{"action":"created","issue":{"url":"https://api.github.com/repos/tornadomeet/ResNet/issues/3","repository_url":"https://api.github.com/repos/tornadomeet/ResNet","labels_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/3/comments","events_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/3/events","html_url":"https://github.com/tornadomeet/ResNet/issues/3","id":173099182,"number":3,"title":"resnet 164 on cifar10","user":{"login":"austingg","id":3223849,"avatar_url":"https://avatars.githubusercontent.com/u/3223849?v=3","gravatar_id":"","url":"https://api.github.com/users/austingg","html_url":"https://github.com/austingg","followers_url":"https://api.github.com/users/austingg/followers","following_url":"https://api.github.com/users/austingg/following{/other_user}","gists_url":"https://api.github.com/users/austingg/gists{/gist_id}","starred_url":"https://api.github.com/users/austingg/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/austingg/subscriptions","organizations_url":"https://api.github.com/users/austingg/orgs","repos_url":"https://api.github.com/users/austingg/repos","events_url":"https://api.github.com/users/austingg/events{/privacy}","received_events_url":"https://api.github.com/users/austingg/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2016-08-25T02:13:55Z","updated_at":"2016-08-25T04:52:27Z","closed_at":null,"body":"I have test the this repository on cifar10 with resnet164.\r\n![curves](https://cloud.githubusercontent.com/assets/3223849/17954115/44688d72-6aab-11e6-9229-4a1b080e1afd.png)\r\n\r\nI have decreased lr at 160, 180, 200 epoch by 10. The begining lr is 0.1.\r\n\r\nThe best top1 accuracy is 94.77%, which is higher on than those in Kaiming's paper (error rate 5.46%).\r\n\r\nI also found an interesting thing, if you train resnet164 with longer epochs at the first lr, the accuracy will be higher than resnet-1001 in Kaiming's paper. However, i haven't save the log. :cry: "},"comment":{"url":"https://api.github.com/repos/tornadomeet/ResNet/issues/comments/242280605","html_url":"https://github.com/tornadomeet/ResNet/issues/3#issuecomment-242280605","issue_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/3","id":242280605,"user":{"login":"mli","id":421857,"avatar_url":"https://avatars.githubusercontent.com/u/421857?v=3","gravatar_id":"","url":"https://api.github.com/users/mli","html_url":"https://github.com/mli","followers_url":"https://api.github.com/users/mli/followers","following_url":"https://api.github.com/users/mli/following{/other_user}","gists_url":"https://api.github.com/users/mli/gists{/gist_id}","starred_url":"https://api.github.com/users/mli/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mli/subscriptions","organizations_url":"https://api.github.com/users/mli/orgs","repos_url":"https://api.github.com/users/mli/repos","events_url":"https://api.github.com/users/mli/events{/privacy}","received_events_url":"https://api.github.com/users/mli/received_events","type":"User","site_admin":false},"created_at":"2016-08-25T04:52:27Z","updated_at":"2016-08-25T04:52:27Z","body":"@austingg how fast is resnet on cifar10? i can borrow your several ec2 g2.8x machine if you want to do more experiments. a g2.8x roughly equals to one k40. "}}
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