tensorflow/tfjs tfjs-v2.8.2

on GitHub

Core (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• core: Disable checkComputationForErrors for webgpu backend. (#4303). Thanks, @qjia7.
• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add modelInitializer loading and saving for all io methods. (#4332).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [core] Remove fromPixelsAsync (#4211).
• Allow user to provide metadata and store in model.json (#4187).
• Add string support to slice. (#4172).
• WebGPU: Add fromPixelsAsync for tfjs webgpu (#4139). Thanks, @shaoboyan.
• add kernelNames getter to profile object (#4144).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).

Bug fixes

• [webgl] Add default arguments to CropAndResize. (#4407).
• fix typo (#4202). Thanks, @WenheLI.
• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233).

Development

• add e2e custom bundle test for universal sentence encoder (#4382).
• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• Extend jasmine timeout for slow test. (#4387).
• Modularize Mean (#4377).
• switch from runKernelFunc to runKernel (part 7) (#4372).
• switch from runKernelFunc to runKernel (part 6) (#4371).
• switch from runKernelFunc to runKernel (part 5) (#4370).
• switch from runKernelFunc to runKernel (part 4) (#4369).
• switch runKernelFunc to runKernel (part 3) (#4368).
• use runKernel instead of runKernelFunc (part 2) (#4367).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize node.js backend kernels (#4143).

Documentation

• fix typo (#4202). Thanks, @WenheLI.
• Improve nested array creation example for tensor5d (#4292). Thanks, @joemullenix-ks.
• Add documentation for non max suppression (#4315). Thanks, @GantMan.

Misc

• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Data (2.7.0 ==> 2.8.2)

Development

• Modularize binary ops. (#4181).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).

Layers (2.7.0 ==> 2.8.2)

Features

• added support bilinear interpolation for upsample2d layer (#4388).

Bug fixes

• added support bilinear interpolation for upsample2d layer (#4388).

Development

• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize binary ops. (#4181).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Merge branch 'master' of github.com:tensorflow/tfjs
• update
• Upgrade karma-browserstack-launcher to 1.6.0 (#4297).

Converter (2.7.0 ==> 2.8.2)

Features

• Add bincount and denseBincount op. (#4348).
• Add EmptyTensorList op. (#4341).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).

Bug fixes

• Fix signature field (#4436).
• Quantization fix (#4285). Thanks, @patlevin.
• ensure the intitializer object contains the node field (#4301).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• clean up relu6 and clipByValue ops (#4254).
• added support for batch_dims param on GatherV2 op (#4233).
• fix the Reverse op mismatch with python (#4244).
• Remove return statement from optimize_graph (#4188). Thanks, @Dhruvin2910.
• allow TFHUB saved_models with no tags converted properly (#4141).

Development

• Modularize binary ops. (#4181).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).

Documentation

• update the supported ops doc and script (#4273).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Don't rebuild core when running test-snippets in CI (#4399).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• conv2d ops with explicit padding support (#4255).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• TFJS converter: Nit: code cleanup (#4207). Thanks, @wangtz.
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Node (2.7.0 ==> 2.8.2)

Features

• Add bincount and denseBincount op. (#4348).
• Support int64 output tensor type for node (#4357).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Allow user to provide metadata and store in model.json (#4187).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).

Bug fixes

• Changed the function conditionalRounding to function round,function round will default truncate value. (#4282). Thanks, @BruceDai.
• make sure node 14.x are supported on win32 (#4294).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233).

Development

• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• [node] modularize identity (#4366).
• [webgl] modularize unpack/unstack (#4331).
• Stack (#4291).
• Modularize expandDims kernel. (#4277).
• modularize complex kernels in node (#4220).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• modularize depthToSpace, sparseToDense, ... (#4184).
• modularize more node kernels
• Modularize binary ops. (#4181).
• modularize batchNorm, LRN (#4175).
• modularize resizeNearestNeighbor, resizeBilinear (#4174).
• modularize conv2d, depthwiseConv2d (#4170).
• modularize more node kernels (#4158).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• modularize node kernels (#4154).
• Modularize node.js backend kernels (#4143).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Wasm (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• [wasm] Add mean kernel. (#4379).
• Add Leakyrelu support to fused ops. (#4322).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Add Prod kernel to WASM backend. (#4138). Thanks, @miaowzhang.

Bug fixes

• [wasm] Fix minification issue. (#4392).
• update side effects to fix tree shaking errors (#4258).
• added support for batch_dims param on GatherV2 op (#4233).

Development

• Add range kernel to wasm and node (#4385).
• use runKernel instead of runKernelFunc (#4381).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• Add halfPixelCenters to resizeBilinear. (#4323).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize expandDims kernel. (#4277).
• modularize fusedBatchMatMul, neg, ... (#4196).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Run a single browser per Karma server (#4389).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Add topk support for the WASM backend (#4264). Thanks, @jinjingforever.
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• Implement the Floor kernel in tfjs-backend-wasm (#4198).

Cpu (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• Add bincount and denseBincount op. (#4348).
• Add Leakyrelu support to fused ops. (#4322).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• Add string support to slice. (#4172).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).

Bug fixes

• [webgl] Add default arguments to CropAndResize. (#4407).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233).

Development

• Modularize Mean (#4377).
• make attrs argument in runKernel optional (#4365).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• Modularize unsortedSegmentSum kernel (#4307).
• Modularize gatherV2 (#4263).
• Modularize scatter kernels. (#4286).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• Modularize 4 more kernels. (#4287).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• Modularize expandDims kernel. (#4277).
• Modularize resize kernels. (#4274).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize pool kernels. (#4267).
• Modularize 8 more kernels. (#4265).
• Modularize 10 more kernels. (#4247).
• modularize complex kernels in node (#4220).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize conv3d node kernels (#4194).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181).
• Modularize Reverse. (#4164).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Run CI on a single machine by generating cloudbuild files. (#4147).
• Modularize Sum and Softmax. (#4148).
• Modularize OneHot. (#4142).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Run ts-node tests with --transpile-only to increase speed (#4272).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [Fixed] Run CI on a single machine by generating cloudbuild files (#4186).
• Revert "Run CI on a single machine by generating cloudbuild files. " (#4163) (#4147).

Webgl (2.7.0 ==> 2.8.2)

Features

• Add string support to unstack, stack and concat (#4440).
• Add bincount and denseBincount op. (#4348).
• Add dilation2d to webgl. (#4334).
• Add Leakyrelu support to fused ops. (#4322).
• [webgl] Modularize argMin, argMax, reverse, stridedSlice. (#4328).
• [webgl] Modularize conv kernels. (#4252).
• [webgl] Modularize remaining pool kernels. (#4249).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• [core] ResizeBilinear add support for halfCenterPixel=True. (#4152).
• [webgl] Modularize slice. (#4180).
• [webgl] Modularize Tile. (#4179).
• Add string support to slice. (#4172).
• [webgl] Modularize Conv2D and FusedConv2D. (#4162).
• [webgl] Modularize batchMatMul, sum. (#4140).

Bug fixes

• [webgl] fix cpu forwarding path for prod (#4346).
• added support of halpPixelCenters to resizeNearestNeighbor op (#4262).
• added support for batch_dims param on GatherV2 op (#4233).
• [webgl] Slice fix. (#4204).

Development

• make attrs argument in runKernel optional (#4365).
• Temporarily remove android from webgl tests (#4345).
• [webgl] modularize unsortedSegmentSum (#4330).
• [webgl] modularize unpack/unstack (#4331).
• [webgl] modularize split, gather, complexAbs and more (#4329).
• [webgl] modularize maximum, minimum, min, any, all, prod
• [webgl] modularize exp, linSpace, multinomial, softmax (#4305).
• Modularize gatherV2 (#4263).
• Stack (#4291).
• [webgl] modularize fill related kernels and gatherNd/scatterNd (#4302).
• [webgl] modularize resize* and other kernels (#4299).
• Modularize NonMaxSuppression (#4288).
• Modularize split and linSpace. (#4289).
• [webgl] modularize kernels (#4268).
• Modularize expandDims kernel. (#4277).
• Modularize topK kernel. (#4278).
• Modularize tile kernel. (#4281).
• Modularize 8 more kernels. (#4265).
• [WebGL] modularize binary kernels (#4261).
• [webgl] Modularize oneHot and cropAndResize (#4243).
• Modularize stridedslice. (#4215).
• Modularize unpack and prod. (#4205).
• modularize fusedBatchMatMul, neg, ... (#4196).
• modularize pooling kernels in node (#4190).
• Modularize binary ops. (#4181).

Misc

• Update lockfiles branch tfjs_2.8.2_lockfiles lock files. (#4460).
• Update monorepo to 2.8.2. (#4456).
• Remove browserstack android tests (#4423).
• Run a single browser per Karma server (#4389).
• [webgl] Modularize sqrt (#4356).
• [webgl] Implement more unary kernels: (#4344).
• [webgl] Modularize the following kernels: (#4306).
• Update karma-browserstack-launcher to 1.6.0 (#4300).
• [webgl] Modularize several unary kernels (#4260).
• [WebGL] Modularize Sign and Floor (#4231).