MAML in pytorch

Performances are reported as best test accuracy. Converged test accuracy might be smaller than or similar to the reported performances.

Comparison to original MAML implementation for Omniglot

	5-way 1-shot	5-way 5-shot	20-way 1-shot	20-way 5-shot
MAML	98.7%	99.9%	95.8%	98.9%
Ours	99.4%	99.9%	92.8%	-

	5-way 1-shot	5-way 5-shot
MAML	48.7%	63.1%
Ours	48.4%	64.8%

Investigate under-performance of 20-way 1-shot omniglot experiments (This is similar behavior to that of https://github.com/katerakelly/pytorch-maml)

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