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SyncBatchNorm Training + ResNetV1C #191

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merged 11 commits into from
Jul 31, 2018
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@zhanghang1989 zhanghang1989 commented Jul 2, 2018

Will merge after this PR apache/mxnet#11502
fixes #138

@zhanghang1989 zhanghang1989 changed the title SyncBatchNorm Training [WIP] SyncBatchNorm Training Jul 2, 2018
@@ -229,7 +229,7 @@ Table of pre-trained models for semantic segmentation and their performance.
+-------------------+--------------+-----------+-----------+-----------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
| fcn_resnet101_voc | FCN [6]_ | N/A | 70.9_ | `shell script <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet101_voc.sh>`_ | `log <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet101_voc.log>`_ |
+-------------------+--------------+-----------+-----------+-----------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
| fcn_resnet50_ade | FCN [6]_ | 78.6 | 38.7 | `shell script <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet50_ade.sh>`_ | `log <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet50_ade.log>`_ |
| fcn_resnet50_ade | FCN [6]_ | 77.1 | 38.5 | `shell script <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet50_ade.sh>`_ | `log <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/fcn_resnet50_ade.log>`_ |
+-------------------+--------------+-----------+-----------+-----------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
| psp_resnet50_ade | PSP [9]_ | 78.4 | 41.1 | `shell script <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/psp_resnet50_ade.sh>`_ | `log <https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/logs/segmentation/psp_resnet50_ade.log>`_ |
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psp resnet50 ade's pixAcc seems off

@@ -75,6 +75,9 @@ def get_model(name, **kwargs):
'resnet50_v1b' : resnet50_v1b,
'resnet101_v1b' : resnet101_v1b,
'resnet152_v1b' : resnet152_v1b,
'resnet50_v1c' : resnet50_v1c,
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please add network to model zoo unittest.

@zhanghang1989 zhanghang1989 changed the title [WIP] SyncBatchNorm Training SyncBatchNorm Training + ResNetV1C Jul 31, 2018
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mli commented Jul 31, 2018

Job PR-191-19 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-191/19/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

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mli commented Jul 31, 2018

Job PR-191-20 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-191/20/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

@zhanghang1989 zhanghang1989 merged commit 08e0f30 into dmlc:master Jul 31, 2018
@zhanghang1989 zhanghang1989 deleted the syncbn branch February 19, 2019 23:54
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