tfjs-v3.19.0

Core (3.18.0 ==> 3.19.0)

Performance

• Enable WebGL's conv2dWithIm2Row to process multiple batches (#6442). Thanks, @Linchenn.

Misc

• Update lockfiles branch tfjs_3.19.0_lockfiles 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 '--bazel_patch_module_resolver' to 'tfjs-converter_test' (#6593).

Misc

• Update lockfiles branch tfjs_3.19.0_lockfiles 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 tfjs_3.19.0_lockfiles 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 tfjs_3.19.0_lockfiles 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 ([#6...

tfjs-v3.18.0

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 tfjs_3.18.0_lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Layers (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs_3.18.0_lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Converter (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs_3.18.0_lockfiles 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 tfjs_3.18.0_lockfiles lock files. (#6434).
• Update monorepo to 3.18.0. (#6433).

Wasm (3.17.0 ==> 3.18.0)

Misc

• Update lockfiles branch tfjs_3.18.0_lockfiles 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 tfjs_3.18.0_lockfiles 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 tfjs_3.18.0_lockfiles 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.

tfjs-v3.17.0

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] (#6293). 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 tfjs_3.17.0_lockfiles 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] (#6327). Thanks, @Linchenn.

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles 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 tfjs_3.17.0_lockfiles 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 tfjs_3.17.0_lockfiles 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 tfjs_3.17.0_lockfiles 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 tfjs_3.17.0_lockfiles 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 tfjs_3.17.0_lockfiles 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.

tfjs-v3.16.0

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] (#6264). Thanks, @qjia7.

Misc

• Update lockfiles branch tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles 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 tfjs_3.16.0_lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).

Webgl (3.15.0 ==> 3.16.0)

Misc

• Update lockfiles branch tfjs_3.16.0_lockfiles lock files. (#6337).
• Update monorepo to 3.16.0. (#6330).
• Security fixes (#6268).
• Webgpu gather zero (#6166). Thanks, @haoyunfeix.

tfjs-v3.15.0

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 tfjs_3.15.0_lockfiles lock files. (#6260).
• Update monorepo to 3.15.0. (#6257).
• [tfjs-data] Use '!IS_BROWSER' instead of 'IS_NODE' 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 tfjs_3.15.0_lockfiles 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 tfjs_3.15.0_lockfiles 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 tfjs_3.15.0_lockfiles 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 tfjs_3.15.0_lockfiles 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 tfjs_3.15.0_lockfiles 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 tfjs_3.15.0_lockfiles 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].

tfjs-v3.14.0

Core (3.13.0 ==> 3.14.0)

Features

• Handle IS_BROWSER and IS_NODE both being true (#6031). Thanks, @austintoot40.

Bug fixes

• Add 'leave_as_require' 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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 tfjs_3.14.0_lockfiles 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].

tfjs-v3.13.0

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 tfjs_3.13.0_lockfiles 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 tfjs_3.13.0_lockfiles 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 tfjs_3.13.0_lockfiles 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 tfjs_3.13.0_lockfiles lock files. (#6032).
• Update monorepo to 3.13.0. (#6003).

Wasm (3.12.0 ==> 3.13.0)

Misc

• Update lockfiles branch tfjs_3.13.0_lockfiles 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 tfjs_3.13.0_lockfiles 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 tfjs_3.13.0_lockfiles 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).

tfjs-v3.12.0

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 tfjs_3.12.0_lockfiles 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 tfjs_3.12.0_lockfiles 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 tfjs_3.12.0_lockfiles 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 _convert_tf_saved_model (#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 tfjs_3.12.0_lockfiles 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 tfjs_3.12.0_lockfiles 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 tfjs_3.12.0_lockfiles 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] (#5835). 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 tfjs_3.12.0_lockfiles 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

tfjs-tflite-v0.0.1-alpha.8

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.

tfjs-react-native-v0.8.0

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)..