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deeplearning4j-issues

希望构建一个deeplearning4j问题解决的仓库 如果大家有发现什么问题,并且在群里面解决了之后。可以书写一个文档让后来学习的人便于查阅学习。

deeplearning4j 教程

视频教程列表:Deeplearning4j - 入门视频

哔哩哔哩直达地址:https://space.bilibili.com/327018681/#/

群号: 289058486

源码阅读

  1. deeplearning4j-denselayer训练源码阅读
  2. deeplearning4j梯度标准化策略.pdf
  3. deeplearning4j学习率衰减策略.pdf

模型保存

  1. Deeplearning4j-模型保存至HDFS.pdf
  2. Spark-Dl4jMultiLayer模型存储.pdf

学习总结

  1. BaseNDArray中的四个矩阵相乘方法小结.pdf
  2. Deeplearning4j - ND4j方法快速索引.pdf
  3. DeepLearning4j-使用Java训练YOLO模型.pdf
  4. Deeplearning4j - 使用nd4j导入tensorflow模型.pdf
  5. Deeplearning4j分布式训练:梯度共享.pdf
  6. Deeplearning4j的本机CPU优化.pdf
  7. Java构建汽车无人驾驶:汽车目标检测.pdf
  8. ND4J-DL4J的内存管理:工作原理.pdf
  9. ND4J读取图片.pdf
  10. 卷积神经网络常见结构.pdf
  11. 工作区指南.pdf
  12. 获取AutoEncoder中间层输出.pdf
  13. 超参数总结

GPU使用

  1. Cuda8下载地址,以及使用GPU部分配置选项.pdf
  2. Deeplearning4j-使用Cuda 9.1和 Cudnn7.1 加速模型训练.pdf
  3. 下载cuDNN历史版本方法.pdf
  4. 在Deeplearning4j中使用cuDNN.pdf

问题解决

  1. Deeplearning4j - 使用SparkComputationGraph构建网络UI不能正常监控.pdf
  2. Dl4j使用Spark分布式训练指定CPU后端训练.pdf
  3. Intel MKL FATAL ERROR-Cannot load mkl_intel_thread.dll.pdf

其他资料

  1. DeepLearning4j安装部署文档.pdf
  2. Visualizing and Understanding CNNs.pdf
  3. 《基于Java的开源深度学习框架-Deeplearning4j的介绍与实例分享+》-万宫玺-AI研习社社区分享版
  4. 数据集网址集合.pdf

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