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| # Intel AI | |
| ## Keynote Stephan Gillich | |
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| Development steps | |
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| Deployment | |
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| Acceleration | |
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| AI Software | |
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| AI Community | |
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| Optimized Frameworks/Toolkits | |
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| DL Framework | |
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| 10 | |
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| DL Boost | |
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| Optimized deep learning frameworks | |
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| ### Neural network -- how to decide | |
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| #### Inception v3 | |
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| #### VGG16 | |
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| #### Mobilenet | |
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| ## Intro | |
| Current hardware: Cascade Lake | |
| DevCloud | |
| ## Hands-on | |
| Individually assigned IP-address for each participant for hands-on ... | |
| <!--- | |
| IP-address #18: 54.214.73.42 | |
| Add ":8888" to URL, pw intel123) | |
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| get [Intel-optimized TensorFlow](http://ai.intel.com/framework-optimizations) | |
| ipynb2: 299,299,64 | |
| Batch: bigger = faster but potentially less accurate ([Paper](https://arxiv.org/abs/1609.04836)) | |
| ## Guest talk: [David Brayford](mailto:@lrz.de) (LRZ) *Charliecloud* @ LRZ | |
| [OpenHPC](https://openhpc.community) | |
| ### Intel ML frameworks | |
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| ### Charliecloud | |
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| ### Tutorial / Demo | |
| Tools available convert [Docker](https://www.docker.com) to | |
| - [singularity](https://singularity.lbl.gov) | |
| - [charliecloud](https://github.com/hpc/charliecloud) ([@LRZ](https://doku.lrz.de/display/PUBLIC/Charliecloud+at+LRZ)) ([Tutorial](https://hpc.github.io/charliecloud/tutorial.html)) | |
| - [shifter](https://www.nersc.gov/research-and-development/user-defined-images/) ([github](https://github.com/NERSC/shifter)) | |
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| ## Scikit Learn | |
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| DAAL4py | |
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| *k*-means | |
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| MKL for numpy | |
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| Kernel PCA | |
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| ## DevCloud | |
| software.intel.com/edge | |
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| ### Over-/Previews | |
| #### Parallel Studio | |
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| #### Parallelism | |
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| #### OpenMP automated | |
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| #### [OpenVINO](https://software.intel.com/en-us/openvino-toolkit) (Open Visual Inference and Neural network Optimization) | |
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| - [Documentation](https://docs.openvinotoolkit.org/latest/index.html) | |
| - [Intro](https://towardsdatascience.com/introduction-to-openvino-897e705a1f0a) | |
| <!--- | |
| ### Networking | |
| - Klaus Kohl-Schöpe, *Arrow*, Elect. Components | |
| - Oliver Hauck | |
| - [Hannah Wills](hereComesTheCamelCase@gmail.com), +49 177 3096 777, Uni Augsburg: *Embedded Health* | |
| - [Michael Scheithauer](mailto://michael.scheithauer@intel.com) | |
| --> |