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ModelZoo
MLPerf_ResNet50_tensorflow
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d41edf00
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Apr 11, 2023
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liangjing
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@@ -10,6 +10,16 @@ ResNet50网络模型由一系列卷积层、池化层、全局平均池化层和
在ResNet50中,输入图像通过一系列卷积层和池化层进行特征提取,然后通过多个残差块进行深度特征学习。每个残差块包含多个卷积层和跳跃连接,跳跃连接允许信息在残差块内和残差块之间的传递,从而解决了深度神经网络中出现的梯度消失问题。最后,全局平均池化层将特征映射到一个固定长度的向量,该向量再通过全连接层进行分类或回归等任务。
## 目标精度
75.
90% classification
## MLPerf代码参考版本
版本:mlperf_benchmark
原始代码位置:https://github.com/mlcommons/training/tree/master/image_classification/tensorflow2
## 数据集
需使用ImageNET数据集,下载地址:http://image-net.org/challenges/LSVRC/2012/2012-downloads (require an account)
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