{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/models/issues/3366","repository_url":"https://api.github.com/repos/tensorflow/models","labels_url":"https://api.github.com/repos/tensorflow/models/issues/3366/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/models/issues/3366/comments","events_url":"https://api.github.com/repos/tensorflow/models/issues/3366/events","html_url":"https://github.com/tensorflow/models/issues/3366","id":296291258,"node_id":"MDU6SXNzdWUyOTYyOTEyNTg=","number":3366,"title":"GPU is detected but training starts on the CPU","user":{"login":"VanitarNordic","id":18719591,"node_id":"MDQ6VXNlcjE4NzE5NTkx","avatar_url":"https://avatars0.githubusercontent.com/u/18719591?v=4","gravatar_id":"","url":"https://api.github.com/users/VanitarNordic","html_url":"https://github.com/VanitarNordic","followers_url":"https://api.github.com/users/VanitarNordic/followers","following_url":"https://api.github.com/users/VanitarNordic/following{/other_user}","gists_url":"https://api.github.com/users/VanitarNordic/gists{/gist_id}","starred_url":"https://api.github.com/users/VanitarNordic/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/VanitarNordic/subscriptions","organizations_url":"https://api.github.com/users/VanitarNordic/orgs","repos_url":"https://api.github.com/users/VanitarNordic/repos","events_url":"https://api.github.com/users/VanitarNordic/events{/privacy}","received_events_url":"https://api.github.com/users/VanitarNordic/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":36,"created_at":"2018-02-12T08:02:41Z","updated_at":"2018-07-02T12:15:02Z","closed_at":null,"author_association":"NONE","body":"Hi,\r\n\r\nI have installed the tensorflow-gpu 1.5 or 1.6.rc0 in accompany with Cuda-9.0 and CuDNN-7.0.5\r\nWhen I start training using `train.py`, it detects the GPU, but it starts the training on the CPU and CPU load is 100%. The GPU memory gets filled and its core clocks increases but it does not show any consistent load on the cores.\r\n\r\n```\r\nname: GeForce GTX 1060 6GB major: 6 minor: 1 memoryClockRate(GHz): 1.759\r\npciBusID: 0000:01:00.0\r\ntotalMemory: 6.00GiB freeMemory: 4.97GiB\r\n2018-02-12 11:23:48.533753: I C:\\tf_jenkins\\workspace\\rel-win\\M\\windows-gpu\\PY\\36\\tensorflow\\core\\common_runtime\\gpu\\gpu_device.cc:1308] Adding visible gpu devices: 0\r\n2018-02-12 11:23:57.838951: I C:\\tf_jenkins\\workspace\\rel-win\\M\\windows-gpu\\PY\\36\\tensorflow\\core\\common_runtime\\gpu\\gpu_device.cc:989] Creating TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 4742 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1060 6GB, pci bus id: 0000:01:00.0, compute capability: 6.1)\r\n```\r\n"},"comment":{"url":"https://api.github.com/repos/tensorflow/models/issues/comments/401784703","html_url":"https://github.com/tensorflow/models/issues/3366#issuecomment-401784703","issue_url":"https://api.github.com/repos/tensorflow/models/issues/3366","id":401784703,"node_id":"MDEyOklzc3VlQ29tbWVudDQwMTc4NDcwMw==","user":{"login":"VanitarNordic","id":18719591,"node_id":"MDQ6VXNlcjE4NzE5NTkx","avatar_url":"https://avatars0.githubusercontent.com/u/18719591?v=4","gravatar_id":"","url":"https://api.github.com/users/VanitarNordic","html_url":"https://github.com/VanitarNordic","followers_url":"https://api.github.com/users/VanitarNordic/followers","following_url":"https://api.github.com/users/VanitarNordic/following{/other_user}","gists_url":"https://api.github.com/users/VanitarNordic/gists{/gist_id}","starred_url":"https://api.github.com/users/VanitarNordic/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/VanitarNordic/subscriptions","organizations_url":"https://api.github.com/users/VanitarNordic/orgs","repos_url":"https://api.github.com/users/VanitarNordic/repos","events_url":"https://api.github.com/users/VanitarNordic/events{/privacy}","received_events_url":"https://api.github.com/users/VanitarNordic/received_events","type":"User","site_admin":false},"created_at":"2018-07-02T12:15:02Z","updated_at":"2018-07-02T12:15:02Z","author_association":"NONE","body":"@Sri06006 \r\n\r\nthat's a basic consideration for installing GPU related packages that majority of us has correctly installed them and it already shows GPU "}}
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