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yizt avatar yizt commented on September 13, 2024 1

@msnh2012 纯numpy,估计速度很慢,所有没有没有弄很多层;不过,你提的是个好建议,周末测试一下vgg16看看,有结果,给你消息哈

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yizt avatar yizt commented on September 13, 2024 1

@msnh2012 用vgg11在cifar10上测试验证了下;当然速度是很慢很慢的,batch-size为32,训练一个step大概1分钟;训练1w步后,模型在测试集上精度为0.576;详见3_1-VGG.md

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yizt avatar yizt commented on September 13, 2024

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msnh2012 avatar msnh2012 commented on September 13, 2024

用numpy重构下一些基础网络,然后加载tensorflow pb数据,进行前向运算

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yizt avatar yizt commented on September 13, 2024

@msnh2012 没有测试过,请问tensorflow pb的数据指定是mnist,cifar还是其它的?

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msnh2012 avatar msnh2012 commented on September 13, 2024

都行呀,比如构建个VGG16试试,看可行不可行。

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msnh2012 avatar msnh2012 commented on September 13, 2024

可能训练是不太理想,inference应该还行

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