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mmclassification/docs/en/api/engine.rst

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[Docs] Refine API reference. (#774) * [Docs] Refine API reference * Add PoolFormer
2022-04-15 20:19:20 +08:00
.. role:: hidden
:class: hidden-section
mmcls.core
===================================
This package includes some runtime components. These components are useful in
classification tasks but not supported by MMCV yet.
.. note::
Some components may be moved to MMCV in the future.
from core to engine
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.. contents:: mmcls.engine
[Docs] Refine API reference. (#774) * [Docs] Refine API reference * Add PoolFormer
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:depth: 2
:local:
:backlinks: top
from core to engine
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.. currentmodule:: mmcls.engine
[Docs] Refine API reference. (#774) * [Docs] Refine API reference * Add PoolFormer
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Evaluation
------------------
Evaluation metrics calculation functions
.. autosummary::
:toctree: generated
:nosignatures:
precision
recall
f1_score
precision_recall_f1
average_precision
mAP
support
average_performance
calculate_confusion_matrix
Hook
------------------
.. autosummary::
:toctree: generated
:nosignatures:
:template: classtemplate.rst
ClassNumCheckHook
PreciseBNHook
CosineAnnealingCooldownLrUpdaterHook
[Feature] Dedicated MMClsWandbHook for MMClassification (Weights and Biases Integration) (#764) * wandb integration * visualize using wandb tables * wandb tables enhanced * Refactor MMClsWandbHook (#1) * [Enhance] Add extra dataloader settings in configs. (#752) * Use `train_dataloader`, `val_dataloader` and `test_dataloader` settings in the `data` field to specify different arguments. * Fix bug * Fix bug * [Enhance] Improve CPE performance by reduce memory copy. (#762) * [Feature] Support resize relative position embedding in `SwinTransformer`. (#749) * [Feature]: Add resize rel pos embed * [Refactor]: Create a separated resize_rel_pos_bias_table func * [Refactor]: Refactor rel pos embed bias * [Refactor]: Move interpolate into func * Remove index buffer only when window_size changes Co-authored-by: mzr1996 <mzr1996@163.com> * [Feature] Add PoolFormer backbone and checkpoints. (#746) * add PoolFormer * fix some typos in PoolFormer * fix lint error * modify out_indices and gap * fix typo * fix lint * fix typo * fix typo in poolforemr README * fix lint * Update some paths * Refactor freeze_stages method * Add unit tests * Fix lint Co-authored-by: mzr1996 <mzr1996@163.com> * Bump version to v0.22.1 (#785) * [Docs] Refine API reference. (#774) * [Docs] Refine API reference * Add PoolFormer * [Docs] Fix docs. * [Enhance] Reduce the memory usage of unit tests for Swin-Transformer. (#759) * [Feature] Support VAN. (#739) * add van * fix config * add metafile * add test * model convert script * fix review * fix lint * fix the configs and improve docs * rm debug lines * add VAN into api Co-authored-by: Yu Zhaohui <1105212286@qq.com> * [Feature] Support DenseNet. (#750) * init add densenet implementation * Add config and converted models * update meta * add test for memory efficient * Add docs * add doc for jit * Update checkpoint path * Update readthedocs Co-authored-by: mzr1996 <mzr1996@163.com> * [Fix] Use symbolic link in the API reference of Chinese docs. * [Enhance] Support training on IPU and add fine-tuning configs of ViT. (#723) * implement training and evaluation on IPU * fp16 SOTA * Tput reaches 5600 * 123 * add poptorch dataloder * change ipu_replicas to ipu-replicas * add noqa to config long line(website) * remove ipu dataloder test code * del one blank line in test_builder * refine the dataloder initialization * fix a typo * refine args for dataloder * remove an annoted line * process one more conflict * adjust code structure in mmcv.ipu * adjust ipu code structure in mmcv * IPUDataloader to IPUDataLoader * align with mmcv * adjust according to mmcv * mmcv code structre fixed Co-authored-by: hudi <dihu@graphcore.ai> * [Fix] Fix lint and mmcv version requirement for IPU. * Bump version to v0.23.0 (#809) * Refacoter Wandb hook and refine docstring Co-authored-by: XiaobingZhang <xiaobing.zhang@intel.com> Co-authored-by: Yuan Liu <30762564+YuanLiuuuuuu@users.noreply.github.com> Co-authored-by: Weihao Yu <1090924009@qq.com> Co-authored-by: takuoko <to78314910@gmail.com> Co-authored-by: Yu Zhaohui <1105212286@qq.com> Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com> Co-authored-by: Hu Di <476658825@qq.com> Co-authored-by: hudi <dihu@graphcore.ai> * shuffle val data * minor updates * minor fix Co-authored-by: Ma Zerun <mzr1996@163.com> Co-authored-by: XiaobingZhang <xiaobing.zhang@intel.com> Co-authored-by: Yuan Liu <30762564+YuanLiuuuuuu@users.noreply.github.com> Co-authored-by: Weihao Yu <1090924009@qq.com> Co-authored-by: takuoko <to78314910@gmail.com> Co-authored-by: Yu Zhaohui <1105212286@qq.com> Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com> Co-authored-by: Hu Di <476658825@qq.com> Co-authored-by: hudi <dihu@graphcore.ai>
2022-06-02 17:58:49 +08:00
MMClsWandbHook
[Docs] Refine API reference. (#774) * [Docs] Refine API reference * Add PoolFormer
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Optimizers
------------------
.. autosummary::
:toctree: generated
:nosignatures:
:template: classtemplate.rst
Lamb