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[Feature] Add segformer decode head and related train config #599
Commits on Jun 9, 2021
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[Feature]Segformer re-implementation
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Using act_cfg and norm_cfg to control activation and normalization
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Commits on Jun 10, 2021
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Split this PR into several little PRs
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Commits on Jun 11, 2021
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[Feature] Add segformer decode head and related train config
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Add ade20K trainval support for segformer
1. Add related train and val configs; 2. Add AlignedResize;
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Set arg: find_unused_parameters = True
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Commits on Jun 18, 2021
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Commits on Jun 19, 2021
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Commits on Jun 20, 2021
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1. Refactor segformer backbone parameters init;
2. Remove rebundant functions and unit tests;
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Merge branch 'master' into segformer
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Replace Linear Layer to 1X1 Conv
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Use nn.ModuleList to refactor segformer head.
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Commits on Jun 21, 2021
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Refactor the backbone of segformer using mmcv.cnn.bricks.transformer.py
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Commits on Jun 22, 2021
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Add mit_convert.py to match pretrain keys of segformer.
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Commits on Jun 23, 2021
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Merge master and Fix name of segformer fusion conv
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Commits on Jul 6, 2021
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Commits on Jul 9, 2021
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1. Add some assert to ensure right params;
2. Support flexible peconv position;
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Merge branch 'master' into segformer
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Add pe_index assert and fix unit test.
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Commits on Jul 12, 2021
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1. Add doc string for MixVisionTransformer;
2. Add some unit tests for MixVisionTransformer;
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Commits on Jul 14, 2021
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Use hw_shape to pass shape of feature map.
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1. Fix doc string of MixVisionTransformer;
2. Simplify MixFFN; 3. Modify H, W to hw_shape;
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Add doc string for shape convertion functions.
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Add some unit tests to improve code coverage.
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Commits on Jul 15, 2021
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Fix Segformer backbone pretrain weights match bug.
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Merge branch 'segformer' into segformer_trainval
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resolve the shape convertion functions doc string.
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Merge branch 'segformer' into segformer_trainval
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Merge branch 'master' of github.com:open-mmlab/mmsegmentation into se…
…gformer
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Commits on Jul 16, 2021
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Support progressive test with fewer memory cost.
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Commits on Jul 19, 2021
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Modify default value of pad_to_patch_size arg.
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Merge branch 'segformer' into segformer_trainval
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Commits on Jul 22, 2021
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Using processor to refactor evaluation workflow.
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Fix multi gpu bug when index out of len(dataset).
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Modify some variable name of dataset evaluate api.
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Modify some viriable name of eval hook.
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Fix some priority bugs of eval hook.
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Commits on Jul 24, 2021
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Merge branch 'segformer_trainval' of github.com:sennnnn/mmsegmentatio…
…n into segformer_trainval
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Merge branch 'segformer' into segformer_trainval
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Merge branch 'master' into segformer_trainval
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Fix some bugs about model loading and eval hook.
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Fix related segformer configs.
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Fix training progress blocked by eval hook.
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Merge branch 'progressive_test' into segformer_trainval
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Merge branch 'segformer_trainval' of github.com:sennnnn/mmsegmentatio…
…n into segformer_trainval
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TODO: Refactor format_results.
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Add part of benchmark results.
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Remove some command arg and fix eval hook bug.
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Modify format_results of datasets.
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Modify tool which use test apis.
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Merge branch 'progressive_test' into segformer_trainval
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Merge branch 'segformer_trainval' of github.com:sennnnn/mmsegmentatio…
…n into segformer_trainval
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Commits on Jul 29, 2021
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Update segformer readme and fix segformer mit_b4.
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Clean AlignedResize related config.
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Clean code from pr open-mmlab#709
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Clean code from pr open-mmlab#709
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Commits on Jul 30, 2021
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Merge branch 'master' into segformer_trainval
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Merge branch 'master' into segformer_trainval
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Replace AlignedResize to ResizeToMultiple.
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Add ResizeToMultiple unit tests.
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Simplify the implementation of ResizeToMultiple.
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Fix multi-scale test error when resize_ratio=1.75 and input size=640x…
…640.
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Fix some url bugs and pipelines bug.
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Merge branch 'master' into segformer_trainval
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Move ckpt convertion to tools.
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Add segformer official pretrain weights usage.
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Add description for segformer converter.
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