“Deep Learning library for Theano and TensorFlow” Caffe (Berkeley)，卷积神经网络,贾扬清 TensorFlow (Google) Spark MLLib 深度学习中的开发框架框架 THEANO 学院派血统,Montreal University 非常灵活，非常复杂 通过底层借口可以做到大量的定制 衍生了大量的丰富的项目Keras

软件仿真和硬件仿真 7 Ø 近期很热门的话题 Ø 目的：提高算法计算效率，缩短算法开发时间和验证时间 Ø 加速框架： Ø 分布式计算：多节点计算 Ø 并行计算：多处理器、多线程计算 Ø 分布式计算引擎：Spark Ø 并行计算语言（函数式编程）：Scala Ø 加速方法： Ø 算法的优化 Ø 算法的并行化 Ø CPU: 多核 CPU Ø GPU： 多核处理器 Ø 硬件仿真：算法计算在FPGA里实现，输入和输出在

软件仿真和硬件仿真 7 Ø 近期很热门的话题 Ø 目的：提高算法计算效率，缩短算法开发时间和验证时间 Ø 加速框架： Ø 分布式计算：多节点计算 Ø 并行计算：多处理器、多线程计算 Ø 分布式计算引擎：Spark Ø 并行计算语言（函数式编程）：Scala Ø 加速方法： Ø 算法的优化 Ø 算法的并行化 Ø CPU: 多核 CPU Ø GPU： 多核处理器 Ø 硬件仿真：算法计算在FPGA里实现，输入和输出在

软件仿真和硬件仿真 7 ➢ 近期很热门的话题 ➢ 目的：提高算法计算效率，缩短算法开发时间和验证时间 ➢ 加速框架： ➢ 分布式计算：多节点计算 ➢ 并行计算：多处理器、多线程计算 ➢ 分布式计算引擎：Spark ➢ 并行计算语言（函数式编程）：Scala ➢ 加速方法： ➢ 算法的优化 ➢ 算法的并行化 ➢ CPU: 多核 CPU ➢ GPU： 多核处理器 ➢ 硬件仿真：算法计算在FPGA里实现，输入和输出在

google.com/group/python-tornado- announce]. Tornado is available under the Apache License, Version 2.0 [http://www.apache.org/licenses/LICENSE-2.0.html]. This web site and all documentation is licensed for heavy traffic it will be more efficient to use a dedicated static file server (such as nginx or Apache). We support the HTTP Accept-Ranges mechanism to return partial content (because some browsers require under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2

com/forum/#!forum/python- tornado-announce]. Tornado is available under the Apache License, Version 2.0 [http://www.apache.org/licenses/LICENSE-2.0.html]. This web site and all documentation is licensed for heavy traffic it will be more efficient to use a dedicated static file server (such as nginx or Apache). We support the HTTP Accept-Ranges mechanism to return partial content (because some browsers require under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2

files, set the X-Sendfile header instead of serving the data with Flask. Some web servers, such as Apache, recognize this and serve the data more efficiently. This only makes sense when using such a server remote servers. You can of course use your own favourite server there, but for this example we chose Apache + mod_wsgi because it’s very easy to setup and has a simple way to reload applications without root the server and the configuration file for the application (eg: application.cfg) 3. Create a new Apache config for yourapplication and activate it. Make sure to activate watching for changes of the .wsgi

org/modules/translogger.html] middleware. TransLogger produces logs in the Apache Combined Log Format [https://httpd.apache.org/docs/current/logs.html#combined]. Logging to the Console Using Python FileHandler logging handler can be used alongside TransLogger to create an access.log file similar to Apache's. Like any standard middleware with a Paste entry point, TransLogger can be configured to wrap you might add the following lines in a location section. proxy_set_header Host $host; The Apache directive named ProxyPreserveHost does something similar when used as a reverse proxy. Unfortunately

org/modules/translogger.html] middleware. TransLogger produces logs in the Apache Combined Log Format [https://httpd.apache.org/docs/current/logs.html#combined]. Logging to the Console Using Python FileHandler logging handler can be used alongside TransLogger to create an access.log file similar to Apache's. Like any standard middleware with a Paste entry point, TransLogger can be configured to wrap you might add the following lines in a location section. proxy_set_header Host $host; The Apache directive named ProxyPreserveHost does something similar when used as a reverse proxy. Unfortunately

org/modules/translogger.html] middleware. TransLogger produces logs in the Apache Combined Log Format [https://httpd.apache.org/docs/current/logs.html#combined]. Logging to the Console Using Python FileHandler logging handler can be used alongside TransLogger to create an access.log file similar to Apache's. Like any standard middleware with a Paste entry point, TransLogger can be configured to wrap you might add the following lines in a location section. proxy_set_header Host $host; The Apache directive named ProxyPreserveHost does something similar when used as a reverse proxy. Unfortunately