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# Hybrid AI Exploration
## Authors
* Michael McCool
* Geoff Gustafson
* Sudeep Divakaran
## Introduction
ML on the client supports many use cases better than server-based approaches, and with…
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**Test Env:**
Chromium Version: nightly build 75.0.3739.0 (**9642fde**)
Platform: macOS
**Expected Result:**
Facial Landmark Detection should work.
**Actual Result:**
After the crash issue #…
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The regression checker continues to fail on my Windows environment. The error log is:
```
> RegressionChecker@0.0.1 start C:\Users\mltest\code\webml-polyfill\test\tools\RegressionChecker
> node ./s…
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Google released new version 2.0 for posenet yesterday, added ResNet50 (larger, slower, more accurate) support.
When check the source code in https://cdn.jsdelivr.net/npm/@tensorflow-models/posenet …
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I find that there is something wrong with intel.github.io.
For WASM backend, it reports that "Backend 'wasm' has not yet been initialized. Make sure to await tf.ready() or await tf.setBackend() befo…
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Test Env:
Chromium Version: build 75.0.3739.0
Platform: Android 9.0.0 (HUAWEI p20 pro)
Expected Result:
The tool can run successfully and print out outputs of per layer.
Actual Result:
The …
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**Test Env:**
Chromium Version: nightly build 70.0.3503.0 (**313c1c2**)
Device: Mac Book Pro
**Expected Result:**
The test should pass.
**Actual Result:**
Errors happened for AVERAGE_POOL_2D…
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The newly launched [Web & Networks Interest Group](https://w3c.github.io/web-networks/) is looking for network-related use case input from WebML CG. In the context of the IG, "networks" means computer…
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**Test Env:**
Chromium Version: nightly build 75.0.3739.0 (**f456c6d**)
Platform: Linux/Windows/macOS
**Expected Result:**
The labels should be correct.
**Actual Result:**
The labels are inc…
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According to discussion on WebML CG meeting, we will test Web Neural Network API by both op level and model level test cases. Now I'm starting to add some op level test cases and model level test case…