Shawn Li

icon indicating an email [email protected]

icon company ETH Zurich icon location Zurich, Switzerland icon location Ph.D. student in computer science at ETH Zurich.

Results 2 issues of Shawn Li

Result is not deterministic because of iterating over Python dictionary

3 comment

https://github.com/dragen1860/MAML-Pytorch/blob/98a00d41724c133bd29619a2fb2cc46dd128a368/MiniImagenet.py#L81 should be changed to `OrderedDict`. Result can't be reproduced because the use of dictionary. Iterating over dict causes randomness. https://github.com/dragen1860/MAML-Pytorch/blob/98a00d41724c133bd29619a2fb2cc46dd128a368/MiniImagenet.py#L68

Re-sampling tasks after each epoch increases the performance

3 comment

The `create_batch` function is only called once when the `MiniImagenet` dataset object is created, which means the tasks sampled are the same in every epoch. I changed the code to...