Danling

Commits
- dfa2bb1: fixes NestedTensor in metrics (Zhiyuan Chen)
- bacfbc2: [pre-commit.ci] pre-commit autoupdate (12) (pre-commit-ci[bot]) [12](https://github.com/ZhiyuanChen/DanLing/pull/12)
- 3d7a712: [pre-commit.ci] pre-commit autoupdate (13) (pre-commit-ci[bot]) [13](https://github.com/ZhiyuanChen/DanLing/pull/13)
- 1104e3d: rename steps to total_steps in LRScheduler (Zhiyuan Chen)
- feb0d0b: [pre-commit.ci] pre-commit autoupdate (14) (pre-commit-ci[bot]) [14](https://github.com/ZhiyuanChen/DanLing/pull/14)
- 54031e5: refactor result system (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 636886a: support train/evaluate/inference (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 6c884c4: fix is_best raises KeyError when results is empty (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 98621d0: supoort dict as input data (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- c4f71c2: fix epoch log when epoch is 0 (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 5652be7: merge average_meters (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 6864e3f: fix docs of metrics (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- b22e909: support autocast in default train_epoch (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2d3ab9c: minor improvements (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- c6166ee: merge RunnerBase into BaseRunner (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 1d5c67a: support __post_init__ (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 4f57415: auto prepares objects (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2c3b3f5: deprecate pass args & kwargs to build runner (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2b6fda9: improve deepspeed support (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 85f15ec: reorganise code (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 1a8c27a: fixes compatibilities with previous python (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 5b346d7: fixes requirements (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 145148c: add index in best_result/latest_result (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2e2406d: auto create dataloader (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- ef04898: fix print in step_log (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2315e91: remove patience from state, make it optional (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 8c2fc5d: fix writer and logging (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- beaa5d2: train/eval now accepts a list of splits (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 982ac83: update deepspeed config preprocess (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 171cdb7: support NestedTensor in Metrics (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 4e6722f: remove danling.registry (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 6d39448: add metrics.functional (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 4b07c73: fixes results (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 2ba08e2: rename IndexMetrics to ScoreMetrics (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 277f14b: move loss backward to step (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- e7329fa: report result to nni (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 1149708: fixes conflicting names (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 23102d3: fixes results (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- eb17e49: fixes batch_size (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 18a3f2b: fixes deepspeed init (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 96e1d30: fixes docs (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- f20b19c: no longer auto prepare LRScheduler (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- e6f7c2b: move step implementation to TorchRunner (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 420e1b8: fix RecursionError in rare cases (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 5bbf968: only init datasets/dataloaders/datasamplers when they are not inited (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 43e60db: add total_epochs/total_steps (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- 1931f29: revert b159da789d8f360a36cf91801a6f2c9ae621a697 (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- f4c8154: Runner.deepspeed now returns None if DS is not enabled (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)
- f825685: read env virable for deepspeed training (Zhiyuan Chen) [15](https://github.com/ZhiyuanChen/DanLing/pull/15)

Commits
- b24fc76: update pre-commit (Zhiyuan Chen)
- 7b16d6e: merge average_meters (Zhiyuan Chen)
- 81fbc03: make functional a standalone file (Zhiyuan Chen)
- 2237079: register collate_pn_tensor_fn to default_collate_fn_map (Zhiyuan Chen)
- 6937343: NestedTensor now returns False when comparing to objects with unsupported type (Zhiyuan Chen)
- 5887b14: copy class config to local at init (Zhiyuan Chen)
- 1b458b9: fixes PNTensor.__deepcopy__ error in rare cases (Zhiyuan Chen)
- b31dad9: fix name conflicts in __setattr__ (Zhiyuan Chen)
- 88aa731: fix NestedTensor.storage is not a method and _state is not a property (Zhiyuan Chen)
- c9c3e14: set default value of final_lr_ratio to 1e-3 (Zhiyuan Chen)
- 848cde6: make MLP and Dense more flexible (Zhiyuan Chen)
- dda7269: explicitly set kwargs for method_cache (Zhiyuan Chen)
- 6745a34: support 'pandas' and 'pd' for pandas pickle in IO (Zhiyuan Chen)
- f4b540a: fix padding values used in metrics calc when input/target is NestedTensor (Zhiyuan Chen)
- cfedf8e: improve NestedTensor (Zhiyuan Chen)
- 4ab86f4: improve Metrics & AverageMeters (Zhiyuan Chen)
- 46787c5: fix lints (Zhiyuan Chen)

Commits
- dfa2bb1: fixes NestedTensor in metrics (Zhiyuan Chen)
- bacfbc2: [pre-commit.ci] pre-commit autoupdate (12) (pre-commit-ci[bot]) [12](https://github.com/ZhiyuanChen/DanLing/pull/12)
- 3d7a712: [pre-commit.ci] pre-commit autoupdate (13) (pre-commit-ci[bot]) [13](https://github.com/ZhiyuanChen/DanLing/pull/13)
- 1104e3d: rename steps to total_steps in LRScheduler (Zhiyuan Chen)
- feb0d0b: [pre-commit.ci] pre-commit autoupdate (14) (pre-commit-ci[bot]) [14](https://github.com/ZhiyuanChen/DanLing/pull/14)

Commits
- 72e8986: [pre-commit.ci] pre-commit autoupdate (8) (pre-commit-ci[bot]) [8](https://github.com/ZhiyuanChen/DanLing/pull/8)
- b354546: update licenses (Zhiyuan Chen)
- 19a0b68: reorganise files (Zhiyuan Chen)
- 0d824bf: use cached-property for python3.7 (Zhiyuan Chen)
- eee6ca7: warn Deprecation when building Runner with args (Zhiyuan Chen)
- e7af316: [pre-commit.ci] pre-commit autoupdate (9) (pre-commit-ci[bot]) [9](https://github.com/ZhiyuanChen/DanLing/pull/9)
- eaadde1: fix metrics only support tensor output (Zhiyuan Chen)
- 95a28ad: fixes metrics (Zhiyuan Chen)
- 8e7cad2: fixes compatibilities with previous python (Zhiyuan Chen)
- 8340f1e: update mkdocs-static-i18n (Zhiyuan Chen)
- 8d0af54: make typehint of results to list[dict] (Zhiyuan Chen)
- 871ad21: rewrite padding in NestedTensor (Zhiyuan Chen)
- 961b4da: make NestedTensor.size support passing dim (Zhiyuan Chen)
- 6ec50e1: add NestedTensor.nested_like to directly create NestedTensor from tensor (Zhiyuan Chen)
- 805c161: fixes NestedTensoFuncWrapper (Zhiyuan Chen)
- 29e3ff3: support tuple in NestedTensor.__getitem__ (Zhiyuan Chen)
- 8230fe6: [pre-commit.ci] pre-commit autoupdate (10) (pre-commit-ci[bot]) [10](https://github.com/ZhiyuanChen/DanLing/pull/10)
- 00eb82b: support callback in catch (Zhiyuan Chen)
- 5d544d1: support metric_fn that returns dict (Zhiyuan Chen)
- 5e539e9: fixes NestedTensor in metrics (Zhiyuan Chen)
- 3c167cb: [pre-commit.ci] pre-commit autoupdate (11) (pre-commit-ci[bot]) [11](https://github.com/ZhiyuanChen/DanLing/pull/11)
- a2f64c1: fixes docs (Zhiyuan Chen)

Commits
- 8b35b85: quality improvements (Zhiyuan Chen)
- 76333e2: only stat coverage under danling (Zhiyuan Chen)
- b4d10ae: fix __getattr__ and __setattr__ of RunnerBase (Zhiyuan Chen)
- 8f27282: [pre-commit.ci] pre-commit autoupdate (6) (pre-commit-ci[bot]) [6](https://github.com/ZhiyuanChen/DanLing/pull/6)
- 347313f: refactor metrics (Zhiyuan Chen)
- 060b2e9: [pre-commit.ci] pre-commit autoupdate (7) (pre-commit-ci[bot]) [7](https://github.com/ZhiyuanChen/DanLing/pull/7)
- 26fa89f: make NestedTensor.tolist returns storage (Zhiyuan Chen)
- 69105f6: fix metrics error when dist is not available (Zhiyuan Chen)
- cd3646f: fix load_pretrained (Zhiyuan Chen)

Commits
- 83b7a4c: [pre-commit.ci] pre-commit autoupdate (5) (pre-commit-ci[bot]) [5](https://github.com/ZhiyuanChen/DanLing/pull/5)
- 6db20c0: fix NestedTensor.dim()/ndim (Zhiyuan Chen)
- f030e95: improve load checkpoint (Zhiyuan Chen)
- c7de040: bump to chanfig v0.0.88 (Zhiyuan Chen)
- 9b7c9e1: fix lints (Zhiyuan Chen)