{"id":20106211,"url":"https://github.com/himkt/lstm_benchmark","last_synced_at":"2025-09-05T23:40:31.382Z","repository":{"id":91120563,"uuid":"152046443","full_name":"himkt/lstm_benchmark","owner":"himkt","description":null,"archived":false,"fork":false,"pushed_at":"2018-10-08T10:47:55.000Z","size":14,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-13T05:08:45.067Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/himkt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-10-08T08:41:25.000Z","updated_at":"2018-10-08T10:47:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"9af86507-65f8-4ce3-a2ce-640831b5a3f2","html_url":"https://github.com/himkt/lstm_benchmark","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/himkt%2Flstm_benchmark","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/himkt%2Flstm_benchmark/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/himkt%2Flstm_benchmark/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/himkt%2Flstm_benchmark/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/himkt","download_url":"https://codeload.github.com/himkt/lstm_benchmark/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241549089,"owners_count":19980475,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-13T17:49:29.236Z","updated_at":"2025-03-02T17:47:32.775Z","avatar_url":"https://github.com/himkt.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Benchmark for Chainer's LSTM and PyTorch's LSTM\n\n\n### GPU\n\n\u003e python benchmark_lstms.py --gpuid 0 --trial 100\n\nhttps://github.com/himkt/lstm_benchmark/blob/master/result/GPU.summary.md\n\n\n### CPU\n\n\u003e python benchmark_lstms.py --gpuid -1 --trial 100\n\nhttps://github.com/himkt/lstm_benchmark/blob/master/result/CPU.summary.md\n\nIt looks PyTorch's LSTM is significantly slow.\n\nPyTorch's LSTM [ellapsed times](https://github.com/himkt/lstm_benchmark/blob/master/result/lstm_pytorch_CPU.time.txt) seems to be unstable.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhimkt%2Flstm_benchmark","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhimkt%2Flstm_benchmark","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhimkt%2Flstm_benchmark/lists"}