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peterchen-intelsongbellryanloney
authoredApr 12, 2022
106 auto device (openvinotoolkit#501)
* Initilize the 106-auto-device Signed-off-by: Chen <peter.chen@intel.com> * Update with the contents from auto blog 0.9 Signed-off-by: Chen <peter.chen@intel.com> * update Signed-off-by: fishbell <bell.song@intel.com> * format error Signed-off-by: fishbell <bell.song@intel.com> * remove redundant lines Signed-off-by: fishbell <bell.song@intel.com> * Update for resnet-50-tf and display Updated to NHWC Updated to show the latest fps and latency Signed-off-by: Chen <peter.chen@intel.com> * Use googlenet-v1 and update perf hints Update both the periods calculation and the display Signed-off-by: Chen <peter.chen@intel.com> * Update LOG_TRACE to LOG_INFO Signed-off-by: Chen <peter.chen@intel.com> * Update model README.md Signed-off-by: Chen <peter.chen@intel.com> * update based on some comments Signed-off-by: fishbell <bell.song@intel.com> * update print format Signed-off-by: fishbell <bell.song@intel.com> * fix some code style failures Signed-off-by: fishbell <bell.song@intel.com> * Update per the comments 1. Prepare network model files section 2. Add to up folder REAME.md 3. Don't use global python variables 4. Wording update Signed-off-by: Chen <peter.chen@intel.com> * Update for 2nd round review 1. Remove model folder 2. Remove the FIL chart 3. Move class and callback definition to a single cell 4. Updated the logic and data structures for context and performance metrics updating 5. Add docstring for all class and function 6. Add links for more information 7. Add legend with "THROUGHPUT hint" and "LATENCY hint" Signed-off-by: Chen <peter.chen@intel.com> * Set LOG_LEVEL with Core Signed-off-by: Chen <peter.chen@intel.com> * Small updates Remove device_name="AUTO", in LATENCY hint remove unexpected q char Signed-off-by: Chen <peter.chen@intel.com> * Add links and additional info Co-authored-by: Ryan Loney <ryanloney@gmail.com> * Add links Co-authored-by: Ryan Loney <ryanloney@gmail.com> * Add links and update the wording Co-authored-by: Ryan Loney <ryanloney@gmail.com> * Apply suggestions from code review Co-authored-by: Ryan Loney <ryanloney@gmail.com> * Table for fps/latency Add tabble for fps/latency Adjust chart size Show log for 1st compile_model only Signed-off-by: Chen <peter.chen@intel.com> * Remove unused image using following https://user-images.githubusercontent.com/15709723/161451847-759e2bdb-70bc-463d-9818-400c0ccf3c16.png Signed-off-by: Chen <peter.chen@intel.com> * Check if GPU is available Signed-off-by: Chen <peter.chen@intel.com> * Update to capital letter and check GPU device Signed-off-by: Chen <peter.chen@intel.com> * Fix code check issues Signed-off-by: Chen <peter.chen@intel.com> * Update the display width of image to 580pixels Co-authored-by: Ryan Loney <ryanloney@gmail.com> * Fix img JSON issue and remove space in empty line Signed-off-by: Chen <peter.chen@intel.com> Co-authored-by: fishbell <bell.song@intel.com> Co-authored-by: Ryan Loney <ryanloney@gmail.com>
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‎README.md

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@@ -99,6 +99,7 @@ More amazing notebooks here! Please take a look at the complete list.
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| [103-paddle-onnx-to-openvino](notebooks/103-paddle-onnx-to-openvino/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F103-paddle-onnx-to-openvino%2F103-paddle-onnx-to-openvino-classification.ipynb) | Convert PaddlePaddle models to OpenVINO IR |
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| [104-model-tools](notebooks/104-model-tools/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F104-model-tools%2F104-model-tools.ipynb) | Download, convert and benchmark models from Open Model Zoo |
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| [105-language-quantize-bert](notebooks/105-language-quantize-bert/) | Optimize and quantize a pre-trained BERT model |
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| [106-auto-device](notebooks/106-auto-device/) | Demonstrate how to use AUTO Device |
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| [107-speech-recognition-quantization](notebooks/107-speech-recognition-quantization/) | Optimize and quantize a pre-trained Wav2Vec2 speech model |
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| [110-ct-segmentation-quantize](notebooks/110-ct-segmentation-quantize/)<br> | Quantize a kidney segmentation model and show live inference |
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| [111-detection-quantization](notebooks/111-detection-quantization/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F111-detection-quantization%2F111-detection-quantization.ipynb) | Quantize an object detection model |

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