https://github.com/tensorflow/tfjs - tfjs-v4.22.0

Core (4.21.0 ==> 4.22.0)

Misc

• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.
• Fix typos in the documentation strings of the tfjs-core directory (#8413). Thanks, @gaikwadrahul8.

Data (4.21.0 ==> 4.22.0)

Misc

• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.
• [tfjs-data] support async generator (#8408). Thanks, @tharvik.

Layers (4.21.0 ==> 4.22.0)

Misc

• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.
• Fix typos in the documentation strings of the tfjs-layers directory (#8411). Thanks, @gaikwadrahul8.

Converter (4.21.0 ==> 4.22.0)

Misc

• Update lockfiles branch tfjs4.22.0lockfiles lock files. (#8420). Thanks, @dbcp1.
• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.

Node (4.21.0 ==> 4.22.0)

Misc

• Update lockfiles branch tfjs4.22.0lockfiles lock files. (#8420). Thanks, @dbcp1.
• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.
• Fix typos in the documentation strings of the tfjs-node directory (#8412). Thanks, @gaikwadrahul8.

Wasm (4.21.0 ==> 4.22.0)

Misc

• Update lockfiles branch tfjs4.22.0lockfiles lock files. (#8420). Thanks, @dbcp1.
• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.

Cpu (4.21.0 ==> 4.22.0)

Misc

• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.

Webgl (4.21.0 ==> 4.22.0)

Misc

• Update lockfiles branch tfjs4.22.0lockfiles lock files. (#8420). Thanks, @dbcp1.
• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.

WebGPU (4.21.0 ==> 4.22.0)

Misc

• Update lockfiles branch tfjs4.22.0lockfiles lock files. (#8420). Thanks, @dbcp1.
• Update monorepo to 4.22.0. (#8419). Thanks, @dbcp1.
• webgpu: fix: conditionally call deprecated GPUAdapter.requestAdapterInfo (#8392). Thanks, @mattvr.

- TypeScript
Published by dbcp1 over 1 year ago

https://github.com/tensorflow/tfjs - tfjs-v4.21.0

Core (4.20.0 ==> 4.21.0)

Misc

• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.
• Update supported TypedArray data types in tf.tensor in the documentation (#8287). Thanks, @gaikwadrahul8.

Data (4.20.0 ==> 4.21.0)

Misc

• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

Layers (4.20.0 ==> 4.21.0)

Features

• Subject: Add R2Score metric. (#8353) (#8169). Thanks, @lukonik. ### Misc
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.
• Fix iOS nightly device deprecated by updating device (#8348).

Converter (4.20.0 ==> 4.21.0)

Bug fixes

• Quote props of DataType enum to prevent name mangling (#8361). ### Misc
• Update lockfiles branch tfjs4.21.0lockfiles lock files. (#8372). Thanks, @dbcp1.
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.
• Update broken link for tf.keras SavedModel in README.md (#8313). Thanks, @gaikwadrahul8.

Node (4.20.0 ==> 4.21.0)

Misc

• Update lockfiles branch tfjs4.21.0lockfiles lock files. (#8372). Thanks, @dbcp1.
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

Wasm (4.20.0 ==> 4.21.0)

Misc

• Update lockfiles branch tfjs4.21.0lockfiles lock files. (#8372). Thanks, @dbcp1.
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

Cpu (4.20.0 ==> 4.21.0)

Misc

• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

Webgl (4.20.0 ==> 4.21.0)

Misc

• Update lockfiles branch tfjs4.21.0lockfiles lock files. (#8372). Thanks, @dbcp1.
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

WebGPU (4.20.0 ==> 4.21.0)

Misc

• Update lockfiles branch tfjs4.21.0lockfiles lock files. (#8372). Thanks, @dbcp1.
• Update monorepo to 4.21.0. (#8371). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 over 1 year ago

https://github.com/tensorflow/tfjs - tfjs-v4.20.0

Core (4.19.0 ==> 4.20.0)

Misc

• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Data (4.19.0 ==> 4.20.0)

Misc

• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Layers (4.19.0 ==> 4.20.0)

Misc

• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Converter (4.19.0 ==> 4.20.0)

Misc

• Update lockfiles branch tfjs4.20.0lockfiles lock files. (#8296). Thanks, @dbcp1.
• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Node (4.19.0 ==> 4.20.0)

Misc

• Update lockfiles branch tfjs4.20.0lockfiles lock files. (#8296). Thanks, @dbcp1.
• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.
• Update tar package version for tfjs-node & tfjs-node-gpu (#8280). Thanks, @gaikwadrahul8.

Wasm (4.19.0 ==> 4.20.0)

Misc

• Update lockfiles branch tfjs4.20.0lockfiles lock files. (#8296). Thanks, @dbcp1.
• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Cpu (4.19.0 ==> 4.20.0)

Misc

• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

Webgl (4.19.0 ==> 4.20.0)

Misc

• Update lockfiles branch tfjs4.20.0lockfiles lock files. (#8296). Thanks, @dbcp1.
• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

WebGPU (4.19.0 ==> 4.20.0)

Misc

• Update lockfiles branch tfjs4.20.0lockfiles lock files. (#8296). Thanks, @dbcp1.
• Update monorepo to 4.20.0. (#8294). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 over 1 year ago

https://github.com/tensorflow/tfjs - tfjs-v4.19.0

Core (4.18.0 ==> 4.19.0)

Misc

• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

Data (4.18.0 ==> 4.19.0)

Misc

• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

Layers (4.18.0 ==> 4.19.0)

Features

• Add support for GELU and approximate activation functions (#8224). Thanks, @Vectorrent. ### Bug fixes
• Update exception logic in convolutional.ts (#8248). Thanks, @gaikwadrahul8. ### Misc
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

Converter (4.18.0 ==> 4.19.0)

Misc

• Update lockfiles branch tfjs4.19.0lockfiles lock files. (#8264). Thanks, @dbcp1.
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

Node (4.18.0 ==> 4.19.0)

Misc

• Update lockfiles branch tfjs4.19.0lockfiles lock files. (#8264). Thanks, @dbcp1.
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.
• Update installation steps for Windows / Mac OS X for tfjs-node in README.md (#8101). Thanks, @gaikwadrahul8.

Wasm (4.18.0 ==> 4.19.0)

Misc

• Update lockfiles branch tfjs4.19.0lockfiles lock files. (#8264). Thanks, @dbcp1.
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.
• Fixing typos in READMEs (#8213). Thanks, @Branchverse.

Cpu (4.18.0 ==> 4.19.0)

Misc

• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

Webgl (4.18.0 ==> 4.19.0)

Misc

• Update lockfiles branch tfjs4.19.0lockfiles lock files. (#8264). Thanks, @dbcp1.
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.

WebGPU (4.18.0 ==> 4.19.0)

Misc

• Update lockfiles branch tfjs4.19.0lockfiles lock files. (#8264). Thanks, @dbcp1.
• Update monorepo to 4.19.0. (#8263). Thanks, @dbcp1.
• Export WebGPUProgram as type to fix g3 isolatedModules issue (#8252).

- TypeScript
Published by dbcp1 almost 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.18.0

Core (4.17.0 ==> 4.18.0)

Misc

• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Data (4.17.0 ==> 4.18.0)

Misc

• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Layers (4.17.0 ==> 4.18.0)

Misc

• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Converter (4.17.0 ==> 4.18.0)

Misc

• Update lockfiles branch tfjs4.18.0lockfiles lock files. (#8251). Thanks, @dbcp1.
• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.
• nightly test fix (#8214).
• Fixed typos in documentation string. (#7782). Thanks, @shmishra99.

Node (4.17.0 ==> 4.18.0)

Misc

• Update lockfiles branch tfjs4.18.0lockfiles lock files. (#8251). Thanks, @dbcp1.
• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Wasm (4.17.0 ==> 4.18.0)

Misc

• Update lockfiles branch tfjs4.18.0lockfiles lock files. (#8251). Thanks, @dbcp1.
• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Cpu (4.17.0 ==> 4.18.0)

Misc

• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

Webgl (4.17.0 ==> 4.18.0)

Misc

• Update lockfiles branch tfjs4.18.0lockfiles lock files. (#8251). Thanks, @dbcp1.
• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

WebGPU (4.17.0 ==> 4.18.0)

Misc

• Update lockfiles branch tfjs4.18.0lockfiles lock files. (#8251). Thanks, @dbcp1.
• Update monorepo to 4.18.0. (#8250). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 almost 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.17.0

Core (4.16.0 ==> 4.17.0)

Misc

• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

Data (4.16.0 ==> 4.17.0)

Misc

• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

Layers (4.16.0 ==> 4.17.0)

Misc

• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

Converter (4.16.0 ==> 4.17.0)

Misc

• Update lockfiles branch tfjs4.17.0lockfiles lock files. (#8162). Thanks, @dbcp1.
• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.
• merge g3 cl (#8138).

Node (4.16.0 ==> 4.17.0)

Misc

• Update lockfiles branch tfjs4.17.0lockfiles lock files. (#8162). Thanks, @dbcp1.
• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.
• Fix for windows installation #7341 (#8122). Thanks, @vicmmg.
• Update broken link for MacOS Catalina guide in README.md (#8032). Thanks, @gaikwadrahul8.

Wasm (4.16.0 ==> 4.17.0)

Misc

• Update lockfiles branch tfjs4.17.0lockfiles lock files. (#8162). Thanks, @dbcp1.
• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

Cpu (4.16.0 ==> 4.17.0)

Misc

• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

Webgl (4.16.0 ==> 4.17.0)

Misc

• Update lockfiles branch tfjs4.17.0lockfiles lock files. (#8162). Thanks, @dbcp1.
• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

WebGPU (4.16.0 ==> 4.17.0)

Misc

• Update lockfiles branch tfjs4.17.0lockfiles lock files. (#8162). Thanks, @dbcp1.
• Update monorepo to 4.17.0. (#8161). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 about 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.16.0

Core (4.15.0 ==> 4.16.0)

Misc

• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Data (4.15.0 ==> 4.16.0)

Misc

• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Layers (4.15.0 ==> 4.16.0)

Misc

• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Converter (4.15.0 ==> 4.16.0)

Bug fixes

• apply g3 fixes for jax (#8099). ### Misc
• Update lockfiles branch tfjs4.16.0lockfiles lock files. (#8137). Thanks, @dbcp1.
• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.
• Add support for complex64 data type in parseDtypeParam function (#8083). Thanks, @Lutra-Fs.

Node (4.15.0 ==> 4.16.0)

Misc

• Update lockfiles branch tfjs4.16.0lockfiles lock files. (#8137). Thanks, @dbcp1.
• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Wasm (4.15.0 ==> 4.16.0)

Misc

• Update lockfiles branch tfjs4.16.0lockfiles lock files. (#8137). Thanks, @dbcp1.
• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Cpu (4.15.0 ==> 4.16.0)

Misc

• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

Webgl (4.15.0 ==> 4.16.0)

Misc

• Update lockfiles branch tfjs4.16.0lockfiles lock files. (#8137). Thanks, @dbcp1.
• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

WebGPU (4.15.0 ==> 4.16.0)

Misc

• Update lockfiles branch tfjs4.16.0lockfiles lock files. (#8137). Thanks, @dbcp1.
• Update monorepo to 4.16.0. (#8136). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 about 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.15.0

Core (4.14.0 ==> 4.15.0)

Misc

• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.
• Stream weights to the GPU when loading a model (#7994).

Data (4.14.0 ==> 4.15.0)

Misc

• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

Layers (4.14.0 ==> 4.15.0)

Misc

• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

Converter (4.14.0 ==> 4.15.0)

Misc

• Update lockfiles branch tfjs4.15.0lockfiles lock files. (#8098). Thanks, @dbcp1.
• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.
• Stream weights to the GPU when loading a model (#7994).

Node (4.14.0 ==> 4.15.0)

Misc

• Update lockfiles branch tfjs4.15.0lockfiles lock files. (#8098). Thanks, @dbcp1.
• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

Wasm (4.14.0 ==> 4.15.0)

Misc

• Update lockfiles branch tfjs4.15.0lockfiles lock files. (#8098). Thanks, @dbcp1.
• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

Cpu (4.14.0 ==> 4.15.0)

Misc

• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

Webgl (4.14.0 ==> 4.15.0)

Misc

• Update lockfiles branch tfjs4.15.0lockfiles lock files. (#8098). Thanks, @dbcp1.
• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

WebGPU (4.14.0 ==> 4.15.0)

Misc

• Update lockfiles branch tfjs4.15.0lockfiles lock files. (#8098). Thanks, @dbcp1.
• Update monorepo to 4.15.0. (#8096). Thanks, @dbcp1.

- TypeScript
Published by dbcp1 about 2 years ago

https://github.com/tensorflow/tfjs - tfjs-react-native 1.0.0

tfjs-react-native (0.8.0 ==> 1.0.0)

This update fixes a lot of the old dependency version issues, including bringing the react native dependency up from 0.59.0 to 0.72.0. Thanks @paradite!

Features

• Update tfjs-react-native dependencies (#8062). Thanks, @paradite. ### Documentation
• Remove step to install expo-gl-cpp (#7286). Thanks, @Rhysjc. ### Security
• build(deps): bump http-cache-semantics in /tfjs-react-native (#7340). Thanks, @dependabot[bot].
• build(deps): bump decode-uri-component (#7150). Thanks, @dependabot[bot].
• build(deps): bump qs in /tfjs-react-native/integration_rn59 (#7149). Thanks, @dependabot[bot].
• Bump simple-plist in /tfjs-react-native/integration_rn59 (#6485). Thanks, @dependabot[bot].
• Bump plist from 3.0.1 to 3.0.4 in /tfjs-react-native/integration_rn59 (#6182). Thanks, @dependabot[bot]. ### Misc
• Update tfjs-react-native to 1.0.0. (#8071).
• build(deps): bump semver in /tfjs-react-native/integration_rn59 (#7820). Thanks, @dependabot[bot].
• Update vis, automl, inference, and react-native deps to tfjs 4.3.0 (#7502).
• React native update tfjs to 4.2.0 (#7451).
• build(deps): bump ua-parser-js in /tfjs-react-native/integration_rn59 (#7319). Thanks, @dependabot[bot].
• build(deps): bump json5 from 2.2.0 to 2.2.3 in /tfjs-react-native (#7241). Thanks, @dependabot[bot].
• build(deps): bump json5 in /tfjs-react-native/integration_rn59 (#7238). Thanks, @dependabot[bot].
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-react-native (#7083). Thanks, @dependabot[bot].
• Bump minimatch in /tfjs-react-native/integration_rn59 (#7080). Thanks, @dependabot[bot].
• fix: typo in error output (#7002). Thanks, @TGTGamer.
• Add path mapping to the root tsconfig (#6957).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Fixed the typo: cosnt -> const (#6798). Thanks, @I-am-vishalmaurya.
• Bump jpeg-js from 0.4.3 to 0.4.4 in /tfjs-react-native (#6547). Thanks, @dependabot[bot].
• Bump jpeg-js from 0.4.3 to 0.4.4 in /tfjs-react-native/integration_rn59 (#6546). Thanks, @dependabot[bot].
• [secu] update package.json files to resolve security alerts (#6448).
• Bump plist from 3.0.4 to 3.0.5 in /tfjs-react-native/integration_rn59 (#6276). Thanks, @dependabot[bot].
• Bump ansi-regex from 4.1.0 to 4.1.1 in /tfjs-react-native (#6275). Thanks, @dependabot[bot].
• Security fixes (#6268).
• Bump lodash in /tfjs-react-native/integration_rn59 (#6225). Thanks, @dependabot[bot].
• yarn.lock updates for security warning (#6229).
• Bump url-parse in /tfjs-react-native/integration_rn59 (#6181). Thanks, @dependabot[bot].
• Bump ua-parser-js in /tfjs-react-native/integration_rn59 (#6142). Thanks, @dependabot[bot].
• Bump ajv from 6.10.2 to 6.12.6 in /tfjs-react-native/integration_rn59 (#6141). Thanks, @dependabot[bot].
• Bump handlebars in /tfjs-react-native/integration_rn59 (#6140). Thanks, @dependabot[bot].
• Update package.json to include the repository (#5770). Thanks, @v-rr.(base)

- TypeScript
Published by mattsoulanille about 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.14.0

Core (4.13.0 ==> 4.14.0)

Misc

• Update monorepo to 4.14.0. (#8085).
• webgpu: apply the new timestampWrites format (#8048). Thanks, @qjia7.
• Fix worker tests using the wrong paths in importScripts (#8050).

Data (4.13.0 ==> 4.14.0)

Misc

• Update monorepo to 4.14.0. (#8085).

Layers (4.13.0 ==> 4.14.0)

Misc

• Update monorepo to 4.14.0. (#8085).

Converter (4.13.0 ==> 4.14.0)

Documentation

• Update correct links for Keras HDF5 and tf.keras SavedModel in README.md (#8051). Thanks, @gaikwadrahul8. ### Misc
• Update lockfiles branch tfjs4.14.0lockfiles lock files. (#8086). Thanks, @dbcp1.
• Update monorepo to 4.14.0. (#8085).
• Update broken link for Frozen Model hyperlink in README.md (#8063). Thanks, @gaikwadrahul8.

Node (4.13.0 ==> 4.14.0)

Misc

• Update lockfiles branch tfjs4.14.0lockfiles lock files. (#8086). Thanks, @dbcp1.
• Update monorepo to 4.14.0. (#8085).

Wasm (4.13.0 ==> 4.14.0)

Misc

• Update lockfiles branch tfjs4.14.0lockfiles lock files. (#8086). Thanks, @dbcp1.
• Update monorepo to 4.14.0. (#8085).

Cpu (4.13.0 ==> 4.14.0)

Misc

• Update monorepo to 4.14.0. (#8085).

Webgl (4.13.0 ==> 4.14.0)

Misc

• Update lockfiles branch tfjs4.14.0lockfiles lock files. (#8086). Thanks, @dbcp1.
• Update monorepo to 4.14.0. (#8085).

WebGPU (4.13.0 ==> 4.14.0)

Bug fixes

• Fix isWebGPUSupported throwing an error in node (#8070). ### Misc
• Update lockfiles branch tfjs4.14.0lockfiles lock files. (#8086). Thanks, @dbcp1.
• Update monorepo to 4.14.0. (#8085).
• webgpu: apply the new timestampWrites format (#8048). Thanks, @qjia7.

- TypeScript
Published by dbcp1 about 2 years ago

https://github.com/tensorflow/tfjs - tfjs_v4.13.0

Core (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).
• feat: fix tensor class import (#7947). Thanks, @paradite.

Data (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

Layers (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).
• [tfjs-layers] Fix outputs and mask mismatch (#7993). Thanks, @axinging.

Converter (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

Node (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

Wasm (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

Cpu (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

Webgl (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).

WebGPU (4.12.0 ==> 4.13.0)

Misc

• Update monorepo to 4.13.0. (#8054).
• fix browser check (#8001). Thanks, @crowlKats.

- TypeScript
Published by laxmareddyp over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.13.0-rc.0

Core (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).
• feat: fix tensor class import (#7947). Thanks, @paradite.

Data (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update monorepo to 4.13.0-rc.0. (#8043).

Layers (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update monorepo to 4.13.0-rc.0. (#8043).
• [tfjs-layers] Fix outputs and mask mismatch (#7993). Thanks, @axinging.

Converter (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).

Node (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).

Wasm (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).

Cpu (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update monorepo to 4.13.0-rc.0. (#8043).

Webgl (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).

WebGPU (4.12.0 ==> 4.13.0-rc.0)

Misc

• Update lockfiles branch tfjs4.13.0-rc.0lockfiles lock files. (#8046).
• Update monorepo to 4.13.0-rc.0. (#8043).
• fix browser check (#8001). Thanks, @crowlKats.

- TypeScript
Published by laxmareddyp over 2 years ago

https://github.com/tensorflow/tfjs - tfjs_v4.12.0

Core (4.11.0 ==> 4.12.0)

Misc

• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).

Data (4.11.0 ==> 4.12.0)

Misc

• Update monorepo to 4.12.0. (#8013).

Layers (4.11.0 ==> 4.12.0)

Misc

• Update monorepo to 4.12.0. (#8013).
• [layers] Import arraysEqual from the public import path (#7959).

Converter (4.11.0 ==> 4.12.0)

Misc

• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).
• [converter] fixed py import for auto tracking (#7982).

Node (4.11.0 ==> 4.12.0)

Misc

• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).
• [converter] fixed py import for auto tracking (#7982).

Wasm (4.11.0 ==> 4.12.0)

Misc

• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).
• Update broken link for Benchmarks page (#7796). Thanks, @gaikwadrahul8.
• Infer dtype in wasm fill (#7953). Thanks, @sklum.

Cpu (4.11.0 ==> 4.12.0)

Misc

• Update monorepo to 4.12.0. (#8013).

Webgl (4.11.0 ==> 4.12.0)

Misc

• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).

WebGPU (4.11.0 ==> 4.12.0)

Bug fixes

• webgpu: Enable importExternalTexture (#7976). Thanks, @gyagp. ### Misc
• Update lockfiles branch tfjs4.12.0lockfiles lock files. (#8017).
• Update monorepo to 4.12.0. (#8013).
• [WebGPU] Fix shader key for ScatterProgram (#7932).

- TypeScript
Published by laxmareddyp over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.12.0-rc.0

Core (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.

Data (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.

Layers (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.
• [layers] Import arraysEqual from the public import path (#7959).

Converter (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.
• [converter] fixed py import for auto tracking (#7982).

Node (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.
• [converter] fixed py import for auto tracking (#7982).

Wasm (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.
• Update broken link for Benchmarks page (#7796). Thanks, @gaikwadrahul8.
• Infer dtype in wasm fill (#7953). Thanks, @sklum.

Cpu (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.

Webgl (4.11.0 ==> 4.12.0-rc.0)

Misc

• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.

WebGPU (4.11.0 ==> 4.12.0-rc.0)

Bug fixes

• webgpu: Enable importExternalTexture (#7976). Thanks, @gyagp. ### Misc
• Update monorepo to 4.12.0-rc.0. (#7998). Thanks, @Dedongala.
• [WebGPU] Fix shader key for ScatterProgram (#7932)

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.11.0

Core (4.10.0 ==> 4.11.0)

Bug fixes

• Make MultiHeadAttention use masks from query and value tensors (#7951).
• [tfjs-core] fix gather gradient when batchDims is 1 (#7942). Thanks, @paradite. ### Misc
• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Re-enable nightly firefox tests (#7954).
• [WebGPU] Ensure tf.any and tf.all return bool tensors (#7928).
• [tfjs-node] fixed range issue for int32 tensor with size larger than 2 ^ 24 (#7931).
• Disable firefox browserstack tests temporarily (#7935).

Data (4.10.0 ==> 4.11.0)

Misc

• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Disable firefox browserstack tests temporarily (#7935).

Layers (4.10.0 ==> 4.11.0)

Bug fixes

• Make MultiHeadAttention use masks from query and value tensors (#7951). ### Misc
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Re-enable nightly firefox tests (#7954).
• Add spec for GPT2CausalLM and dependencies (#7897). Thanks, @pforderique.
• Disable firefox browserstack tests temporarily (#7935).
• Fix bug where a model with empty weights fails to load (#7868). Thanks, @thekevinscott.
• Implement GPT2 Backbone (#7894). Thanks, @pforderique.
• Implement TransformerDecoder layer (#7890). Thanks, @pforderique.
• Implement CachedMultiHeadAttention layer (#7882). Thanks, @pforderique.
• Implement PositionEmbedding layer (#7887). Thanks, @pforderique.
• Implement MultiHeadAttention Layer (#7875). Thanks, @pforderique.
• Update weights loading (#7872).

Converter (4.10.0 ==> 4.11.0)

Misc

• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Update Hyperlinks To Correct Hyperlinks (#7891). Thanks, @gaikwadrahul8.
• Update README.md for tf-nightly-cpu-2.0-preview hyperlink (#7879). Thanks, @gaikwadrahul8.
• fix converter tests (#7901).
• [e2e] fix tf1 hashtable test (#7904).
• Load python rules in tfjs-converter converters dir (#7892).
• Strip debug ops in jax conversion tests (#7889).

Node (4.10.0 ==> 4.11.0)

Misc

• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• [tfjs-node] fixed range issue for int32 tensor with size larger than 2 ^ 24 (#7931).

Wasm (4.10.0 ==> 4.11.0)

Bug fixes

• fix wasm backend memory leak issue. (#7915). Thanks, @LiujhDev. ### Misc
• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Re-enable nightly firefox tests (#7954).
• Disable firefox browserstack tests temporarily (#7935).

Cpu (4.10.0 ==> 4.11.0)

Misc

• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.

Webgl (4.10.0 ==> 4.11.0)

Features

• add flag (#7934). ### Misc
• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• Re-enable nightly firefox tests (#7954).
• Disable firefox browserstack tests temporarily (#7935).

WebGPU (4.10.0 ==> 4.11.0)

Bug fixes

• [webgpu] Fix cast error (#7899). Thanks, @qjia7. ### Misc
• Update lockfiles branch tfjs4.11.0lockfiles lock files. (#7958). Thanks, @Dedongala.
• Update monorepo to 4.11.0. (#7957). Thanks, @Dedongala.
• [webgpu] Don't try to check instanceof a specific promise type (#7944).
• [WebGPU] Ensure tf.any and tf.all return bool tensors (#7928).
• Disable firefox browserstack tests temporarily (#7935).

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.10.0

Core (4.9.0 ==> 4.10.0)

Misc

• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.
• Avoid nextFrame test if precision is not enough (#7845).
• Update TypeScript to 5.0.4 (#7681).

Data (4.9.0 ==> 4.10.0)

Misc

• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.

Layers (4.9.0 ==> 4.10.0)

Misc

• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.
• Remove 0 epsilon (#7883). Thanks, @pforderique.
• Add sliceUpdate util (#7876). Thanks, @pforderique.
• Implement EinsumDense layer (#7860). Thanks, @pforderique.
• Add expectTensorsNotClose (#7871). Thanks, @pforderique.
• [gpt2bb spec] TransformerDecoder (#7842). Thanks, @pforderique.
• [gpt2pre 4] GPT2Preprocessor Layer (#7814). Thanks, @pforderique.
• Update TypeScript to 5.0.4 (#7681).
• [gpt2pre 3] Preprocessor Layer (#7794). Thanks, @pforderique.

Converter (4.9.0 ==> 4.10.0)

Documentation

• Support custom model conversion (#7848). ### Misc
• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.
• fix the h5 conversion test (#7861).
• fix the tests (#7873).
• Update TypeScript to 5.0.4 (#7681).

Node (4.9.0 ==> 4.10.0)

Misc

• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.
• Build node addon before running tests (#7884).
• Update TypeScript to 5.0.4 (#7681).

Wasm (4.9.0 ==> 4.10.0)

Misc

• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.

Cpu (4.9.0 ==> 4.10.0)

Misc

• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.

Webgl (4.9.0 ==> 4.10.0)

Misc

• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.
• Update TypeScript to 5.0.4 (#7681).

WebGPU (4.9.0 ==> 4.10.0)

Misc

• Update lockfiles branch tfjs4.10.0lockfiles lock files. (#7886). Thanks, @Dedongala.
• Update monorepo to 4.10.0. (#7885). Thanks, @Dedongala.

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-tflite-v0.0.1-alpha.10

tfjs-tflite (0.0.1-alpha.9 ==> 0.0.1-alpha.10)

Misc

• Update tfjs-tflite to 0.0.1-alpha.10. (#7870). Thanks, @Dedongala.
• Update TypeScript to 5.0.4 (#7681).
• Update TypeScript to 4.9.4 (#7300).
• build(deps): bump json5 from 2.2.0 to 2.2.3 in /tfjs-tflite/demo (#7237). Thanks, @dependabot[bot].
• Switch from android 9 to 10 for tests (#7132).
• Load tflite and tfdf wasm files with http_archive (#7124).
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-tflite/demo (#7079). Thanks, @dependabot[bot].
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.9.0

Core (4.8.0 ==> 4.9.0)

Features

• [webgpu] Implement draw API (#7749). Thanks, @axinging. ### Bug fixes
• Increase epsilon values for draw tests (#7841). ### Misc
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• RGB to grayscale for tf.image (#7840). Thanks, @yiyihg.
• Update draw_test.ts (#7836).
• Test floorDiv() against float32 inputs (#7809). Thanks, @hujiajie.

Data (4.8.0 ==> 4.9.0)

Misc

• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• Update tf.data hyperlink in README.md (#7777). Thanks, @gaikwadrahul8.

Layers (4.8.0 ==> 4.9.0)

Documentation

• [Layers] Update weights loading for keras v3. (#7761). ### Misc
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• [gpt2bb impl] Backbone class (1/1) (#7838). Thanks, @pforderique.
• [gpt2bb spec] PositionEmedding layer (#7839). Thanks, @pforderique.
• Move tensor to array functions to utils (#7810). Thanks, @pforderique.
• Use regex instead of sets to remove /g (#7785).
• Add GPT2 Tokenizer and tests (#7806). Thanks, @pforderique.
• [gpt2pre 1.2] Start End Packer call method (#7791). Thanks, @pforderique.
• [gpt2pre 1.1] Start End Packer Base class (#7790). Thanks, @pforderique.
• BPE Detokenize (#7788). Thanks, @pforderique.
• [BPE PR 2.5] BytePairTokenizer tokenize function. (#7780). Thanks, @pforderique.
• [BPE PR 2.4] BPE Class + Merge utilities (#7774). Thanks, @pforderique.
• [BPE PR 2.2] All BPE Utils (#7770). Thanks, @pforderique.
• Polyfill string.matchAll to unblock #7770 (#7776).
• [BPE PR 2.1] BPE Utils (#7760). Thanks, @pforderique.

Converter (4.8.0 ==> 4.9.0)

Performance

• [Model conversion tool] Support fusing Conv+Add (#7799). ### Documentation
• [Converter] Support Keras V3 Conversion (#7691). ### Misc
• Update lockfiles branch tfjs4.9.0lockfiles lock files. (#7855). Thanks, @Dedongala.
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• build(deps-dev): bump protobufjs from 6.11.3 to 7.2.4 in /tfjs-converter (#7812). Thanks, @dependabot[bot].
• Update README.md (#7762). Thanks, @gaikwadrahul8.
• Update README.md (#7763). Thanks, @gaikwadrahul8.
• [Converter] Script for building the map (#7732).

Node (4.8.0 ==> 4.9.0)

Misc

• Update lockfiles branch tfjs4.9.0lockfiles lock files. (#7855). Thanks, @Dedongala.
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.

Wasm (4.8.0 ==> 4.9.0)

Misc

• Update lockfiles branch tfjs4.9.0lockfiles lock files. (#7855). Thanks, @Dedongala.
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.

Cpu (4.8.0 ==> 4.9.0)

Misc

• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.

Webgl (4.8.0 ==> 4.9.0)

Features

• [webgpu] Implement draw API (#7749). Thanks, @axinging. ### Misc
• Update lockfiles branch tfjs4.9.0lockfiles lock files. (#7855). Thanks, @Dedongala.
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• Test floorDiv() against float32 inputs (#7809). Thanks, @hujiajie.

WebGPU (4.8.0 ==> 4.9.0)

Features

• [webgpu] Implement draw API (#7749). Thanks, @axinging. ### Misc
• Update lockfiles branch tfjs4.9.0lockfiles lock files. (#7855). Thanks, @Dedongala.
• Update monorepo to 4.9.0. (#7850). Thanks, @Dedongala.
• [webgpu] Update INT_DIV (#7792). Thanks, @hujiajie.
• build(deps): bump semver from 6.3.0 to 6.3.1 in /tfjs-backend-webgpu (#7818). Thanks, @dependabot[bot].
• Test floorDiv() against float32 inputs (#7809). Thanks, @hujiajie.
• [webgpu] Update EQUAL,GREATER,GREATEREQUAL,LESS,LESSEQUAL (#7751). Thanks, @hujiajie.

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-4.8.0

Core (4.7.0 ==> 4.8.0)

Misc

• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.
• Avoid draw API warning if the current backend does not have implementation (#7744).
• Add register name when register the class object (#7717).

Data (4.7.0 ==> 4.8.0)

Misc

• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

Layers (4.7.0 ==> 4.8.0)

Misc

• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.
• Add Tokenizer base class. (#7757). Thanks, @pforderique.

Converter (4.7.0 ==> 4.8.0)

Misc

• Update lockfiles branch tfjs4.8.0lockfiles lock files. (#7769). Thanks, @Dedongala.
• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

Node (4.7.0 ==> 4.8.0)

Misc

• Update lockfiles branch tfjs4.8.0lockfiles lock files. (#7769). Thanks, @Dedongala.
• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

Wasm (4.7.0 ==> 4.8.0)

Misc

• Update lockfiles branch tfjs4.8.0lockfiles lock files. (#7769). Thanks, @Dedongala.
• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

Cpu (4.7.0 ==> 4.8.0)

Misc

• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

Webgl (4.7.0 ==> 4.8.0)

Misc

• Update lockfiles branch tfjs4.8.0lockfiles lock files. (#7769). Thanks, @Dedongala.
• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.

WebGPU (4.7.0 ==> 4.8.0)

Misc

• Update lockfiles branch tfjs4.8.0lockfiles lock files. (#7769). Thanks, @Dedongala.
• Update monorepo to 4.8.0. (#7766). Thanks, @Dedongala.
• webgpu: Refactor some helper functions of matmul/conv2d (#7748). Thanks, @qjia7.
• [WebGPU] support SparseSegmentSum and SparseSegmentMean (#7746). Thanks, @xhcao.
• webgpu: Delete benchmarkopstest file (#7747). Thanks, @qjia7.
• webgpu: Tighten the condition to go the plain argminmax (#7742). Thanks, @qjia7.
• [webgpu] Update ELU_DER (#7745). Thanks, @hujiajie.
• [webgpu] Update ATAN2,MAX,MIN (#7743). Thanks, @hujiajie.
• [webgpu] Update ADD,COMPLEXMULTIPLY*,DIV,MUL,SQUARED_DIFFERENCE,SUB (#7737). Thanks, @hujiajie.dedongala@d

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.7.0

Core (4.6.0 ==> 4.7.0)

Documentation

• Improve the code snippet for texture to tensor (#7694). ### Misc
• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.
• Fix indexeddb for 1GB models (#7725).
• webgpu: Replace timestamp-query-in-passes with timestamp-query (#7714). Thanks, @gyagp.
• Recover the default backend (#7709). Thanks, @qjia7.
• [wasm] Fix cos and tan for large float numbers (#7689).

Data (4.6.0 ==> 4.7.0)

Misc

• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.

Layers (4.6.0 ==> 4.7.0)

Misc

• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.
• Fix getLayer() API (#7665).

Converter (4.6.0 ==> 4.7.0)

Misc

• Update lockfiles branch tfjs4.7.0lockfiles lock files. (#7741). Thanks, @Dedongala.
• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.

Node (4.6.0 ==> 4.7.0)

Misc

• Update lockfiles branch tfjs4.7.0lockfiles lock files. (#7741). Thanks, @Dedongala.
• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.
• [wasm] Fix cos and tan for large float numbers (#7689).

Wasm (4.6.0 ==> 4.7.0)

Misc

• Update lockfiles branch tfjs4.7.0lockfiles lock files. (#7741). Thanks, @Dedongala.
• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.
• Revert "[wasm] Update xnnpack " (#7735) (#7507).
• [wasm] Update xnnpack (#7507).
• [wasm] Fix cos and tan for large float numbers (#7689).

Cpu (4.6.0 ==> 4.7.0)

Misc

• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.

Webgl (4.6.0 ==> 4.7.0)

Misc

• Update lockfiles branch tfjs4.7.0lockfiles lock files. (#7741). Thanks, @Dedongala.
• Update monorepo to 4.7.0. (#7740). Thanks, @Dedongala.
• [wasm] Fix cos and tan for large float numbers (#7689).

- TypeScript
Published by Dedongala over 2 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.6.0

Core (4.5.0 ==> 4.6.0)

Features

• Add Draw API (#7628). ### Misc
• Update tfjs4.6.0lockfiles (#7698).
• Update monorepo to 4.6.0. (#7693).
• Support loading models with weights above 2GB on Chrome (#7609).

Data (4.5.0 ==> 4.6.0)

Misc

• Update monorepo to 4.6.0. (#7693).

Layers (4.5.0 ==> 4.6.0)

Misc

• Update monorepo to 4.6.0. (#7693).
• Support loading models with weights above 2GB on Chrome (#7609).

Converter (4.5.0 ==> 4.6.0)

Misc

• Update tfjs4.6.0lockfiles (#7698).
• Update monorepo to 4.6.0. (#7693).
• Support loading models with weights above 2GB on Chrome (#7609).

Node (4.5.0 ==> 4.6.0)

Misc

• Update tfjs4.6.0lockfiles (#7698).
• Update monorepo to 4.6.0. (#7693).
• Support loading models with weights above 2GB on Chrome (#7609).

Wasm (4.5.0 ==> 4.6.0)

Features

• [wasm] Add Mod kernel (#7670). ### Misc
• Update tfjs4.6.0lockfiles (#7698).
• Update monorepo to 4.6.0. (#7693).
• [wasm] Add MaxPoolWithArgmax kernel (#7673).
• [wasm] Add AvgPoolGrad and MaxPoolGrad kernel (#7672).
• [wasm] Add Erf kernel (#7669).
• [wasm] Add Sinh kernel (#7671).
• add wasm backend for bitwiseAnd API (#7661).

Cpu (4.5.0 ==> 4.6.0)

Features

• Add Draw API (#7628). ### Misc
• Update monorepo to 4.6.0. (#7693).

Webgl (4.5.0 ==> 4.6.0)

Features

• Add Draw API (#7628). ### Misc
• Update tfjs4.6.0lockfiles (#7698).
• Update monorepo to 4.6.0. (#7693).
• Webgl backend for bitwise AND API (#7654).(base)

- TypeScript
Published by mattsoulanille almost 3 years ago

https://github.com/tensorflow/tfjs - tfjs-v4.5.0

Core (4.4.0 ==> 4.5.0)

Misc

• Update tfjs_4.5.0 lockfiles (#7659).
• Update monorepo to 4.5.0. (#7657).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.
• webgpu: Remove bufSize from GPUData (#7637). Thanks, @qjia7.
• Add ensureShape API (#7632). Thanks, @fengwuyao.
• Implement the RandomUniformInt op (#7622).
• Avoid allocating a large arraybuffer when loading weights (#7598).
• webgpu: Fix a bug in softmax (#7607). Thanks, @qjia7.
• Update node to 18.13.0 in Docker and Bazel (#7585).

Data (4.4.0 ==> 4.5.0)

Misc

• Update monorepo to 4.5.0. (#7657).

Layers (4.4.0 ==> 4.5.0)

Misc

• Update monorepo to 4.5.0. (#7657).

Converter (4.4.0 ==> 4.5.0)

Misc

• Update tfjs_4.5.0 lockfiles (#7659).
• Update monorepo to 4.5.0. (#7657).
• Remove duplicate Prod and SparseToDense ops from converter (#7649).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.
• Add ensureShape API (#7632). Thanks, @fengwuyao.
• Implement the RandomUniformInt op (#7622).
• Update converter TF version to 2.12.0 (#7615).
• remove manual protobuf version lock (#7555).

Node (4.4.0 ==> 4.5.0)

Misc

• Update tfjs_4.5.0 lockfiles (#7659).
• Update monorepo to 4.5.0. (#7657).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.

Wasm (4.4.0 ==> 4.5.0)

Misc

• Update tfjs_4.5.0 lockfiles (#7659).
• Update monorepo to 4.5.0. (#7657).
• Disable 2GB wasm check to fix iOS tests (#7655).
• Support 4GB of memory in WASM backend (#7647).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.
• Update rollup and its plugins to 3.20.2 (#7579).

Cpu (4.4.0 ==> 4.5.0)

Features

• Add browser tests for CPU backend (#7633). Thanks, @Linchenn. ### Misc
• Update monorepo to 4.5.0. (#7657).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.

Webgl (4.4.0 ==> 4.5.0)

Performance

• [WebGL] Fix Vao usage for parallel compile feature (#7587). Thanks, @Linchenn. ### Misc
• Update tfjs_4.5.0 lockfiles (#7659).
• Update monorepo to 4.5.0. (#7657).
• Add bitwiseAnd() ops (#7645). Thanks, @fengwuyao.

- TypeScript
Published by mattsoulanille almost 3 years ago

https://github.com/tensorflow/tfjs - TFJS 4.4.0

Core (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).
• Support string flag (#7509). Thanks, @axinging.
• webgpu: upgrade webgpu/types (#7528). Thanks, @qjia7.
• Fix missing isTypedArray when mixing versions of @tensorflow packages (#7489).

Data (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).

Layers (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).
• RandomHeight Preprocessing Layer (#7483). Thanks, @RWallie.
• BaseRandomLayer Abstract Layer and RandomWidth Preprocessing Layer (#7345). Thanks, @RWallie.

Converter (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).
• Fix graph executor to not dispose output tensors (#7505). Thanks, @chunnienc.

Node (4.3.0 ==> 4.4.0)

Bug fixes

• [tfjs-node] fixed summary writer memory leak (#7490). ### Misc
• Update monorepo to 4.4.0. (#7549).
• Fix missing isTypedArray when mixing versions of @tensorflow packages (#7489).
• [tfjs-node] Encode jpeg (#7484).

Wasm (4.3.0 ==> 4.4.0)

Security

• build(deps-dev): bump webpack in /tfjs-backend-wasm/starter/webpack (#7476). Thanks, @dependabot[bot]. ### Misc
• Update monorepo to 4.4.0. (#7549).

Cpu (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).
• [cpu] Cast pixel to number in maxpool utils (#7534).

Webgl (4.3.0 ==> 4.4.0)

Misc

• Update monorepo to 4.4.0. (#7549).

- TypeScript
Published by mattsoulanille almost 3 years ago

https://github.com/tensorflow/tfjs - TFJS 4.3.0

Update 2023-03-21: This Release is Deprecated

This release contains a regression that causes some graph models to dispose their tensors too early. See #7504 for details.

Core (4.2.0 ==> 4.3.0)

Features

• Update flags.ts (#7367). Thanks, @Linchenn.
• [op] added support for TensorScatterUpdate op (#7189). ### Bug fixes
• Revert "Add a case for atanh when input is 1 " (#7325) (#6964). Thanks, @Linchenn.
• Fix eluGrad's error (#7251). Thanks, @xhcao. ### Performance
• Improve assertAndGetBroadcastShape (#7413). Thanks, @Linchenn. ### Documentation
• Update tensor.ts (#7366). Thanks, @Linchenn. ### Misc
• Update monorepo to 4.3.0. (#7488).
• [wasm] Add Multinomial kernel (#7468). Thanks, @chunnienc.
• Fix gather signature in chained ops (#7465).
• disable offscreen canvas for safari, since gl fencing is not working yet for its technology preview (#7436).
• Propagate errors from indexedDB database.put (#7322).
• Add StaticRegexReplace Op (#7379).
• SharedArrayBuffer is not GPU data (#7344). Thanks, @axinging.
• Support MatrixBandPart and allow numLower to be a tensor (#7351). Thanks, @Linchenn.
• Add a case for atanh when input is 1 (#6964). Thanks, @xhcao.
• [tfjs-node] support einsum in tfjs node (#7321).
• fix comment in tile.ts (#7298). Thanks, @sonmh79.

Data (4.2.0 ==> 4.3.0)

Misc

• Update monorepo to 4.3.0. (#7488).
• build(deps): bump vega in /tfjs-data/demo/boston-housing (#7444). Thanks, @dependabot[bot].
• build(deps): bump vega-functions in /tfjs-data/demo/boston-housing (#7442). Thanks, @dependabot[bot].
• build(deps): bump json5 in /tfjs-data/demo/boston-housing (#7219). Thanks, @dependabot[bot].
• build(deps): bump fast-json-patch in /tfjs-data/demo/boston-housing (#7211). Thanks, @dependabot[bot].

Layers (4.2.0 ==> 4.3.0)

Misc

• Update monorepo to 4.3.0. (#7488).
• Typo fix (#7393). Thanks, @dmotz.
• #7376 Allow seeding the Orthogonal Initializer and use QR instead of gramSchmidt (#7377). Thanks, @cosminc98.

Converter (4.2.0 ==> 4.3.0)

Features

• [converter] add TensorScatterUpdate op to converter and executor (#7246). ### Bug fixes
• allow weight only keras H5 file that lacks keras version info to be parsed without error (#7359). ### Misc
• Update tfjs_4.3.0 lockfiles (#7492).
• Update monorepo to 4.3.0. (#7488).
• Never pass a NoOp value to an op (#7460).
• Fix topological sort for sync nodes execution order (#7431). Thanks, @chunnienc.
• Remove array.at (#7409). Thanks, @chunnienc.
• Add new tensor diposal algorithm for sync graph execution (#7392). Thanks, @chunnienc.
• Add cache for parseNodeName (#7391). Thanks, @chunnienc.
• Update rules_python to 0.18.1 (#7383).
• Add StaticRegexReplace Op (#7379).
• added converter support for inf and infinite ops (#7365).
• Support MatrixBandPart and allow numLower to be a tensor (#7351). Thanks, @Linchenn.
• Support tfjs converter options in JAX conversion (#7331).
• Update TypeScript to 4.9.4 (#7300).
• Debug converter python code with debugpy (#7283).
• Refactor python converter functions to not call each other (#7281).
• Rename bazel BUILD files (#7253). Thanks, @chunnienc.
• Make converter hashtable test not overly specific (#7249).
• build(deps): bump json5 from 2.1.0 to 2.2.3 in /tfjs-converter/demo (#7240). Thanks, @dependabot[bot].

Node (4.2.0 ==> 4.3.0)

Features

• [op] added support for TensorScatterUpdate op (#7189). ### Misc
• Update tfjs_4.3.0 lockfiles (#7492).
• Update monorepo to 4.3.0. (#7488).
• [wasm] Add Multinomial kernel (#7468). Thanks, @chunnienc.
• Add StaticRegexReplace Op (#7379).
• [tfjs-node] support einsum in tfjs node (#7321).
• Update TypeScript to 4.9.4 (#7300).
• Improve npm publishing infra (#7287).
• build(deps): bump json5 from 2.2.0 to 2.2.3 in /tfjs-node-gpu (#7243). Thanks, @dependabot[bot].
• build(deps): bump json5 from 2.2.0 to 2.2.3 in /tfjs-node (#7242). Thanks, @dependabot[bot].
• Do not run docker interactively in tfjs-node publish (#7227).

Wasm (4.2.0 ==> 4.3.0)

Features

• [wasm] Add atan kernel (#7252). Thanks, @chunnienc.
• [op] added support for TensorScatterUpdate op (#7189). ### Security
• build(deps): bump json5 in /tfjs-backend-wasm/starter/webpack (#7218). Thanks, @dependabot[bot]. ### Misc
• Update tfjs_4.3.0 lockfiles (#7492).
• Update monorepo to 4.3.0. (#7488).
• [wasm] Add ArgMin (#7306). Thanks, @chunnienc.
• [wasm] Add Conv3D kernels (#7466). Thanks, @chunnienc.
• Add unique (#7469). Thanks, @chunnienc.
• [wasm] Add Multinomial kernel (#7468). Thanks, @chunnienc.
• Add expm1 (#7467). Thanks, @chunnienc.
• [wasm] Add Bincount kernel (#7412). Thanks, @chunnienc.
• Add LinSpace (#7403). Thanks, @chunnienc.
• Fix license headers added in 2023 (#7353). Thanks, @chunnienc.
• [wasm] Add assorted unary and binary kernels (#7350). Thanks, @chunnienc.
• [wasm] Add ResizeBilinearGrad and ResizeNearestNeighborGrad kernels (#7346). Thanks, @chunnienc.
• Add Log1p (#7328). Thanks, @chunnienc.
• [wasm] Add LRN kernels (#7335). Thanks, @chunnienc.
• [wasm] Add Dilation2D backprop kernels (#7334). Thanks, @chunnienc.
• [wasm] Add Dilation2D (#7327). Thanks, @chunnienc.
• [wasm] Add sparseToDense kernel (#6528). Thanks, @kon72.
• [wasm] Add EluGrad (#7307). Thanks, @chunnienc.
• [wasm] Enable lowerBound and upperBound op tests (#7301). Thanks, @chunnienc.
• [wasm] Add AvgPool3DGrad and MaxPool3DGrad kernels (#7295). Thanks, @chunnienc.
• Add SearchSorted (#7299). Thanks, @chunnienc.
• [wasm] Add AvgPool3D and MaxPool3D kernels (#7294). Thanks, @chunnienc.
• [wasm] Add BroadcastArgs kernel (#7290). Thanks, @chunnienc.
• Upgrade global build param from C++11 to C++17 (#7268). Thanks, @chunnienc.
• [wasm] Add DenseBincount kernel (#7267). Thanks, @chunnienc.
• Add Diag kernel (#7277). Thanks, @chunnienc.
• [wasm] Add asin and asinh kernels (#7262). Thanks, @chunnienc.
• [wasm] Add acos and acosh kernels (#7256). Thanks, @chunnienc.
• Rename bazel BUILD files (#7253). Thanks, @chunnienc.
• Fix test segfaults (#7258). Thanks, @chunnienc.
• build(deps): bump json5 in /tfjs-backend-wasm/starter/parcel (#7222). Thanks, @dependabot[bot].

Cpu (4.2.0 ==> 4.3.0)

Features

• [op] added support for TensorScatterUpdate op (#7189). ### Bug fixes
• Fix eluGrad's error (#7251). Thanks, @xhcao. ### Misc
• Update monorepo to 4.3.0. (#7488).
• Add unique (#7469). Thanks, @chunnienc.
• Add StaticRegexReplace Op (#7379).
• [WebGPU] Support forwarding FloorDiv to CPU (#7336).

Webgl (4.2.0 ==> 4.3.0)

Features

• [WebGL] Implement packed ScatterND (#7292). Thanks, @Linchenn.
• [op] added support for TensorScatterUpdate op (#7189). ### Bug fixes
• Fix eluGrad's error (#7251). Thanks, @xhcao. ### Performance
• Remove unnecessary slice (#7414). Thanks, @Linchenn.
• Fine-tune packed BackpropInput (#7386). Thanks, @Linchenn.
• [WebGL] Support packed Conv2DBackpropInput (#7339). Thanks, @Linchenn. ### Misc
• Update tfjs_4.3.0 lockfiles (#7492).
• Update monorepo to 4.3.0. (#7488).
• React native update tfjs to 4.2.0 (#7451).
• disable offscreen canvas for safari, since gl fencing is not working yet for its technology preview (#7436).
• [webgl] Reduce JS map lookups in webgl backend (#7387). Thanks, @chunnienc.
• webgl: Add packed op for sin/cos (#7382). Thanks, @qjia7.
• Add StaticRegexReplace Op (#7379).
• Fix license headers added in 2023 (#7353). Thanks, @chunnienc.

Webgpu (0.0.1-alpha.17 ==> 0.0.1-alpha.18)

Misc

• Update monorepo to 4.3.0. (#7488).
• webgpu: Remove the unnecessary conditions (#7470). Thanks, @qjia7.
• webgpu: Optimize broadcast mul/div (#7437). Thanks, @qjia7.
• webgpu: Switch back to old karma reporter (#7449). Thanks, @gyagp.
• [WebGPU] support AvgPool3DGrad kernel (#7440). Thanks, @xhcao.
• [WebGPU] support conv3d backprop kernels (#7434). Thanks, @xhcao.
• [webgpu] Add karma-jasmine-html-reporter to show test status in the b… (#6636). Thanks, @haoyunfeix.
• webgpu: Support any component buffer (#7426). Thanks, @qjia7.
• webgpu: Fix conv2d gradient cases failures (#7433). Thanks, @qjia7.
• [WebGPU] support pool3d kernels (#7405). Thanks, @xhcao.
• webgpu: Optimize Softmax (#7411). Thanks, @qjia7.
• [WebGPU] Support ResizeBilinearGrad kernel (#7385). Thanks, @xhcao.
• webgpu: Skip staticRegexReplace test cases (#7390). Thanks, @gyagp.
• webgpu: Support 2x4 output for Conv2DBackpropInput (#7371). Thanks, @qjia7.
• [WebGPU] support ResizeNearestNeighborGrad kernel (#7354). Thanks, @xhcao.
• webgpu: NaN refactor (#7352). Thanks, @qjia7.
• [WebGPU] Support forwarding FloorDiv to CPU (#7336).
• build(deps): bump ua-parser-js in /tfjs-backend-webgpu (#7312). Thanks, @dependabot[bot].
• webgpu: unify the uniform variables' names of conv (#7279). Thanks, @xhcao.
• webgpu: enable more test cases (#7278). Thanks, @xhcao.
• webgpu: support LRNGrad kernel (#7196). Thanks, @xhcao.
• webgpu: support BroadcastArgs kernel (#7247). Thanks, @xhcao.
• webgpu: support MaxPoolGrad kernel (#7261). Thanks, @xhcao.
• webgpu: add a naive implementation of conv3d (#7016). Thanks, @xhcao.
• build(deps): bump json5 from 2.2.0 to 2.2.3 in /tfjs-backend-webgpu (#7244). Thanks, @dependabot[bot].
• webgpu: support maxPoolWithArgmax kernel (#7176). Thanks, @xhcao.
• webgpu: support EluGrad kernel (#7197). Thanks, @xhcao.
• [webgpu] Skip tensorScatterUpdate unit test (#7255). Thanks, @hujiajie.
• [webgpu] Let vectorized binary op return an overridable value on NaN (#7198). Thanks, @hujiajie.
• webgpu: support DepthwiseConv2dNativeBackprop kernels (#7232). Thanks, @xhcao.
• webgpu: Remove isVectorA check (#7233). Thanks, @qjia7.
• webgpu: support multinomial operator (#7154). Thanks, @xhcao.

- TypeScript
Published by mattsoulanille almost 3 years ago

https://github.com/tensorflow/tfjs -

Core (4.1.0 ==> 4.2.0)

Bug fixes

• Fix avgPool3d (#7133). Thanks, @Linchenn.
• Add depth check for dilation2d (#7137). Thanks, @Linchenn.
• Fix flatten implementation on objects (#7059).
• Fix batch matching for batch mat mul (#7062). Thanks, @Linchenn. ### Misc
• Update monorepo to 4.2.0. (#7226).
• Use node's util.types.isUint8Array etc for isTypedArray (#7181).
• Use static getters to get optimizer class names (#7168).
• Simplify how Optimizers are re-exported in train.ts (#7156).
• Register optimizers in a centralized location (#7157).
• Mark all calls to 'op()' as pure (#7155).
• Refactor type conversion for read back (#7044). Thanks, @axinging.
• fix tensor.print() for 0 shaped tensor (#7127).
• Switch from android 9 to 10 for tests (#7132).
• Fix the doc error of step operator (#7120). Thanks, @xhcao.
• doc: Fix diag() example to make is less confusing. (#7113). Thanks, @robhybrid.
• Cast to 'unknown' instead of '{}' in double assertions (#7116).
• [webgpu] Create tensor from GPUBuffer (#7034). Thanks, @axinging.
• Add positive dilation and strides check (#7063).

Data (4.1.0 ==> 4.2.0)

Misc

• Update monorepo to 4.2.0. (#7226).

Layers (4.1.0 ==> 4.2.0)

Misc

• Update monorepo to 4.2.0. (#7226).
• Switch from android 9 to 10 for tests (#7132).
• Fix #7104 - tf.initializers.Uniform() ignores seed argument & add tests that replicated the issue, fix wrong serialization name registered for LeCunUniform initializer class (#7108). Thanks, @adrian-branescu.
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-layers (#7086). Thanks, @dependabot[bot].

Converter (4.1.0 ==> 4.2.0)

Misc

• Update lockfiles branch tfjs4.2.0lockfiles lock files. (#7230).
• Update monorepo to 4.2.0. (#7226).
• Update rules_python to 0.16.1 (#7160).
• Mark tfdf ops as supported by tfjs-converter (#7141).
• Change dependency from savedmodelcli to savedmodelutils (#7039). Thanks, @BlaziusMaximus.

Node (4.1.0 ==> 4.2.0)

Bug fixes

• Fix avgPool3d (#7133). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs4.2.0lockfiles lock files. (#7230).
• Update monorepo to 4.2.0. (#7226).
• [tfjs-node] replace Exception with Error constructor (#7131).
• Cast to 'unknown' instead of '{}' in double assertions (#7116).
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-node-gpu (#7085). Thanks, @dependabot[bot].
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-node (#7084). Thanks, @dependabot[bot].

Wasm (4.1.0 ==> 4.2.0)

Bug fixes

• Fix batch matching for batch mat mul (#7062). Thanks, @Linchenn. ### Performance
• Optimize BatchMatMul's for loop (#7069). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs4.2.0lockfiles lock files. (#7230).
• Update monorepo to 4.2.0. (#7226).
• Switch from android 9 to 10 for tests (#7132).
• Cast to 'unknown' instead of '{}' in double assertions (#7116).
• Bump minimatch from 3.0.4 to 3.1.2 in /tfjs-backend-wasm (#7088). Thanks, @dependabot[bot].

Cpu (4.1.0 ==> 4.2.0)

Bug fixes

• Fix avgPool3d (#7133). Thanks, @Linchenn.
• Fix batch matching for batch mat mul (#7062). Thanks, @Linchenn. ### Performance
• Optimize BatchMatMul's for loop (#7069). Thanks, @Linchenn. ### Misc
• Update monorepo to 4.2.0. (#7226).
• Refactor type conversion for read back (#7044). Thanks, @axinging.
• Cast to 'unknown' instead of '{}' in double assertions (#7116).

Webgl (4.1.0 ==> 4.2.0)

Bug fixes

• Fix avgPool3d (#7133). Thanks, @Linchenn.
• Fix batch matching for batch mat mul (#7062). Thanks, @Linchenn. ### Performance
• Optimize BatchMatMul's for loop (#7069). Thanks, @Linchenn. ### Documentation
• webgl: fix a typing nit (#7199). Thanks, @xhcao. ### Misc
• Update lockfiles branch tfjs4.2.0lockfiles lock files. (#7230).
• Update monorepo to 4.2.0. (#7226).
• Switch from android 9 to 10 for tests (#7132).
• Cast to 'unknown' instead of '{}' in double assertions (#7116).
• [webgpu] Create tensor from GPUBuffer (#7034). Thanks, @axinging.

- TypeScript
Published by mattsoulanille about 3 years ago

https://github.com/tensorflow/tfjs -

Core (4.0.0 ==> 4.1.0)

Bug fixes

• [ops ] guard shape for decimal and negative values (#7014). ### Misc
• Update monorepo to 4.1.0. (#7058).
• Move flag ENGINECOMPILEONLY (#7019). Thanks, @Linchenn.
• Make Tensor explicitly implement TensorInfo (#7007).
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).
• Use a template literal type for kernel registry key (#6976).
• [wasm] Fix AvgPool and MaxPool for 1x1 kernels (#6969).

Data (4.0.0 ==> 4.1.0)

Misc

• Update monorepo to 4.1.0. (#7058).
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).

Layers (4.0.0 ==> 4.1.0)

Misc

• Update monorepo to 4.1.0. (#7058).
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).
• cleanup conv class definitions (#6947). Thanks, @vladmandic.
• Move fitLoop and fitTensors into the LayersModel class (#6859).
• Fix incorrect import path in center crop layer (#6946).
• CenterCrop Layer (#6875). Thanks, @AdamLang96.

Converter (4.0.0 ==> 4.1.0)

Misc

• Update lockfiles branch tfjs4.1.0lockfiles lock files. (#7068).
• Update monorepo to 4.1.0. (#7058).
• Support dump with graphmodel.execute (#6953). Thanks, @axinging.
• Cleanup and standardize package.json scripts of Bazel packages (#7005).
• Implement InitializeTableV2 (#6985).
• Add support for RaggedGather/Range/TensorToTensor conversion (#6968).
• Add null check for signature inputs outputs (#6978).
• Add predictAsync function to support async structured outputs (#6975).
• Use assertIn instead of assertTrue in python tests (#6958).

Node (4.0.0 ==> 4.1.0)

Misc

• Update lockfiles branch tfjs4.1.0lockfiles lock files. (#7068).
• Update monorepo to 4.1.0. (#7058).

Wasm (4.0.0 ==> 4.1.0)

Misc

• Update lockfiles branch tfjs4.1.0lockfiles lock files. (#7068).
• Update monorepo to 4.1.0. (#7058).
• Bump loader-utils in /tfjs-backend-wasm/starter/webpack (#7052). Thanks, @dependabot[bot].
• Bump loader-utils in /tfjs-backend-wasm/starter/webpack (#7023). Thanks, @dependabot[bot].
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).
• implement isNaN for wasm (#6998).
• added reciprocal op support for wasm (#6992).
• [wasm] Fix AvgPool and MaxPool for 1x1 kernels (#6969).

Cpu (4.0.0 ==> 4.1.0)

Misc

• Update monorepo to 4.1.0. (#7058).
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).

Webgl (4.0.0 ==> 4.1.0)

Bug fixes

• Use VAOs for save+restore of vertexAttribPointer state between different webgl programs. (#6913). Thanks, @kdashg.
• fix (#6930). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs4.1.0lockfiles lock files. (#7068).
• Update monorepo to 4.1.0. (#7058).
• [webgl] Donot release tensor texture at reading (#6932). Thanks, @axinging.
• Remove @types/webgl2 since they are included in lib/dom (#7038).
• Move flag ENGINECOMPILEONLY (#7019). Thanks, @Linchenn.
• Turn on the noImplicitOverride tsconfig option (#7009).
• Cleanup and standardize package.json scripts of Bazel packages (#7005).

- TypeScript
Published by mattsoulanille over 3 years ago

https://github.com/tensorflow/tfjs -

This release upgrades TypeScript to 4.8.4 and @webgpu/types to 0.1.21. If you don't use TypeScript, you can update to 4.0 without reading this.

Breaking changes

This release is breaking for projects that use typescript<4.4. All other projects should be unaffected.

Read our guide to upgrading to 4.0 here.

Core (3.21.0 ==> 4.0.0)

Features

• [WebGL] Texture to tensor API (#6853). Thanks, @Linchenn. ### Bug fixes
• #6922 Fix setTimeoutCustom in worker thread. Thanks, @gyagp. ### Misc
• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Add kernel RaggedRange for CPU and WebGL backend (#6871).
• Upstream google3 changes (#6912).
• Add resource initializer support (#6904).

Data (3.21.0 ==> 4.0.0)

Misc

• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).

Layers (3.21.0 ==> 4.0.0)

Misc

• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Resizing Layer (#6879). Thanks, @koyykdy.
• [layers] Consolidate loadLayersModel and loadLayersModelInternal (#6874).
• Category Encoding Layer (#6855). Thanks, @AdamLang96.

Converter (3.21.0 ==> 4.0.0)

Misc

• Update lockfiles branch tfjs4.0.0lockfiles lock files. (#6935).
• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Add asset zipping functionality to TFJS converter (#6915).
• Add resource initializer support (#6904).

Node (3.21.0 ==> 4.0.0)

Misc

• Update lockfiles branch tfjs4.0.0lockfiles lock files. (#6935).
• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Build tfjs-node node addon with the release docker (#6925).
• Add kernel RaggedRange for CPU and WebGL backend (#6871).

Wasm (3.21.0 ==> 4.0.0)

Misc

• Update lockfiles branch tfjs4.0.0lockfiles lock files. (#6935).
• Update monorepo to 4.0.0. (#6929).
• Add resource initializer support (#6904).

Cpu (3.21.0 ==> 4.0.0)

Misc

• Update monorepo to 4.0.0. (#6929).
• Add kernel RaggedRange for CPU and WebGL backend (#6871).

Webgl (3.21.0 ==> 4.0.0)

Features

• [WebGL] Texture to tensor API (#6853). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs4.0.0lockfiles lock files. (#6935).
• Update monorepo to 4.0.0. (#6929).
• Upgrade tfjs repo to 4.0.0 (#6927).
• Add kernel RaggedRange for CPU and WebGL backend (#6871).

- TypeScript
Published by mattsoulanille over 3 years ago

https://github.com/tensorflow/tfjs -

Core (3.20.0 ==> 3.21.0)

Bug fixes

• : #6687 Customize setTimeout. Thanks, @gyagp.
• Fix TFJS TF dissrepancy in concat errors (#6824). ### Documentation
• fix(docs): wrong selu definition (#5489). Thanks, @raffizulvian. ### Misc
• Update monorepo to 3.21.0. (#6905).
• Revert "Add resource initializer support " (#6900) (#6826).
• [e2e] Fix incorrect reference to link-package (#6895).
• Add resource initializer support (#6826).
• Support loading models from ModelArtifacts and ModelJSON in loadGraphModelSync (#6847).
• Update jasmine_util.ts (#6872). Thanks, @Linchenn.
• webgpu: Expand DepthwiseConv2DVec4Program to support any stride (#6820). Thanks, @qjia7.
• Fix clamp bug when min = max (#6825).
• Add kernel RaggedGather for CPU and WebGL backend (#6765).
• Fix mistakes (#6793). Thanks, @ivan-pan.

Data (3.20.0 ==> 3.21.0)

Misc

• Update monorepo to 3.21.0. (#6905).
• Fix mistakes (#6793). Thanks, @ivan-pan.

Layers (3.20.0 ==> 3.21.0)

Misc

• Update monorepo to 3.21.0. (#6905).
• Use a predetermined seed for tfjs-layers tests (#6878).
• Avoid testing webgl1 in webgl2 layers test (#6849).
• Rescaling Preprocessing Layer (#6840). Thanks, @AdamLang96.
• Fix mistakes (#6793). Thanks, @ivan-pan.

Converter (3.20.0 ==> 3.21.0)

Misc

• Update lockfiles branch tfjs3.21.0lockfiles lock files. (#6906).
• Update monorepo to 3.21.0. (#6905).
• Revert "Add resource initializer support " (#6900) (#6826).
• Add resource initializer support (#6826).
• Support loading models from ModelArtifacts and ModelJSON in loadGraphModelSync (#6847).
• fixed prelu fusing code that pre-maturely neg the const on multiply (#6876).
• Upgrade nodejs to 18.7.0 (#6863).
• Fix kernelstoops generating in the wrong location (#6823).
• Fix mistakes (#6793). Thanks, @ivan-pan.
• adding missing license header (#6792).

Node (3.20.0 ==> 3.21.0)

Misc

• Update lockfiles branch tfjs3.21.0lockfiles lock files. (#6906).
• Update monorepo to 3.21.0. (#6905).
• [e2e] Fix incorrect reference to link-package (#6895).
• Run Verdaccio tests in nightly (#6660).
• Add kernel RaggedGather for CPU and WebGL backend (#6765).
• [tfjs-node]: upgrade TF to 2.9.1 (#6786). Thanks, @rthadur.

Wasm (3.20.0 ==> 3.21.0)

Bug fixes

• Fix TFJS TF dissrepancy in concat errors (#6824). ### Misc
• Update lockfiles branch tfjs3.21.0lockfiles lock files. (#6906).
• Update monorepo to 3.21.0. (#6905).
• [e2e] Fix incorrect reference to link-package (#6895).
• add exception handling to wasm feature detection (#6753). Thanks, @vladmandic.

Cpu (3.20.0 ==> 3.21.0)

Bug fixes

• Fix TFJS TF dissrepancy in concat errors (#6824). ### Misc
• Update monorepo to 3.21.0. (#6905).
• Add kernel RaggedGather for CPU and WebGL backend (#6765).

Webgl (3.20.0 ==> 3.21.0)

Features

• [WebGL backend] Add max 1D texture dimension flag (#6808). Thanks, @Linchenn. ### Bug fixes
• : #6687 Customize setTimeout. Thanks, @gyagp.
• Fix TFJS TF dissrepancy in concat errors (#6824). ### Misc
• Update lockfiles branch tfjs3.21.0lockfiles lock files. (#6906).
• Update monorepo to 3.21.0. (#6905).
• webgl: Fix NaN issue (#6828). Thanks, @qjia7.
• Fix gatherND for 5D inputs (#6832). Thanks, @Linchenn.
• Add kernel RaggedGather for CPU and WebGL backend (#6765).
• shape uniform (#6809). Thanks, @Linchenn.

- TypeScript
Published by mattsoulanille over 3 years ago

https://github.com/tensorflow/tfjs -

Bumped the underlying tflite version to newest (2.10.0)

- TypeScript
Published by jinjingforever over 3 years ago

https://github.com/tensorflow/tfjs - tfjs-v3.20.0

What's Changed

• [Jasmine] Add expectation to tests in jasmine test framework by @haoyunfeix in https://github.com/tensorflow/tfjs/pull/6656
• Set willReadFrequently to true for GPU correctness test by @gyagp in https://github.com/tensorflow/tfjs/pull/6665
• [WebGL] Implement packed NHWC Conv2d by @Linchenn in https://github.com/tensorflow/tfjs/pull/6639
• [WebGL] Fix NHWC packed depthwise conv2d for dilation=3 by @Linchenn in https://github.com/tensorflow/tfjs/pull/6662
• webgpu: dont use mod as it is a reserved keyword by @crowlKats in https://github.com/tensorflow/tfjs/pull/6667
• [converter] updated the dev readme for converter to cover python tests by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6675
• [core] Fix undefined expect in test_util by @haoyunfeix in https://github.com/tensorflow/tfjs/pull/6671
• [WebGL] Fix the test for Depthwise with dilation=3 by @Linchenn in https://github.com/tensorflow/tfjs/pull/6679
• webgpu: fix notEqual error by @xhcao in https://github.com/tensorflow/tfjs/pull/6669
• [local-benchmark tool] Enable populate modelUrl and input shapes via URL by @Linchenn in https://github.com/tensorflow/tfjs/pull/6680
• Add iOS and Android to WebGL presubmit tests by @mattsoulanille in https://github.com/tensorflow/tfjs/pull/6681
• [webgpu] Remove extra device stuff passing to the constructor by @haoyunfeix in https://github.com/tensorflow/tfjs/pull/6689
• Fix browserstack-benchmark tool by @Linchenn in https://github.com/tensorflow/tfjs/pull/6703
• [webgpu] Set WEBGPUIMPORTEXTERNAL_TEXTURE to true by default by @axinging in https://github.com/tensorflow/tfjs/pull/6706
• [webgpu] Fix alignment missing for 5D and 6D by @haoyunfeix in https://github.com/tensorflow/tfjs/pull/6701
• [browserstack benchmark tool] Enable customizing local builds by @Linchenn in https://github.com/tensorflow/tfjs/pull/6705
• Use the firebase-admin package instead of firebase to push benchmark results by @mattsoulanille in https://github.com/tensorflow/tfjs/pull/6711
• [browserstack benchmark tool] Enable code snippet benchmark by @Linchenn in https://github.com/tensorflow/tfjs/pull/6704
• [browserstack benchmark tool] Update browser list with new devices by @Linchenn in https://github.com/tensorflow/tfjs/pull/6713
• Make link-package's build-deps-for script check transitive deps by @mattsoulanille in https://github.com/tensorflow/tfjs/pull/6712
• Add structured outputs support to tfjs-inference by @ahmedsabie in https://github.com/tensorflow/tfjs/pull/6696
• [browserstack benchmark tool] fix build script by @Linchenn in https://github.com/tensorflow/tfjs/pull/6716
• Run the next BrowserStack benchmark immediately instead of in batches by @mattsoulanille in https://github.com/tensorflow/tfjs/pull/6717
• Add kernel RaggedTensorToTensor for CPU and WebGL backend by @ahmedsabie in https://github.com/tensorflow/tfjs/pull/6686
• Fix tf.image.transform on CPU and WASM by @andrusza2 in https://github.com/tensorflow/tfjs/pull/6658
• [automl] Use the same karma timeout settings as Bazel by @mattsoulanille in https://github.com/tensorflow/tfjs/pull/6719
• De-flake fromPixels test failure by @hujiajie in https://github.com/tensorflow/tfjs/pull/6626
• [tfjs-converter] Revert "fix protobuf version to 3.20.0 (#6612)" by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6721
• [browserstack benchmark tool] End firebase instance only if it exists by @Linchenn in https://github.com/tensorflow/tfjs/pull/6727
• Setup optimization target deices/browsers by @Linchenn in https://github.com/tensorflow/tfjs/pull/6722
• Remove fromPixelsAsync test cases by @gyagp in https://github.com/tensorflow/tfjs/pull/6723
• webgpu: Skip raggedTensorToTensor test cases by @gyagp in https://github.com/tensorflow/tfjs/pull/6732
• webgpu: export webgpu utilities by @xhcao in https://github.com/tensorflow/tfjs/pull/6707
• [benchmark tools] Update mobilenet models by @Linchenn in https://github.com/tensorflow/tfjs/pull/6729
• [benchmark tools] Update model lists for benchmarking by @Linchenn in https://github.com/tensorflow/tfjs/pull/6730
• [tfjs-converter] fixed protobuf version mismatch error on cloudbuild by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6737
• [local benchmark tool] Add convertedBy filed by @Linchenn in https://github.com/tensorflow/tfjs/pull/6745
• Add usestructuredoutputs flag to README by @ahmedsabie in https://github.com/tensorflow/tfjs/pull/6739
• [browserstack benchmark tool] Add a html to present benchmark results by @Linchenn in https://github.com/tensorflow/tfjs/pull/6740
• [browserstack benchmark tool] Move CodeSnippet from backend to frontend by @Linchenn in https://github.com/tensorflow/tfjs/pull/6738
• webgpu: Merge MatMulPackedProgram and MatMulPackedVec4Program by @qjia7 in https://github.com/tensorflow/tfjs/pull/6688
• [browserstack benchmark tool] batch benchmark code snippet by @Linchenn in https://github.com/tensorflow/tfjs/pull/6742
• [webgpu] Add Atan2, IsNaN, Reciprocal by @axinging in https://github.com/tensorflow/tfjs/pull/6743
• [tfjs-converter] remove kept flag after tensor is replaced or popped from the tensor list by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6759
• Strengthen frame readiness while testing fromPixels with video element by @hujiajie in https://github.com/tensorflow/tfjs/pull/6751
• webgpu: enlarge the splitted dimInner size by @qjia7 in https://github.com/tensorflow/tfjs/pull/6755
• [webgpu] s/ScatterOptimizedProgram/ScatterProgram/g by @hujiajie in https://github.com/tensorflow/tfjs/pull/6761
• Adds JAX-->TFjs converter by @marcvanzee in https://github.com/tensorflow/tfjs/pull/6744
• [browserstack benchmark tool] Use stream to write to outfile by @Linchenn in https://github.com/tensorflow/tfjs/pull/6750
• [tfjs-converter ]include jax_conversion target to fix nightly test by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6767
• [WebGL backend] Add a flag to enable Software WebGL by @Linchenn in https://github.com/tensorflow/tfjs/pull/6772
• [webgpu] Tweak WGSL entry point emission so '{' isn't visually swallowed by @hujiajie in https://github.com/tensorflow/tfjs/pull/6764
• Add cpu forward for Cast by @qjia7 in https://github.com/tensorflow/tfjs/pull/6760
• webgpu: Optimize AvgPool when filter size = input size by @qjia7 in https://github.com/tensorflow/tfjs/pull/6762
• [op] allow dtype secification for onehot op by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6781
• webgpu: Add non-shared argminmax program by @qjia7 in https://github.com/tensorflow/tfjs/pull/6778
• [converter] added dtype support for oneHot for converter by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6782
• Update monorepo to 3.20.0. by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6788
• Update lockfiles branch tfjs3.20.0lockfiles lock files. by @pyu10055 in https://github.com/tensorflow/tfjs/pull/6789

New Contributors

• @andrusza2 made their first contribution in https://github.com/tensorflow/tfjs/pull/6658
• @marcvanzee made their first contribution in https://github.com/tensorflow/tfjs/pull/6744

Full Changelog: https://github.com/tensorflow/tfjs/compare/tfjs-v3.19.0...tfjs-v3.20.0

- TypeScript
Published by pyu10055 over 3 years ago

https://github.com/tensorflow/tfjs -

Core (3.18.0 ==> 3.19.0)

Performance

• Enable WebGL's conv2dWithIm2Row to process multiple batches (#6442). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.19.0lockfiles lock files. (#6666).
• Update monorepo to 3.19.0. (#6659).
• Pin webgpu types to an exact version (#6640).
• Remove unused files (#6586).
• Add string support to squeeze type (#6617).
• [webgpu] Support convTranspose vec4 (#6603). Thanks, @axinging.
• Fix iOS and macOS Safari CI Failures (#6608).
• [core] Remove accidental console.log (#6587).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Add an experimental remote build execution config based on Angular's (#6576).
• Convert CRLF to LF (#6574).
• Bump seedrandom to avoid unsafe-eval issues (#6440). Thanks, @s-mustafa.
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• Add randomStandardNormal op (#6533). Thanks, @kinsei0916.
• [wasm] Build tfjs-backend-wasm entirely with Bazel (#6458).
• webgpu: Support depthwise conv2d with nchw format (#6084). Thanks, @qjia7.
• Fix kernel_registry test flakiness for async backend (#6461). Thanks, @hujiajie.
• Set willReadFrequently to true (#6513). Thanks, @axinging.
• [core]Fix compilation error. (#6516).
• Fixed nightly failures (#6488).
• Add hint willReadFrequently for canvas (#6445). Thanks, @axinging.
• Use a more simple type construction for IOHandlerSync (#6481).
• wasm backend add LogicalNot, LogicalOr, LogicalXor (#6431). Thanks, @homfen.
• [converter] Fix fusedMatMul bug. (#6455).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

Data (3.18.0 ==> 3.19.0)

Misc

• Update monorepo to 3.19.0. (#6659).
• Bump terser from 5.12.1 to 5.14.2 in /tfjs-data/demo/boston-housing (#6648). Thanks, @dependabot[bot].
• Remove unused files (#6586).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Bump seedrandom to avoid unsafe-eval issues (#6440). Thanks, @s-mustafa.
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• Add string_decoder to tfjs-data (#6538).
• [tfjs-data] Fix test files list missing setup_tests.ts (#6482).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

Layers (3.18.0 ==> 3.19.0)

Misc

• Update monorepo to 3.19.0. (#6659).
• Remove unused files (#6586).
• Fix iOS and macOS Safari CI Failures (#6608).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Convert CRLF to LF (#6574).
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

Converter (3.18.0 ==> 3.19.0)

Bug fixes

• remove python2_wheel target (#6597).
• Add '--bazelpatchmoduleresolver' to 'tfjs-convertertest' (#6593). ### Misc
• Update lockfiles branch tfjs3.19.0lockfiles lock files. (#6666).
• Update monorepo to 3.19.0. (#6659).
• Bump terser from 5.12.1 to 5.14.2 in /tfjs-converter/demo (#6642). Thanks, @dependabot[bot].
• Some numpy type usages are deprecated (#6625). Thanks, @rthadur.
• Add structured_outputs support in TFJS converter (#6559).
• fix protobuf version to 3.20.0 (#6612).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Add an experimental remote build execution config based on Angular's (#6576).
• [converter] Remove unused files (#6583).
• Remove python2 from tfjs-converter (#6575).
• [converter] Avoid spying on properties of the 'tfOps' module (#6563).
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• Add randomStandardNormal op (#6533). Thanks, @kinsei0916.
• fix tensorlist reserve op (#6523).
• Bump protobufjs from 6.8.9 to 6.11.3 in /tfjs-converter (#6489). Thanks, @dependabot[bot].
• [converter] allow python converter to store intermediate frozen graph (#6456).
• [converter] Fix fusedMatMul bug. (#6455).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

Node (3.18.0 ==> 3.19.0)

Documentation

• add doc for tfjs-node on mac with m1 (#6630). ### Misc
• Update lockfiles branch tfjs3.19.0lockfiles lock files. (#6666).
• Update monorepo to 3.19.0. (#6659).
• [webgpu] Support convTranspose vec4 (#6603). Thanks, @axinging.
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Support Linux arm64 in tfjs-node (#6564).
• [wasm] Build tfjs-backend-wasm entirely with Bazel (#6458).
• [node] Add broadcasting support for BatchMatMul (#6477). Thanks, @Linchenn.
• [secu] update package.json files to resolve security alerts (#6448).

Wasm (3.18.0 ==> 3.19.0)

Misc

• Update lockfiles branch tfjs3.19.0lockfiles lock files. (#6666).
• Update monorepo to 3.19.0. (#6659).
• Bump terser from 5.12.1 to 5.14.2 in /tfjs-backend-wasm/starter/webpack (#6652). Thanks, @dependabot[bot].
• Bump terser from 5.12.1 to 5.14.2 in /tfjs-backend-wasm/starter/parcel (#6643). Thanks, @dependabot[bot].
• [wasm] Add Object.fromEntries polyfill to tests to fix Safari 11 (#6621).
• Forward String op WASM implementations to CPU (#5715).
• [wasm] Increase beforeAll timeout that loads wasm files (#6618).
• [wasm] Cache wasm files when running Karma tests (#6613).
• Fix iOS and macOS Safari CI Failures (#6608).
• [wasm] Remove unused test (#6588).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• Convert CRLF to LF (#6574).
• [wasm] Add missing '#include' statements and fix type mismatches (#6573).
• [wasm] Adds ResizeNearestNeighbor to wasm kernel (#6524). Thanks, @hartmannr76.
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• [wasm] Make Bazel aware of pre.js and post.js input files (#6535).
• [wasm] Build tfjs-backend-wasm entirely with Bazel (#6458).
• wasm backend add LogicalNot, LogicalOr, LogicalXor (#6431). Thanks, @homfen.
• [secu] update package.json files to resolve security alerts (#6448).

Cpu (3.18.0 ==> 3.19.0)

Misc

• Update monorepo to 3.19.0. (#6659).
• Remove unused files (#6586).
• Bump seedrandom to avoid unsafe-eval issues (#6440). Thanks, @s-mustafa.
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• [wasm] Build tfjs-backend-wasm entirely with Bazel (#6458).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

Webgl (3.18.0 ==> 3.19.0)

Bug fixes

• gatherND range check (#6464). Thanks, @hrbigelow. ### Performance
• Enable WebGL's conv2dWithIm2Row to process multiple batches (#6442). Thanks, @Linchenn.
• Compute WebGL conv2d's NCHW output without transposing to NHWC (#6453). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.19.0lockfiles lock files. (#6666).
• Update monorepo to 3.19.0. (#6659).
• Remove unused files (#6586).
• Fix iOS and macOS Safari CI Failures (#6608).
• Update Jasmine from 3.1.0 to 4.2.1 (#6520).
• [webgpu] Fix storage buffer exceed error in Concat operator (#6532). Thanks, @haoyunfeix.
• Bump seedrandom to avoid unsafe-eval issues (#6440). Thanks, @s-mustafa.
• Upgrade @bazel/bazelisk and @bazel/ibazel (#6565).
• Add a Bazel test_suite to organize tests (#6550).
• Update rules_nodejs to 5.5.0 (#6519).
• Fixed nightly failures (#6488).
• Remove unneeded devDependencies from packages that build with Bazel (#6452).
• [secu] update package.json files to resolve security alerts (#6448).

- TypeScript
Published by mattsoulanille over 3 years ago

https://github.com/tensorflow/tfjs -

Core (3.17.0 ==> 3.18.0)

Features

• Support NCHW dataFormat for fusedConv2d (Core) (#6373). Thanks, @Linchenn. ### Bug fixes
• Fix CPU fusedConv2d (activation) for NCHW format (#6400). Thanks, @Linchenn. ### Misc
• Update monorepo to 3.18.0. (#6433).
• [core] Restore makeTensorFromDataId (#6432).
• Implement transpose for complex64 type (#6410). Thanks, @DCtheTall.
• Implement loadGraphModelSync (#6428).
• Fix WebGL fusedConv2d's bias and PReLU computation (the third/BF branch) (#6423). Thanks, @Linchenn.
• [core] Add a synchronous I/O handler (#6417).
• webgpu: remove custom size parameter of dataToGPU (#6393). Thanks, @xhcao.

Data (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Layers (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Converter (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).
• Implement loadGraphModelSync (#6428).
• [converter] Add missing cpu dependency to test_snippets (#6416).

Node (3.17.0 ==> 3.18.0)

Features

• Support NCHW dataFormat for fusedConv2d (Core) (#6373). Thanks, @Linchenn. ### Bug fixes
• disable new tests (#6425). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Wasm (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).
• Implement transpose for complex64 type (#6410). Thanks, @DCtheTall.

Cpu (3.17.0 ==> 3.18.0)

Bug fixes

• Fix CPU fusedConv2d (activation) for NCHW format (#6400). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Webgl (3.17.0 ==> 3.18.0)

Features

• Support NCHW dataFormat for fusedConv2d (Core) (#6373). Thanks, @Linchenn. ### Bug fixes
• Fix CPU fusedConv2d (activation) for NCHW format (#6400). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.18.0lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).
• Use parameter properties and avoid implicit construction (#6421).
• Fix WebGL fusedConv2d's bias and PReLU computation (the third/BF branch) (#6423). Thanks, @Linchenn.

- TypeScript
Published by mattsoulanille almost 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.16.0 ==> 3.17.0)

Features

• Add LowerBound and UpperBound kernels (#6356). ### Bug fixes
• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn.
• Fix WebGL Conv2d for NCHW format (#6340). Thanks, @Linchenn.
• : #6284 webgpu: support NCHW dataFormat for conv2d. Thanks, @qjia7. ### Misc
• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Improve link_package speed (#6376).
• Add euclideanNorm op. (#6366).
• Fix tfjs-core .d.ts files missing webgpu refrence types (#6386).
• webgpu: support dataToGPU api (#6329). Thanks, @xhcao.
• Fix WebGL-conv2dByMatMul for NCHW with multiple batches (#6369). Thanks, @Linchenn.
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Data (3.16.0 ==> 3.17.0)

Misc

• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).

Layers (3.16.0 ==> 3.17.0)

Bug fixes

• check for null before incorporating scale and offset (#6383).
• Serialize UpSampling2D 'interpolation' option (#6360). Thanks, @debagger. ### Performance
• Co-authored-by: Ping Yu 4018+pyu10055@users.noreply.github.com sort feedDict. Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).

Converter (3.16.0 ==> 3.17.0)

Features

• Add tensorListConcatV2 support. (#6351). ### Misc
• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Upgrade rules_nodejs to 5.4.2 (#6404).
• Improve link_package speed (#6376).
• Add euclideanNorm op. (#6366).
• Add support for LowerBound and UpperBound conversion (#6364).

Node (3.16.0 ==> 3.17.0)

Misc

• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).
• [node] Fix memory leak from string tensors (#6371).
• [node] Use makeTensorFromTensorInfo instead of makeTensorFromId (#6361).
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Wasm (3.16.0 ==> 3.17.0)

Security

• Bump async from 2.6.3 to 2.6.4 in /tfjs-backend-wasm/starter/webpack (#6343). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).

Cpu (3.16.0 ==> 3.17.0)

Bug fixes

• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn. ### Documentation
• Shorten warn message (#6389). Thanks, @rthadur. ### Misc
• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Fix bufferSync return type (#6362).
• Improve link_package speed (#6376).
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Webgl (3.16.0 ==> 3.17.0)

Bug fixes

• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn.
• Fix WebGL Conv2d (PReLU computation) for NCHW format (#6365). Thanks, @Linchenn.
• Fix WebGL Conv2d for NCHW format (#6340). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.17.0lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Fix bufferSync return type (#6362).
• Fix WebGL-conv2dByMatMul for NCHW with multiple batches (#6369). Thanks, @Linchenn.
• Decrease values in WebGL tests to fit into WebGL1's range (#6372). Thanks, @Linchenn.
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).
• [webgl] merge CumProdProgram and CumSumProgram (#6325). Thanks, @axinging.

- TypeScript
Published by mattsoulanille almost 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.15.0 ==> 3.16.0)

Features

• initial version of gradients for prod (#6216). ### Bug fixes
• : #6263 webgpu: Fix DepthwiseConv2D3x3Program bug when dilation > 1. Thanks, @qjia7. ### Misc
• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• [core] reduced the dy to avoid overflowing the webgl 1 float16 limitation (#6306).
• Security fixes (#6268).
• Webgpu gather zero (#6166). Thanks, @haoyunfeix.

Data (3.15.0 ==> 3.16.0)

Misc

• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Bump minimist from 1.2.5 to 1.2.6 in /tfjs-data (#6297). Thanks, @dependabot[bot].
• Security fixes (#6268).
• refactor: replace deprecated String.prototype.substr() (#6255). Thanks, @CommanderRoot.

Layers (3.15.0 ==> 3.16.0)

Performance

• Use LRU cache for cachedSorted and cachedRecipientCounts (#6303). Thanks, @Linchenn. ### Misc
• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).
• refactor: replace deprecated String.prototype.substr() (#6255). Thanks, @CommanderRoot.

Converter (3.15.0 ==> 3.16.0)

Features

• Add TensorListResize op (#6283). Thanks, @Linchenn. ### Security
• Bump minimist from 1.2.0 to 1.2.6 in /tfjs-converter/demo (#6290). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Fix version comparison bug. (#6299).
• Add TensorListLength op (#6282). Thanks, @Linchenn.
• Security fixes (#6268).
• refactor: replace deprecated String.prototype.substr() (#6255). Thanks, @CommanderRoot.

Node (3.15.0 ==> 3.16.0)

Misc

• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).
• refactor: replace deprecated String.prototype.substr() (#6255). Thanks, @CommanderRoot.

Wasm (3.15.0 ==> 3.16.0)

Misc

• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Bump minimist from 1.2.5 to 1.2.6 in /tfjs-backend-wasm (#6295). Thanks, @dependabot[bot].
• Security fixes (#6268).
• Bump node-forge in /tfjs-backend-wasm/starter/webpack (#6259). Thanks, @dependabot[bot].

Cpu (3.15.0 ==> 3.16.0)

Security

• Bump minimist from 1.2.5 to 1.2.6 in /tfjs-backend-cpu (#6298). Thanks, @dependabot[bot].
• Bump minimist from 1.2.5 to 1.2.6 in /tfjs-backend-cpu (#6298). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).

Webgl (3.15.0 ==> 3.16.0)

Misc

• Update lockfiles branch tfjs3.16.0lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).
• Webgpu gather zero (#6166). Thanks, @haoyunfeix.

- TypeScript
Published by mattsoulanille almost 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211). ### Security
• more security fixes (#6237). ### Misc
• Update monorepo to 3.15.0. (#6257).
• [webgl]Add functions for parallel compilation (#5826).

Data (3.14.0 ==> 3.15.0)

Security

• [security] upgrade parcel-bundle to parcel 2 (#6234). ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• [tfjs-data] Use '!ISBROWSER' instead of 'ISNODE' for detecting browser (#6240).
• Bump lodash from 4.17.15 to 4.17.21 in /tfjs-data/demo/boston-housing (#6220). Thanks, @dependabot[bot].
• yarn.lock updates for security warning (#6229).
• Bump karma from 6.3.14 to 6.3.16 in /tfjs-data (#6195). Thanks, @dependabot[bot].

Layers (3.14.0 ==> 3.15.0)

Misc

• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• yarn.lock updates for security warning (#6229).
• Bump karma from 6.3.14 to 6.3.16 in /tfjs-layers (#6185). Thanks, @dependabot[bot].

Converter (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211). ### Security
• [security] upgrade parcel-bundle to parcel 2 (#6234). ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• Add support for converting models with ImageProjectiveTransformV3 op (#6206). Thanks, @maciej3031.
• yarn.lock updates for security warning (#6229).

Node (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211).
• Treat properly HTTP URI to download tensorflow lib (#6199). Thanks, @danilosampaio. ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• yarn.lock updates for security warning (#6229).

Wasm (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211). ### Security
• more security fixes (#6237).
• [security] upgrade parcel-bundle to parcel 2 (#6234).
• Bump karma from 6.3.14 to 6.3.16 in /tfjs-backend-wasm (#6191). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• [wasm] Fix threaded worker blob syntax error (#6214).
• yarn.lock updates for security warning (#6229).
• Bump url-parse in /tfjs-backend-wasm/starter/webpack (#6180). Thanks, @dependabot[bot].

Cpu (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211). ### Security
• [security] upgrade parcel-bundle to parcel 2 (#6234). ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• Bump karma from 6.3.14 to 6.3.16 in /tfjs-backend-cpu (#6186). Thanks, @dependabot[bot].

Webgl (3.14.0 ==> 3.15.0)

Features

• Initial version of cumprod (#6211). ### Security
• [security] upgrade parcel-bundle to parcel 2 (#6234). ### Misc
• Update lockfiles branch tfjs3.15.0lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• Fix nightly build. (#6239).
• [webgl]Add functions for parallel compilation (#5826).
• Bump karma from 6.3.14 to 6.3.16 in /tfjs-backend-webgl (#6184). Thanks, @dependabot[bot].

- TypeScript
Published by ahmedsabie almost 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.13.0 ==> 3.14.0)

Features

• Handle ISBROWSER and ISNODE both being true (#6031). Thanks, @austintoot40. ### Bug fixes
• Add 'leaveasrequire' option to tfjs_bundle (#6005). ### Misc
• Update monorepo to 3.14.0. (#6196).
• Update to wording for starting values of indices (#6018). Thanks, @jasonmayes.

Data (3.13.0 ==> 3.14.0)

Documentation

• Update README.md (#6074). Thanks, @rthadur. ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Bump karma from 6.3.1 to 6.3.14 in /tfjs-data (#6147). Thanks, @dependabot[bot].
• Bump follow-redirects from 1.13.3 to 1.14.8 in /tfjs-data (#6146). Thanks, @dependabot[bot].

Layers (3.13.0 ==> 3.14.0)

Features

• Showing input shape in summary (#6027). Thanks, @shivangchopra11. ### Documentation
• Showing input shape in summary (#6027). Thanks, @shivangchopra11. ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Bump follow-redirects from 1.13.3 to 1.14.8 in /tfjs-layers (#6145). Thanks, @dependabot[bot].
• Bump karma from 6.3.1 to 6.3.14 in /tfjs-layers (#6121). Thanks, @dependabot[bot].
• Fix TS development on Apple silicon (#6090).

Converter (3.13.0 ==> 3.14.0)

Bug fixes

• [tfjs-converter] fix the regex version for py2 (#6038). ### Performance
• [tfjs-converter] fix the regex version for py2 (#6038). ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Bump ajv from 6.3.0 to 6.12.3 in /tfjs-converter (#6150). Thanks, @dependabot[bot].
• [converter] export types from compiled_api (#6082).

Node (3.13.0 ==> 3.14.0)

Documentation

• Update README.md (#6074). Thanks, @rthadur. ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).

Wasm (3.13.0 ==> 3.14.0)

Security

• Bump ajv from 6.10.2 to 6.12.6 in /tfjs-backend-wasm/starter/parcel (#6131). Thanks, @dependabot[bot].
• Bump engine.io from 4.1.1 to 4.1.2 in /tfjs-backend-wasm (#6011). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Fix Apple silicon WASM development (#6098).
• Bump follow-redirects from 1.14.7 to 1.14.8 in /tfjs-backend-wasm (#6124). Thanks, @dependabot[bot].
• Bump ajv from 6.10.2 to 6.12.6 in /tfjs-backend-wasm/starter/webpack (#6130). Thanks, @dependabot[bot].
• Bump follow-redirects in /tfjs-backend-wasm/starter/webpack (#6129). Thanks, @dependabot[bot].
• Bump karma from 6.3.2 to 6.3.14 in /tfjs-backend-wasm (#6112). Thanks, @dependabot[bot].
• Fix TS development on Apple silicon (#6090).
• Update README.md (#6086). Thanks, @rthadur.
• Update README.md (#6080). Thanks, @rthadur.
• Upgrade release docker node to 16 (#6076).
• Bump log4js from 6.3.0 to 6.4.0 in /tfjs-backend-wasm (#6052). Thanks, @dependabot[bot].
• Bump follow-redirects from 1.13.3 to 1.14.7 in /tfjs-backend-wasm (#6013). Thanks, @dependabot[bot].

Cpu (3.13.0 ==> 3.14.0)

Security

• Bump engine.io from 4.1.1 to 4.1.2 in /tfjs-backend-cpu (#6040). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Bump follow-redirects from 1.14.7 to 1.14.8 in /tfjs-backend-cpu (#6156). Thanks, @dependabot[bot].
• Bump karma from 6.3.1 to 6.3.14 in /tfjs-backend-cpu (#6116). Thanks, @dependabot[bot].
• Bump log4js from 6.3.0 to 6.4.0 in /tfjs-backend-cpu (#6056). Thanks, @dependabot[bot].
• Bump follow-redirects from 1.13.3 to 1.14.7 in /tfjs-backend-cpu (#6041). Thanks, @dependabot[bot].

Webgl (3.13.0 ==> 3.14.0)

Misc

• Update lockfiles branch tfjs3.14.0lockfiles lock files. (#6197).
• Update monorepo to 3.14.0. (#6196).
• Update isnan implementation in WebGL backend to follow IEEE 754-1985 (#6107). Thanks, @shaoboyan.
• Bump follow-redirects from 1.14.7 to 1.14.8 in /tfjs-backend-webgl (#6149). Thanks, @dependabot[bot].
• Bump karma from 6.3.4 to 6.3.14 in /tfjs-backend-webgl (#6120). Thanks, @dependabot[bot].
• Fix TS development on Apple silicon (#6090).
• [webgl]Donot use cache context if use custom canvas (#6100).
• Bump log4js from 6.3.0 to 6.4.1 in /tfjs-backend-webgl (#6065). Thanks, @dependabot[bot].
• Bump follow-redirects from 1.14.1 to 1.14.7 in /tfjs-backend-webgl (#6048). Thanks, @dependabot[bot].
• Bump engine.io from 4.1.1 to 4.1.2 in /tfjs-backend-webgl (#6046). Thanks, @dependabot[bot].

- TypeScript
Published by mattsoulanille almost 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.12.0 ==> 3.13.0)

Misc

• Update monorepo to 3.13.0. (#6003).
• [layers] [webgl] fixed failing nightly tests (#6001).
• Add an API to keep data on GPU: dataToGPU (#5953).
• [core] Remove test_util.ts dependency on Jasmine (#5921).
• [core] Remove dependency on backend-cpu from the shared tests target (#5944).

Data (3.12.0 ==> 3.13.0)

Misc

• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).

Layers (3.12.0 ==> 3.13.0)

Bug fixes

• [tfjs-layers[ Fix Layer mem leak for 1D targets (#5988). ### Misc
• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).
• [layers] [webgl] fixed failing nightly tests (#6001).

Converter (3.12.0 ==> 3.13.0)

Misc

• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).

Node (3.12.0 ==> 3.13.0)

Features

• [tfjs-node] tf.unique added (#5956). Thanks, @DirkToewe. ### Misc
• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).

Wasm (3.12.0 ==> 3.13.0)

Misc

• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).
• [layers] [webgl] fixed failing nightly tests (#6001).
• Unify the name and order of kernel files and kernel configs (#5969). Thanks, @gyagp.
• [tfjs-backend-wasm] added use to the support models (#5952).
• [wasm] Add boolean data type support for min/max (#5922).

Cpu (3.12.0 ==> 3.13.0)

Bug fixes

• [cpu] GatherV2 return zero if out of bounds when forwarding from webgl (#5994). ### Misc
• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).
• Unify the name and order of kernel files and kernel configs (#5969). Thanks, @gyagp.

Webgl (3.12.0 ==> 3.13.0)

Misc

• Update lockfiles branch tfjs3.13.0lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).
• [layers] [webgl] fixed failing nightly tests (#6001).
• Unify the name and order of kernel files and kernel configs (#5969). Thanks, @gyagp.
• [webgl] GatherV2 fill out of range values with zero (#5984).
• Add an API to keep data on GPU: dataToGPU (#5953).
• remove unnecessary gl.flush() (#5989).
• [webgl]Fix test. (#5985).
• [webgl]Allow constructor to take canvas. (#5983).
• [webgl] Refactor texture return type to return the actual texShape with the WebGLTexture (#5949).

- TypeScript
Published by ahmedsabie about 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.11.0 ==> 3.12.0)

Features

• Add SparseSegmentSum/Mean kernel to WASM backend (#5739).
• Add SparseFillEmptyRows kernel to WASM (#5747).
• Add SparseReshape kernel to WASM backend (#5723). ### Bug fixes
• [kernels] support batch dims broadcasting for matmul (#5789). ### Misc
• Update monorepo to 3.12.0. (#5926).
• Expose dimRoundingMode attribute of pool op (#5849). Thanks, @BruceDai.
• Add and update package.json repository metadata (#5887).
• [wasm]Supports broadcast for all binary ops. (#5873).
• Add doccomment for fromPixels inconsistent result. (#5865).
• Lint Bazel packages with a central lint script (#5790).
• [core] Skip Firefox in fromPixel webworker test (#5794).
• [core] Separate worker tests from shared tests (#5784).
• #5743: Allow passing ImageBitmap in worker context (#5773). Thanks, @AlexShafir.
• Fix lint errors (#5783).

Data (3.11.0 ==> 3.12.0)

Misc

• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• Update package.json to include the repository (#5770). Thanks, @v-rr.
• Lint Bazel packages with a central lint script (#5790).

Layers (3.11.0 ==> 3.12.0)

Misc

• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• Update package.json to include the repository (#5770). Thanks, @v-rr.
• Lint Bazel packages with a central lint script (#5790).

Converter (3.11.0 ==> 3.12.0)

Features

• auto converter float16 to float32 in converter, and support cast op for DT_HALF type to float32 (#5858).
• Add model debug mode support (#5659). Thanks, @axinging. ### Bug fixes
• auto converter float16 to float32 in converter, and support cast op for DT_HALF type to float32 (#5858).
• lock keras version (#5809).
• [converter] fix tensorflow-estimator version to 2.6.0 (#5802).
• [converter] Use 'bazel build' for build-npm script (#5780). ### Misc
• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• Add and update package.json repository metadata (#5887).
• added wizard deps to the package (#5817).
• converter(fix): removed TF version lock. (#5814).
• Lint Bazel packages with a central lint script (#5790).
• [converter] Add license to BUILD file (#5801).
• [converter]Update converttfsavedmodel (#5788).
• [converter]Add a converter API to convert in-memory keras model to sa… (#5781).

Node (3.11.0 ==> 3.12.0)

Bug fixes

• [kernels] support batch dims broadcasting for matmul (#5789). ### Misc
• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• update darwin-arm64 download url to tfjs gcp bucket (#5899).
• Expose dimRoundingMode attribute of pool op (#5849). Thanks, @BruceDai.
• Add and update package.json repository metadata (#5887).
• tfjs-node: upgrade TF to 2.7.0, ref #5740. (#5818).

Wasm (3.11.0 ==> 3.12.0)

Features

• Add SparseSegmentSum/Mean kernel to WASM backend (#5739).
• Add SparseFillEmptyRows kernel to WASM (#5747).
• Add SparseReshape kernel to WASM backend (#5723). ### Bug fixes
• [kernels] support batch dims broadcasting for matmul (#5789). ### Misc
• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• Update package.json to include the repository (#5770). Thanks, @v-rr.
• [wasm]Supports broadcast for all binary ops. (#5873).
• [wasm] Fix incorrect check for existance of process (#5874).
• [wasm] Fix memory leak in node when disposing wasm backend (#5852).

Cpu (3.11.0 ==> 3.12.0)

Features

• Add SparseSegmentSum/Mean kernel to WASM backend (#5739).
• Add SparseFillEmptyRows kernel to WASM (#5747).
• Add SparseReshape kernel to WASM backend (#5723). ### Bug fixes
• [kernels] support batch dims broadcasting for matmul (#5789). ### Security
• Bump ws from 7.4.4 to 7.4.6 in /tfjs-backend-cpu (#5883). Thanks, @dependabot[bot].
• Bump browserslist from 4.16.3 to 4.18.1 in /tfjs-backend-cpu (#5878). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• Bump path-parse from 1.0.6 to 1.0.7 in /tfjs-backend-cpu (#5885). Thanks, @dependabot[bot].
• Bump ansi-regex from 5.0.0 to 5.0.1 in /tfjs-backend-cpu (#5886). Thanks, @dependabot[bot].
• Add and update package.json repository metadata (#5887).
• Lint Bazel packages with a central lint script (#5790).

Webgl (3.11.0 ==> 3.12.0)

Features

• [webgl] replace texImage2D with texStorage2D + texSubImage2D (#5862). ### Bug fixes
• : 5205 webgl: Support uniforms for pack/unpack programs. Thanks, @qjia7.
• [webgl] replace texImage2D with texStorage2D + texSubImage2D (#5862).
• [kernels] support batch dims broadcasting for matmul (#5789). ### Security
• Bump ansi-regex from 5.0.0 to 5.0.1 in /tfjs-backend-webgl (#5882). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.12.0lockfiles lock files. (#5929).
• Update monorepo to 3.12.0. (#5926).
• add check for valid gl context when reading isContextLost (#5825). Thanks, @vladmandic.
• Lint Bazel packages with a central lint script (#5790).
• [webgl]Refactor GPGPUBinary. (#5796).
• [webgl]Remove unnecessary blocking GPU call. (#5795).
• [core] Separate worker tests from shared tests (#5784).
• #5743: Allow passing ImageBitmap in worker context (#5773). Thanks, @AlexShafir

- TypeScript
Published by ahmedsabie about 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-tflite (0.0.1-alpha.7 ==> 0.0.1-alpha.8)

• [tflite] Add profiling related APIs to tfjs-tflite (#5911). See the Profiling section in the README file for more details.

- TypeScript
Published by jinjingforever about 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-react-native (0.7.0 ==> 0.8.0)

• [react-native] Add "rotation" property to TensorCamera to allow users to rotate camera view and internal texture (#5804). Thanks, @nicholasio
• Use the release docker for all cloudbuild steps (#5669)..

- TypeScript
Published by jinjingforever over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.10.0 ==> 3.11.0)

Features

• #5743: Allow passing ImageBitmap in worker context (#5752). Thanks, @AlexShafir. ### Bug fixes
• add missing export for OptimizerConstructors (#5772). Thanks, @vladmandic. ### Misc
• Update StridedSlice kernel implementation (#5408).

Node (3.10.0 ==> 3.11.0)

Misc

• Update StridedSlice kernel implementation (#5408).

Wasm (3.10.0 ==> 3.11.0)

Misc

• Update StridedSlice kernel implementation (#5408).

Cpu (3.10.0 ==> 3.11.0)

Misc

• Update StridedSlice kernel implementation (#5408).

Webgl (3.10.0 ==> 3.11.0)

Misc

• Update StridedSlice kernel implementation (#5408).

- TypeScript
Published by jinjingforever over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.9.0 ==> 3.10.0)

Features

• add support for Uint8ClampedArray (#5710). Thanks, @vladmandic.
• [webgpu] Add depthToSpace op (#5585). Thanks, @haoyunfeix. ### Misc
• Update monorepo to 3.10.0. (#5762).
• [core] Only run 32 bit tests if backend supports 32 bit (#5693).
• [webgl] Fix nightly browser configurations (#5687).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Upgrade rules_nodejs to 4.2.0 (#5671).
• Use the release docker for all cloudbuild steps (#5669).
• [webgl] Build tfjs-backend-webgl with Bazel (#5562).
• [webgl] Run tests out of order (#5616).
• Update diag.ts (#5617). Thanks, @rthadur.
• [webgpu] Fix WGSL pow case fail (#5589). Thanks, @axinging.
• [core] Fix io test flakiness when run out-of-order (#5582).
• Throw errors when any index is out of bound in GatherV2 (#5439).

Data (3.9.0 ==> 3.10.0)

Features

• [tfjs-layers] Bazel migration (#5672). ### Misc
• Update monorepo to 3.10.0. (#5762).
• [tfjs-data] Bazel migration for tfjs-data (#5748).
• Use the release docker for all cloudbuild steps (#5669).
• [core] Fix io test flakiness when run out-of-order (#5582).

Layers (3.9.0 ==> 3.10.0)

Features

• fix nightly layers tests (#5688).
• [tfjs-layers] Bazel migration (#5672).
• [tfjs-converter] Bazel build migration (#5388).
• [tfjs-converter] Bazel build migration (#5388). ### Bug fixes
• only runs stacked rnncells test on webgl2 gpu (#5718). ### Misc
• Update monorepo to 3.10.0. (#5762).
• [layers] Fix package.json bazel targets (#5719).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Use the release docker for all cloudbuild steps (#5669).
• [webgl] Build tfjs-backend-webgl with Bazel (#5562).

Converter (3.9.0 ==> 3.10.0)

Features

• [tfjs-converter] Bazel build migration (#5388).
• [tfjs-converter] Bazel build migration (#5388). ### Bug fixes
• [converter] Add missing @bazel/bazelisk dependency (#5744). ### Documentation
• [converter] Add required libs to readme (#5639).
• Fix typo in tfsavedmodelconversionv2.py (#5568). Thanks, @mikezzb. ### Misc
• Update monorepo to 3.10.0. (#5762).
• Use a precompiled Python3 binary on Windows (#5699).
• Upgrade rules_nodejs to 4.2.0 (#5671).
• Use the release docker for all cloudbuild steps (#5669).
• Base the release docker off of debian (#5640).
• [converter] Pin python2 protobuf version to 3.17.3 (#5635).
• Fix converter nightly test (#5600).
• [core] Fix io test flakiness when run out-of-order (#5582).

Node (3.9.0 ==> 3.10.0)

Misc

• Update monorepo to 3.10.0. (#5762).
• upgrade tf binary version to 2.6.0 (#5703).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Base the release docker off of debian (#5640).
• Throw errors when any index is out of bound in GatherV2 (#5439).
• Delete .travis.yml

Wasm (3.9.0 ==> 3.10.0)

Features

• [webgpu] Add depthToSpace op (#5585). Thanks, @haoyunfeix.
• [tfjs-converter] Bazel build migration (#5388).
• [tfjs-converter] Bazel build migration (#5388). ### Security
• Bump ansi-regex from 5.0.0 to 5.0.1 in /tfjs-backend-wasm (#5650). Thanks, @dependabot[bot]. ### Misc
• Update monorepo to 3.10.0. (#5762).
• [wasm] remove leftover console.log (#5737).
• [wasm] Allow users to set threads count at runtime (#5727).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Use the release docker for all cloudbuild steps (#5669).
• Throw errors when any index is out of bound in GatherV2 (#5439).
• update docker and fixed test bundle size wasm task (#5583).

Cpu (3.9.0 ==> 3.10.0)

Features

• [webgpu] Add depthToSpace op (#5585). Thanks, @haoyunfeix. ### Misc
• Update monorepo to 3.10.0. (#5762).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Upgrade rules_nodejs to 4.2.0 (#5671).
• Throw errors when any index is out of bound in GatherV2 (#5439).

Webgl (3.9.0 ==> 3.10.0)

Features

• add support for Uint8ClampedArray (#5710). Thanks, @vladmandic.
• [webgpu] Add depthToSpace op (#5585). Thanks, @haoyunfeix. ### Bug fixes
• use shader loop instead of expand with js to reduce shader size (#5714). ### Performance
• use shader loop instead of expand with js to reduce shader size (#5714).
• enable flush threshold for all mobile devices (#5695). ### Misc
• Update monorepo to 3.10.0. (#5762).
• [webgl] Fix nightly browser configurations (#5687).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• Upgrade rules_nodejs to 4.2.0 (#5671).
• [webgl] Build tfjs-backend-webgl with Bazel (#5562).
• [webgl] Update yarn.lock (#5636). Thanks, @axinging.
• [webgl] Run tests out of order (#5616).
• Update package.json (#5618). Thanks, @rthadur.
• [webgl]Add BroadcastArgs to WebGL. (#5485).
• Throw errors when any index is out of bound in GatherV2 (#5439).

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-tflite (0.0.1-alpha.6 ==> 0.0.1-alpha.7)

This release compiled the underlying TFLite Web API WASM binaries with --xnnwasmsimdversion=m91 which should increase the performance of certain quantized TFLite models.

• [tflite] update tflite web api version. (#5759).
• [tflite] convert output tensor types that are not supported by TFJS to compatible TFJS types (#5746).
• [tflite] Fix the broken demo (#5732).
• [tflite] Remove unneeded download step from readme (#5604).
• [tflite] Add README to npm package (#5581)..

- TypeScript
Published by jinjingforever over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-backend-webgpu (0.0.1-alpha.7 ==> 0.0.1-alpha.8)

Features

• [webgpu] Add support for scatterND (#5643). Thanks, @haoyunfeix.
• [webgpu] Add support for LogicalNot (#5644). Thanks, @haoyunfeix.
• [webgpu] Add support for split (#5645). Thanks, @haoyunfeix.
• [webgpu] Add support for sin, cos, sinh and cosh (#5642). Thanks, @haoyunfeix.
• [webgpu] Add depthToSpace op (#5585). Thanks, @haoyunfeix.
• [webgpu] Add halfPixelCenters support for resizeBilinear op (#5553). Thanks, @haoyunfeix.
• [webgpu] Enable bool and add op logicalAnd (#5190). Thanks, @axinging. ### Bug fixes
• [webgpu] Fix wrongly used u32 (#5559). Thanks, @axinging.
• webgpu: Fix the memory leak for Cast (#5521). Thanks, @qjia7.
• Create a separate 'link-package-core' for packages that only need core (#5436).
• : [webgpu] Add op tile. Thanks, @axinging. ### Performance
• webgpu: Optimize ScatterNd (#5667). Thanks, @qjia7.
• webgpu: Optimize depthwise conv2d (#5254). Thanks, @qjia7.
• webgpu: Optimize depthwise conv2d (#5209). Thanks, @qjia7. ### Misc
• Update tfjs-backend-webgpu to 0.0.1-alpha.8. (#5681).
• [webgpu] Mark build-npm.sh as executable (#5676).
• [wasm] Fix kernels in wasm backend about how int32 inputs are handled (#5662).
• webgpu: Use a larger cpu forward threshold (#5665). Thanks, @qjia7.
• Use the release docker for all cloudbuild steps (#5669).
• [wgsl] Refine pow (#5622). Thanks, @axinging.
• webgpu: Batch several dispatching calls into one pass (#5598). Thanks, @qjia7.
• [webgpu] Fix matmulsmalloutput program assert error (#5646). Thanks, @haoyunfeix.
• webgpu: Remove glsl code (#5654). Thanks, @qjia7.
• [webgpu] Add support for SparseToDense (#5629). Thanks, @haoyunfeix.
• Add cases for Conv2DMMVec4Program and Conv2dNaiveProgram (#5637). Thanks, @axinging.
• webgpu: add flipLeftRight and rotate operators (#5649). Thanks, @xhcao.
• [webgpu] Add WGSL shader for Tanh (#5647). Thanks, @haoyunfeix.
• [webgpu] Use WGSL default (#5621). Thanks, @axinging.
• [webgpu] Use i32 as coords type in WGSL (#5628). Thanks, @axinging.
• [webgpu] Create FromPixles program as required (#5610). Thanks, @axinging.
• [webgpu] Only stride is used in PoolWithFilterSizeEqualsOneProgram (#5593). Thanks, @axinging.
• [webgpu] Fix WGSL pow case fail (#5589). Thanks, @axinging.
• [webgpu] Add MatMulSmallOutputSizeProgram WGSL support (#5567). Thanks, @axinging.
• [webgpu] Add conv2dBackprop WGSL support (#5565). Thanks, @axinging.
• [webgpu] Use module constant as workgroup size in WGSL (#5579). Thanks, @axinging.
• webgpu: Hide importExternalTexture behind flag (#5587). Thanks, @shaoboyan.
• Throw errors when any index is out of bound in GatherV2 (#5439).
• [webgpu] Add conv2d/conv2dNaive/matmul/im2col WGSL support (#5527). Thanks, @axinging.
• webgpu: Add wgsl support for FromPixels (#5552). Thanks, @shaoboyan.
• [webgpu] Add depthwise3x3/argminmax/reduce/resizenearestneighbor WGSL support (#5535). Thanks, @axinging.
• webgpu: optimize matmul with small output size (#5342). Thanks, @xhcao.
• [webgpu] Add time query profiling for fromPixels op (#5503). Thanks, @haoyunfeix.
• [webgpu] Fix exceed dispatch size on WGSL (#5519). Thanks, @axinging.
• [webgpu] update warning message to guide user enable timestamp-query extension (#5505). Thanks, @haoyunfeix.
• [webgpu] Fix warning that buffer binding size cannot be zero. (#5526). Thanks, @qjia7.
• [webgpu] Fix clipByValue vec4 error (#5511). Thanks, @axinging.
• webgpu: fix dispatch size exceeds the limits (#5432). Thanks, @xhcao.
• [webgpu] Add depthwise and other 21 programs WGSL support (#5403). Thanks, @axinging.
• [webgpu] Add conv2d vec4 and matmul vec4 WGSL support (#5369). Thanks, @axinging.
• Fix FromPixels type checker to avoid error in worker (#5472). Thanks, @shaoboyan.
• [webgpu] Fix wrongly modified NaN type (#5462). Thanks, @axinging.
• [webgpu] Use ImportToTexture to handle video in FromPixels (#5430). Thanks, @shaoboyan.
• [webgpu] Add binary WGSL support (#5322). Thanks, @axinging.
• [webgpu] Remove tfjs-backend-webgl and tfjs-converter dependency (#5428). Thanks, @haoyunfeix.
• [webgpu] Fix that exceeding limitation errors (#5385). Thanks, @qjia7.
• Build tfjs-backend-webgl with Bazel (#5339).
• [webgpu] Fix PadV2 with empty size (#5363). Thanks, @qjia7.
• Use Bazel and ts_library to build core and backend-cpu (#5133).
• Add 'WEBGPUUSEPROFILE_TOOL' flag (#5300). Thanks, @shaoboyan.
• [webgpu] Fix nan fail dut to tint (#5321). Thanks, @axinging.
• [webgpu] Fix floorDiv vec4 compile fail (#5307). Thanks, @axinging.
• [webgpu] Update @webgpu/types to version 0.1.4 (#5290). Thanks, @haoyunfeix.
• [webgpu] Add WGSL support (#5252). Thanks, @axinging.
• [webgpu] Add case for matmul and conv2d to test special path (#5253). Thanks, @axinging.
• [webgpu] Check if runtime support WebGPU before initial a WebGPU backend (#5218). Thanks, @haoyunfeix.
• [webgpu] Upgrade clang-format version from 1.2.4 to 1.5.0 (#5225). Thanks, @haoyunfeix.
• [webgpu] Simplify shader key of binary op and unary op (#5222). Thanks, @axinging.
• [webgpu] Simplify activation shader key (#5208). Thanks, @axinging.
• Use CopyExternalImageToTexture() in FromPixels (#5202). Thanks, @shaoboyan.

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-automl (1.2.0 ==> 1.3.0)

Features

• Update dependencies to 3.6.0 (#5038). Thanks, @aravindvnair99. ### Security
• Fix CVE-2021-23362 in tfjs-automl (#5078). Thanks, @aravindvnair99. ### Misc
• Update tfjs-automl to 1.3.0. (#5614).
• [automl] Update tfjs deps to 3.9.0 (#5570).

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-react-native (0.6.0 ==> 0.7.0)

• [react-native] Add option to TensorCamera to not use custom shaders to resize camera image texture (#5626). This means you don't need to specify cameraTextureWidth and cameraTextureHeight props in TensorCamera anymore.

- TypeScript
Published by jinjingforever over 4 years ago

https://github.com/tensorflow/tfjs - tfjs-tflite-v0.0.1-alpha.6

tfjs-tflite now has better supports for quantized models. See XNNPACK doc for supported ops and limitations (the quantization related flags have been enabled for tfjs-tflite build). Check out this demo for running quantized CartoonGAN model with the latest tfjs-tflite package.

Other changes: - [tflite] Update README and fix demo (#5545). - Update tflite web api download script (#5543). - Make Bazel npm outputs match current packages (#5451). - [tflite] Update google storage location (#5457). - Migrate tfjs-tflite package to bazel (#5358). - [tflite] Fix script tags order and load example in README (#5376). Thanks, @Romaleks360. - Use Bazel and ts_library to build core and backend-cpu (#5133). - Update README to make things more clear to run the cartoonizer demo (#5271).

- TypeScript
Published by jinjingforever over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.8.0 ==> 3.9.0)

Features

• Add grayscaleToRGB ops (#5308). Thanks, @raffizulvian. ### Bug fixes
• fix (#5523).
• [tfjs-core] fixed version test by require from both relative and absolute path (#5405).
• [tfjs-core] disable logging when prod flag is set (#5368).
• [core] fix: corrected dilations is not passed to the next func (#5364). Thanks, @sungongwei.
• [webgl]Fix PadV2 with empty size. (#5359). ### Misc
• Update monorepo to 3.9.0. (#5544).
• Include README.md files in Bazel-generated npm packages (#5542).
• [wasm] Fix offset calculation in Conv2DBackpropInput (#5518).
• Fix string split call stack overflow (#5509).
• [webgl] Fixed nightly test failure (#5510).
• [webgpu] Add depthwise and other 21 programs WGSL support (#5403). Thanks, @axinging.
• fix depthwise conv2d bug (#5500).
• Add broadcast args (#4636). Thanks, @drubinstein.
• [core] Add fallback method for isMobile (#5478).
• fix(docs): elu wrong definition (#5474). Thanks, @raffizulvian.
• Make Bazel npm outputs match current packages (#5451).
• Run enumerate-tests with Bazel (#5361).
• Use absolute import for version_test (#5416).
• Add fused depthwiseConv2d case for filter 3x3 (#5333). Thanks, @axinging.
• tfjs_bundle related improvements (#5337).
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Data (3.8.0 ==> 3.9.0)

Bug fixes

• [tfjs-data] Fix an issue caused by incorrectly cloning certain iterator (#5444). ### Misc
• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Layers (3.8.0 ==> 3.9.0)

Misc

• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• improving error message when input or dataset output shape does not match the inputShape (#5524). Thanks, @sourabh112.
• Revert "Build tfjs-backend-webgl with Bazel " (#5476) (#5339).
• Make Bazel npm outputs match current packages (#5451).
• fix(typo): in comment; TensorFow -> TensorFlow (#5407). Thanks, @GoogleSites.
• Build tfjs-backend-webgl with Bazel (#5339).
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Converter (3.8.0 ==> 3.9.0)

Bug fixes

• Create a separate 'link-package-core' for packages that only need core (#5436). ### Misc
• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• Add broadcast args (#4636). Thanks, @drubinstein.
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Node (3.8.0 ==> 3.9.0)

Misc

• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• [wasm] Fix offset calculation in Conv2DBackpropInput (#5518).
• Update package.json (#5499). Thanks, @rthadur.
• Add broadcast args (#4636). Thanks, @drubinstein.
• Update README.md (#5427). Thanks, @rthadur.
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Wasm (3.8.0 ==> 3.9.0)

Features

• [wasm] add elu kernel (#5435). Thanks, @raffizulvian. ### Bug fixes
• [webgl]Fix PadV2 with empty size. (#5359). ### Security
• Bump path-parse from 1.0.6 to 1.0.7 in /tfjs-backend-wasm (#5464). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• Update safari to 13 for wasm tests (#5540).
• [wasm] Fix offset calculation in Conv2DBackpropInput (#5518).
• [wasm] Make it more obvious for calling setWasmPaths when WASM backend is loaded from script tag (#5477).
• [wasm] Remove uses of 'build-deps-ci' (#5340).
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Cpu (3.8.0 ==> 3.9.0)

Features

• [webgl] Allow Sqrt to run on packed data (#5396). ### Misc
• Update monorepo to 3.9.0. (#5544).
• Include README.md files in Bazel-generated npm packages (#5542).
• Fix string split call stack overflow (#5509).
• Add broadcast args (#4636). Thanks, @drubinstein.
• Make Bazel npm outputs match current packages (#5451).
• Migrate tfjs-tflite package to bazel (#5358).
• Use absolute import for version_test (#5416).
• Allow Sigmoid to run on packed data (#5406).
• tfjs_bundle related improvements (#5337).
• Use Bazel and ts_library to build core and backend-cpu (#5133).

Webgl (3.8.0 ==> 3.9.0)

Features

• [webgl] Allow Sqrt to run on packed data (#5396).
• webgl: Use uniforms for im2col/encode[decode] matrix programs (#5297). Thanks, @qjia7. ### Bug fixes
• #5479 webgl: Fix the incorrect result with shapes uniforms. Thanks, @qjia7.
• webgl: Use imod instead of mod (#5514). Thanks, @qjia7.
• #5447 webgl: Use imod instead of mod. Thanks, @qjia7.
• #5447 webgl: Fix the incorrect result for blazeface. Thanks, @qjia7.
• [webgl] Temporarily disable WEBGLUSESHAPES_UNIFORMS tests (#5480).
• [tfjs-data] Fix an issue caused by incorrectly cloning certain iterator (#5444).
• Create a separate 'link-package-core' for packages that only need core (#5436).
• Fix the incorrect benchmark result when using uniforms for im2col (#5404). Thanks, @qjia7.
• [webgl]Fix PadV2 with empty size. (#5359).
• [webgl]Fix conv2d when width is odd. (#5264). ### Misc
• Update lockfiles branch tfjs3.9.0lockfiles lock files. (#5555).
• Update monorepo to 3.9.0. (#5544).
• webgl: Enable single run for yarn test (#5525). Thanks, @qjia7.
• [webgl] Fixed nightly test failure (#5510).
• fix depthwise conv2d bug (#5500).
• Unpack input in ArgMin/Max WebGL kernel (#5437).
• Add broadcast args (#4636). Thanks, @drubinstein.
• Revert "Build tfjs-backend-webgl with Bazel " (#5476) (#5339).
• Make Bazel npm outputs match current packages (#5451).
• [webgl] Use uniforms for depthwise conv2d/reshape (#5422). Thanks, @qjia7.
• Use correct externals and globals for webgl bundle (#5417).
• Fix the typo webgo->webgl (#5419). Thanks, @qjia7.
• Use absolute import for version_test (#5416).
• Allow Sigmoid to run on packed data (#5406).
• Fix yarn build command under tfjs-backend-webgl folder (#5379). Thanks, @haoyunfeix.
• Build tfjs-backend-webgl with Bazel (#5339).
• [webgpu] Fix PadV2 with empty size (#5363). Thanks, @qjia7.
• Use Bazel and ts_library to build core and backend-cpu (#5133).

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.7.0 ==> 3.8.0)

Bug fixes

• fixed depthwise conv2d packed shader issue where dilation is great than 2 (#5320).
• Fix #5273: Refactor IOHandlers to use same JSON parsing (#5274). Thanks, @MaximeKjaer. ### Misc
• Update monorepo to 3.8.0. (#5331).
• Add flags for controlling when TopK GPU is used (#5328). Thanks, @ahmedsabie.
• [webgpu] Fix floorDiv vec4 compile fail (#5307). Thanks, @axinging.
• Don't try to load weights if there are no weights (#5310).
• Fix flipLeftRight op in various backends and add more tests (#5270).
• Add the missing backend initialization in runKernel (#5251).
• Switch CPU TopK Algorithm to use Floyd-Rivest (#5236).
• Switch WebGL TopK algorithm to use bitonic (#5233).
• Supported conv2dTranspose with explicit paddings. (#5185). Thanks, @BruceDai.
• Supported pooling operation with explicit padding. (#5163). Thanks, @BruceDai.

Data (3.7.0 ==> 3.8.0)

Misc

• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).

Layers (3.7.0 ==> 3.8.0)

Bug fixes

• [tfjs-layers] remove deps of chained ops in layers (#5188). ### Performance
• [tfjs-layers] remove deps of chained ops in layers (#5188). ### Misc
• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).

Converter (3.7.0 ==> 3.8.0)

Misc

• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).
• fix converter build file for g3 (#5232).

Node (3.7.0 ==> 3.8.0)

Features

• libtensorflow path name replacing (#5171). Thanks, @kawauso.
• upgrade tensorflow deps to 2.5 and built raspberry pi 2.5 binary (#5204). ### Bug fixes
• Fix #5273: Refactor IOHandlers to use same JSON parsing (#5274). Thanks, @MaximeKjaer.
• upgrade tensorflow deps to 2.5 and built raspberry pi 2.5 binary (#5204). ### Misc
• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).
• Update WINDOWS_TROUBLESHOOTING.md (#5327). Thanks, @rthadur.
• Add FlipLeftRight Node.JS kernel using reverse op. (#5311). Thanks, @DCtheTall.
• Revert "Add FlipLeftRight NodeJS kernel. " (#5263) (#5261).
• Add FlipLeftRight NodeJS kernel. (#5261). Thanks, @DCtheTall.
• Supported conv2dTranspose with explicit paddings. (#5185). Thanks, @BruceDai.
• Supported pooling operation with explicit padding. (#5163). Thanks, @BruceDai.

Wasm (3.7.0 ==> 3.8.0)

Features

• Add batchToSpaceND/spaceToBatchND kernels (#5288). Thanks, @kinsei0916. ### Misc
• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).
• [wasm] Mark 'os' as excluded in browser bundles (#5302).
• Fix flipLeftRight op in various backends and add more tests (#5270).
• Implement cosh in tfjs-backend-wasm (#5260). Thanks, @carrycooldude.
• Switch WASM TopK Algorithm to use Floyd-Rivest (#5244).
• Switch WebGL TopK algorithm to use bitonic (#5233).
• Update WASM README about setting up cross-origin isolation (#5169).

Cpu (3.7.0 ==> 3.8.0)

Misc

• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).
• Fix flipLeftRight op in various backends and add more tests (#5270).
• Switch CPU TopK Algorithm to use Floyd-Rivest (#5236).
• Switch WebGL TopK algorithm to use bitonic (#5233).

Webgl (3.7.0 ==> 3.8.0)

Features

• webgl: Refactor the custom uniforms support (#5258). Thanks, @qjia7.
• webgl: Add shapes uniforms to reduce shader compilation time (#5240). Thanks, @qjia7. ### Bug fixes
• fixed depthwise conv2d packed shader issue where dilation is great than 2 (#5320).
• Remove redeclared value uniform (#5312). ### Performance
• webgl: Add shapes uniforms to reduce shader compilation time (#5240). Thanks, @qjia7. ### Misc
• Update lockfiles branch tfjs3.8.0lockfiles lock files. (#5332).
• Update monorepo to 3.8.0. (#5331).
• Add flags for controlling when TopK GPU is used (#5328). Thanks, @ahmedsabie.
• Unpack input in TopK WebGL kernel (#5286).
• Fix flipLeftRight op in various backends and add more tests (#5270).
• Switch WebGL TopK algorithm to use bitonic (#5233).
• Fix webgl backend memory leak in firefox (#5193).

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-react-native (0.5.0 ==> 0.6.0)

Documentation

• Update tfjs-react-native README to add steps to fix a build error when using expo for web (#4805).
• [tfjs-react-native] fix metro link (#4450). Thanks, @AmanRaj1608. ### Security
• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update tfjs-react-native to 0.6.0. (#5247).
• Update react-native monorepo dependencies to 3.7.0 (#5217).
• Replace deprecated package '@react-native-community/async-storage' (#5228). Thanks, @gregor-mittag.
• Build tfjs-core and tfjs-backend-cpu with Bazel (#4856).
• Bump jpeg-js (#4718).
• Upgrade react native to 3.1.0 (#4610).
• Run browserstack tests with an allowance for flakiness (#4691).
• docs: remove duplicate documentation line (#4599). Thanks, @autimio.

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

tfjs-backend-webgpu (0.0.1-alpha.5 ==> 0.0.1-alpha.7)

Features

• expose CPUHANDOFFSIZE_THRESHOLD as a configurable flag (#5106).
• [webgpu] Add support for gatherND (#5057). Thanks, @haoyunfeix.
• [webgpu] Add support for sqrt (#5058). Thanks, @haoyunfeix.
• [webgpu] Add resizeNearestNeighbor support (#5059). Thanks, @haoyunfeix.
• added support for sigmoid activation function for fused ops (#4948). ### Bug fixes
• webgpu: Fix a potential bug in vector*matrix (#5165). Thanks, @qjia7.
• webgpu: Fix the reduce shader key (#5148). Thanks, @qjia7.
• webgpu: Fix the mirrorPad error (#5131). Thanks, @qjia7.
• webgpu: Add CPUHANDOFFSIZE_THRESHOLD (#5119). Thanks, @qjia7. ### Performance
• webgpu: Optimize Conv2DBackpropInput (#5155). Thanks, @qjia7.
• webgpu: Add vector*matrix kernel (#5129). Thanks, @qjia7.
• webgpu: Optimize getSamplerAtOutputCoords (#5105). Thanks, @qjia7.
• [webgpu] Use uniform instead of constant for shape (#4819). Thanks, @axinging. ### Security
• Fix CVE-2021-23362 in tfjs-backend-webgpu (#5086). Thanks, @aravindvnair99. ### Misc
• Bump version to 0.0.1-alpha.7 (#5176).
• Upgrade webgpu to 0.0.1-alpha.6 (#5175).
• [webgpu] Fix string comparison fail and add equal (#5149). Thanks, @axinging.
• webgpu: Fix the OOB error in transform/slice/stridedSlice (#5164). Thanks, @qjia7.
• webgpu: Add Pow kernel (#5130). Thanks, @qjia7.
• [webgpu] Add op StringNGrams (#5118). Thanks, @axinging.
• [webgpu] Fix nan errors (#5121). Thanks, @axinging.
• [webgpu] Update yarn.lock for package types/long (#5125). Thanks, @axinging.
• [webgpu] Add shared memory flag to binary op shared shader key (#5083). Thanks, @axinging.
• webgpu: Remove cpu backend (#5101). Thanks, @qjia7.
• webgpu: Add Conv2DBackpropInput kernel (#5104). Thanks, @qjia7.
• [webgpu] Fix invalid WGPUBindingType (#5082). Thanks, @axinging.
• webgpu: run concat on cpu if possible (#5076). Thanks, @qjia7.
• [webgpu] Reuse GPUBindGroupLayout and GPUPipelineLayout (#5001). Thanks, @axinging.
• webgpu: fix/suppress some failure cases (#5065). Thanks, @qjia7.
• webgpu: Add Transform kernel (#5061). Thanks, @qjia7.
• webgpu: upgrade @webgpu/types (#5062). Thanks, @qjia7.
• [webgpu] Simplify shader key of slice and cropAndResize (#4993). Thanks, @axinging.
• [WebGPU] Expand texture usage for fromPixels (#5016). Thanks, @shaoboyan.
• webgpu: Use outShapeStrides in more places (#4967). Thanks, @qjia7.
• webgpu: Use uniforms for PadV2 paddings (#4966). Thanks, @qjia7.
• [webgpu] Use uniform for program batchNorm, clip, im2col (#4958). Thanks, @axinging.

- TypeScript
Published by mattsoulanille over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.6.0 ==> 3.7.0)

Features

• Added string support for logical binary ops, gatherND, and StridedSlice (#5135).
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052).
• align allbacks with tensorflow on NaN propogation with min/max ops (#5028). ### Bug fixes
• Fix CI failure for requiring the long package. (#5085).
• uses require instead of enable esmoduleinterop flag (#5074). ### Security
• Bump ws from 7.4.4 to 7.4.6 in /tfjs-core (#5141). Thanks, @dependabot[bot].
• Bump hosted-git-info from 2.8.8 to 2.8.9 in /tfjs-core (#5048). Thanks, @dependabot[bot]. ### Misc
• Update monorepo to 3.7.0. (#5168).
• [webgpu] Add op StringNGrams (#5118). Thanks, @axinging.
• Allow string inputs in gatherND (#5157).
• Add kernel StringNGrams for CPU and WebGL backend (#5102).
• Add kernel StringSplit for CPU and WebGL backend (#5089).
• Add kernel SparseSegmentMean for CPU and WebGL backend (#5025).
• Add kernel SparseSegmentSum for CPU and WebGL backend (#5018).
• Fix SparseFillEmptyRows output shape bug (#5020).
• Upgrade rules_nodejs to 3.4.1 and karma to 6.3.2 (#5006).

Data (3.6.0 ==> 3.7.0)

Features

• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052). ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).

Layers (3.6.0 ==> 3.7.0)

Features

• use vanilla js for the math util methods (#5096).
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052). ### Bug fixes
• uses require instead of enable esmoduleinterop flag (#5074). ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).

Converter (3.6.0 ==> 3.7.0)

Features

• Fuse depthwise conv2d with activation function without biasAdd (#4910).
• [converter] Support function execution with named output indexing (#5127).
• Add support for StringSplit conversion (#5107).
• Add support for StringToHashBucketFast conversion (#5067).
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052).
• [tfjs-converter] heuristically determine the signature name (#5043). ### Bug fixes
• Allow up to TF-Hub==0.12 (#5152). Thanks, @chongkong.
• [converter] Support function execution with named output indexing (#5127).
• Add missing op categories in converter and tests (#5114).
• check function def for unsupported ops (#5090).
• uses require instead of enable esmoduleinterop flag (#5074).
• [tfjs-converter] heuristically determine the signature name (#5043). ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).
• Add support for StringNGrams conversion (#5109).
• Add support for SparseSegmentMean conversion (#5037).
• Add support for SparseSegmentSum conversion (#5026).
• Add support for SparseFillEmptyRows conversion (#5005).

Node (3.6.0 ==> 3.7.0)

Features

• [node] Add SummaryFileWriter.histogram TensorBoard logging (#5079). Thanks, @MaximeKjaer.
• Added string support for logical binary ops, gatherND, and StridedSlice (#5135).
• Make tfjs-node create a new TFJSBackend for each environment (#5108). Thanks, @bmcdorman.
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052).
• align allbacks with tensorflow on NaN propogation with min/max ops (#5028). ### Bug fixes
• Make tfjs-node create a new TFJSBackend for each environment (#5108). Thanks, @bmcdorman.
• uses require instead of enable esmoduleinterop flag (#5074).
• fix the node mem leak on saved model execution (#5012). ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).
• Add kernel StringNGrams for CPU and WebGL backend (#5102).
• Add kernel StringSplit for CPU and WebGL backend (#5089).
• update node-pre-gyp package (#5036).
• Add kernel SparseSegmentMean for CPU and WebGL backend (#5025).
• Add kernel SparseSegmentSum for CPU and WebGL backend (#5018).

Wasm (3.6.0 ==> 3.7.0)

Features

• Added string support for logical binary ops, gatherND, and StridedSlice (#5135).
• align allbacks with tensorflow on NaN propogation with min/max ops (#5028). ### Bug fixes
• [wasm] fix #5021: wechat webassembly support (#5056). Thanks, @deepkolos. ### Documentation
• Update README of WASM backend (#5097). ### Security
• Bump ws from 7.4.4 to 7.4.6 in /tfjs-backend-wasm (#5140). Thanks, @dependabot[bot].
• Bump browserslist from 4.16.3 to 4.16.6 in /tfjs-backend-wasm (#5116). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).

Cpu (3.6.0 ==> 3.7.0)

Features

• Added string support for logical binary ops, gatherND, and StridedSlice (#5135).
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052).
• align allbacks with tensorflow on NaN propogation with min/max ops (#5028). ### Bug fixes
• uses require instead of enable esmoduleinterop flag (#5074). ### Security
• Fix CVE-2021-23362 in tfjs-backend-cpu (#5088). Thanks, @aravindvnair99. ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).
• [webgpu] Add op StringNGrams (#5118). Thanks, @axinging.
• Add kernel StringNGrams for CPU and WebGL backend (#5102).
• Add kernel StringSplit for CPU and WebGL backend (#5089).
• Add kernel SparseSegmentMean for CPU and WebGL backend (#5025).
• Add kernel SparseSegmentSum for CPU and WebGL backend (#5018).
• Fix SparseFillEmptyRows output shape bug (#5020).
• Upgrade rules_nodejs to 3.4.1 and karma to 6.3.2 (#5006).

Webgl (3.6.0 ==> 3.7.0)

Features

• Added string support for logical binary ops, gatherND, and StridedSlice (#5135).
• expose CPUHANDOFFSIZE_THRESHOLD as a configurable flag (#5106).
• Add kernel StringToHashBucketFast for CPU and WebGL backend (#5052).
• align allbacks with tensorflow on NaN propogation with min/max ops (#5028). ### Security
• Fix CVE-2021-23362 in tfjs-backend-webgl (#5087). Thanks, @aravindvnair99. ### Misc
• Update lockfiles branch tfjs3.7.0lockfiles lock files. (#5170).
• Update monorepo to 3.7.0. (#5168).
• [webgpu] Add op StringNGrams (#5118). Thanks, @axinging.
• Add kernel StringNGrams for CPU and WebGL backend (#5102).
• Add kernel StringSplit for CPU and WebGL backend (#5089).
• [webgl] Merge nightly CI karma tests for more parallelism (#5003).
• Add kernel SparseSegmentMean for CPU and WebGL backend (#5025).
• Add kernel SparseSegmentSum for CPU and WebGL backend (#5018).

- TypeScript
Published by ahmedsabie over 4 years ago

https://github.com/tensorflow/tfjs -

Core (3.5.0 ==> 3.6.0)

Features

• Add Kernel SparseFillEmptyRows for CPU and WebGL backend (#4992). Thanks, @ahmedsabie.
• [wasm] Add transform op. (#4980).
• Create threshold.ts (#4906). Thanks, @BadMachine. ### Bug fixes
• Fix tile rank > 6 (#5008).
• fix nightly failure (#4986).
• fixed wasm conv2d backprop error when strides is greater than 1 (#4981). ### Misc
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

Data (3.5.0 ==> 3.6.0)

Misc

• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

Layers (3.5.0 ==> 3.6.0)

Misc

• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

Converter (3.5.0 ==> 3.6.0)

Misc

• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• [Converter] removed h5py direct deps to rely on TF (#4997).

Node (3.5.0 ==> 3.6.0)

Features

• Add Kernel SparseFillEmptyRows for CPU and WebGL backend (#4992). Thanks, @ahmedsabie. ### Bug fixes
• add 8 supported napi versions (#4991). ### Misc
• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

Wasm (3.5.0 ==> 3.6.0)

Features

• [wasm] Add transform op. (#4980).
• generate wechat miniprogram compatible wasm js file (#4977). ### Bug fixes
• fixed wasm conv2d backprop error when strides is greater than 1 (#4981).
• generate wechat miniprogram compatible wasm js file (#4977). ### Misc
• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).

Cpu (3.5.0 ==> 3.6.0)

Features

• Add Kernel SparseFillEmptyRows for CPU and WebGL backend (#4992). Thanks, @ahmedsabie. ### Misc
• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

Webgl (3.5.0 ==> 3.6.0)

Features

• Add Kernel SparseFillEmptyRows for CPU and WebGL backend (#4992). Thanks, @ahmedsabie.
• added packed version of resize nearest neighbor kernel (#4985).
• depthwise packed perf: reduce texel read for dilation of 2 (#4954). ### Bug fixes
• Fix tile rank > 6 (#5008). ### Misc
• Update lockfiles branch tfjs3.6.0lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

- TypeScript
Published by lina128 almost 5 years ago

https://github.com/tensorflow/tfjs -

tfjs-vis (1.5.0 ==> 1.5.1)

Security

• more sec update (#4885).
• fix sec vulnerabilities for all packages (#4869).
• Bump y18n from 3.2.1 to 3.2.2 in /tfjs-vis (#4878). Thanks, @dependabot[bot].
• Bump elliptic from 6.5.2 to 6.5.4 in /tfjs-vis (#4712). Thanks, @dependabot[bot].
• Bump lodash from 4.17.15 to 4.17.21 in /tfjs-vis (#4777). Thanks, @dependabot[bot].
• Bump vega from 5.13.0 to 5.17.3 in /tfjs-vis (#4693). Thanks, @dependabot[bot]. ### Misc
• Update tfjs-vis to 1.5.1. (#4974).
• Upgrade tfjs deps to 3.5.0 (#4973).
• [vis] Bump vega to 5.20.0 (#4866).
• Run browserstack tests with an allowance for flakiness (#4691).

- TypeScript
Published by jinjingforever almost 5 years ago

https://github.com/tensorflow/tfjs -

Core (3.4.0 ==> 3.5.0)

Features

• Add Kernel SparseReshape for CPU and WebGL backend (#4956).
• added support for sigmoid activation function for fused ops (#4948).
• [core] Add support for explicit padding for depthwiseConv. (#4321). ### Documentation
• Add missing headings to core operations (#4938). Thanks, @MaximeKjaer. ### Misc
• Update monorepo to 3.5.0. (#4968).
• Build tfjs-core and tfjs-backend-cpu with Bazel (#4856).

Data (3.4.0 ==> 3.5.0)

Misc

• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).

Layers (3.4.0 ==> 3.5.0)

Features

• add mish (#4960). Thanks, @WenheLI.
• Feat/add mish (#4950). Thanks, @WenheLI. ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).

Converter (3.4.0 ==> 3.5.0)

Features

• added support for sparseReshape op for converter (#4963).
• Add Kernel SparseReshape for CPU and WebGL backend (#4956). ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).
• Build tfjs-core and tfjs-backend-cpu with Bazel (#4856).

Node (3.4.0 ==> 3.5.0)

Features

• Add Kernel SparseReshape for CPU and WebGL backend (#4956).
• added support for sigmoid activation function for fused ops (#4948).
• [core] Add support for explicit padding for depthwiseConv. (#4321). ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).

Wasm (3.4.0 ==> 3.5.0)

Features

• added support for sigmoid activation function for fused ops (#4948). ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).
• [wasm] Fix wasm backend not starting any threads (#4957).
• Build tfjs-core and tfjs-backend-cpu with Bazel (#4856).

Cpu (3.4.0 ==> 3.5.0)

Features

• Add Kernel SparseReshape for CPU and WebGL backend (#4956).
• added support for sigmoid activation function for fused ops (#4948).
• [core] Add support for explicit padding for depthwiseConv. (#4321). ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).
• Build tfjs-core and tfjs-backend-cpu with Bazel (#4856).

Webgl (3.4.0 ==> 3.5.0)

Features

• Add Kernel SparseReshape for CPU and WebGL backend (#4956).
• added support for sigmoid activation function for fused ops (#4948). ### Bug fixes
• fix nightly failure (#4951).
• [webgl]Remove cpu backend. (#4920).
• [webgl]Fix tile rank 6. (#4928). ### Misc
• Update lockfiles branch tfjs3.5.0lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).
• Allow Concat to run on CPU for small tensors (#4940). Thanks, @ardoerlemans.

- TypeScript
Published by jinjingforever almost 5 years ago

https://github.com/tensorflow/tfjs -

Core (3.3.0 ==> 3.4.0)

Bug fixes

• [tfjs-core] Performance issue with tf.signal.stft (#4790) (#4623). Thanks, @harangp.
• Detect react native in 'isMobile' (#4817). ### Documentation
• Address mutability edge case in tf.Tensor docs (#4916). ### Security
• fix sec vulnerabilities for all packages (#4869).
• Bump y18n from 3.2.1 to 3.2.2 in /tfjs-core (#4880). Thanks, @dependabot[bot].
• Bump yargs-parser from 5.0.0 to 5.0.1 in /tfjs-core (#4863). Thanks, @dependabot[bot]. ### Misc
• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).
• Make tfjs-core tests more robust (#4895).
• Fix meshgrid tests for webgl precision (#4899).
• Add tf.meshgrid support for 2D case only (#4855). Thanks, @DCtheTall.
• Fix where op (#4872). Thanks, @kinsei0916.
• Move cloud functions to central location and update googleapis (#4875).
• Fix a bug in toNestedArray where it doesn't handle complex tensors properly (#4827).

Data (3.3.0 ==> 3.4.0)

Security

• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).

Layers (3.3.0 ==> 3.4.0)

Features

• [layers]: Add Conv3DTranspose Layer (#2641). Thanks, @WenheLI. ### Security
• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• Add Swish to activation config (#4834). Thanks, @rthadur.

Converter (3.3.0 ==> 3.4.0)

Features

• add support for isNan op (#4858). ### Bug fixes
• do not dispose intermediate tensor with kept status (#4894).
• Adding mode to h5py.File to dismiss deprecation warning (#4890). Thanks, @badjano. ### Security
• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [converter] Support Einsum (#4914).

Node (3.3.0 ==> 3.4.0)

Features

• tfjs-node: add 2.0 api (#4810). Thanks, @WenheLI.
• [tfjs-node] Make yarn build works on Windows (#4849). Thanks, @haoyunfeix. ### Security
• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Add basic implementation of einsum (#4903).

Wasm (3.3.0 ==> 3.4.0)

Features

• Added tan.cc tan.ts file (#4826). Thanks, @carrycooldude.
• [wasm] Add mirrorPad kernel (#4804). Thanks, @kinsei0916.
• [wasm] Add all/any kernels (#4799). Thanks, @kinsei0916. ### Documentation
• Remove WASM Emscripten install instructions (#4893).
• Update readme (#4798). ### Security
• fix sec vulnerabilities for all packages (#4869).
• Bump http-proxy from 1.18.0 to 1.18.1 in /tfjs-backend-wasm (#4865). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [wasm] Add iOS 11 workaround for Tan (#4925).
• Use official emsdk bazel toolchain (#4769).
• Fix include path (#4835). Thanks, @kinsei0916.
• Add a local test configs for the wasm threaded and threaded-simd (#4780).

Cpu (3.3.0 ==> 3.4.0)

Security

• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).

Webgl (3.3.0 ==> 3.4.0)

Bug fixes

• improve perf of packed depthwise conv2d (#4909).
• [webgl]Remove cpu backend warning. (#4908). ### Security
• fix sec vulnerabilities for all packages (#4869). ### Misc
• Update lockfiles branch tfjs3.4.0lockfiles lock files. (#4931).
• Update monorepo to 3.4.0. (#4926).
• [core] Fix a bug in einsum kernels (#4915).
• [core] Add basic implementation of einsum (#4903).

- TypeScript
Published by lina128 almost 5 years ago

https://github.com/tensorflow/tfjs -

Core (3.2.0 ==> 3.3.0)

Features

• Add image.transform. (#4770). ### Bug fixes
• [webgl] use uniform for pad constants (#4779).
• fix wasm strided slice with new axis (#4235). Thanks, @pvanhaes.
• fix wasm strided slice with new axis (#4235). Thanks, @pvanhaes. ### Misc
• Update monorepo to 3.3.0. (#4795).
• [core]Fix fromPixelAsync. (#4757).
• Add fromPixelAsync in tfjs-core (#4375). Thanks, @shaoboyan.

Data (3.2.0 ==> 3.3.0)

Misc

• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Layers (3.2.0 ==> 3.3.0)

Misc

• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Converter (3.2.0 ==> 3.3.0)

Documentation

• [converter] Update readme about metadata option. (#4739). ### Misc
• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).
• Add LookupTableSize and LookupTableSizeV2 ops (#4755). Thanks, @fneubaum-sulvo.

Node (3.2.0 ==> 3.3.0)

Features

• Add image.transform. (#4770).
• Allows extra flexibility to the location of libtensorflow downloads. (#4747). Thanks, @melmerp. ### Bug fixes
• Fixed Failing Symlink on Windows Platforms in 'tfjs-node' installation script. (#4754). Thanks, @PhillipAWells. ### Misc
• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Wasm (3.2.0 ==> 3.3.0)

Bug fixes

• fix wasm strided slice with new axis (#4235). Thanks, @pvanhaes.
• fix wasm strided slice with new axis (#4235). Thanks, @pvanhaes. ### Misc
• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Cpu (3.2.0 ==> 3.3.0)

Features

• Add image.transform. (#4770). ### Misc
• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Webgl (3.2.0 ==> 3.3.0)

Features

• Add image.transform. (#4770). ### Bug fixes
• [webgl] use uniform for pad constants (#4779). ### Performance
• [webgl] Rotate performance fix (#4784).
• make mobile chrome flush threshold default as 1ms (#4756). ### Misc
• Update lockfiles branch tfjs3.3.0lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).
• fixed pad unpacked shader failure (#4783).
• Add fromPixelAsync in tfjs-core (#4375). Thanks, @shaoboyan.

- TypeScript
Published by lina128 almost 5 years ago

https://github.com/tensorflow/tfjs -

Core (3.1.0 ==> 3.2.0)

Documentation

• Document dimensions of toPixels and fromPixels (#4687). Thanks, @jameshfisher. ### Security
• Bump elliptic from 6.5.2 to 6.5.4 in /tfjs-core (#4700). Thanks, @dependabot[bot].
• Bump lodash from 4.17.15 to 4.17.20 in /tfjs-core (#4701). Thanks, @dependabot[bot].
• Bump acorn from 6.4.0 to 6.4.2 in /tfjs-core (#4703). Thanks, @dependabot[bot]. ### Misc
• Update monorepo to 3.2.0. (#4740).
• [wasm] Workaround sin/cos bug with ios11/12, and use tensor4d as image related test source to reduce flakyness (#4738).
• Apply internal ts style externally (#4707).
• Make the wasm backend use the global bazel WORKSPACE (#4714).
• Run browserstack tests with an allowance for flakiness (#4691).

Data (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Layers (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).
• Run browserstack tests with an allowance for flakiness (#4691).

Converter (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Node (3.1.0 ==> 3.2.0)

Bug fixes

• exit the process with error if failed during build (#4694). ### Misc
• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Wasm (3.1.0 ==> 3.2.0)

Security

• Bump elliptic from 6.5.2 to 6.5.4 in /tfjs-backend-wasm (#4699). Thanks, @dependabot[bot]. ### Misc
• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).
• [wasm] Workaround sin/cos bug with ios11/12, and use tensor4d as image related test source to reduce flakyness (#4738).
• restore bundle size test (#4733).
• Update emscripten and XNNPack to the latest version. Fix memory leaks in WASM backend (#4730).
• Make the wasm backend use the global bazel WORKSPACE (#4714).
• Run browserstack tests with an allowance for flakiness (#4691).

Cpu (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Webgl (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs3.2.0lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).
• add WEBGLFLUSHTHRESHOLD flag (#4737).
• Run browserstack tests with an allowance for flakiness (#4691).

- TypeScript
Published by jinjingforever about 5 years ago

https://github.com/tensorflow/tfjs -

This is a bugfix patch for 2.8.x. For the latest release, see the 3.1.0 release.

Core (2.8.5 ==> 2.8.6)

Bug fixes

• fix webgl cumsum kernel (#4674) (#4602). ### Development
• Enable flaky tests for 2.8.x (#4697). ### Misc
• Update monorepo to 2.8.6. (#4705).

Data (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Layers (2.8.5 ==> 2.8.6)

Development

• Enable flaky tests for 2.8.x (#4697). ### Misc
• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Converter (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Node (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Wasm (2.8.5 ==> 2.8.6)

Development

• Enable flaky tests for 2.8.x (#4697). ### Misc
• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Cpu (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Webgl (2.8.5 ==> 2.8.6)

Bug fixes

• fix webgl cumsum kernel (#4674) (#4602). ### Development
• Enable flaky tests for 2.8.x (#4697). ### Misc
• Update lockfiles branch tfjs2.8.6lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

- TypeScript
Published by mattsoulanille about 5 years ago

https://github.com/tensorflow/tfjs -

Core (3.0.0 ==> 3.1.0)

Bug fixes

• fix webgl cumsum kernel (#4602). ### Performance
• webgpu: Support channel = 3 with conv2d vec4 (#4616). Thanks, @qjia7. ### Development
• Engine/backend refCount refactoring (#4628). ### Misc
• Update monorepo to 3.1.0. (#4689).
• Enable CPU kernel profiling for browser does not support timer query (#4640).
• Add ignore require fields for browser (#4614).
• remove modularization helper scripts (#4612).

Data (3.0.0 ==> 3.1.0)

Misc

• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).

Layers (3.0.0 ==> 3.1.0)

Bug fixes

• Use more specific layer types in 'export_layers.ts' (#4618). ### Misc
• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).

Converter (3.0.0 ==> 3.1.0)

Misc

• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).
• Allow undefined element shape for TensorList (#4657).

Node (3.0.0 ==> 3.1.0)

Bug fixes

• GPU conditional (#4605). Thanks, @EFHIII. ### Development
• Engine/backend refCount refactoring (#4628).
• Remove tfjs-core as tfjs-node(-gpu) dependency (#4590). ### Documentation
• GPU conditional (#4605). Thanks, @EFHIII. ### Misc
• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).
• remove modularization helper scripts (#4612).

Wasm (3.0.0 ==> 3.1.0)

Development

• Engine/backend refCount refactoring (#4628). ### Misc
• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).
• [wasm] Implement Ceil (#4671).

Cpu (3.0.0 ==> 3.1.0)

Development

• Engine/backend refCount refactoring (#4628). ### Misc
• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).

Webgl (3.0.0 ==> 3.1.0)

Features

• [webgl] Texture to tensor API. (#4376). ### Bug fixes
• fix webgl cumsum kernel (#4602). ### Development
• Engine/backend refCount refactoring (#4628). ### Misc
• Update lockfiles branch tfjs3.1.0lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).
• Revert "[webgl] Texture to tensor API. " (#4675) (#4376).
• Re-enable Android nightly tests (#4664).
• Enable CPU kernel profiling for browser does not support timer query (#4640).
• remove modularization helper scripts (#4612).

- TypeScript
Published by mattsoulanille about 5 years ago

https://github.com/tensorflow/tfjs - tfjs-vis 1.5.0

tfjs-vis (1.4.3 ==> 1.5.0)

Bug fixes

• tfjs-vis heatmap: disable vega-lite sorting of ticklabels (#4607).
• Fix build-npm script (#3934). Thanks, @haoyunfeix.

Documentation

• [tfjs-vis] add show.perClassAccuracy to api docs (#3988).
• tfjs-vis: Fix typo in demo code (#2394). Thanks, @kevinrobinson.
• [tfjs-vis] Fix a typo in readme (#2909). Thanks, @MidnightDesign.

Misc

• Update tfjs-vis to 1.5.0. (#4608).
• update tfjs-vis devDependency to tfjs 3.0.0 (#4601).

- TypeScript
Published by tafsiri about 5 years ago

https://github.com/tensorflow/tfjs - TensorFlow.js 3.0

Breaking changes

This release contains a number of breaking changes, details of which are listed below, but at a high level these are some of the major changes in this release:

• We have removed the previously deprecated '*Strict' variants of ops. e.g. divStrict and mulStrict.
• If you are using tfjs-core directly (and not a higher level package like tfjs or tfjs-layers): gradients are no longer available without an explicit import, and the chaining api on tensors is now opt-in (requires an explicit import)

Notable additions:

• We now ship flat esm 'bundles'. E.g. https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@3.0.0/dist/tf.fesm.min.js, this gives you many of the benefits of ES modules but can be loaded in one request in a browser.

• We are introducing a workflow for shipping smaller bundles to browsers. Changes in TensorFlow.js 3.0 enable improved tree-shaking, and we are also introducing a CLI tool to create custom TensorFlow.js modules to feed into your bundling process. Read more about this feature here. 🔗

Read our guide to upgrading to 3.0 here. 🔗

Core (2.8.5 ==> 3.0.0)

Features

• Add shuffleCombo (#4446). Thanks, @GantMan.
• add fesm browser builds to packages (#4471).

Breaking changes

• remove ops from backend interface (#4470).
• remove auto registration of gradients in core (#4422).
• remove default registration of chaining api (#4413).
• remove strict variants of ops (#4412). ### Bug fixes
• Fix memory leak for complex tensors (#4563). ### Misc
• Update monorepo to 3.0.0. (#4597).
• add return type for kernelNames getter (#4582).

Data (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471).

Misc

• Update lockfiles branch tfjs3.0.0lockfiles lock files. (#4598).
• Update monorepo to 3.0.0. (#4597).

Layers (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471).

Misc

• Update monorepo to 3.0.0. (#4597).
• Update dataset_stub.ts (#4575).

Converter (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471). ### Misc
• Update README.md (#4583). Thanks, @rthadur.
• Update monorepo to 3.0.0. (#4597).

Node (2.8.5 ==> 3.0.0)

Misc

• Update package.json (#4538). Thanks, @rthadur.
• Update monorepo to 3.0.0. (#4597).

Wasm (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471). ### Misc
• Fix WASM JS script not working after minification (#4569) (#4562).
• Update monorepo to 3.0.0. (#4597).

Cpu (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471). ### Bug fixes
• Fix memory leak for complex tensors (#4563). ### Misc
• Update monorepo to 3.0.0. (#4597).

Webgl (2.8.5 ==> 3.0.0)

Features

• add fesm browser builds to packages (#4471). ### Bug fixes
• Fix memory leak for complex tensors (#4563). ### Misc
• Update monorepo to 3.0.0. (#4597).

- TypeScript
Published by tafsiri about 5 years ago

https://github.com/tensorflow/tfjs -

Core (2.8.4 ==> 2.8.5)

Bug fixes

• Fix memory leak for complex tensors (#4564) (#4563).
• Fix memory leak for complex tensors (#4564) (#4563). ### Misc
• Update monorepo to 2.8.5. (#4571).

Data (2.8.4 ==> 2.8.5)

Misc

• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

Layers (2.8.4 ==> 2.8.5)

Misc

• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

Converter (2.8.4 ==> 2.8.5)

Misc

• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

Node (2.8.4 ==> 2.8.5)

Misc

• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

Wasm (2.8.4 ==> 2.8.5)

Misc

• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).
• Fix WASM JS script not working after minification (#4562). Thanks, @jinjingforever.

Cpu (2.8.4 ==> 2.8.5)

Bug fixes

• Fix memory leak for complex tensors (#4564) (#4563).
• Fix memory leak for complex tensors (#4564) (#4563). ### Misc
• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

Webgl (2.8.4 ==> 2.8.5)

Bug fixes

• Fix memory leak for complex tensors (#4564) (#4563).
• Fix memory leak for complex tensors (#4564) (#4563). ### Misc
• Update lockfiles branch tfjs2.8.5lockfiles lock files. (#4573).
• Update monorepo to 2.8.5. (#4571).

- TypeScript
Published by mattsoulanille about 5 years ago

https://github.com/tensorflow/tfjs -

Core (2.8.3 ==> 2.8.4)

Features

• implement step for wasm (#4504). ### Misc
• Update monorepo to 2.8.4. (#4533).
• webgpu: Fix compile error when using fused conv2d (#4521). Thanks, @qjia7.
• Update FromPixelsImageBitmap Pipeline Cache Strategy (#4499). Thanks, @shaoboyan.
• Avoid building tfjs-core twice in CI (#4518).

Data (2.8.3 ==> 2.8.4)

Misc

• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).

Layers (2.8.3 ==> 2.8.4)

Development

• Update layers browserstack configurations. (#4506). ### Misc
• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).

Converter (2.8.3 ==> 2.8.4)

Misc

• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).
• Add safeguard to initializer field. (#4513).

Node (2.8.3 ==> 2.8.4)

Misc

• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).

Wasm (2.8.3 ==> 2.8.4)

Features

• implement step for wasm (#4504). ### Misc
• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).
• bug fix (#4528). Thanks, @jinjingforever.

Cpu (2.8.3 ==> 2.8.4)

Misc

• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).

Webgl (2.8.3 ==> 2.8.4)

Misc

• Update lockfiles branch tfjs2.8.4lockfiles lock files. (#4535).
• Update monorepo to 2.8.4. (#4533).

- TypeScript
Published by mattsoulanille about 5 years ago

https://github.com/tensorflow/tfjs -

Core (2.8.2 ==> 2.8.3)

Bug fixes

• enable createImageBitmap test only for chrome (#4496).
• [webgl] Fixed split issue with negative axis. (#4478). Thanks, @BruceDai.
• make sure webgl cpu impls download the tensors before reading its values (#4488).
• initialize/set backend in runKernelFunc (#4485). ### Misc
• Update monorepo to 2.8.3. (#4503).
• Use CopyImageBitmapToTexture for webgpu backend (#4374). Thanks, @shaoboyan.
• Bump http-proxy from 1.18.0 to 1.18.1 in /tfjs-core (#4462). Thanks, @dependabot[bot].

Data (2.8.2 ==> 2.8.3)

Misc

• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).

Layers (2.8.2 ==> 2.8.3)

Development

• make RNNCell more compatible with ts 4.0 (#4487). ### Misc
• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).

Converter (2.8.2 ==> 2.8.3)

Misc

• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).

Node (2.8.2 ==> 2.8.3)

Misc

• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).

Wasm (2.8.2 ==> 2.8.3)

Bug fixes

• [webgl] Fixed split issue with negative axis. (#4478). Thanks, @BruceDai. ### Misc
• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).
• [wasm] Implement the Round kernel (#4486).

Cpu (2.8.2 ==> 2.8.3)

Misc

• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).

Webgl (2.8.2 ==> 2.8.3)

Bug fixes

• [webgl] Fixed split issue with negative axis. (#4478). Thanks, @BruceDai.
• make sure webgl cpu impls download the tensors before reading its values (#4488). ### Misc
• Update lockfiles branch tfjs2.8.3lockfiles lock files. (#4505).
• Update monorepo to 2.8.3. (#4503).
• Use CopyImageBitmapToTexture for webgpu backend (#4374). Thanks, @shaoboyan.

- TypeScript
Published by lina128 about 5 years ago

https://github.com/tensorflow/tfjs - tfjs v3.0.0-rc.0

This is a release candidate for TensorFlow.js 3.0. It is available on NPM as well as CDNs that sync from NPM. Since it is a release candidate you will need to opt into it by explicitly putting tfjs-3.0.0-rc.0 into your package.json or script tags.

Breaking changes

This release contains a number of breaking changes, details of which are listed below, but at a high level these are some of the major changes in this release:

• We have removed the previously deprecated '*Strict' variants of ops. e.g. divStrict and mulStrict.
• If you are using tfjs-core directly (and not a higher level package like tfjs or tfjs-layers): gradients are no longer available without an explicit import, and the chaining api on tensors is now opt-in (requires an explicit import)

Read our guide to upgrading to 3.0 here. 🔗

Notable additions:

• We now ship flat esm 'bundles'. E.g. https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@3.0.0-rc.0/dist/tf.fesm.min.js, this gives you many of the benefits of ES modules but can be loaded in one request in a browser.

• We are introducing a workflow for shipping smaller bundles to browsers. Changes in TensorFlow.js 3.0 enable improved tree-shaking, and we are also introducing a CLI tool to create custom TensorFlow.js modules to feed into your bundling process. Read more about this feature here. 🔗

Feedback

We are interested in hearing your feedback on this release and the new tooling as we work towards a final release. So we welcome you filing issues on GitHub with your feedback, if you do please mark that you are using this pre-release (3.0.0-rc.0)

Core (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev. ### Breaking changes
• remove ops from backend interface 3.x_dev.
• remove auto registration of gradients in core 3.x_dev.
• remove default registration of chaining api 3.x_dev.
• remove strict variants of ops 3.x_dev.

Data (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev.

Layers (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev. ### Breaking changes

Converter (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev.

Wasm (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev.

Cpu (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev.

Webgl (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev.

tfjs / Union (2.8.2 ==> 3.0.0-rc.0)

Features

• add fesm browser builds to packages 3.x_dev. ### Breaking changes
• remove strict variants of ops 3.x_dev.

- TypeScript
Published by tafsiri about 5 years ago

https://github.com/tensorflow/tfjs -

Core (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• core: Disable checkComputationForErrors for webgpu backend. (#4303). Thanks, @qjia7.
• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add modelInitializer loading and saving for all io methods. (#4332).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [core] Remove fromPixelsAsync (#4211).
• Allow user to provide metadata and store in model.json (#4187).
• Add string support to slice. (#4172).
• WebGPU: Add fromPixelsAsync for tfjs webgpu (#4139). Thanks, @shaoboyan.
• add kernelNames getter to profile object (#4144).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• [webgl] Add default arguments to CropAndResize. (#4407).
• fix typo (#4202). Thanks, @WenheLI.
• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• add e2e custom bundle test for universal sentence encoder (#4382).
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• Extend jasmine timeout for slow test. (#4387).
• Modularize Mean (#4377).
• switch from runKernelFunc to runKernel (part 7) (#4372).
• switch from runKernelFunc to runKernel (part 6) (#4371).
• switch from runKernelFunc to runKernel (part 5) (#4370).
• switch from runKernelFunc to runKernel (part 4) (#4369).
• switch runKernelFunc to runKernel (part 3) (#4368).
• use runKernel instead of runKernelFunc (part 2) (#4367).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize node.js backend kernels (#4143). ### Documentation
• fix typo (#4202). Thanks, @WenheLI.
• Improve nested array creation example for tensor5d (#4292). Thanks, @joemullenix-ks.
• Add documentation for non max suppression (#4315). Thanks, @GantMan. ### Misc
• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Data (2.7.0 ==> 2.8.2)

Development

• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).

Layers (2.7.0 ==> 2.8.2)

Features

• added support bilinear interpolation for upsample2d layer (#4388). ### Bug fixes
• added support bilinear interpolation for upsample2d layer (#4388). ### Development
• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Merge branch 'master' of github.com:tensorflow/tfjs
• update
• Upgrade karma-browserstack-launcher to 1.6.0 (#4297).

Converter (2.7.0 ==> 2.8.2)

Features

• Add bincount and denseBincount op. (#4348).
• Add EmptyTensorList op. (#4341).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• Fix signature field (#4436).
• Quantization fix (#4285). Thanks, @patlevin.
• ensure the intitializer object contains the node field (#4301).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• clean up relu6 and clipByValue ops (#4254).
• added support for batch_dims param on GatherV2 op (#4233).
• fix the Reverse op mismatch with python (#4244).
• Remove return statement from optimize_graph (#4188). Thanks, @dhruvin2910.
• allow TFHUB saved_models with no tags converted properly (#4141). ### Development
• Modularize binary ops. (#4181).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Documentation
• update the supported ops doc and script (#4273). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• conv2d ops with explicit padding support (#4255).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• TFJS converter: Nit: code cleanup (#4207). Thanks, @wangtz.
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Node (2.7.0 ==> 2.8.2)

Features

• Add bincount and denseBincount op. (#4348).
• Support int64 output tensor type for node (#4357).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• make sure node 14.x are supported on win32 (#4294).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• [node] modularize identity (#4366).
• [webgl] modularize unpack/unstack (#4331).
• Stack (#4291).
• Modularize expandDims kernel. (#4277).
• modularize complex kernels in node (#4220).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• Modularize binary ops. (#4181).
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize conv2d, depthwiseConv2d (#4170).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• modularize node kernels (#4154).
• Modularize node.js backend kernels (#4143). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Wasm (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• [wasm] Add mean kernel. (#4379).
• Add Leakyrelu support to fused ops. (#4322).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Add Prod kernel to WASM backend. (#4138). Thanks, @miaowzhang. ### Bug fixes
• [wasm] Fix minification issue. (#4392).
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Add halfPixelCenters to resizeBilinear. (#4323).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize expandDims kernel. (#4277).
• modularize fusedBatchMatMul, neg, ... (#4196). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Add topk support for the WASM backend (#4264). Thanks, @jinjingforever.
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Implement the Floor kernel in tfjs-backend-wasm (#4198).

Cpu (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• Add bincount and denseBincount op. (#4348).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• [webgl] Add default arguments to CropAndResize. (#4407).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• Modularize Mean (#4377).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Modularize scatter kernels. (#4286).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize 4 more kernels. (#4287).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize resize kernels. (#4274).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize pool kernels. (#4267).
• Modularize 8 more kernels. (#4265).
• Modularize 10 more kernels. (#4247).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181).
• Modularize Reverse. (#4164).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize Sum and Softmax. (#4148).
• Modularize OneHot. (#4142). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Webgl (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add Leakyrelu support to fused ops. (#4322).
• [webgl] Modularize argMin, argMax, reverse, stridedSlice. (#4328).
• [webgl] Modularize conv kernels. (#4252).
• [webgl] Modularize remaining pool kernels. (#4249).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [webgl] Modularize slice. (#4180).
• [webgl] Modularize Tile. (#4179).
• Add string support to slice. (#4172).
• [webgl] Modularize Conv2D and FusedConv2D. (#4162).
• [webgl] Modularize batchMatMul, sum. (#4140). ### Bug fixes
• [webgl] fix cpu forwarding path for prod (#4346).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233).
• [webgl] Slice fix. (#4204). ### Development
• make attrs argument in runKernel optional (#4365).
• Temporarily remove android from webgl tests (#4345).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• [webgl] modularize maximum, minimum, min, any, all, prod
• [webgl] modularize exp, linSpace, multinomial, softmax (#4305).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• [webgl] modularize resize* and other kernels (#4299).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• [WebGL] modularize binary kernels (#4261).
• [webgl] Modularize oneHot and cropAndResize (#4243).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.2lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Run a single browser per Karma server (#4389).
• [webgl] Modularize sqrt (#4356).
• [webgl] Implement more unary kernels: (#4344).
• [webgl] Modularize the following kernels: (#4306).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [webgl] Modularize several unary kernels (#4260).
• [WebGL] Modularize Sign and Floor (#4231).

- TypeScript
Published by lina128 about 5 years ago

https://github.com/tensorflow/tfjs -

Core (2.8.0 ==> 2.8.1)

Bug fixes

• [webgl] Add default arguments to CropAndResize. (#4407). ### Development
• add e2e custom bundle test for universal sentence encoder (#4382).
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381). ### Misc
• Update monorepo to 2.8.1. (#4426).
• Remove browserstack android tests (#4423).
• Don't rebuild core when running test-snippets in CI (#4399).

Data (2.8.0 ==> 2.8.1)

Misc

• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).
• Don't rebuild core when running test-snippets in CI (#4399).

Layers (2.8.0 ==> 2.8.1)

Misc

• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).
• Don't rebuild core when running test-snippets in CI (#4399).

Converter (2.8.0 ==> 2.8.1)

Misc

• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).
• Don't rebuild core when running test-snippets in CI (#4399).

Node (2.8.0 ==> 2.8.1)

Development

• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381). ### Misc
• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).

Wasm (2.8.0 ==> 2.8.1)

Bug fixes

• [wasm] Fix minification issue. (#4392). ### Development
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381). ### Misc
• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).
• Remove browserstack android tests (#4423).

Cpu (2.8.0 ==> 2.8.1)

Bug fixes

• [webgl] Add default arguments to CropAndResize. (#4407). ### Misc
• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).

Webgl (2.8.0 ==> 2.8.1)

Misc

• Update lockfiles branch tfjs2.8.1lockfiles lock files. (#4428).
• Update monorepo to 2.8.1. (#4426).
• Remove browserstack android tests (#4423).

- TypeScript
Published by mattsoulanille about 5 years ago

https://github.com/tensorflow/tfjs -

DEPRECATED

This release has been deprecated due to regressions in tf.image.cropAndResize. More details are available in issue #4418.

Core (2.7.0 ==> 2.8.0)

Features

• core: Disable checkComputationForErrors for webgpu backend. (#4303). Thanks, @qjia7.
• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add modelInitializer loading and saving for all io methods. (#4332).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [core] Remove fromPixelsAsync (#4211).
• Allow user to provide metadata and store in model.json (#4187).
• Add string support to slice. (#4172).
• WebGPU: Add fromPixelsAsync for tfjs webgpu (#4139). Thanks, @shaoboyan.
• add kernelNames getter to profile object (#4144).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• fix typo (#4202). Thanks, @WenheLI.
• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• Extend jasmine timeout for slow test. (#4387).
• Modularize Mean (#4377).
• switch from runKernelFunc to runKernel (part 7) (#4372).
• switch from runKernelFunc to runKernel (part 6) (#4371).
• switch from runKernelFunc to runKernel (part 5) (#4370).
• switch from runKernelFunc to runKernel (part 4) (#4369).
• switch runKernelFunc to runKernel (part 3) (#4368).
• use runKernel instead of runKernelFunc (part 2) (#4367).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize node.js backend kernels (#4143). ### Documentation
• fix typo (#4202). Thanks, @WenheLI.
• Improve nested array creation example for tensor5d (#4292). Thanks, @joemullenix-ks.
• Add documentation for non max suppression (#4315). Thanks, @GantMan. ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Data (2.7.0 ==> 2.8.0)

Development

• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).

Layers (2.7.0 ==> 2.8.0)

Features

• added support bilinear interpolation for upsample2d layer (#4388). ### Bug fixes
• added support bilinear interpolation for upsample2d layer (#4388). ### Development
• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Merge branch 'master' of github.com:tensorflow/tfjs
• update
• Upgrade karma-browserstack-launcher to 1.6.0 (#4297).

Converter (2.7.0 ==> 2.8.0)

Features

• Add bincount and denseBincount op. (#4348).
• Add EmptyTensorList op. (#4341).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• Quantization fix (#4285). Thanks, @patlevin.
• ensure the intitializer object contains the node field (#4301).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• clean up relu6 and clipByValue ops (#4254).
• added support for batch_dims param on GatherV2 op (#4233).
• fix the Reverse op mismatch with python (#4244).
• Remove return statement from optimize_graph (#4188). Thanks, @dhruvin2910.
• allow TFHUB saved_models with no tags converted properly (#4141). ### Development
• Modularize binary ops. (#4181).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Documentation
• update the supported ops doc and script (#4273). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• conv2d ops with explicit padding support (#4255).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• TFJS converter: Nit: code cleanup (#4207). Thanks, @wangtz.
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Node (2.7.0 ==> 2.8.0)

Features

• Add bincount and denseBincount op. (#4348).
• Support int64 output tensor type for node (#4357).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• make sure node 14.x are supported on win32 (#4294).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• [node] modularize identity (#4366).
• [webgl] modularize unpack/unstack (#4331).
• Stack (#4291).
• Modularize expandDims kernel. (#4277).
• modularize complex kernels in node (#4220).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• Modularize binary ops. (#4181).
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize conv2d, depthwiseConv2d (#4170).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• modularize node kernels (#4154).
• Modularize node.js backend kernels (#4143). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Wasm (2.7.0 ==> 2.8.0)

Features

• [wasm] Add mean kernel. (#4379).
• Add Leakyrelu support to fused ops. (#4322).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Add Prod kernel to WASM backend. (#4138). Thanks, @miaowzhang. ### Bug fixes
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Add halfPixelCenters to resizeBilinear. (#4323).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize expandDims kernel. (#4277).
• modularize fusedBatchMatMul, neg, ... (#4196). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Add topk support for the WASM backend (#4264). Thanks, @jinjingforever.
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Implement the Floor kernel in tfjs-backend-wasm (#4198).

Cpu (2.7.0 ==> 2.8.0)

Features

• Add bincount and denseBincount op. (#4348).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147). ### Bug fixes
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233). ### Development
• Modularize Mean (#4377).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Modularize scatter kernels. (#4286).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize 4 more kernels. (#4287).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize resize kernels. (#4274).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize pool kernels. (#4267).
• Modularize 8 more kernels. (#4265).
• Modularize 10 more kernels. (#4247).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181).
• Modularize Reverse. (#4164).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize Sum and Softmax. (#4148).
• Modularize OneHot. (#4142). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Webgl (2.7.0 ==> 2.8.0)

Features

• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add Leakyrelu support to fused ops. (#4322).
• [webgl] Modularize argMin, argMax, reverse, stridedSlice. (#4328).
• [webgl] Modularize conv kernels. (#4252).
• [webgl] Modularize remaining pool kernels. (#4249).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [webgl] Modularize slice. (#4180).
• [webgl] Modularize Tile. (#4179).
• Add string support to slice. (#4172).
• [webgl] Modularize Conv2D and FusedConv2D. (#4162).
• [webgl] Modularize batchMatMul, sum. (#4140). ### Bug fixes
• [webgl] fix cpu forwarding path for prod (#4346).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233).
• [webgl] Slice fix. (#4204). ### Development
• make attrs argument in runKernel optional (#4365).
• Temporarily remove android from webgl tests (#4345).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• [webgl] modularize maximum, minimum, min, any, all, prod
• [webgl] modularize exp, linSpace, multinomial, softmax (#4305).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• [webgl] modularize resize* and other kernels (#4299).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• [WebGL] modularize binary kernels (#4261).
• [webgl] Modularize oneHot and cropAndResize (#4243).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181). ### Misc
• Update lockfiles branch tfjs2.8.0lockfiles lock files. (#4404).
• Update monorepo to 2.8.0. (#4393).
• Run a single browser per Karma server (#4389).
• [webgl] Modularize sqrt (#4356).
• [webgl] Implement more unary kernels: (#4344).
• [webgl] Modularize the following kernels: (#4306).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [webgl] Modularize several unary kernels (#4260).
• [WebGL] Modularize Sign and Floor (#4231).

- TypeScript
Published by mattsoulanille about 5 years ago