tfjs-react-native 0.5.0

tfjs-react-native (0.4.0 ==> 0.5.0)

Features

• Support loading sharded models with bundleResourceIO (#4113).

Misc

• Update tfjs-react-native to 0.5.0. (#4145).

tfjs-react-native 0.4.0

tfjs-react-native (0.3.0 ==> 0.4.0)

Bug fixes

• Update tfjs version for tfjs-react-native (#4045).
  • Fixes #3885 'func is not a function error' that occurs with version of tfjs >= 2.1.0

Misc

• Update tfjs-react-native to 0.4.0. (#4048).

tfjs-v2.6.0

Core (2.5.0 ==> 2.6.0)

Misc

• Update monorepo to 2.6.0. (#4038).
• Add Unique op (#4007). Thanks, @jinjingforever.
• [converter] Add table initializer to graph execution. (#3975).

Data (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).

Layers (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).

Converter (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).
• Add Unique op (#4007). Thanks, @jinjingforever.
• [converter] Add table initializer to graph execution. (#3975).

Node (2.5.0 ==> 2.6.0)

Bug fixes

• Avoid keeping pointer to temporary strings (#4016). Thanks, @estyrke.

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).
• Add Unique op (#4007). Thanks, @jinjingforever.

Wasm (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).

Cpu (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).
• Fix webgl CPU forwarding for ops that have been modularized in cpu backend (#3995). Thanks, @jinjingforever.
• Add Unique op (#4007). Thanks, @jinjingforever.

Webgl (2.5.0 ==> 2.6.0)

Misc

• Update release branch tfjs_2.6.0 lock files.
• Update monorepo to 2.6.0. (#4038).
• Fix webgl CPU forwarding for ops that have been modularized in cpu backend (#3995). Thanks, @jinjingforever.
• Add Unique op (#4007). Thanks, @jinjingforever.

tfjs-v2.5.0

Please disable CPU forwarding if you are using WebGL backend. There is a bug related to CPU forwarding in the 2.5.0 release.

tf.env().set('WEBGPU_CPU_FORWARD', false);

Core (2.4.0 ==> 2.5.0)

Features

• support uint8 input for saved model execution (#3974).
• [webgl] Modularize reshape, add refCounter. (#3910).

Bug fixes

• fix Promise type backend init in Angular (#3993). Thanks, @deel77.

Documentation

• Improve error message for missing kernels (#3916).

Security

• update node fetch version (#3971).

Misc

• Update monorepo to 2.5.0. (#4027).
• Increase timeout. (#3976).
• Add retry to karma. (#3954).
• [cpu] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3868).

Data (2.4.0 ==> 2.5.0)

Bug fixes

• Fix build-npm script (#3934). Thanks, @haoyunfeix.

Security

• update node fetch version (#3971).

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).

Layers (2.4.0 ==> 2.5.0)

Features

• Subject: Add swish activation function support (#3879) (#1804). Thanks, @Triforcey.
• Subject: Add swish activation function support (#3879) (#1804). Thanks, @Triforcey.

Bug fixes

• Fix build-npm script (#3934). Thanks, @haoyunfeix.

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• [Refactoring] Clean up recurrent cells and layers getConfig (#3880). Thanks, @dikatok.
• fix lint errors (#3955).
• [cpu] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3868).

Converter (2.4.0 ==> 2.5.0)

Features

• update the tf deps and moved PyInquirer to extra_requires (#3965).

Bug fixes

• fix numpy version mismatch (#4021).
• Fix build-npm script (#3934). Thanks, @haoyunfeix.
• fix output tensor get disposed if output name contains index (#3920).

Security

• update node fetch version (#3971).

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• [converter]Support table initializer in converter. (#3958).
• Semver-based upper constraints for dependencies (#4017). Thanks, @chongkong.
• relex tfhub dep (#3992).

Node (2.4.0 ==> 2.5.0)

Features

• support int64 dtype for saved model execution (#4008).
• support uint8 input for saved model execution (#3974).

Bug fixes

• support int64 dtype for saved model execution (#4008).
• Fix build-npm script (#3934). Thanks, @haoyunfeix.

Security

• update node fetch version (#3971).

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• [tfjs-node]Support cnpm registry (#3832). Thanks, @SirM2z.

Wasm (2.4.0 ==> 2.5.0)

Bug fixes

• [wasm] Pin rules_cc version. (#4012).

Documentation

• Fixed typo in backend_wasm.ts (#4006). Thanks, @pabloegpf1.
• [wasm] Fix documentation of setWasmPaths. (#3935).
• update docs for wasm webpack setup (#3936).

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• Add retry to karma. (#3954).
• [cpu] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3868).

Cpu (2.4.0 ==> 2.5.0)

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• Modularize MaxPool, MaxPoolBackprop, AvgPool, AvgPoolBackprop cpu kernels. (#3973). Thanks, @jinjingforever.
• Modularize BatchNorm in cpu and webgl backend (#3960). Thanks, @jinjingforever.
• Modularize the remaining unary ops in cpu backend (#3946). Thanks, @jinjingforever.
• [cpu] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3868).
• [cpu] Modularize NotEqual. (#3919).

Webgl (2.4.0 ==> 2.5.0)

Features

• Check for null returned from canvas.getContext (#3970). Thanks, @jameshfisher.
• Log error caught when creating WebGL context (#3969). Thanks, @jameshfisher.
• [webgl] Modularize reshape, add refCounter. (#3910).

Misc

• Update release branch tfjs_2.5.0 lock files.
• Update monorepo to 2.5.0. (#4027).
• [webgl] Modularize MaxPool, MaxPoolBackprop, AvgPool, AvgPoolBackprop webgl kernels (#3984). Thanks, @jinjingforever.
• Modularize BatchNorm in cpu and webgl backend (#3960). Thanks, @jinjingforever.
• Increase timeout. (#3963).
• Add retry to karma. (#3954).
• Modularize more ops in webgl backend (#3932). Thanks, @jinjingforever.
• [cpu] Modularize cast, complex, concat, add, sub, multiply, notEqual, slice, fft, ifft. (#3868).
• Modularize "Cos" for webgl backend. (#3921). Thanks, @jinjingforever

tfjs-v2.4.0

Core (2.3.0 ==> 2.4.0)

Features

• Speed up toPixels. (#3813).
• add weightUrlTranslationFunc to loadOptions (#3797).

Bug fixes

• make tensor instanceof more robust (#3906).
• make flags dependency in io namespace explicit (#3848).
• add clipByValue int32 test and fix the node impl (#3822).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Misc

• Distinguish ops from kernels in tf.profile (#3897).

Data (2.3.0 ==> 2.4.0)

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Layers (2.3.0 ==> 2.4.0)

Features

• Support for ConvLSTM2D (#3702). Thanks, @dikatok.

Bug fixes

• add functional model to support changes from TF 2.3 (#3863).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Converter (2.3.0 ==> 2.4.0)

Bug fixes

• fix tensorarray disposing weight tensors (#3847).
• remove code that specifying the detail of strip_unused_nodes (#3836).
• Update keras_h5_conversion_test.py (#3794). Thanks, @rthadur.

Development

• remove chain api use from converter (#3824).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Misc

• fix converter node build (#3878).

Node (2.3.0 ==> 2.4.0)

Bug fixes

• add clipByValue int32 test and fix the node impl (#3822).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Wasm (2.3.0 ==> 2.4.0)

Features

• [wasm] Add StridedSlice kernel. (#3904).
• [wasm] Add depthToSpace kernel. (#3877).
• [WASM] add squaredDifference operator (#3784). Thanks, @alvinsunyixiao.
• [WASM] Add cumsum (#3782). Thanks, @alvinsunyixiao.

Bug fixes

• [wasm] Exclude node from the threaded version. (#3829).
• add clipByValue int32 test and fix the node impl (#3822).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

Misc

• [wasm] Add more device testing (#3851).

Cpu (2.3.0 ==> 2.4.0)

Bug fixes

• add clipByValue int32 test and fix the node impl (#3822).

Misc

• Add Cos to kernel registry (cpu backend) (#3907).
• [cpu]Use flat array instead of nested array in dilation2d kernel (#3860).
• Modularize identity kernel. (#3859).
• Implement cpu refCounter, Modularize kernels Reshape and SpaceToBatchND (#3659).

Webgl (2.3.0 ==> 2.4.0)

Features

• Speed up toPixels. (#3813).

Bug fixes

• Fix memleak in modularized reduce. (#3872).

Documentation

• Fixes JSDoc display in IDEs (#3780). Thanks, @archie-swif.

tfjs-v2.3.0

Core (2.2.0 ==> 2.3.0)

Bug fixes

• move setOpHandler to side_effects (#3800).

Misc

• Update monorepo to 2.3.0. (#3802).

Data (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Layers (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Converter (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Node (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Wasm (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Cpu (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

Webgl (2.2.0 ==> 2.3.0)

Misc

• Update release branch tfjs_2.3.0 lock files.
• Update monorepo to 2.3.0. (#3802).

tfjs-v2.2.0

Core (2.1.0 ==> 2.2.0)

Features

• [core] Add tf.image.flipLeftRight (#3779).
• Add kernel timing information to tf.profile() (#3721). Thanks, @Linchenn.

Bug fixes

• [core] Account for optional inputs in profiler.Logger (#3769). Thanks, @Linchenn.
• Fix the tests of tf.profile (#3761). Thanks, @Linchenn.

Development

• Remove chained ops usage from core (#3706).
• custom bundle tool (#3692).

Documentation

• fix error message (#3760). Thanks, @spazmodius.

Misc

• Update monorepo to 2.2.0. (#3796).

Data (2.1.0 ==> 2.2.0)

Misc

• Update monorepo to 2.2.0. (#3796).

Layers (2.1.0 ==> 2.2.0)

Misc

• Update monorepo to 2.2.0. (#3796).

Converter (2.1.0 ==> 2.2.0)

Features

• Add experiments flag to converter (#3748).

Bug fixes

• ensure clone is done only for not kept tensors (#3742).

Development

• Add TF-Op to tfjs-op mapper to converter (#3726).

Misc

• Update monorepo to 2.2.0. (#3796).

Node (2.1.0 ==> 2.2.0)

Features

• [core] Add tf.image.flipLeftRight (#3779).

Misc

• Update monorepo to 2.2.0. (#3796).

Wasm (2.1.0 ==> 2.2.0)

Features

• [core] Add tf.image.flipLeftRight (#3779).
• [wasm] Make setWasmPaths require an entry for each WASM binary. (#3749).
• [wasm] Add support for pthreads. (#3627).

Bug fixes

• [wasm] Fix logic for getting path to WASM binary. (#3764).

Development

• Organize the benchmark toolkit (#3793). Thanks, @Linchenn.
• Add wasm backend to custom build tool (#3750).
• [wasm] Fix worker module generation script. (#3743).

Misc

• Update monorepo to 2.2.0. (#3796).

tfjs-v2.1.0

Core (2.0.1 ==> 2.1.0)

Features

• Decouple logging from profiler.profileKernel (#3606). Thanks, @Linchenn.
• Change image rotation kernel to be counterclockwise. (#3626).
• Modularize spectral ops. (#3608).
• Support async query for tf.profile (#3564). Thanks, @Linchenn.
• Add tf.image.rotateWithOffset op. (#3560).
• add various op fixes for ddsp models (#3539).
• [wasm] Add Reverse kernel. (#3526).
• [core] Remove reshape from tensor / opHandler. (#3514).
• Modularize stack, unstack, reshape, expandDims, squeeze (#3452).
• [wasm] Add Conv2dBackpropInput kernel. (#3472).
• [WASM] Add OneHot op (#3409). Thanks, @pvaneck.
• [WASM] Add equal op (#3456). Thanks, @pvaneck.

Bug fixes

• [core] Account for optional inputs in profileKernel. (#3697).
• [wasm] Pass in fusedDepthwiseConv flag when computing conv_info. (#3676).
• fix import path in kernel_names (#3653).
• fix cumsum and strided slice bugs (#3638).
• add various op fixes for ddsp models (#3539).
• silence warning about overriding gradients (#3572).
• Fix min op test for nightly [Fix min op test for nightly] (#3547).
• Attempt to fix nightly (#3545).

Development

• Modularize fused ops (#3597).
• Modularize remaining unary ops (#3605).
• Modularize softmax/logSoftmax, sparseToDense, TopK, stridedSlice (#3587).
• Modularize tensor ops (#3590).
• Modularize array ops (#3588).
• modularize unary ops (#3586).
• modularize signal ops (#3579).
• Modularize slice ops (#3581).
• Modularise unary ops (#3575).
• silence warning about overriding gradients (#3572).
• Modularize sign, ceil, floor, neg (#3569).
• Modularize scatterNd, unsortedSegmentSum & gather. (#3544).
• Move all the remaining chaining api outside of tensor.ts (#3538).
• Modularize argMax, argMin, min, mean and sum (#3517).
• Modularize any, all, prod, moments and logSumExp (#3505).
• modularize reverse ops (#3502).
• modularize loss ops (#3492).
• remove chaining api from movingAverage op (#3499).
• modularize lstm ops (#3498).
• remove chaining api from norm (#3500).
• Modularize cropAndResize (#3474).
• Modularise logical ops (#3465).
• modularise linalg ops (#3464).
• Modularize nonMaxSuppression ops (#3461).
• Modularise resizeBilinear and resizeNearestNeighbor (#3430).

Documentation

• added docstring for compute and apply gradients (#2926). Thanks, @dhirensr.
• Update License (#3507).
• Update License (#3507).

Misc

• Update monorepo to 2.1.0. (#3730).
• Add NonMaxSuppressionV4. (#3602).
• Remove debug from arg list. (#3530).
• [core] Account for both ellipsisMask and begin / end masks in strided slice. (#3488).
• Implement op dilation2d (#3462).

Data (2.0.1 ==> 2.1.0)

Documentation

• Update License (#3507).
• Update License (#3507).

Misc

• Update monorepo to 2.1.0. (#3730).

Layers (2.0.1 ==> 2.1.0)

Documentation

• tfjs-layers: Fix typo in error message (#2384). Thanks, @kevinrobinson.
• Update License (#3507).
• Update License (#3507).

Misc

• Update monorepo to 2.1.0. (#3730).

Converter (2.0.1 ==> 2.1.0)

Features

• add various op fixes for ddsp models (#3539).
• Improve model summary (#3519).
• added support explicit padding for conv2d ops (#3493).
• Add Support for various TensorList ops (#3432).

Bug fixes

• fix model conversion error due to TF 2.3.0 release difference (#3685).
• fix cumsum and strided slice bugs (#3638).
• add various op fixes for ddsp models (#3539).
• fix functions ops summary (#3506).
• support negative split value (#3482).

Documentation

• Update README.md (#3614). Thanks, @rthadur.
• Update License (#3507).
• Update License (#3507).

Misc

• Update monorepo to 2.1.0. (#3730).
• Add NonMaxSuppressionV4 to converter. (#3616).
• upgrade pylint version for python3 and fix lints (#3556).
• update the python requirements.txt to set version limit properly (#3523).
• Implement op dilation2d (#3462).
• update the model summary tool to check both sub functions (#3481).
• maintain single id tensor for each tensor list and tensor array (#3479).

Node (2.0.1 ==> 2.1.0)

Features

• Add tf.image.rotateWithOffset op. (#3560).

Documentation

• Update License (#3507).
• Update License (#3507).

Misc

• Update monorepo to 2.1.0. (#3730).
• [tfjs-node] Fix bug in node.tensorBoard() callback re initialEpoch (#3714).
• Add NonMaxSuppressionV4. (#3602).
• Implement op dilation2d (#3462).
• Move kernel registration to one file. (#3476).

Wasm (2.0.1 ==> 2.1.0)

Features

• [wasm] Modularize remaining kernels. (#3663).
• Change image rotation kernel to be counterclockwise. (#3626).
• [wasm] Use XNNPACK for PadV2. (#3604).
• [wasm] Add XNNPACK operators for unary ops (Square, Neg, Abs). (#3598).
• Add tf.image.rotateWithOffset op. (#3560).
• [wasm] Use export KernelConfig pattern in WASM. (#3571).
• add various op fixes for ddsp models (#3539).
• [wasm] Use clone in transpose. (#3570).
• [wasm] Add Reverse kernel. (#3526).
• [core] Remove reshape from tensor / opHandler. (#3514).
• Modularize stack, unstack, reshape, expandDims, squeeze (#3452).
• [WASM] Use XNNPack for div (#3480). Thanks, @pvaneck.
• [wasm] Add Conv2dBa...

tfjs-vis-v1.4.3

tfjs-vis (1.1.0 ==> 1.4.3)

We missed updating release notes for a recent point releases, so these notes summarize changes between 1.1.0 ==> 1.4.3. We'll also be using GitHub release notes over the CHANGELOG.md file in tfjs-vis.

Features

• [tfjs-vis] support custom colors in confusion matrix
• [tfjs-vis] Allow custom mark colors in charts
• [tfjs-vis] Support custom tickLabels with duplicate values in heatmaps (#2012).

Bug fixes

• [tfjs-vis] update vega dependency (#3449).
• Upgrade vega versions in tfjs-vis (#3428).
• [tfjs-vis] Upgrade vega and fix tooltip displays (#1980).
• update barchart & histrogram tooltips (#2070).

Documentation

• [tfjs-vis] update readme, add more screenshots (#2914).

Misc

• [tfjs-vis] remove glamor-tachyons

TensorFlow.js 2.0.1

Core (2.0.0 ==> 2.0.1)

Features

• [core] Support explicit padding in tf.conv. (#3427).
• [wasm] Add SIMD detection. (#3344).
• [wasm] Add where / select. (#3376).
• [core] Modularize tf.fill and add to WASM backend. (#3388).
• float16 quantization + granular quantization (#3340). Thanks, @JesseFarebro.
• Support Complex64 weights conversion and loading (#3362).
• Upgrade Emscripten and add correctness test to benchmarks UI. (#3342).
• Modularize cumsum. (#3296).
• Add support for ellipsisMask in stridedSlice. (#3304).

Bug fixes

• Fix saving to IndexedDB inside web worker (#3403). Thanks, @paulkre.
• [wasm] Ensure concatenation axes are parsed. (#3387).

Development

• Modularize relu6, leakyRelu, prelu, selu. [Modularize relu6, leakyRelu, prelu, selu.] (#3431).
• Modularise atan2, floorDiv, mod and mul (#3407).
• modularize GatherNd (#3393).
• Modularize minimum & maximum (#3379).
• align fromPixels op with kernel calling convention (#3391).
• modularize complex ops (#3392).
• modularize pow op (#3369).
• Modularize relu. [Modularize relu.] (#3336).
• Fix maxPool save. [Fix maxPool save.] (#3337).
• Modularize pool ops. [Modularize pool ops.] (#3269).

Documentation

• Add docs about backends to tfjs-core readme (#3382). Thanks, @pvaneck.
• Add op modularization guide. (#3305).

Misc

• Update tfjs-core to 2.0.1. (#3439).
• fix: nms perf (#3351). Thanks, @lonelyclick.

Data (2.0.0 ==> 2.0.1)

Misc

• Update tfjs-data to 2.0.1. (#3448).

Layers (2.0.0 ==> 2.0.1)

Features

• fixed tf 2.2.0 weight error (#3370).

Bug fixes

• reenable the GRU integration test, fixed the shape mismatch error (#3377).

Documentation

• Improve docs for initialEpochs (#2856). Thanks, @pvaneck.

Misc

• Update tfjs-layers, tfjs-converter to 2.0.1, 2.0.1. (#3443).
• Clean up integration test in layers. (#3338).

Converter (2.0.0 ==> 2.0.1)

Features

• add support for tensor list (#3411).
• add stateful while and if ops (#3395).
• float16 quantization + granular quantization (#3340). Thanks, @JesseFarebro.
• added Cumsum and broadcastTo to converter (#3390).
• Adds loadSync to GraphModel (#3383). Thanks, @davlhd.
• Fix issue with control flow v2 nested loop (#3380).
• fixed tf 2.2.0 weight error (#3370).
• Support Complex64 weights conversion and loading (#3362).
• Adding support for Control flow v2 in converter and executor (#3346).

Documentation

• Improve docs for initialEpochs (#2856). Thanks, @pvaneck.

Misc

• Update tfjs-layers, tfjs-converter to 2.0.1, 2.0.1. (#3443).

Node (2.0.0 ==> 2.0.1)

Features

• [core] Support explicit padding in tf.conv. (#3427).

Misc

• Update tfjs-node, tfjs-node-gpu to 2.0.1, 2.0.1. (#3453).

Wasm (2.0.0 ==> 2.0.1)

Features

• [wasm] Enable SIMD. (#3355).
• [WASM] Add CommonJS output in rollup (#3378). Thanks, @pvaneck.
• [wasm] Add transpose support to Max kernel. (#3414).
• [wasm] Add SIMD detection. (#3344).
• [wasm] Upgrade XNNPACK and its dependencies. (#3343).
• [wasm] Add where / select. (#3376).
• [core] Modularize tf.fill and add to WASM backend. (#3388).
• Upgrade Emscripten and add correctness test to benchmarks UI. (#3342).

Bug fixes

• [wasm] Ensure concatenation axes are parsed. (#3387).
• [WASM] Fix allocation issue for buffers with byteOffsets (#3334). Thanks, @pvaneck.

Development

• Modularise atan2, floorDiv, mod and mul (#3407).
• modularize GatherNd (#3393).
• Modularize pool ops. [Modularize pool ops.] (#3269).

Misc

• Update tfjs-backend-wasm to 2.0.1. (#3454).