TIONE训练平台-腾讯云

TIONE训练平台-腾讯云

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【更新时间: 2024.07.16】 TI-ONE 训练平台(以下简称TI-ONE)是为 AI 工程师打造的一站式机器学习平台,为用户提供从数据接入、模型训练、模型管理到模型服务的全流程开发支持。
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什么是腾讯云的TIONE训练平台?

TI-ONE 是为 AI 工程师打造的一站式机器学习平台,为用户提供从数据准备、模型训练、模型评测到模型服务部署的全流程支持。TI-ONE 支持多种训练方式和算法框架,并已全面支持 LLM 大模型的增训(Post-Pretrain)和有监督精调(SFT),满足不同 AI 场景的需求。单击前往 TI-ONE 控制台 开始使用。

什么是腾讯云的TIONE训练平台接口?

由服务使用方的应用程序发起,以Restful风格为主、通过公网HTTP协议调用腾讯云的TIONE训练平台 ,从而实现程序的自动化交互,提高服务效率。

腾讯云的TIONE训练平台有哪些核心功能?

自动学习

自动学习帮助用户四步曲实现自训练快速上手,本模块汇集承接腾讯云TI平台各模块之核心功能,集成腾讯领先AI实验室的通用算法工程沉淀与行业交付经验,帮助用户一站式模拟高级算法研究员的训练流程,完成高质量模型的训练。

数据中心

数据中心专注为企业和个人提供品质数据保障服务,为用户提供数据集管理、数据标注等智能数据生产服务。支持按业务场景进行数据标注,提供多种标注工具,应对训练对于海量标注数据的需求。 

任务式建模

TI-ONE 支持自定义提交训练任务,用户可通过前端控制台或者调用SDK命令的方式,一键提交训练任务,快速享受托管式云端算力;任务式建模支持多种分布式框架和多种数据源接入,轻松满足自定义训练任务提交的不同业务场景。

交互式建模

面向专业用户的交互式代码开发环境Notebook,内置多种学习框架,支持Python、R、Tensorflow、Pytorch、Octave等训练框架,内置开放套件Tikit,平台功能打通,同时提供实时资源监控,生命周期脚本管理等功能。

模型管理

提供统一的模型纳管能力和模型优化能力,其中模型仓库模块可以支持平台训练产生的模型和外部导入的第三方模型,通过标准的模型包规范统一纳管;模型优化模块可扩展支持多种框架的模型进行推理加速。

TI-ACC加速

TI-ONE内置TI-ACC加速服务,提供高性能模型训练、推理加速服务,可提升100%+性能。训练加速实现计算优化、通信优化、并行训练、显存优化功能,推理加速提供通用模型转换、深层性能优化、低精度加速支持。

模型服务

TI-ONE提供自动化模型部署工具,降低人工部署的复杂性,通过平台化模型部署工具,免去人工配置环境、部署模型的工作量;同时提供弹性伸缩能力,及时响应需求变化,帮助您以最合适的实例数量应对业务情况。

资源组管理

提供训练和推理专属资源池管理,为用户提供包含资源组管理、节点管理、节点续费等服务,同时提供多种CPU和GPU机型选择,满足企业用户专属资源隔离的需求。                                                  

Tikit SDK套件

TI-ONE提供完整的Python SDK开发套件Tikit,包含数据上传与下载,数据集使用,训练任务提交,资源组信息查询,模型注册等平台功能。用户可在平台Notebook中使用,也可以在本地IDE环境下安装使用。

腾讯云的TIONE训练平台的技术原理是什么?

腾讯云的TIONE训练平台的核心优势是什么?

  1. 一站式开发体验:TI-ONE为AI工程师提供从数据接入、模型训练、模型管理到模型服务的全流程开发支持,极大简化了AI应用的开发流程,提升了开发效率。

  2. 多样化的算法框架与训练方式:支持多种训练方式和算法框架(如TensorFlow、PyTorch等),满足不同AI应用场景的需求,使得用户能够灵活选择最适合自己项目的工具和框架。

  3. 高品质数据服务:数据中心提供数据集管理、数据标注等智能数据生产服务,支持按业务场景进行数据标注,确保训练数据的质量和准确性。

  4. 强大的模型管理与优化能力:提供统一的模型纳管和优化能力,支持多种框架的模型进行推理加速,提高模型部署和运行的效率。

  5. 高性能加速服务:内置TI-ACC加速服务,提供高性能模型训练和推理加速服务,显著提升模型训练和推理的性能,降低计算成本。

  6. 自动化模型部署与弹性伸缩:提供自动化模型部署工具,降低人工部署的复杂性;同时支持弹性伸缩能力,确保业务需求变化时能够迅速响应。

在哪些场景会用到腾讯云的TIONE训练平台?

公仔图像分类

利用自动学习完成腾讯公仔图像分类,该模块适用于各类通用图像分类模型自学习场 景

杯盘检测

利用自动学习完成图片中杯盘位置及颜色的识别检测,该模块适用于餐饮行业的自动化杯盘检测场景

花朵分类

利用Notebook+Tikit构建基于Pytorch DDP分布式训练框架的花朵分类模型            

OCR票据识别

利用自动学习完成OCR识别,该模块适用于实现各类表单、票据、证件、单据等的结构化信息提取
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Exception message was already printed; see it above ...] at freemarker.core.EvalUtil.coerceModelToTextualCommon(EvalUtil.java:525) at freemarker.core.EvalUtil.coerceModelToStringOrMarkup(EvalUtil.java:401) at freemarker.core.EvalUtil.coerceModelToStringOrMarkup(EvalUtil.java:370) at freemarker.core.DollarVariable.calculateInterpolatedStringOrMarkup(DollarVariable.java:100) at freemarker.core.DollarVariable.accept(DollarVariable.java:63) at freemarker.core.Environment.visit(Environment.java:334) at freemarker.core.Environment.visit(Environment.java:340) at freemarker.core.Environment.include(Environment.java:2925) at freemarker.core.Include.accept(Include.java:171) at freemarker.core.Environment.visit(Environment.java:334) at freemarker.core.Environment.visit(Environment.java:340) at freemarker.core.Environment.process(Environment.java:313) at freemarker.template.Template.process(Template.java:383) at org.springframework.web.servlet.view.freemarker.FreeMarkerView.processTemplate(FreeMarkerView.java:391) at org.springframework.web.servlet.view.freemarker.FreeMarkerView.doRender(FreeMarkerView.java:304) at org.springframework.web.servlet.view.freemarker.FreeMarkerView.renderMergedTemplateModel(FreeMarkerView.java:255) at org.springframework.web.servlet.view.AbstractTemplateView.renderMergedOutputModel(AbstractTemplateView.java:179) at org.springframework.web.servlet.view.AbstractView.render(AbstractView.java:316) at org.springframework.web.servlet.DispatcherServlet.render(DispatcherServlet.java:1373) at org.springframework.web.servlet.DispatcherServlet.processDispatchResult(DispatcherServlet.java:1118) at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:1057) at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:943) at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1006) at org.springframework.web.servlet.FrameworkServlet.doGet(FrameworkServlet.java:898) at javax.servlet.http.HttpServlet.service(HttpServlet.java:626) at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:883) at javax.servlet.http.HttpServlet.service(HttpServlet.java:733) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:231) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:53) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:113) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:113) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at com.ruoyi.common.filter.RepeatableFilter.doFilter(RepeatableFilter.java:43) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:320) at org.springframework.security.web.access.intercept.FilterSecurityInterceptor.invoke(FilterSecurityInterceptor.java:126) at org.springframework.security.web.access.intercept.FilterSecurityInterceptor.doFilter(FilterSecurityInterceptor.java:90) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.access.ExceptionTranslationFilter.doFilter(ExceptionTranslationFilter.java:118) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.session.SessionManagementFilter.doFilter(SessionManagementFilter.java:137) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.authentication.AnonymousAuthenticationFilter.doFilter(AnonymousAuthenticationFilter.java:111) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.servletapi.SecurityContextHolderAwareRequestFilter.doFilter(SecurityContextHolderAwareRequestFilter.java:158) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.savedrequest.RequestCacheAwareFilter.doFilter(RequestCacheAwareFilter.java:63) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at com.ruoyi.framework.security.filter.JwtAuthenticationTokenFilter.doFilterInternal(JwtAuthenticationTokenFilter.java:42) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.authentication.logout.LogoutFilter.doFilter(LogoutFilter.java:116) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:113) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.web.filter.CorsFilter.doFilterInternal(CorsFilter.java:92) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.header.HeaderWriterFilter.doHeadersAfter(HeaderWriterFilter.java:92) at org.springframework.security.web.header.HeaderWriterFilter.doFilterInternal(HeaderWriterFilter.java:77) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.context.SecurityContextPersistenceFilter.doFilter(SecurityContextPersistenceFilter.java:105) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.context.request.async.WebAsyncManagerIntegrationFilter.doFilterInternal(WebAsyncManagerIntegrationFilter.java:56) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.FilterChainProxy.doFilterInternal(FilterChainProxy.java:215) at org.springframework.security.web.FilterChainProxy.doFilter(FilterChainProxy.java:178) at org.springframework.web.filter.DelegatingFilterProxy.invokeDelegate(DelegatingFilterProxy.java:358) at org.springframework.web.filter.DelegatingFilterProxy.doFilter(DelegatingFilterProxy.java:271) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:100) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:93) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:201) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:202) at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:97) at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:542) at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:143) at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:92) at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:78) at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:343) at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:374) at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:65) at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:888) at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1597) at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61) at java.lang.Thread.run(Thread.java:748) 错误

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