Tfjs Versions Save

A WebGL accelerated JavaScript library for training and deploying ML models.

tfjs-v4.3.0

1 year ago

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.

tfjs-v4.2.0

1 year ago

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.<random | glorot | he | leCunn>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 tfjs_4.2.0_lockfiles 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 saved_model_cli to saved_model_utils (#7039). Thanks, @BlaziusMaximus.

Node (4.1.0 ==> 4.2.0)

Bug fixes

Fix avgPool3d (#7133). Thanks, @Linchenn.

Misc

Update lockfiles branch tfjs_4.2.0_lockfiles 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 tfjs_4.2.0_lockfiles 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 tfjs_4.2.0_lockfiles 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.

tfjs-v4.1.0

1 year ago

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 ENGINE_COMPILE_ONLY (#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 tfjs_4.1.0_lockfiles 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 tfjs_4.1.0_lockfiles lock files. (#7068).
Update monorepo to 4.1.0. (#7058).

Wasm (4.0.0 ==> 4.1.0)

Misc

Update lockfiles branch tfjs_4.1.0_lockfiles 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 tfjs_4.1.0_lockfiles 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 ENGINE_COMPILE_ONLY (#7019). Thanks, @Linchenn.
Turn on the noImplicitOverride tsconfig option (#7009).
Cleanup and standardize package.json scripts of Bazel packages (#7005).

tfjs-v4.0.0

1 year ago

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] (#6923). 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 tfjs_4.0.0_lockfiles 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 tfjs_4.0.0_lockfiles 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 tfjs_4.0.0_lockfiles 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 tfjs_4.0.0_lockfiles 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).

tfjs-v3.21.0

1 year ago

Core (3.20.0 ==> 3.21.0)

Bug fixes

: #6687 [Customize setTimeout] (#6694). 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 tfjs_3.21.0_lockfiles 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 kernels_to_ops 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 tfjs_3.21.0_lockfiles 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 tfjs_3.21.0_lockfiles 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] (#6694). Thanks, @gyagp.
Fix TFJS TF dissrepancy in concat errors (#6824).

Misc

Update lockfiles branch tfjs_3.21.0_lockfiles 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.

tfjs-tflite-v0.0.1-alpha.9

1 year ago

Bumped the underlying tflite version to newest (2.10.0)

tfjs-v3.20.0

1 year ago

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 WEBGPU_IMPORT_EXTERNAL_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 use_structured_outputs 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 tfjs_3.20.0_lockfiles 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

tfjs-v3.19.0

1 year ago

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 (#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 tfjs_3.19.0_lockfiles 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).

tfjs-v3.18.0

2 years ago

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

2 years ago

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 [email protected] [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.