代码空间


摘要(Abstract)

一站式 集数据导入、数据处理、模型开发、模型训练、模型评估、服务上线等功能于一体,提供一站式全方位的深度学习建模流程,快速打造智能业务。 高效性 高效管理和分配硬件资源,支持模型训练和模型服务的统一调度,带来极速体验。 易用性 操作简单,快速上手,无需用户运维和管理软硬件配置。 支持多框架 全支持 TensorFlow、PyTorch、Caffe 和 MXNet 等多种深度学习和机器学习框架。 产品功能-模型列表 模型开发 对接 Hadoop 大数据生态,提供 Jupyter Notebook 在线交互式开发环境,共享数据和资源,支持小组协作开发模式,进一步提升模型开发效率。 模型训练 支持提交 TensorFlow、MXNet、Caffe 和 PyTorch 等多框架的 AI 模型训练作业;支持分布式和 GPU 加速,并提供 TensorBoard 可视化模型训练过程。 模型服务 支持模型从开发到生产环境的一站式部署管理,提供统一的 RESTful 和 gRPC 模型服务 API,支持模型版本管理和灰度发布,实时监控服务流量,并能够根据资源利用率实现弹性伸缩


主题(Topic)

项目(Project)
TinyRogue/Lucid-MemoryAllocator ErikGartner/custom-linux-alloc halfbakedbro/MemMgmt vanerac/malloc lpieri/ft_malloc ronanboiteau/Malloc ljoly/malloc schadal1/Dynamic-Memory-Allocation-in-C c650/my-malloc cristiarg/fmi2AllocGuard tianhuiming/c-c-- dan-choe/DynamicExplicitMemoryAllocator MaJerle/lwmem dustinfast/mem_mgr zkwlx/HiMem with >. File dependencies are displayed in the web page with embedded links, which are implemented in HTML5 with anchor elements: source code file name For each class, we will, optionally, implement outlining, similar to the visual studio outlining feature. To do that we will use the CSS display property, with values: normal or none, to control whether the contents of a div are visible or not. The Code Publisher will be embedded in a mock Repository with almost no functionality except to support publishing of source code as web pages. Specifically you are not expected to provide support for: package checkin or checkout versioning You are expected to support: Dependency analysis of the C++ source code files you will publish, using the analyzer you developed in Project #2. The ability to specify, on the command line, files to be published, by providing command line arguments for path and file patterns. The ability to display any file cited on the command line, by starting a process that runs a browser of your choice, naming the specification of the file you want to display. Note that the CodePublisher project creates a code generator. Its inputs are C++ code and its outputs are HTML code. Requirements: Your CodePublisher Project: (1) Shall use Visual Studio 2015 and its C++ Windows console projects, as provided in the ECS computer labs. (2) Shall use the C++ standard library's streams for all console I/O and new and delete for all heap-based memory management1. (4) Shall provide a Publisher program that provides for creation of web pages each of which captures the content of a single C++ source code file, e.g., *.h or *.cpp. (10) Shall, optionally2 provide the facility to expand or collapse class bodies, methods, and global functions using JavaScript and CSS properties. (2) Shall provide a CSS style sheet that the Publisher uses to style its generated pages and (if you are implementing the previous optional requirement) a JavaScript file that provides functionality to hide and unhide sections of code for outlining, using mouse clicks. (2) Shall embed in each web page's section links to the style sheet and JavaScript file. (4) Shall embedd HTML5 links to dependent files with a label, at the top of the web page. Publisher shall use functionality from your Project #2 to discover package dependencies within the published set of source files. (2) Shall develop command line processing to define the files to publish by specifying path and file patterns. (3) Shall demonstrate the CodePublisher functionality by publishing all the important packages in your Project #3. (5) Shall include an automated unit test suite that demonstrates you meet all the requirements of this project2. That means that you are not allowed to use any of the C language I/0, e.g., printf, scanf, etc, nor the C memory management, e.g., calloc, malloc, or free. This optional requirement will take a significant amount of work to complete successfully. You should get everything else working before attempting this additional effort. This is in addition to the construction tests you include as part of every package you submit." class="topic-tag topic-tag-link"> jashwanth/remote_code_publisher