{"action":"created","issue":{"url":"https://api.github.com/repos/tornadomeet/ResNet/issues/1","repository_url":"https://api.github.com/repos/tornadomeet/ResNet","labels_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/1/labels{/name}","comments_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/1/comments","events_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/1/events","html_url":"https://github.com/tornadomeet/ResNet/issues/1","id":172768864,"number":1,"title":"resnet 152","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},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":22,"created_at":"2016-08-23T18:14:53Z","updated_at":"2016-09-14T04:25:24Z","closed_at":"2016-08-30T03:37:43Z","body":"i'm running the 152 layer model using the default hyper-parameters, will update the results on this issue\r\n\r\ncurrent progress\r\n\r\n```\r\nINFO:root:Epoch[10] Batch [4850]        Speed: 298.15 samples/sec       Train-accuracy=0.447188\r\nINFO:root:Epoch[10] Batch [4850]        Speed: 298.15 samples/sec       Train-top_k_accuracy_5=0.697656\r\nINFO:root:Epoch[10] Batch [4900]        Speed: 298.05 samples/sec       Train-accuracy=0.445703\r\nINFO:root:Epoch[10] Batch [4900]        Speed: 298.05 samples/sec       Train-top_k_accuracy_5=0.699609\r\nINFO:root:Epoch[10] Batch [4950]        Speed: 297.75 samples/sec       Train-accuracy=0.444453\r\nINFO:root:Epoch[10] Batch [4950]        Speed: 297.75 samples/sec       Train-top_k_accuracy_5=0.695312\r\nINFO:root:Epoch[10] Batch [5000]        Speed: 298.33 samples/sec       Train-accuracy=0.443906\r\nINFO:root:Epoch[10] Batch [5000]        Speed: 298.33 samples/sec       Train-top_k_accuracy_5=0.690469\r\nINFO:root:Epoch[10] Resetting Data Iterator\r\nINFO:root:Epoch[10] Time cost=4299.024\r\nINFO:root:Saved checkpoint to \"model/resnet-imagenet-152-0011.params\"\r\nINFO:root:Epoch[10] Validation-accuracy=0.507553\r\nINFO:root:Epoch[10] Validation-top_k_accuracy_5=0.765446\r\nINFO:root:Epoch[11] Batch [50]  Speed: 306.66 samples/sec       Train-accuracy=0.444453\r\nINFO:root:Epoch[11] Batch [50]  Speed: 306.66 samples/sec       Train-top_k_accuracy_5=0.694766\r\nINFO:root:Epoch[11] Batch [100] Speed: 298.39 samples/sec       Train-accuracy=0.444609\r\nINFO:root:Epoch[11] Batch [100] Speed: 298.39 samples/sec       Train-top_k_accuracy_5=0.694141\r\nINFO:root:Epoch[11] Batch [150] Speed: 298.08 samples/sec       Train-accuracy=0.439922\r\nINFO:root:Epoch[11] Batch [150] Speed: 298.08 samples/sec       Train-top_k_accuracy_5=0.691719\r\n```"},"comment":{"url":"https://api.github.com/repos/tornadomeet/ResNet/issues/comments/246903087","html_url":"https://github.com/tornadomeet/ResNet/issues/1#issuecomment-246903087","issue_url":"https://api.github.com/repos/tornadomeet/ResNet/issues/1","id":246903087,"user":{"login":"liuzhuang13","id":8370623,"avatar_url":"https://avatars.githubusercontent.com/u/8370623?v=3","gravatar_id":"","url":"https://api.github.com/users/liuzhuang13","html_url":"https://github.com/liuzhuang13","followers_url":"https://api.github.com/users/liuzhuang13/followers","following_url":"https://api.github.com/users/liuzhuang13/following{/other_user}","gists_url":"https://api.github.com/users/liuzhuang13/gists{/gist_id}","starred_url":"https://api.github.com/users/liuzhuang13/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/liuzhuang13/subscriptions","organizations_url":"https://api.github.com/users/liuzhuang13/orgs","repos_url":"https://api.github.com/users/liuzhuang13/repos","events_url":"https://api.github.com/users/liuzhuang13/events{/privacy}","received_events_url":"https://api.github.com/users/liuzhuang13/received_events","type":"User","site_admin":false},"created_at":"2016-09-14T04:25:24Z","updated_at":"2016-09-14T04:25:24Z","body":"@tornadomeet @mli  thank you! but unfortunately I don't have that many GPUs to try out. I saw there were both 512 and 256 in the first figure, and 512 seems to be better so I'm curious. Thanks"}}
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