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Lovasz loss #1036

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lmunan opened this issue Nov 13, 2021 · 3 comments
Closed

Lovasz loss #1036

lmunan opened this issue Nov 13, 2021 · 3 comments

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@lmunan
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lmunan commented Nov 13, 2021

Hello, when I use lovasz loss, when loss_type='binary', the following problems will occur
IndexError: The shape of the mask [1048576] at index 0 does not match the shape of the indexed tensor [2097152] at index 0

@lmunan lmunan closed this as completed Nov 13, 2021
@lmunan lmunan reopened this Nov 13, 2021
@lmunan lmunan closed this as completed Nov 13, 2021
@lmunan lmunan reopened this Nov 13, 2021
@lmunan
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lmunan commented Nov 13, 2021

I printed some information
2021-11-13 15-45-21屏幕截图
2021-11-13 15-45-57屏幕截图

@lmunan lmunan closed this as completed Nov 13, 2021
@pengzhao-life
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Hi, I run into the same problem. Any update?

@MengzhangLI
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@lmunan As for binary segmentation, num_classes should be set 1 rather than 2.

wjkim81 pushed a commit to wjkim81/mmsegmentation that referenced this issue Dec 3, 2023
* map location to cpu when load checkpoint (open-mmlab#1007)

* [Enhancement] Support minus output feature index in mobilenet_v3 (open-mmlab#1005)

* fix typo in mobilenet_v3

* fix typo in mobilenet_v3

* use -1 to indicate output tensors from final stage

* support negative out_indices

* [Enhancement] inference speed and flops tools. (open-mmlab#986)

* add the function to test the dummy forward speed of models.

* add tools to test the flops and inference speed of multiple models.

* [Fix] Update pose tracking demo to be compatible with latest mmtrakcing (open-mmlab#1014)

* update mmtracking demo

* support both track_bboxes and track_results

* add docstring

* [Fix] fix skeleton_info of coco wholebody dataset (open-mmlab#1010)

* fix wholebody base dataset

* fix lint

* fix lint

Co-authored-by: ly015 <liyining0712@gmail.com>

* [Feature] Add ViPNAS models for wholebody keypoint detection (open-mmlab#1009)

* add configs

* add dark configs

* add checkpoint and readme

* update webcam demo

* fix model path in webcam demo

* fix unittest

* [Fix] Fix bbox label visualization (open-mmlab#1020)

* update model metafiles (open-mmlab#1001)

* update hourglass ae .md (open-mmlab#1027)

* [Feature] Add ViPNAS mbv3 (open-mmlab#1025)

* add vipnas mbv3

* test other variants

* submission for mmpose

* add unittest

* add readme

* update .yml

* fix lint

* rebase

* fix pytest

Co-authored-by: jin-s13 <jinsheng13@foxmail.com>

* [Enhancement] Set a random seed when the user does not set a seed (open-mmlab#1030)

* fix randseed

* fix lint

* fix import

* fix isort

* update yapf hook

* revert yapf version

* add cfg file for flops and speed test,  change the bulid_posenet to init_pose_model and fix some typo in cfg (open-mmlab#1028)

* [Enhancement] Add more functions for speed test tool (open-mmlab#1034)

* add batch size and device args in speed test script, and remove MMDataParallel warper

* add vipnas_mbv3 model

* fix dead link (open-mmlab#1038)

* Skip CI when some specific files were changed (open-mmlab#1041)

* update sigmas (open-mmlab#1040)

* add more configs, ckpts and logs for HRNet on PoseTrack18 (open-mmlab#1035)

* [Feature] Add PoseWarper dataset (open-mmlab#1006)

* add PoseWarper dataset and base class

* modify pipelines related to video

* add unittest for PoseWarper dataset

* add unittest for evaluation function in posetrack18-realted dataset, and add some annotations json files

* fix typo

* fix unittest CI failure

* fix typo

* add PoseWarper dataset and base class

* modify pipelines related to video

* add unittest for PoseWarper dataset

* add unittest for evaluation function in posetrack18-realted dataset, and add some annotations json files

* fix typo

* fix unittest CI failure

* fix typo

* modify some methods in the base class to improve code coverage rate

* recover some mistakenly-deleted notes

* remove test_dataset_info part for the new TopDownPoseTrack18VideoDataset class

* cancel uncompleted previous runs (open-mmlab#1053)

* [Doc] Add inference speed results (open-mmlab#1044)

* add docs related to inference speed results

* add corresponding Chinese docs and fix some typos

* add Chinese docs in readthedocs

* remove the massive table in readme

* minor modification to wording

Co-authored-by: ly015 <liyining0712@gmail.com>

* [Feature] Add PoseWarper detector model (open-mmlab#932)

* Add top down video detector module

* Add PoseWarper neck

* add function _freeze_stages

* fix typo

* modify PoseWarper detector and PoseWarperNeck

* fix typo

* modify posewarper detector and neck

* Delete top_down_video.py

change the base class of `PoseWarper` detector from `TopDownVideo` to `TopDown`

* fix spell typo

* modify detector and neck

* add unittest for detector and neck

* modify unittest for posewarper forward

* Add top down video detector module

* Add PoseWarper neck

* add function _freeze_stages

* fix typo

* modify PoseWarper detector and PoseWarperNeck

* fix typo

* modify posewarper detector and neck

* Delete top_down_video.py

change the base class of `PoseWarper` detector from `TopDownVideo` to `TopDown`

* fix spell typo

* modify detector and neck

* add unittest for detector and neck

* modify unittest for posewarper forward

* modify dependency on mmcv version in posewarper neck

* reduce memory cost in test

* modify flops tool for more flexible input format

* Add top down video detector module

* Add PoseWarper neck

* add function _freeze_stages

* fix typo

* modify PoseWarper detector and PoseWarperNeck

* fix typo

* modify posewarper detector and neck

* Delete top_down_video.py

change the base class of `PoseWarper` detector from `TopDownVideo` to `TopDown`

* fix spell typo

* modify detector and neck

* add unittest for detector and neck

* modify unittest for posewarper forward

* Add PoseWarper neck

* modify PoseWarper detector and PoseWarperNeck

* modify posewarper detector and neck

* Delete top_down_video.py

change the base class of `PoseWarper` detector from `TopDownVideo` to `TopDown`

* fix spell typo

* modify detector and neck

* add unittest for detector and neck

* modify unittest for posewarper forward

* modify dependency on mmcv version in posewarper neck

* reduce memory cost in test

* modify flops tool for more flexible input format

* modify the posewarper detector description

* modify some arguments and related fields

* modify default values for some args

* fix readthedoc bulid typo

* fix ignore path (open-mmlab#1059)

* [Doc]  Add related docs for PoseWarper (open-mmlab#1036)

* add related docs for PoseWarper

* add related readme docs for posewarper

* modify related args in posewarper stage2 config

* modify posewarper stage2 config path

* add description about val_boxes path for data preparation (open-mmlab#1060)

* bump version to v0.21.0 (open-mmlab#1061)

* [Feature] Add ViPNAS_Mbv3 wholebody model (open-mmlab#1055)

* add vipnas mbv3 coco_wholebody

* add vipnas mbv3 coco_wholebody md&yml

* fix lint

Co-authored-by: ly015 <liyining0712@gmail.com>

Co-authored-by: Lumin <30328525+luminxu@users.noreply.github.com>
Co-authored-by: zengwang430521 <zengwang430521@gmail.com>
Co-authored-by: Jas <jinsheng@sensetime.com>
Co-authored-by: jin-s13 <jinsheng13@foxmail.com>
Co-authored-by: Qikai Li <87690686+liqikai9@users.noreply.github.com>
Co-authored-by: QwQ2000 <396707050@qq.com>
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