mmrazor/docs/en/dataset_prepare.md

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Bump version to v0.3.0 (#135) * [Feature] Add function to meet mmdeploy support (#102) * add init_model function for mmdeploy * fix lint * add unittest for init_xxx_model * fix lint * mv test_inference.py to test_apis directory * [Feature] Add function to meet mmdeploy support (#102) * add init_model function for mmdeploy * fix lint * add unittest for init_xxx_model * fix lint * mv test_inference.py to test_apis directory * [Refactor] Delete redundant `set_random_seed` function (#104) * refactor set_random_seed * add unittests * fix unittests error * fix lint * avoid bc breaking * [Feature] Add diff seeds to diff ranks and set torch seed in worker_init_fn (#113) * add init_random_seed * Set diff seed to diff workers * [Feature] Add multi machine dist_train (#114) * support multi nodes * update training doc * fix lints * remove fixed seed * fix ddp wrapper registry (#128) * [Docs] Add brief installation steps in README(_zh-CN).md (#121) * Add brief installation * add brief installtion ref to mmediting pr#816 Co-authored-by: caoweihan <caoweihan@sensetime.com> * [BUG]Fix bugs in pruner (#126) * fix bugs in pruner when pruning models with shared modules * pruner can trace models with dilation conv2d * fix deploy_subnet * fix add_pruning_attrs * fix bugs in modify_forward * fix lint * fix StructurePruner * test tracing models with shared modules Co-authored-by: caoweihan <caoweihan@sensetime.com> * [Docs]Add some more details to docs (#133) * add docs for dataset * add cfg-options for distillation * fix docs Co-authored-by: caoweihan <caoweihan@sensetime.com> * reset norm running status after prepare_from_supernet (#81) * [Improvement]Sync train api (#115) Co-authored-by: caoweihan <caoweihan@sensetime.com> * [Feature]Support Relational Knowledge Distillation (#127) * add rkd * add rkd pytest * add rkd configs * fix readme * fix rkd * split rkd loss to distance-wise and angle-wise losses * rename rkd losses * add rkd metaflie * add rkd related links * rename rkd metafile and add to model index * delete cifar100 Co-authored-by: caoweihan <caoweihan@sensetime.com> Co-authored-by: pppppM <gjf_mail@126.com> Co-authored-by: qiufeng <44188071+wutongshenqiu@users.noreply.github.com> Co-authored-by: wutongshenqiu <690364065@qq.com> Co-authored-by: whcao <41630003+HIT-cwh@users.noreply.github.com> Co-authored-by: caoweihan <caoweihan@sensetime.com>
2022-04-02 19:30:50 +08:00
## Prepare datasets
Currently our algorithms support [mmclassification](https://mmclassification.readthedocs.io/en/latest/),
[mmdetection](https://mmdetection.readthedocs.io/en/latest/) and
[mmsegmentation](https://mmsegmentation.readthedocs.io/en/latest/).
Before running our algorithms, you may need to prepare the datasets according
to the instructions in the corresponding document.