa.
• [webgl] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3956).

Bug fixes

• [webgl] Bump types dependency and remove from core. (#4109).
• Revert "[core] Make matMul accept mismatching batch dimensions when one input has batch 1." (#4099).
• [webgl] Fix uninitialized zeros tensors, fix dtype upcasting. (#4064).

Documentation

• add license header (#4046).

Misc

• Update release branch tfjs_2.7.0 lock files.
• Update monorepo to 2.7.0. (#4137).
• [core] Make matMul accept mismatching batch dimensions when one input has batch 1. (#3917).
• Speed up builds. (#4072).
• use webgl1 testEnv flags as registered (#4065).
• Remove "kernelFunc" suffix from all kernel func names. Thanks, @jinjingforever.