Support f32 and deeplabv3 int8 models with new openvino model version IR v10

intel / webml-polyfill

Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfill

Apache License 2.0

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Support f32 and deeplabv3 int8 models with new openvino model version IR v10 #1372

Closed mingmingtasd closed 3 years ago

mingmingtasd commented 3 years ago

Now we have supported the f32 openvino models with new version IR v10. Deeplabv3 int8 models with differenrt input sizes (224, 257, 321, 513) are also supported. Remind that we should update the openvino model files to IR v10 correspondingly. PTAL, thanks! @BruceDai @belem @lisa0314 @miaobin

mingmingtasd commented 3 years ago

@ibelem Hi, this PR is ready now, please help to merge it. Thanks!

mingmingtasd commented 3 years ago

I have updated this pr to support NCHW/NHWC layout for WASM/WebGL/IE. There are examples and cts tests results on windows and linux. Please help to review this pr, especially the latest four commits supporting NCHW. Thanks!@huningxin @BruceDai @ibelem