StreamIt Compiler Release - Saman Amarasinghe [saman@mit.edu]

StreamIt 2.1已发布,这是一个用于流处理系统的编程语言和编译器,支持音频、视频等多种应用。该版本包括针对不同架构的优化编译器、改进的编程结构及一系列基准测试。
We are pleased to announce the second public release of the StreamIt compilation infrastructure. StreamIt is a programming language and compiler for streaming systems, encompassing audio, video, DSP, networking, and cryptographic processing kernels. By naturally exposing the parallelism in these applications, StreamIt provides an efficient mapping to the emerging class of multicore architectures. To download StreamIt, or for more information, please visit: http://cag.csail.mit.edu/streamit/ Highlights of StreamIt 2.1 include: - An optimizing compiler for uniprocessors, multicore architectures and clusters of workstations. The compiler relies on a new C++ runtime library with improved uniprocessor performance (up to 2X). - Language constructs that improve programmer productivity for streaming, including hierarchical structured streams, graph parameterization, and circular buffer management. StreamIt 2.1 further includes dynamic I/O rates and "teleport messaging", a language construct for control messages between parallel components. - A set of benchmarks for the evaluation of streaming optimizations and architectures, including beamforming, bitonic sort, DCT, DES, FFT, filterbanks, FM software radio, JPEG encoding/decoding, MP3 decoding, MPEG-2 encoding/decoding, radar array front end, synthetic aperture radar, and Serpent. Some applications (JPEG, MPEG-2) have limited compiler support, but all run in our Java library. - A snapshot of our latest research optimizations, including cache optimizations for embedded processors, and domain-specific optimizations targeting linear and linear statespace filters. - A high-level stream IR (in Java) with a host of graph transformations, including graph canonicalization, synchronization removal, refactoring of parallel components, fusion of adjacent filters (running in parallel or in sequence), and fission of individual filters (into data-parallel or task-parallel components.) We are releasing StreamIt for both the user community and the developer community. We look forward to interacting with you as you might start to use or build upon the infrastructure. The StreamIt Team
【多变量输入超前多步预测】基于CNN-BiLSTM的光伏功率预测研究(Matlab代码实现)内容概要:本文介绍了基于CNN-BiLSTM模型的多变量输入超前多步光伏功率预测方法,并提供了Matlab代码实现。该研究结合卷积神经网络(CNN)强大的特征提取能力与双向长短期记忆网络(BiLSTM)对时间序列前后依赖关系的捕捉能力,构建了一个高效的深度学习预测模型。模型输入包含多个影响光伏发电的气象与环境变量,能够实现对未来多个时间步长的光伏功率进行精确预测,适用于复杂多变的实际应用场景。文中详细阐述了数据预处理、模型结构设计、训练流程及实验验证过程,展示了该方法相较于传统模型在预测精度和稳定性方面的优势。; 适合人群:具备一定机器学习和深度学习基础,熟悉Matlab编程,从事新能源预测、电力系统分析或相关领域研究的研发人员与高校研究生。; 使用场景及目标:①应用于光伏电站功率预测系统,提升电网调度的准确性与稳定性;②为可再生能源并网管理、能量存储规划及电力市场交易提供可靠的数据支持;③作为深度学习在时间序列多步预测中的典型案例,用于科研复现与教学参考。; 阅读建议:建议读者结合提供的Matlab代码进行实践操作,重点关注数据归一化、CNN特征提取层设计、BiLSTM时序建模及多步预测策略的实现细节,同时可尝试引入更多外部变量或优化网络结构以进一步提升预测性能。
13:56:52 [vite] Internal server error: Whitespace was expected. Plugin: vite:vue File: D:/VScode/test/jkconsole-ruoyi-web/src/views/center/base/tInfoMcc/index.vue:21:32 19 | </el-form-item> 20 | <el-form-item> 21 | <el-button type="primary" icon="Search" @click="handleQuery">搜索</el-button> | ^ 22 | <el-button icon="Refresh" @click="resetQuery">重置</el-button> 23 | </el-form-item> at createCompilerError (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:19:19) at emitError (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1613:29) at parseAttributes (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1342:13) at parseTag (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1199:17) at parseElement (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1128:21) at parseChildren (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:943:28) at parseElement (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1144:22) at parseChildren (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:943:28) at parseElement (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1144:22) at parseChildren (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:943:28) at parseElement (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1144:22) at parseChildren (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:943:28) at parseElement (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:1144:22) at parseChildren (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:943:28) at Object.baseParse (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-core@3.2.45\node_modules\@vue\compiler-core\dist\compiler-core.cjs.js:858:23) at Object.parse (D:\VScode\test\jkconsole-ruoyi-web\node_modules\.pnpm\@vue+compiler-dom@3.2.45\node_modules\@vue\compiler-dom\dist\compiler-dom.cjs.js:3119:25) 报错
07-18
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