tfjs-backend-webgpu-v0.0.1-alpha.7

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

Features

• expose CPU_HANDOFF_SIZE_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 CPU_HANDOFF_SIZE_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.

tfjs-v3.7.0

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 tfjs_3.7.0_lockfiles 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 tfjs_3.7.0_lockfiles 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 tfjs_3.7.0_lockfiles 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 tfjs_3.7.0_lockfiles 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 tfjs_3.7.0_lockfiles 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 tfjs_3.7.0_lockfiles 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 CPU_HANDOFF_SIZE_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]...

tfjs-v3.6.0

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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles 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 tfjs_3.6.0_lockfiles lock files. (#5010).
• Update monorepo to 3.6.0. (#5009).
• Generate code coverage reports for packages (#4946).

tfjs-vis-v1.5.1

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).

tfjs-v3.5.0

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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles 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 tfjs_3.5.0_lockfiles lock files. (#4970).
• Update monorepo to 3.5.0. (#4968).
• Allow Concat to run on CPU for small tensors (#4940). Thanks, @ardoerlemans.

tfjs-v3.4.0

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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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 tfjs_3.4.0_lockfiles 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).

tfjs-v3.3.0

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 tfjs_3.3.0_lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).

Layers (3.2.0 ==> 3.3.0)

Misc

• Update lockfiles branch tfjs_3.3.0_lockfiles 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 tfjs_3.3.0_lockfiles 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 tfjs_3.3.0_lockfiles 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 tfjs_3.3.0_lockfiles 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 tfjs_3.3.0_lockfiles 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 tfjs_3.3.0_lockfiles lock files. (#4797).
• Update monorepo to 3.3.0. (#4795).
• fixed pad unpacked shader failure (#4783).
• Add fromPixelAsync in tfjs-core (#4375). Thanks, @shaoboyan.

tfjs-v3.2.0

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 tfjs_3.2.0_lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Layers (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs_3.2.0_lockfiles 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 tfjs_3.2.0_lockfiles 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 tfjs_3.2.0_lockfiles 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 tfjs_3.2.0_lockfiles 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 tfjs_3.2.0_lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).

Webgl (3.1.0 ==> 3.2.0)

Misc

• Update lockfiles branch tfjs_3.2.0_lockfiles lock files. (#4742).
• Update monorepo to 3.2.0. (#4740).
• add WEBGL_FLUSH_THRESHOLD flag (#4737).
• Run browserstack tests with an allowance for flakiness (#4691).

tfjs-v2.8.6

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 tfjs_2.8.6_lockfiles 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 tfjs_2.8.6_lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Converter (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs_2.8.6_lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Node (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs_2.8.6_lockfiles 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 tfjs_2.8.6_lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

Cpu (2.8.5 ==> 2.8.6)

Misc

• Update lockfiles branch tfjs_2.8.6_lockfiles 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 tfjs_2.8.6_lockfiles lock files. (#4708).
• Update monorepo to 2.8.6. (#4705).

tfjs-v3.1.0

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 tfjs_3.1.0_lockfiles 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 tfjs_3.1.0_lockfiles lock files. (#4692).
• Update monorepo to 3.1.0. (#4689).

Converter (3.0.0 ==> 3.1.0)

Misc

• Update lockfiles branch tfjs_3.1.0_lockfiles 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 tfjs_3.1.0_lockfiles 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 tfjs_3.1.0_lockfiles 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 tfjs_3.1.0_lockfiles 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 tfjs_3.1.0_lockfiles 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).