更新日志 ======== 版本 0.15.3 - 2022.12.09 ------------------------ Bug修复 ^^^^^^^ * Relax aiohttp version for Python>3.9 版本 0.15.2 - 2022.11.02 ------------------------ 主要更新 ^^^^^^^^ * Relate entrypoint & output to train task rather than algo Bug修复 ^^^^^^^ * Sync algo name with Gitea: update and rules 版本 0.15.1 - 2022.10.10 ------------------------ Bug修复 ^^^^^^^ * Quote non-standard password for git fetch & push 版本 0.15.0 - 2022.09.29 ------------------------ 主要更新 ^^^^^^^^ * Support multiple dataset IDs in quick_train * Adapt to backend permission update in SDK 版本 0.14.2 - 2022.09.06 ------------------------ 主要更新 ^^^^^^^^ * Send comma-sep owner IDs when algo save in SDK 版本 0.14.1 - 2022.08.29 ------------------------ 主要更新 ^^^^^^^^ * Fix spaces in mount paths & support multiple models in quick_train 版本 0.14.0 - 2022.08.22 ------------------------ 主要更新 ^^^^^^^^ * Support PyTorch distributed training via Volcano Jobs * Adapt backend permission modification 版本 0.13.2 - 2022.06.28 ------------------------ 主要更新 ^^^^^^^^ * Use task_description as algo commit message in quick_train 版本 0.13.1 - 2022.06.21 ------------------------ 主要更新 ^^^^^^^^ * Add algorithm name verification * More intuitive way to specify resources in `quick_train`` * More intuitive err msg for uncommitted local algo in SDK `quick_start` 版本 0.13.0 - 2022.06.15 ------------------------ 主要更新 ^^^^^^^^ * Remove deprecated code in backend, frontend & SDK 版本 0.12.3 - 2022.04.08 ------------------------ 主要更新 ^^^^^^^^ * Remove deprecated elements to be removed in 0.12.3 版本 0.12.2 - 2022.03.31 ------------------------ Bug修复 ^^^^^^^ * Fix version of urllib3 & requests * Discard custom algo default train_params 版本 0.12.1 - 2022.03.23 ------------------------ 主要更新 ^^^^^^^^ * Remove evaluate_task related things 版本 0.12.0 - 2022.03.04 ------------------------ 主要更新 ^^^^^^^^ * Add basic retry on API requests Bug修复 ^^^^^^^ * Adopt HTTP header naming convention Secret-Key instead of `secret_key` * Fix unexpected public projects by setting default visibility to private 版本 0.11.11 - 2022.01.11 ------------------------- 主要更新 ^^^^^^^^ * Support mounting pretrain task's results dir in quick_train * Add task description in quick_train * Prepare for Gitea integration: use git to push algo Bug修复 ^^^^^^^ * Make meaningful names for algo & dset in quick_start * Align return type for remote/local algo syncing 版本 0.11.10 - 2021.12.24 ------------------------- 主要更新 ^^^^^^^^ * Support (roughly) model mount in quick_train * Support both QuotaGroup's ID and name in quick_train 版本 0.11.9 - 2021.12.17 ------------------------ 主要更新 ^^^^^^^^ * Use tqdm in SyncResourceUploader 文档与示例 ^^^^^^^^^^ * Fix missing changes in docs since 0.10.8 Bug修复 ^^^^^^^ * Use if/else instead of try/catch in sync_algorithm 版本 0.11.8 - 2021.12.03 ------------------------ 主要更新 ^^^^^^^^ * Normalize internal logger with basicConfig & formats * Show besteffort quota group in CLI quota ls 文档与示例 ^^^^^^^^^^ * Add notice in doc for flag support in quick_train Bug修复 ^^^^^^^ * Add algorithm output directory path check * Use SyncResourceUploader by default, more stable across OSs * Sync metadata when using remote algo in quick_train 其他 ^^^^ * Use GA to publish dist to PyPI 版本 0.11.7 - 2021.11.10 ------------------------ 主要更新 ^^^^^^^^ * Run/save training with/to all-in-one config file * Remake CLI log command with log streaming capability * Support resource request in HPO * Show QuotaGroup ID in quota ls command * Show config saved path in run training --save 文档与示例 ^^^^^^^^^^ * Note for fake credentials in quickstart docs * Emphasize resource request for one training in HPO docs * Update some quickstart examples & docs with resource request Bug修复 ^^^^^^^ * Eliminate ending slash in host URL * Ensure session close to avoid unexpected connection reset * Fix --save flag type & remove debugging print 版本 0.11.0 - 2021.09.15 ------------------------ 主要更新 ^^^^^^^^ * Support gpu_mem in quick_train * Possible to specify mirror's name in quick_train * Adapt HPO feature to backend-integrated HPO API * Possible to omit dataset in quick_train * Load details when getting train tasks in HPO * Possible to change mirror on existing custom algo * Adapt to backend log API changes * Possible to change mirror name in HPO * Fetch HPO tasks explicitly from backend API * Handle quickstart default & custom project * Add QuotaGroup listing/detail APIs * CLI v2 文档与示例 ^^^^^^^^^^ * Add PyTorch CNN example Bug修复 ^^^^^^^ * Accept empty list in all get_list methods * Do not generate anylearn_tools.py for custom algo * Fix quickstart algo upload not aborting when error * HOTFIX: force state check when re-upload algo 其他 ^^^^ * Yet another GA split-up for better balancing quota 版本 0.10.8 - 2021.07.07 ------------------------- 注：为了与Anylearn其他组件版本保持相对一致，跳过0.10.7版本。 主要更新 ^^^^^^^^ * Add unfinished train tasks' resuming * 训练任务里面封装模型转存接口 * SDK用户接口封装 * 验证资源下载参数 * Avoid duplicated resource upload by checksum * Add auto-HPO powered by NNI * 添加设置用户计算资源数接口 * 添加训练任务描述 * Add custom algo handling by name, optimize custom algo logic 文档与示例 ^^^^^^^^^^ * Update docs outlines and contents * Reorganize jupyter notebook examples * 完善API参考文档中接口封装的部分 * Update resuming example with training object ref loss Bug修复 ^^^^^^^ * Fix embedded return typing by future annotations * Fix user register request (send data by 'data' not 'files'...) 其他 ^^^^ * Add multi-os in testing action * Add script to clean remote resources tagged SDK * Split testing CI running only ubuntu-py37 in Dmagine * 为默认值None添加Optional类型 版本 0.10.6 - 2021.05.11 ------------------------- 主要更新 ^^^^^^^^ * Add serving interfaces and an example in Jupyter notebook * Add project and train_task interfaces * Add quick training of non-standard algorithm (SDK "quick start") * Finish eval basic interfaces with unit tests * Add quick evaluation of non-standard algorithm (SDK "quick start") * Rename quick train/evaluate to quickstart * 封装资源下载接口，训练任务新增模型导出 * Add local DB-ORM with basic models and migration boilerplate * SDK汇报训练最终和中间结果指标 * Formalize meta files for distribution * Add in-container tracking by metric reporting in training * Add GPU sharing for services * Make config static and friendly for testing * Add ID inputs and resource (created) outputs in quickstart * Add basic CLI (anylearnctl) required for HPO 文档与示例 ^^^^^^^^^^ * 增加数据集管理示例 * Add multi-version docs publishing to gh-pages * Update README.md with public docs' URL * Add example following CRISP-DM (wind power prediction) Bug修复 ^^^^^^^ * Auto create anylearn_tools.py for local algo * DO NOT override data path passed in hyperparams * Fix quick eval params overriding and downloader return value * HOT FIX: add GPU num selection for quickstart * HOT FIX: send gpu_num when creating train tasks 其他 ^^^^ * Add sync to thulab/Anylearn-sdk