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Vladimir Mandic 7614b8582d update tfjs 3.4.0		2021-04-14 12:53:00 -04:00
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README.md	update tfjs 3.4.0	2021-04-14 12:53:00 -04:00
test-main.js	update tfjs 3.4.0	2021-04-14 12:53:00 -04:00
test-node-gpu.js	update tfjs 3.4.0	2021-04-14 12:53:00 -04:00
test-node-wasm.js	update tfjs 3.4.0	2021-04-14 12:53:00 -04:00
test-node.js	update tfjs 3.4.0	2021-04-14 12:53:00 -04:00

README.md

Test Results

Automatic Tests

NodeJS using TensorFlow library

Face rotation is disabled for NodeJS platform:
Kernel 'RotateWithOffset' not registered for backend 'tensorflow'
https://github.com/tensorflow/tfjs/issues/4606
Image filters are disabled due to lack of Canvas and WeBGL access

NodeJS with GPU acceleation using CUDA

Face rotation is disabled for NodeJS platform:
Kernel 'RotateWithOffset' not registered for backend 'tensorflow'
https://github.com/tensorflow/tfjs/issues/4606
Image filters are disabled due to lack of Canvas and WeBGL access

NodeJS using WASM

Requires dev http server
See https://github.com/tensorflow/tfjs/issues/4927
Only supported input is Tensor due to missing image decoders
Warmup returns null and is marked as failed
Missing native Image implementation in NodeJS
Fails on object detection:
Kernel 'SparseToDense' not registered for backend 'wasm'
https://github.com/tensorflow/tfjs/issues/4824

Manual Tests

Browser using WebGL backend

Chrome/Edge: All Passing
Firefox: WebWorkers not supported due to missing support for OffscreenCanvas
Safari: Limited Testing

Browser using WASM backend

Chrome/Edge: All Passing
Firefox: WebWorkers not supported due to missing support for OffscreenCanvas
Safari: Limited Testing
Fails on object detection:
Kernel 'SparseToDense' not registered for backend 'wasm'
https://github.com/tensorflow/tfjs/issues/4824