ONNX.js v0.1.8

Summary

Features

• webgl: implement operator InstanceNormalization (#200)
• webgl: support grouped convolution in Conv (#198)
• cpu: implement operator Pad (#175) and revise (#209)
• cpu/webgl: implement operator Upsample (#207)

Bug fixes

• fix web-worker (#208)
• fix broken module import caused by trailing . (#213)

Misc

• dependency updates
• tool: add chromium edge test launcher (#204)
• deps: update onnxjs-node v1.4.0 (#205)
• docs: fix typos in API docs. (#171)
• docs: fix typos in README.md (#173)
• doc: fix wrong variable name "myOnnxSession" (#176)
• clean up operator resolve rules (#210)

ONNX.js v0.1.7

Summary

Features

• webgl: add full texture cache (#159)

Bug fixes

• webgl: texture leak fix (#139)
• graph: bugfix for initializer (#148)
• webgl: fix issues on Android devices (#149)
• utils: fix shape inference for Conv (#155)

Misc

• src: remove ndarray from dependencies (#153)
• misc: introduce json/markdown formatter (#134)
• misc: update node binding to v0.4.0 (#144)

ONNX.js v0.1.6

Summary

Features

• webgl: support iOS devices (#132)
• cpu: update unary operators (#123)
  • refactor type CpuUnaryOp: make it a template class to avoid read attributes in runtime
  • fixed input type specification for some operators
  • add support for new operators Acosh, Asinh, Atanh, Cosh, IsNaN, Not, Reciprocal, Sign, Sinh
  • corresponding update for test whitelist
• backend: add support for ONNXRuntime node.js binding (#111)
• operator: Slice v10 (#122)

Tests and Tools

• test: add file cache for node tests (#120)
• test: better test file cache (#136)
• test: support multi version node cases (#121)
• test: allow to specify condition for each test (#131)
• test: allow setting wasm backend init timeout (#137)
• tools: add a script to generate Operator Support Table (#112)

Bug fixes

• lib: fix a bug in operator resolve (#113)
• test: fix test context create and release (#114)
• webgl: fix Reduce* shader error on scalar (#143)

Misc

• misc: remove usage of keyword arguments (#129)
• webgl: update webgl context (#128)
• doc: update instructions for mobile device debug (#130)
• deps: update onnx to v1.5.0 (#142)

ONNX.js v0.1.5

Summary

Features

• new Operator implementations
  • Elu (webgl/cpu) (#101)
  • Clip (cpu/wasm/webgl) (#107)
• update operator resolve (#108)
  • Change the IR version check to support IR version 4
  • Enable opset version check
  • Replace the switch-case based resolve to a data driven resolve
  • Allows opset version selector (currently support exact match and range match, eg. 7, 7+)

Bug fixes

• bugfix in InstanceNormalization (wasm backend) (#104)
• fix potential shader compile issue in LeakyRelu op (#106)

ONNX.js v0.1.4

Summary

Features

• new Operator implementations
  • InstanceNormalization (wasm/cpu) (#82)
  • Flatten (cpu/webgl) (#93)

Bug fixes

• graph: compute a node many times (#88)

Misc

• build option: expose clean build option to user (#85)
• doc: Update README.md to reflect Safari support on macOS (#86)
• test: add flag 'no-cache' for test files in karma (#95)

ONNX.js v0.1.3

Summary

Features

• webgl: Unsqueeze, Squeeze, Gather operators implementation
• cpu: Squeeze operator implementation
• wasm: Binary Operators, MatMul operator, shape_utils, and broadcast_utils
• wasm: Update usage of function pointers in pool operators

Bug fixes

• wasm: fix grouped convolution

Misc

• test: optimize data source of test cases
• util: Remove redundant unnecessary code in BroadcastUtil class
• util: remove redundant method
• graph: cleanup checkIsAcyclic()

ONNX.js v0.1.2

Summary

Features

• webgl: Slice, Tanh, Tile operators implementation

• webgl: Reduce operators implementation

• cpu: ArgMax, Gather, Slice, Tile operators implementation

• tensor: support scalar tensor

• api: add option onnx.backend.webgl.contextId

• test: test improvements

• api: add ENV implementation

Compatibility

• webgl: various fixes for stability and perf
• webgl: fix Safari browser

Bug fixes

• fix arraybuffer load model

Docs

• update operator support table
• update operator support table and test ReadMe
• fix duplicate operator
• update perf image
• adding a description of our supported platforms

Misc

• test: onboard BrowserStack

Contributors

• thanks for contributions from @NTT123 .

ONNX.js v0.1.1

Summary

Docs

• doc: update operator support table

Compatibility

• misc: fix build on Linux
• webgl: disable webgl2 on non-windows environment

API

• api: revise API export

Bug fixes

• graph: fix resolve operator 'Constant'

ONNX.js v0.1.0

Initial commit of ONNX.js v0.1.0