07_21_14

头疼,中午有些中暑。休息了下,看了看搜索引擎的一般工作流程,抓取、分析、索引、查询,基本的流程就是这些。对此我只能说,真是简单粗暴却有效的流程的。不过,总感觉好像少了点什么。就算是根据PageRank或者用户点击形成的记过排序,本质上仍然是对于数据本身没有任何的理解啊。
我感觉,从抓取这一步开始,就好像少了点什么似的。
标题基于SpringBoot+Vue的学生交流互助平台研究AI更换标题第1章引言介绍学生交流互助平台的研究背景、意义、现状、方法与创新点。1.1研究背景与意义分析学生交流互助平台在当前教育环境下的需求及其重要性。1.2国内外研究现状综述国内外在学生交流互助平台方面的研究进展与实践应用。1.3研究方法与创新点概述本研究采用的方法论、技术路线及预期的创新成果。第2章相关理论阐述SpringBoot与Vue框架的理论基础及在学生交流互助平台中的应用。2.1SpringBoot框架概述介绍SpringBoot框架的核心思想、特点及优势。2.2Vue框架概述阐述Vue框架的基本原理、组件化开发思想及与前端的交互机制。2.3SpringBoot与Vue的整合应用探讨SpringBoot与Vue在学生交流互助平台中的整合方式及优势。第3章平台需求分析深入分析学生交流互助平台的功能需求、非功能需求及用户体验要求。3.1功能需求分析详细阐述平台的各项功能需求,如用户管理、信息交流、互助学习等。3.2非功能需求分析对平台的性能、安全性、可扩展性等非功能需求进行分析。3.3用户体验要求从用户角度出发,提出平台在易用性、美观性等方面的要求。第4章平台设计与实现具体描述学生交流互助平台的架构设计、功能实现及前后端交互细节。4.1平台架构设计给出平台的整体架构设计,包括前后端分离、微服务架构等思想的应用。4.2功能模块实现详细阐述各个功能模块的实现过程,如用户登录注册、信息发布与查看、在线交流等。4.3前后端交互细节介绍前后端数据交互的方式、接口设计及数据传输过程中的安全问题。第5章平台测试与优化对平台进行全面的测试,发现并解决潜在问题,同时进行优化以提高性能。5.1测试环境与方案介绍测试环境的搭建及所采用的测试方案,包括单元测试、集成测试等。5.2测试结果分析对测试结果进行详细分析,找出问题的根源并
内容概要:本文详细介绍了一个基于灰狼优化算法(GWO)优化的卷积双向长短期记忆神经网络(CNN-BiLSTM)融合注意力机制的多变量多步时间序列预测项目。该项目旨在解决传统时序预测方法难以捕捉非线性、复杂时序依赖关系的问题,通过融合CNN的空间特征提取、BiLSTM的时序建模能力及注意力机制的动态权重调节能力,实现对多变量多步时间序列的精准预测。项目不仅涵盖了数据预处理、模型构建与训练、性能评估,还包括了GUI界面的设计与实现。此外,文章还讨论了模型的部署、应用领域及其未来改进方向。 适合人群:具备一定编程基础,特别是对深度学习、时间序列预测及优化算法有一定了解的研发人员和数据科学家。 使用场景及目标:①用于智能电网负荷预测、金融市场多资产价格预测、环境气象多参数预报、智能制造设备状态监测与预测维护、交通流量预测与智慧交通管理、医疗健康多指标预测等领域;②提升多变量多步时间序列预测精度,优化资源调度和风险管控;③实现自动化超参数优化,降低人工调参成本,提高模型训练效率;④增强模型对复杂时序数据特征的学习能力,促进智能决策支持应用。 阅读建议:此资源不仅提供了详细的代码实现和模型架构解析,还深入探讨了模型优化和实际应用中的挑战与解决方案。因此,在学习过程中,建议结合理论与实践,逐步理解各个模块的功能和实现细节,并尝试在自己的项目中应用这些技术和方法。同时,注意数据预处理的重要性,合理设置模型参数与网络结构,控制多步预测误差传播,防范过拟合,规划计算资源与训练时间,关注模型的可解释性和透明度,以及持续更新与迭代模型,以适应数据分布的变化。
一份新log选段的格式如下。代码没解析出数据,检查输出文件和图都是完全空白,哪里错了? [2025-07-31 21:26:28.200] n萔兄@刃兄`豥@蘊耯@z灶Pggddddd吕J蔲f豥鴍麼OTICE: Booting HSN2155 BL1 Firmware [2025-07-31 21:26:45.758] NOTICE: Built : 15:59:30, Feb 6 2025 [2025-07-31 21:26:45.760] NOTICE: Strap boot mode: 0xde [2025-07-31 21:26:45.762] NOTICE: SPI NAND pagesize: 2048 [2025-07-31 21:26:45.785] VERBOSE: secure_ctrl offset 112. [2025-07-31 21:26:45.788] INFO: Loading BL2 [2025-07-31 21:26:45.791] VERBOSE: Step size x20000 [2025-07-31 21:26:45.792] NOTICE: Booting @ flash address 0x0... [2025-07-31 21:26:45.795] VERBOSE: Header magic looks OK [2025-07-31 21:26:45.848] VERBOSE: Secure flags: 0x0 [2025-07-31 21:26:45.850] NOTICE: Secure boot enable: 0 [2025-07-31 21:26:45.869] VERBOSE: Payload check integrity succeeded [2025-07-31 21:26:45.896] [2025-07-31 21:26:45.896] ###### Hsn2155 Set PLL And Init DDR ###### [2025-07-31 21:26:45.900] Set pcm pll succ! [2025-07-31 21:26:45.902] Set serdes pll succ! [2025-07-31 21:26:45.903] Set cpu pll 1.2G succ! [2025-07-31 21:26:45.905] DDR init succ! [2025-07-31 21:26:45.906] Switch CPU PLL [2025-07-31 21:26:45.908] Switch BUS DIVIDE [2025-07-31 21:26:46.330] zq value check : 0xc0c0c0c [2025-07-31 21:26:46.357] vref: 0x0 [2025-07-31 21:26:46.367] 0x38c: 1f [2025-07-31 21:26:46.379] PHY_160_zq_result : 0x0 [2025-07-31 21:26:46.381] PHY_280_wrlvl_byte0 : 0xff0080 [2025-07-31 21:26:46.384] PHY_380_wrlvl_byte1 : 0xff0080 [2025-07-31 21:26:46.387] PHY_284_gate_byte0 : 0x280 [2025-07-31 21:26:46.389] PHY_384_gate_byte1 : 0x285 [2025-07-31 21:26:46.391] PHY_2a0_read : 0x0 [2025-07-31 21:26:46.393] PHY_2a4_read : 0x0 [2025-07-31 21:26:46.395] PHY_294_read : 0x7f7f7f7f [2025-07-31 21:26:46.397] PHY_298_read : 0x7f7f7f7f [2025-07-31 21:26:46.402] dq0 max_read_point : 0 [2025-07-31 21:26:46.402] dq0 min_read_point : 127 [2025-07-31 21:26:46.404] dq0 read_windows : -127 [2025-07-31 21:26:46.406] dq1 max_read_point : 0 [2025-07-31 21:26:46.408] dq1 min_read_point : 127 [2025-07-31 21:26:46.410] dq1 read_windows : -127 [2025-07-31 21:26:46.413] dq2 max_read_point : 0 [2025-07-31 21:26:46.416] dq2 min_read_point : 127 [2025-07-31 21:26:46.417] dq2 read_windows : -127 [2025-07-31 21:26:46.419] dq3 max_read_point : 0 [2025-07-31 21:26:46.422] dq3 min_read_point : 127 [2025-07-31 21:26:46.424] dq3 read_windows : -127 [2025-07-31 21:26:46.426] dq4 max_read_point : 0 [2025-07-31 21:26:46.427] dq4 min_read_point : 127 [2025-07-31 21:26:46.431] dq4 read_windows : -127 [2025-07-31 21:26:46.432] dq5 max_read_point : 0 [2025-07-31 21:26:46.435] dq5 min_read_point : 127 [2025-07-31 21:26:46.437] dq5 read_windows : -127 [2025-07-31 21:26:46.439] dq6 max_read_point : 0 [2025-07-31 21:26:46.441] dq6 min_read_point : 127 [2025-07-31 21:26:46.443] dq6 read_windows : -127 [2025-07-31 21:26:46.445] dq7 max_read_point : 0 [2025-07-31 21:26:46.447] dq7 min_read_point : 127 [2025-07-31 21:26:46.450] dq7 read_windows : -127 [2025-07-31 21:26:46.451] PHY_3a0_read : 0x0 [2025-07-31 21:26:46.453] PHY_3a4_read : 0x0 [2025-07-31 21:26:46.455] PHY_394_read : 0x7f7f7f7f [2025-07-31 21:26:46.458] PHY_398_read : 0x7f7f7f7f [2025-07-31 21:26:46.459] dq8 max_read_point : 0 [2025-07-31 21:26:46.462] dq8 min_read_point : 127 [2025-07-31 21:26:46.464] dq8 read_windows : -127 [2025-07-31 21:26:46.467] dq9 max_read_point : 0 [2025-07-31 21:26:46.469] dq9 min_read_point : 127 [2025-07-31 21:26:46.471] dq9 read_windows : -127 [2025-07-31 21:26:46.473] dq10 max_read_point : 0 [2025-07-31 21:26:46.475] dq10 min_read_point : 127 [2025-07-31 21:26:46.477] dq10 read_windows : -127 [2025-07-31 21:26:46.480] dq11 max_read_point : 0 [2025-07-31 21:26:46.482] dq11 min_read_point : 127 [2025-07-31 21:26:46.484] dq11 read_windows : -127 [2025-07-31 21:26:46.486] dq12 max_read_point : 0 [2025-07-31 21:26:46.489] dq12 min_read_point : 127 [2025-07-31 21:26:46.491] dq12 read_windows : -127 [2025-07-31 21:26:46.493] dq13 max_read_point : 0 [2025-07-31 21:26:46.495] dq13 min_read_point : 127 [2025-07-31 21:26:46.498] dq13 read_windows : -127 [2025-07-31 21:26:46.500] dq14 max_read_point : 0 [2025-07-31 21:26:46.502] dq14 min_read_point : 127 [2025-07-31 21:26:46.504] dq14 read_windows : -127 [2025-07-31 21:26:46.507] dq15 max_read_point : 0 [2025-07-31 21:26:46.511] dq15 min_read_point : 127 [2025-07-31 21:26:46.512] dq15 read_windows : -127 [2025-07-31 21:26:46.513] PHY_2e0_read : 0x0 [2025-07-31 21:26:46.516] PHY_2e4_read : 0x0 [2025-07-31 21:26:46.517] PHY_2c4_read : 0xffffffff [2025-07-31 21:26:46.520] PHY_2c8_read : 0xffffffff [2025-07-31 21:26:46.522] dq0 max_write_point : 0 [2025-07-31 21:26:46.524] dq0 min_write_point : 255 [2025-07-31 21:26:46.527] dq0 write_windows : -255 [2025-07-31 21:26:46.529] dq1 max_write_point : 0 [2025-07-31 21:26:46.531] dq1 min_write_point : 255 [2025-07-31 21:26:46.533] dq1 write_windows : -255 [2025-07-31 21:26:46.536] dq2 max_write_point : 0 [2025-07-31 21:26:46.538] dq2 min_write_point : 255 [2025-07-31 21:26:46.540] dq2 write_windows : -255 [2025-07-31 21:26:46.542] dq3 max_write_point : 0 [2025-07-31 21:26:46.545] dq3 min_write_point : 255 [2025-07-31 21:26:46.547] dq3 write_windows : -255 [2025-07-31 21:26:46.549] dq4 max_write_point : 0 [2025-07-31 21:26:46.551] dq4 min_write_point : 255 [2025-07-31 21:26:46.554] dq4 write_windows : -255 [2025-07-31 21:26:46.556] dq5 max_write_point : 0 [2025-07-31 21:26:46.558] dq5 min_write_point : 255 [2025-07-31 21:26:46.560] dq5 write_windows : -255 [2025-07-31 21:26:46.563] dq6 max_write_point : 0 [2025-07-31 21:26:46.565] dq6 min_write_point : 255 [2025-07-31 21:26:46.567] dq6 write_windows : -255 [2025-07-31 21:26:46.569] dq7 max_write_point : 0 [2025-07-31 21:26:46.572] dq7 min_write_point : 255 [2025-07-31 21:26:46.574] dq7 write_windows : -255 [2025-07-31 21:26:46.576] PHY_3e0_read : 0x0 [2025-07-31 21:26:46.578] PHY_3e4_read : 0x0 [2025-07-31 21:26:46.580] PHY_3c4_read : 0xffffffff [2025-07-31 21:26:46.583] PHY_3c8_read : 0xffffffff [2025-07-31 21:26:46.585] dq8 max_write_point : 0 [2025-07-31 21:26:46.586] dq8 min_write_point : 255 [2025-07-31 21:26:46.589] dq8 write_windows : -255 [2025-07-31 21:26:46.592] dq9 max_write_point : 0 [2025-07-31 21:26:46.593] dq9 min_write_point : 255 [2025-07-31 21:26:46.596] dq9 write_windows : -255 [2025-07-31 21:26:46.597] dq10 max_write_point : 0 [2025-07-31 21:26:46.600] dq10 min_write_point : 255 [2025-07-31 21:26:46.602] dq10 write_windows : -255 [2025-07-31 21:26:46.606] dq11 max_write_point : 0 [2025-07-31 21:26:46.607] dq11 min_write_point : 255 [2025-07-31 21:26:46.610] dq11 write_windows : -255 [2025-07-31 21:26:46.612] dq12 max_write_point : 0 [2025-07-31 21:26:46.615] dq12 min_write_point : 255 [2025-07-31 21:26:46.617] dq12 write_windows : -255 [2025-07-31 21:26:46.620] dq13 max_write_point : 0 [2025-07-31 21:26:46.621] dq13 min_write_point : 255 [2025-07-31 21:26:46.624] dq13 write_windows : -255 [2025-07-31 21:26:46.626] dq14 max_write_point : 0 [2025-07-31 21:26:46.628] dq14 min_write_point : 255 [2025-07-31 21:26:46.631] dq14 write_windows : -255 [2025-07-31 21:26:46.633] dq15 max_write_point : 0 [2025-07-31 21:26:46.635] dq15 min_write_point : 255 [2025-07-31 21:26:46.638] dq15 write_windows : -255 [2025-07-31 21:26:47.014] zq value check : 0xc0c0c0c [2025-07-31 21:26:47.041] vref: 0x1 [2025-07-31 21:26:47.051] 0x38c: 1f [2025-07-31 21:26:47.064] PHY_160_zq_result : 0x0 [2025-07-31 21:26:47.066] PHY_280_wrlvl_byte0 : 0xff0080 [2025-07-31 21:26:47.069] PHY_380_wrlvl_byte1 : 0xff0080 [2025-07-31 21:26:47.072] PHY_284_gate_byte0 : 0x280 [2025-07-31 21:26:47.074] PHY_384_gate_byte1 : 0x284 [2025-07-31 21:26:47.077] PHY_2a0_read : 0x0 [2025-07-31 21:26:47.078] PHY_2a4_read : 0x0 [2025-07-31 21:26:47.080] PHY_294_read : 0x7f7f7f7f [2025-07-31 21:26:47.082] PHY_298_read : 0x7f7f7f7f [2025-07-31 21:26:47.084] dq0 max_read_point : 0 [2025-07-31 21:26:47.086] dq0 min_read_point : 127 [2025-07-31 21:26:47.089] dq0 read_windows : -127 [2025-07-31 21:26:47.091] dq1 max_read_point : 0 [2025-07-31 21:26:47.093] dq1 min_read_point : 127 [2025-07-31 21:26:47.095] dq1 read_windows : -127 [2025-07-31 21:26:47.097] dq2 max_read_point : 0 [2025-07-31 21:26:47.099] dq2 min_read_point : 127 [2025-07-31 21:26:47.102] dq2 read_windows : -127 [2025-07-31 21:26:47.105] dq3 max_read_point : 0 [2025-07-31 21:26:47.107] dq3 min_read_point : 127 [2025-07-31 21:26:47.109] dq3 read_windows : -127 [2025-07-31 21:26:47.110] dq4 max_read_point : 0 [2025-07-31 21:26:47.113] dq4 min_read_point : 127 [2025-07-31 21:26:47.115] dq4 read_windows : -127 [2025-07-31 21:26:47.117] dq5 max_read_point : 0 [2025-07-31 21:26:47.120] dq5 min_read_point : 127 [2025-07-31 21:26:47.122] dq5 read_windows : -127 [2025-07-31 21:26:47.123] dq6 max_read_point : 0 [2025-07-31 21:26:47.125] dq6 min_read_point : 127 [2025-07-31 21:26:47.129] dq6 read_windows : -127 [2025-07-31 21:26:47.130] dq7 max_read_point : 0 [2025-07-31 21:26:47.132] dq7 min_read_point : 127 [2025-07-31 21:26:47.135] dq7 read_windows : -127 [2025-07-31 21:26:47.136] PHY_3a0_read : 0x0 [2025-07-31 21:26:47.138] PHY_3a4_read : 0x0 [2025-07-31 21:26:47.139] PHY_394_read : 0x7f7f7f7f [2025-07-31 21:26:47.142] PHY_398_read : 0x7f7f7f7f [2025-07-31 21:26:47.144] dq8 max_read_point : 0 [2025-07-31 21:26:47.146] dq8 min_read_point : 127 [2025-07-31 21:26:47.148] dq8 read_windows : -127 [2025-07-31 21:26:47.151] dq9 max_read_point : 0 [2025-07-31 21:26:47.153] dq9 min_read_point : 127 [2025-07-31 21:26:47.155] dq9 read_windows : -127 [2025-07-31 21:26:47.158] dq10 max_read_point : 0 [2025-07-31 21:26:47.159] dq10 min_read_point : 127 [2025-07-31 21:26:47.162] dq10 read_windows : -127 [2025-07-31 21:26:47.165] dq11 max_read_point : 0 [2025-07-31 21:26:47.166] dq11 min_read_point : 127 [2025-07-31 21:26:47.169] dq11 read_windows : -127 [2025-07-31 21:26:47.170] dq12 max_read_point : 0 [2025-07-31 21:26:47.174] dq12 min_read_point : 127 [2025-07-31 21:26:47.175] dq12 read_windows : -127 [2025-07-31 21:26:47.178] dq13 max_read_point : 0 [2025-07-31 21:26:47.180] dq13 min_read_point : 127 [2025-07-31 21:26:47.183] dq13 read_windows : -127 [2025-07-31 21:26:47.184] dq14 max_read_point : 0 [2025-07-31 21:26:47.187] dq14 min_read_point : 127 [2025-07-31 21:26:47.189] dq14 read_windows : -127 [2025-07-31 21:26:47.191] dq15 max_read_point : 0 [2025-07-31 21:26:47.194] dq15 min_read_point : 127 [2025-07-31 21:26:47.195] dq15 read_windows : -127 [2025-07-31 21:26:47.198] PHY_2e0_read : 0x0 [2025-07-31 21:26:47.200] PHY_2e4_read : 0x0 [2025-07-31 21:26:47.202] PHY_2c4_read : 0xffffffff [2025-07-31 21:26:47.204] PHY_2c8_read : 0xffffffff [2025-07-31 21:26:47.206] dq0 max_write_point : 0 [2025-07-31 21:26:47.208] dq0 min_write_point : 255 [2025-07-31 21:26:47.211] dq0 write_windows : -255 [2025-07-31 21:26:47.213] dq1 max_write_point : 0 [2025-07-31 21:26:47.215] dq1 min_write_point : 255 [2025-07-31 21:26:47.217] dq1 write_windows : -255 [2025-07-31 21:26:47.220] dq2 max_write_point : 0 [2025-07-31 21:26:47.222] dq2 min_write_point : 255 [2025-07-31 21:26:47.224] dq2 write_windows : -255 [2025-07-31 21:26:47.226] dq3 max_write_point : 0 [2025-07-31 21:26:47.229] dq3 min_write_point : 255 [2025-07-31 21:26:47.231] dq3 write_windows : -255 [2025-07-31 21:26:47.233] dq4 max_write_point : 0 [2025-07-31 21:26:47.235] dq4 min_write_point : 255 [2025-07-31 21:26:47.238] dq4 write_windows : -255 [2025-07-31 21:26:47.240] dq5 max_write_point : 0 [2025-07-31 21:26:47.243] dq5 min_write_point : 255 [2025-07-31 21:26:47.244] dq5 write_windows : -255 [2025-07-31 21:26:47.247] dq6 max_write_point : 0 [2025-07-31 21:26:47.249] dq6 min_write_point : 255 [2025-07-31 21:26:47.251] dq6 write_windows : -255 [2025-07-31 21:26:47.253] dq7 max_write_point : 0 [2025-07-31 21:26:47.256] dq7 min_write_point : 255 [2025-07-31 21:26:47.258] dq7 write_windows : -255 [2025-07-31 21:26:47.260] PHY_3e0_read : 0x0 [2025-07-31 21:26:47.262] PHY_3e4_read : 0x0 [2025-07-31 21:26:47.264] PHY_3c4_read : 0xffffffff [2025-07-31 21:26:47.267] PHY_3c8_read : 0xffffffff [2025-07-31 21:26:47.268] dq8 max_write_point : 0 [2025-07-31 21:26:47.271] dq8 min_write_point : 255 [2025-07-31 21:26:47.273] dq8 write_windows : -255 [2025-07-31 21:26:47.276] dq9 max_write_point : 0 [2025-07-31 21:26:47.278] dq9 min_write_point : 255 [2025-07-31 21:26:47.280] dq9 write_windows : -255 [2025-07-31 21:26:47.282] dq10 max_write_point : 0 [2025-07-31 21:26:47.285] dq10 min_write_point : 255 [2025-07-31 21:26:47.286] dq10 write_windows : -255 [2025-07-31 21:26:47.290] dq11 max_write_point : 0 [2025-07-31 21:26:47.291] dq11 min_write_point : 255 [2025-07-31 21:26:47.294] dq11 write_windows : -255 [2025-07-31 21:26:47.296] dq12 max_write_point : 0 [2025-07-31 21:26:47.299] dq12 min_write_point : 255 [2025-07-31 21:26:47.300] dq12 write_windows : -255 [2025-07-31 21:26:47.303] dq13 max_write_point : 0 [2025-07-31 21:26:47.306] dq13 min_write_point : 255 [2025-07-31 21:26:47.308] dq13 write_windows : -255 [2025-07-31 21:26:47.310] dq14 max_write_point : 0 [2025-07-31 21:26:47.313] dq14 min_write_point : 255 [2025-07-31 21:26:47.316] dq14 write_windows : -255 [2025-07-31 21:26:47.317] dq15 max_write_point : 0 [2025-07-31 21:26:47.319] dq15 min_write_point : 255 [2025-07-31 21:26:47.322] dq15 write_windows : -255 [2025-07-31 21:26:47.699] zq value check : 0xc0c0c0c
08-01
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