{"action":"created","issue":{"url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/46","labels_url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/46/labels{/name}","comments_url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/46/comments","events_url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/46/events","html_url":"https://github.com/soumith/convnet-benchmarks/issues/46","id":98644257,"number":46,"title":"[August 2015] Rejigging the marks...","user":{"login":"soumith","id":1310570,"avatar_url":"https://avatars.githubusercontent.com/u/1310570?v=3","gravatar_id":"","url":"https://api.github.com/users/soumith","html_url":"https://github.com/soumith","followers_url":"https://api.github.com/users/soumith/followers","following_url":"https://api.github.com/users/soumith/following{/other_user}","gists_url":"https://api.github.com/users/soumith/gists{/gist_id}","starred_url":"https://api.github.com/users/soumith/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/soumith/subscriptions","organizations_url":"https://api.github.com/users/soumith/orgs","repos_url":"https://api.github.com/users/soumith/repos","events_url":"https://api.github.com/users/soumith/events{/privacy}","received_events_url":"https://api.github.com/users/soumith/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":38,"created_at":"2015-08-02T23:10:32Z","updated_at":"2015-08-28T09:22:23Z","closed_at":null,"body":"With Cudnn R3 coming in, improvements to Nervana, and a new kid on the block called Chainer, faster Facebook kernels, I will be doing a minor re-run of the benchmarks to see how things have improved. \r\n\r\nTarget date: August 15th.\r\n\r\nI am still thinking quite a lot on how to take the benchmarks forward, beyond ConvNets, beyond Images (into NLP, Video and Audio) and beyond single-GPU. If any domain experts have suggestions (especially for Audio and NLP), please do write to me.\r\n\r\nThe only thing that stopped me from multi-GPU benchmarks was the lack of enough frameworks to do benchmarking. This somewhat seemed to have changed, and a decent number of frameworks now support multi-GPU, so will plan on that.\r\n\r\nMore fun to come soon.\r\n\r\nChecklist:\r\n- [x] CuDNN R3\r\n     - fp 16\r\n     - fp 32\r\n- [x] Nervana Neon\r\n     - fp 16\r\n     - fp 32\r\n- [ ] Chainer\r\n- [x] CL-Torch\r\n- [x] CL-Caffe\r\n- [x] FB-CuNN\r\n"},"comment":{"url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/comments/135708416","html_url":"https://github.com/soumith/convnet-benchmarks/issues/46#issuecomment-135708416","issue_url":"https://api.github.com/repos/soumith/convnet-benchmarks/issues/46","id":135708416,"user":{"login":"bhack","id":1710528,"avatar_url":"https://avatars.githubusercontent.com/u/1710528?v=3","gravatar_id":"","url":"https://api.github.com/users/bhack","html_url":"https://github.com/bhack","followers_url":"https://api.github.com/users/bhack/followers","following_url":"https://api.github.com/users/bhack/following{/other_user}","gists_url":"https://api.github.com/users/bhack/gists{/gist_id}","starred_url":"https://api.github.com/users/bhack/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bhack/subscriptions","organizations_url":"https://api.github.com/users/bhack/orgs","repos_url":"https://api.github.com/users/bhack/repos","events_url":"https://api.github.com/users/bhack/events{/privacy}","received_events_url":"https://api.github.com/users/bhack/received_events","type":"User","site_admin":false},"created_at":"2015-08-28T09:22:23Z","updated_at":"2015-08-28T09:22:23Z","body":"@soumith Is Intel framework at https://github.com/01org/idlf testable?"}}