tfjs-v3.17.0

Core (3.16.0 ==> 3.17.0)

Features

• Add LowerBound and UpperBound kernels (#6356).

Bug fixes

• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn.
• Fix WebGL Conv2d for NCHW format (#6340). Thanks, @Linchenn.
• : #6284 [webgpu: support NCHW dataFormat for conv2d] (#6293). Thanks, @qjia7.

Misc

• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Improve link_package speed (#6376).
• Add euclideanNorm op. (#6366).
• Fix tfjs-core .d.ts files missing webgpu refrence types (#6386).
• webgpu: support dataToGPU api (#6329). Thanks, @xhcao.
• Fix WebGL-conv2dByMatMul for NCHW with multiple batches (#6369). Thanks, @Linchenn.
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Data (3.16.0 ==> 3.17.0)

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).

Layers (3.16.0 ==> 3.17.0)

Bug fixes

• check for null before incorporating scale and offset (#6383).
• Serialize UpSampling2D 'interpolation' option (#6360). Thanks, @debagger.

Performance

• Co-authored-by: Ping Yu 4018+pyu10055@users.noreply.github.com [sort feedDict] (#6327). Thanks, @Linchenn.

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).

Converter (3.16.0 ==> 3.17.0)

Features

• Add tensorListConcatV2 support. (#6351).

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Upgrade rules_nodejs to 5.4.2 (#6404).
• Improve link_package speed (#6376).
• Add euclideanNorm op. (#6366).
• Add support for LowerBound and UpperBound conversion (#6364).

Node (3.16.0 ==> 3.17.0)

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).
• [node] Fix memory leak from string tensors (#6371).
• [node] Use makeTensorFromTensorInfo instead of makeTensorFromId (#6361).
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Wasm (3.16.0 ==> 3.17.0)

Security

• Bump async from 2.6.3 to 2.6.4 in /tfjs-backend-wasm/starter/webpack (#6343). Thanks, @dependabot[bot].

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Improve link_package speed (#6376).

Cpu (3.16.0 ==> 3.17.0)

Bug fixes

• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn.

Documentation

• Shorten warn message (#6389). Thanks, @rthadur.

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Fix bufferSync return type (#6362).
• Improve link_package speed (#6376).
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).

Webgl (3.16.0 ==> 3.17.0)

Bug fixes

• Fix CPU fusedConv2d (bias add) for NCHW format (#6379). Thanks, @Linchenn.
• Fix WebGL Conv2d (PReLU computation) for NCHW format (#6365). Thanks, @Linchenn.
• Fix WebGL Conv2d for NCHW format (#6340). Thanks, @Linchenn.

Misc

• Update lockfiles branch tfjs_3.17.0_lockfiles lock files. (#6415).
• Update monorepo to 3.17.0. (#6405).
• Add string support for SparseToDense (#6397).
• Fix bufferSync return type (#6362).
• Fix WebGL-conv2dByMatMul for NCHW with multiple batches (#6369). Thanks, @Linchenn.
• Decrease values in WebGL tests to fit into WebGL1's range (#6372). Thanks, @Linchenn.
• Change makeTensorFromTensorId to makeTensorFromTensorInfo (#6355). Thanks, @qjia7.
• Add Kernel SearchSorted for CPU and WebGL backend (#6349).
• [webgl] merge CumProdProgram and CumSumProgram (#6325). Thanks, @axinging.