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openai / supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"
https://arxiv.org/abs/1803.02999
MIT License
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What are 5-shot 5-way Reptile + Transduction hyperparameters? #15

Closed glogowski-wojciech closed 5 years ago

glogowski-wojciech commented 5 years ago

In https://arxiv.org/abs/1803.02999 you show results for 5-shot 5-way Reptile + Transduction. There is no such configuration in README though. Could you share hyperparameters used for transductive 5-shot 5-way?

unixpickle commented 5 years ago

See table 4 in appendix A. The 5-shot 5-way hyper-parameters were the same with and without transduction. Here is the command:

python -u run_miniimagenet.py --inner-batch 10 --inner-iters 8 --meta-step 1 --meta-batch 5 --meta-iters 100000 --eval-batch 15 --eval-iters 50 --learning-rate 0.001 --meta-step-final 0 --train-shots 15 --transductive