{"action":"closed","issue":{"url":"https://api.github.com/repos/openai/supervised-reptile/issues/7","repository_url":"https://api.github.com/repos/openai/supervised-reptile","labels_url":"https://api.github.com/repos/openai/supervised-reptile/issues/7/labels{/name}","comments_url":"https://api.github.com/repos/openai/supervised-reptile/issues/7/comments","events_url":"https://api.github.com/repos/openai/supervised-reptile/issues/7/events","html_url":"https://github.com/openai/supervised-reptile/issues/7","id":310252959,"number":7,"title":"Difference between shots and train_shots","user":{"login":"nattari","id":7510353,"avatar_url":"https://avatars1.githubusercontent.com/u/7510353?v=4","gravatar_id":"","url":"https://api.github.com/users/nattari","html_url":"https://github.com/nattari","followers_url":"https://api.github.com/users/nattari/followers","following_url":"https://api.github.com/users/nattari/following{/other_user}","gists_url":"https://api.github.com/users/nattari/gists{/gist_id}","starred_url":"https://api.github.com/users/nattari/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/nattari/subscriptions","organizations_url":"https://api.github.com/users/nattari/orgs","repos_url":"https://api.github.com/users/nattari/repos","events_url":"https://api.github.com/users/nattari/events{/privacy}","received_events_url":"https://api.github.com/users/nattari/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-03-31T16:27:30Z","updated_at":"2018-04-01T14:39:13Z","closed_at":"2018-04-01T14:39:13Z","author_association":"NONE","body":"I believe num_shots in the code explain number of examples for each class. In the train function the initialization is given as \"num_shots = train_shots or num_shots\". \r\n\r\nNow for 1-shot 5-way example (given), \r\npython -u run_omniglot.py --shots 1 --inner-batch 25 --inner-iters 3 --meta-step 1 --meta-batch 10 --meta-iters 100000 --eval-batch 25 --eval-iters 5 --learning-rate 0.001 --meta-step-final 0 --train-shots 15 --checkpoint ckpt_o15t --transductive\r\n\r\nFor above case, train-shots = 15 and shots=1, now num_shots in the code would get 15 but it should be 1 as it is one example per class (1-shot, 5-way). Maybe I am missing something, can you please clarify?\r\n"}}
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