Comments (4)
hi, maybe you need enlarge the default epoches. I trained it and got 46% with no modification.
Since it involves 2nd order derivative, so the gpu memory occupy is extremely demanding. Maybe you can scale the task number down to try larger channels. But on the other hand, any changes will harm the performance.
MAML is really sensitive.
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I also cannot reproduce the result using the default para.
The result for 5 way 1 shot is 42.94%. How can I address this issue.
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Hi, my performance report in readme file is true. just enlarge training epoch.
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hi,The results of my running are as follows:
“Test acc: [0.2012 0.5845 0.6074 0.613 0.6143 0.6147]”
I ran the code for six hours in Tesla k80 ,miniImageNet-5-way-1-shot
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Related Issues (20)
- why use custom grad clip function?
- omniglot dataset download error HOT 1
- Does the hessian really gets computed? HOT 1
- Can you please add a 1-d CNN model to the learner.
- Incorrect losses_q HOT 3
- about dataset spiltting
- create_graph parameter is False hence first-order MAML? HOT 1
- Asking about inner and outer loop
- 您好,对于代码有两个问题,请教您一下,谢谢 HOT 3
- About training and testing HOT 6
- can you offer us your requirements of environment?
- Why is `for epoch in range(args.epoch // 10000):` HOT 2
- Why the code for Learner is so complicated? HOT 1
- 请问模型权值文件在哪里进行保存?代码在哪里? HOT 1
- debug
- Using the Learner object for my project, Loss not behaving at its best
- About accuracy HOT 6
- What is the backup file for and what is the reference navie5 in navie5?
- 准确率不变 HOT 4
- 训练自己的数据集
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