{"action":"created","issue":{"url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/109","repository_url":"https://api.github.com/repos/Xtra-Computing/thundersvm","labels_url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/109/labels{/name}","comments_url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/109/comments","events_url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/109/events","html_url":"https://github.com/Xtra-Computing/thundersvm/issues/109","id":382641467,"node_id":"MDU6SXNzdWUzODI2NDE0Njc=","number":109,"title":"Slower training using thunderSVM compared to scikit-learn","user":{"login":"abbyDC","id":15419597,"node_id":"MDQ6VXNlcjE1NDE5NTk3","avatar_url":"https://avatars0.githubusercontent.com/u/15419597?v=4","gravatar_id":"","url":"https://api.github.com/users/abbyDC","html_url":"https://github.com/abbyDC","followers_url":"https://api.github.com/users/abbyDC/followers","following_url":"https://api.github.com/users/abbyDC/following{/other_user}","gists_url":"https://api.github.com/users/abbyDC/gists{/gist_id}","starred_url":"https://api.github.com/users/abbyDC/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/abbyDC/subscriptions","organizations_url":"https://api.github.com/users/abbyDC/orgs","repos_url":"https://api.github.com/users/abbyDC/repos","events_url":"https://api.github.com/users/abbyDC/events{/privacy}","received_events_url":"https://api.github.com/users/abbyDC/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-11-20T12:29:10Z","updated_at":"2018-11-21T04:31:17Z","closed_at":null,"author_association":"NONE","body":"I've installed thunderSVM on my machine with gpu support with no errors but it seems like training doesn't speed up.\r\n \r\nCode used: I used the sample code for scikit-learn wrapper interface\r\n\r\nIssue: I tried running the code with thunderSVMscikit package and the training time is around 0.3s. When I changed the package back to scikit.svm then the training time become 0.009s.\r\n\r\nIs there a parameter that I'm missing to activate the gpu support/to properly train using thunderSVM? Thanks in advance! "},"comment":{"url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/comments/440526728","html_url":"https://github.com/Xtra-Computing/thundersvm/issues/109#issuecomment-440526728","issue_url":"https://api.github.com/repos/Xtra-Computing/thundersvm/issues/109","id":440526728,"node_id":"MDEyOklzc3VlQ29tbWVudDQ0MDUyNjcyOA==","user":{"login":"zeyiwen","id":6183481,"node_id":"MDQ6VXNlcjYxODM0ODE=","avatar_url":"https://avatars3.githubusercontent.com/u/6183481?v=4","gravatar_id":"","url":"https://api.github.com/users/zeyiwen","html_url":"https://github.com/zeyiwen","followers_url":"https://api.github.com/users/zeyiwen/followers","following_url":"https://api.github.com/users/zeyiwen/following{/other_user}","gists_url":"https://api.github.com/users/zeyiwen/gists{/gist_id}","starred_url":"https://api.github.com/users/zeyiwen/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zeyiwen/subscriptions","organizations_url":"https://api.github.com/users/zeyiwen/orgs","repos_url":"https://api.github.com/users/zeyiwen/repos","events_url":"https://api.github.com/users/zeyiwen/events{/privacy}","received_events_url":"https://api.github.com/users/zeyiwen/received_events","type":"User","site_admin":false},"created_at":"2018-11-21T04:31:17Z","updated_at":"2018-11-21T04:31:17Z","author_association":"COLLABORATOR","body":"Your data set seems to be too small to demonstrate the superiority of GPUs. I suggest you use a bigger data set to compare the libraries."}}
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