tfjs-v4.2.0

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.