INTERNATIONAL INDUSTRIES, INCORPORATED ACCELERATED VISUAL PERCEPTION LIANGFU CHEN 11/16/2019 DEPLOY VTA ON INTEL FPGA©2019 HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED 2 Moore’s Law is Slowing Down INCORPORATED 4 Terasic DE10-Nano DEPLOY VTA ON INTEL FPGA©2019 HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED 5 Software - CMA Contiguous Memory Allocation – Linux Kernel DEPLOY VTA ON INTEL FPGA https://pynq INTERNATIONAL INDUSTRIES, INCORPORATED 6 Software - CMA Contiguous Memory Allocation – Linux Kernel Module DEPLOY VTA ON INTEL FPGA Setup Environment Variables Navigate to 3rdparty/cma and build kernel module

TVM @ Hexagon DSsP AiOS 1驱动万物智能 Alios TVM @ Hexagon DSP 人NiOS ! 驱动万物知 Tensorflow deploy.so / deploy.json / deploy.bin | NNVM / Relay 让 Graph Optimization 站 站 Compile | libtvm_hexagon_runtime

available for project dependencies. gradlew eclipse 5.5.8. Package and distribute OFBiz In order to deploy OFBiz on a target system and in particular in a production environment without requiring the target supported by the community Furthermore, the hot-deploy directory is removed as the plugins directory works as a replacement for both "special-purpose" and "hot-deploy". If you need to load the components in

available for project dependencies. gradlew eclipse 5.5.8. Package and distribute OFBiz In order to deploy OFBiz on a target system and in particular in a production environment without requiring the target supported by the community Furthermore, the hot-deploy directory is removed as the plugins directory works as a replacement for both "special-purpose" and "hot-deploy". If you need to load the components in

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding-- Development version Weblate from Git Well defined deploy to test upcoming Weblate features Every image is tested by our CI before it gets published, so even

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding-- Development version Weblate from Git Well defined deploy to test upcoming Weblate features Every image is tested by our CI before it gets published, so even

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding- - Development version Weblate from Git Well defined deploy to test upcoming Weblate features 146 Chapter 2. Administrator docs The Weblate Manual, Release

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding-- Development version Weblate from Git Well defined deploy to test upcoming Weblate features Every image is tested by our CI before it gets published, so even

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding- - Development version Weblate from Git Well defined deploy to test upcoming Weblate features 144 Chapter 2. Administrator docs The Weblate Manual, Release

Rolling updates in a produc- tion environment - Weblate stable release Well defined deploy in a pro- duction environment edge Weblate stable release with development changes in the Docker with development changes in the Docker container (for example updated dependencies) Well defined deploy in a stag- ing environment bleeding Development version Weblate from Git Rollling updates to test coming Weblate features bleeding-- Development version Weblate from Git Well defined deploy to test upcoming Weblate features Every image is tested by our CI before it gets published, so even