{"action":"created","issue":{"url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/278","repository_url":"https://api.github.com/repos/tiny-dnn/tiny-dnn","labels_url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/278/labels{/name}","comments_url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/278/comments","events_url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/278/events","html_url":"https://github.com/tiny-dnn/tiny-dnn/issues/278","id":171159587,"number":278,"title":"Deconvolutional layer crash","user":{"login":"pi-null-mezon","id":5991537,"avatar_url":"https://avatars.githubusercontent.com/u/5991537?v=3","gravatar_id":"","url":"https://api.github.com/users/pi-null-mezon","html_url":"https://github.com/pi-null-mezon","followers_url":"https://api.github.com/users/pi-null-mezon/followers","following_url":"https://api.github.com/users/pi-null-mezon/following{/other_user}","gists_url":"https://api.github.com/users/pi-null-mezon/gists{/gist_id}","starred_url":"https://api.github.com/users/pi-null-mezon/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pi-null-mezon/subscriptions","organizations_url":"https://api.github.com/users/pi-null-mezon/orgs","repos_url":"https://api.github.com/users/pi-null-mezon/repos","events_url":"https://api.github.com/users/pi-null-mezon/events{/privacy}","received_events_url":"https://api.github.com/users/pi-null-mezon/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":12,"created_at":"2016-08-15T12:20:20Z","updated_at":"2016-08-16T13:59:58Z","closed_at":null,"body":"Hi, I try to use such architecture:\r\n```\r\nnetwork<sequential> net;\r\nnet << convolutional_layer<relu>(size.width, size.height, 3, channels, 3, padding::same)\r\n        << average_pooling_layer<relu>(size.width, size.height, 3, 2)\r\n        << average_unpooling_layer<relu>(size.width/2, size.height/2, 3, 2)\r\n        << deconvolutional_layer<relu>(size.width,size.height,3,3,3,padding::same)\r\n        << fully_connected_layer<tan_h>(size.width * size.height * 3, 3*labels)\r\n        << fully_connected_layer<activation::tan_h>(3 * labels, labels);\r\n```\r\nbut when call train() my application crashes (MSVC2013x86, size.width=32, size,height = 48). If I just comment line with deconvolutional_layer all works properly. It seems deconvolutional_layer has an issue.   "},"comment":{"url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/comments/240110313","html_url":"https://github.com/tiny-dnn/tiny-dnn/issues/278#issuecomment-240110313","issue_url":"https://api.github.com/repos/tiny-dnn/tiny-dnn/issues/278","id":240110313,"user":{"login":"pi-null-mezon","id":5991537,"avatar_url":"https://avatars.githubusercontent.com/u/5991537?v=3","gravatar_id":"","url":"https://api.github.com/users/pi-null-mezon","html_url":"https://github.com/pi-null-mezon","followers_url":"https://api.github.com/users/pi-null-mezon/followers","following_url":"https://api.github.com/users/pi-null-mezon/following{/other_user}","gists_url":"https://api.github.com/users/pi-null-mezon/gists{/gist_id}","starred_url":"https://api.github.com/users/pi-null-mezon/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pi-null-mezon/subscriptions","organizations_url":"https://api.github.com/users/pi-null-mezon/orgs","repos_url":"https://api.github.com/users/pi-null-mezon/repos","events_url":"https://api.github.com/users/pi-null-mezon/events{/privacy}","received_events_url":"https://api.github.com/users/pi-null-mezon/received_events","type":"User","site_admin":false},"created_at":"2016-08-16T13:59:58Z","updated_at":"2016-08-16T13:59:58Z","body":"I know, but Microsoft debug tools are not included in Visual Studio Community edition, so I can'not  debug project and research stack. Previously, when i wrote \"Debug mode\", i meant with Qt debug libraries. It is interesting to mention that Qt Creator on my PC also contains MINGW 5.3.2.0 compiler and debug tools for it. But MINGW build always crashes at train() call (for all networks that i have tried and for all networks on which Microsoft compiler works well). Maybe another issue should be opened?    "}}
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