GBML
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sungyubkim
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
Thanks so much for the great codes! I was checking the reptile code, and it appears I need to set track_higher_grads=True in the context for this to run. Is there...
Hello, This seems like an error in my torchmeta setup, but wanted to get your perspective if otherwise. thanks in advance - VV (dsai20) dg8965@mb-qs-pp-v100:~/GBML$ python3 main.py --alg=Reptile using gpu:...
Hi Sungyub Kim, Thanks for the great implementation. I have a question about your code here: https://github.com/sungyubkim/GBML/blob/1577e172dc5852267ad0b94cdb9c175a5ca7018e/main.py#L69-L71 Here, you are first training on all the batches in the meta-train set,...
As mentioned in Section 2.2 of "Meta-Learning with Implicit Gradients" paper, regularization term should be added in inner-loop objective function like figure below. however, your code (line 25 of gbml/imaml.py)...
When codes to add meta curvature and iMAML are planned. Any updates.
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A collection of Gradient-Based Meta-Learning Algorithms with pytorch