{"id":15443458,"url":"https://github.com/tonyz0x0/ts-cnn-benchmark","last_synced_at":"2026-05-02T09:32:25.441Z","repository":{"id":133816661,"uuid":"181015235","full_name":"tonyz0x0/ts-cnn-benchmark","owner":"tonyz0x0","description":"The CNN benchmark test on Tensorflow","archived":false,"fork":false,"pushed_at":"2019-06-13T03:05:21.000Z","size":118894,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-02T08:27:43.651Z","etag":null,"topics":["python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tonyz0x0.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2019-04-12T13:37:03.000Z","updated_at":"2019-06-13T03:05:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"8691dc20-85cf-4e97-8d8c-ff722fe0e575","html_url":"https://github.com/tonyz0x0/ts-cnn-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/tonyz0x0%2Fts-cnn-benchmark","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonyz0x0%2Fts-cnn-benchmark/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonyz0x0%2Fts-cnn-benchmark/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonyz0x0%2Fts-cnn-benchmark/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tonyz0x0","download_url":"https://codeload.github.com/tonyz0x0/ts-cnn-benchmark/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245991561,"owners_count":20706125,"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":["python","tensorflow"],"created_at":"2024-10-01T19:35:03.486Z","updated_at":"2026-05-02T09:32:25.346Z","avatar_url":"https://github.com/tonyz0x0.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cnn\n\n- Varied the size of training data\n\nChange the batch size can achieve the goal.\n\n- Varied the dataset\n\nWe use **cifar** and **svhn** these two datasets.\n\n- Varied the version of TensorFlow application(CPU version or GPU version)\n\nTo use CPU and GPU can explicitly be configured by the options variable.\n\n- Varied the number of CPU or GPU\n\nThe number of CPUs and GPUs can explicitly be configured by the options variable\n\nhttps://ryannng.github.io/2016/12/20/Street-View-House-Numbers-Recognition-Using-ConvNets/\n\nhttps://stackoverflow.com/questions/37660312/how-to-run-tensorflow-on-cpu\n\nhttps://stackoverflow.com/questions/41233635/meaning-of-inter-op-parallelism-threads-and-intra-op-parallelism-threads/41233901#41233901\n\nProfile Module Usage: https://zhuanlan.zhihu.com/p/40156908\n\n## How to run\n\n```bash\n# Run tensorboard\n$ tensorboard --logdir ~/workplace/cnn/logs/cifar10_eval\n\n# Run train\n$  python src/cifar10_train.py\n\n# Run eval\n$ python src/cifar10_eval.py\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonyz0x0%2Fts-cnn-benchmark","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftonyz0x0%2Fts-cnn-benchmark","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonyz0x0%2Fts-cnn-benchmark/lists"}