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Bump commons-beanutils from 1.8.3 to 1.9.4 in /omega-engine-v3 #8

Commits on Aug 6, 2019

  1. Initial commit

    iangellove committed Aug 6, 2019
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  2. init project

    iangellove committed Aug 6, 2019
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  3. Configuration menu
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  4. 修改测试配置文件

    iangellove committed Aug 6, 2019
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Commits on Apr 1, 2021

  1. clear

    iangellove committed Apr 1, 2021
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  2. 项目初始化

    iangellove committed Apr 1, 2021
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  3. Delete README.md

    delete
    iangellove committed Apr 1, 2021
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Commits on May 6, 2021

  1. 调整demo参数

    iangellove committed May 6, 2021
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  2. Configuration menu
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Commits on Jul 15, 2021

  1. v2版本上线

    版本 2.0.0.1
    1.优化卷积方法,采用im2col代替原有卷积操作,使用ejml代替原有矩阵乘法,从而提升卷积操作的计算效率.
    2.加入多线程,采用线程池提升总体计算效率,线程任务以batchSize分发,以单个样本训练为一个任务单元.
    3.新增BN层(Batch Normalization)实现,使用批归一化操作可以使得模型的训练速度大大提高,同时可一定程度上避免梯度消失或梯度爆炸.
    4.新增Adam Optimizer(Adam优化器).
    5.优化Momentum优化器实现.
    6.新增UpdaterFactory(优化器工厂).
    7.新增LeakyRelu层,leakyRelu激活函数对比Relu函数,可避免隐加权求和之后结果为负数而导致的梯度为0的情况.
    8.新增Dropout层实现,使用dropout操作可以一定程度上减轻过拟合现象.
    9.细化矩阵操作工具类
      9.1 MatrixOperation类封装矩阵运算操作.
      9.2 PrintUtils类封装矩阵打印操作.
      9.3 RandomUtils类封装随机数生成操作.
      9.4 MatrixUtils类封装矩阵创建,初始化等操作.
    10.添加模型保存功能,保存格式为json对象.
    iangellove committed Jul 15, 2021
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  2. Update README.md

    iangellove committed Jul 15, 2021
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  3. Update README.md

    iangellove committed Jul 15, 2021
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Commits on Jul 15, 2022

  1. v3版本更新

    iangellove committed Jul 15, 2022
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  2. Bump commons-beanutils from 1.8.3 to 1.9.4 in /omega-engine-v3

    Bumps commons-beanutils from 1.8.3 to 1.9.4.
    
    ---
    updated-dependencies:
    - dependency-name: commons-beanutils:commons-beanutils
      dependency-type: direct:production
    ...
    
    Signed-off-by: dependabot[bot] <support@github.com>
    dependabot[bot] committed Jul 15, 2022
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