From 31c27511d743a458fe940807c1557391ff53840f Mon Sep 17 00:00:00 2001 From: RangiLyu Date: Thu, 24 Feb 2022 19:03:13 +0800 Subject: [PATCH] update --- configs/resnet_strikes_back/README.md | 4 +- configs/resnet_strikes_back/metafile.yml | 81 ++++++++++++++++++------ model-index.yml | 1 - 3 files changed, 61 insertions(+), 25 deletions(-) diff --git a/configs/resnet_strikes_back/README.md b/configs/resnet_strikes_back/README.md index 59c72c720ef..4d7501129e7 100644 --- a/configs/resnet_strikes_back/README.md +++ b/configs/resnet_strikes_back/README.md @@ -1,7 +1,5 @@ # ResNet strikes back -> [ResNet strikes back: An improved training procedure in timm](https://arxiv.org/abs/2110.00476) - ## Abstract @@ -23,7 +21,7 @@ In this paper, we re-evaluate the performance of the vanilla ResNet-50 when trai | Cascade Mask R-CNN | R-50 rsb | 1x | 6.2 | - | 44.8 (+3.6) | 39.9 (+3.6) | [Config](./cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco.py)| [model](https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_193636-8b9ad50f.pth) | [log](https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_193636.log.json)| | RetinaNet | R-50 rsb | 1x | 3.8 | - | 39.0 (+2.5) | - | [Config](./retinanet_r50_fpn_rsb-pretrain_1x_coco.py)| [model](https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/retinanet_r50_fpn_rsb-pretrain_1x_coco/retinanet_r50_fpn_rsb-pretrain_1x_coco_20220113_175432-bd24aae9.pth) | [log](https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/retinanet_r50_fpn_rsb-pretrain_1x_coco/retinanet_r50_fpn_rsb-pretrain_1x_coco_20220113_175432.log.json)| -**Notes:** +**Notes:** - 'rsb' is short for 'resnet strikes back' - We have done some grid searches on learning rate and weight decay and get these optimal hyper-parameters. diff --git a/configs/resnet_strikes_back/metafile.yml b/configs/resnet_strikes_back/metafile.yml index 87336f27a15..15453db641c 100644 --- a/configs/resnet_strikes_back/metafile.yml +++ b/configs/resnet_strikes_back/metafile.yml @@ -1,13 +1,23 @@ - -Collections: - - Name: ResNet strikes back +Models: + - Name: faster_rcnn_r50_fpn_rsb-pretrain_1x_coco + In Collection: Faster R-CNN + Config: configs/resnet_strikes_back/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco.py Metadata: + Training Memory (GB): 3.9 + Epochs: 12 Training Data: COCO Training Techniques: - - AdamW + - SGD with Momentum + - Weight Decay Training Resources: 8x V100 GPUs Architecture: - ResNet + Results: + - Task: Object Detection + Dataset: COCO + Metrics: + box AP: 40.8 + Weights: https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_162229-32ae82a9.pth Paper: URL: https://arxiv.org/abs/2110.00476 Title: 'ResNet strikes back: An improved training procedure in timm' @@ -16,26 +26,19 @@ Collections: URL: https://github.com/open-mmlab/mmdetection/blob/v2.22.0/configs/resnet_strikes_back/README.md Version: v2.22.0 -Models: - - Name: faster_rcnn_r50_fpn_rsb-pretrain_1x_coco - In Collection: ResNet strikes back - Config: configs/resnet_strikes_back/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco.py - Metadata: - Training Memory (GB): 3.9 - Epochs: 12 - Results: - - Task: Object Detection - Dataset: COCO - Metrics: - box AP: 40.8 - Weights: https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco/faster_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_162229-32ae82a9.pth - - Name: cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco - In Collection: ResNet strikes back + In Collection: Cascade R-CNN Config: configs/resnet_strikes_back/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco.py Metadata: Training Memory (GB): 6.2 Epochs: 12 + Training Data: COCO + Training Techniques: + - SGD with Momentum + - Weight Decay + Training Resources: 8x V100 GPUs + Architecture: + - ResNet Results: - Task: Object Detection Dataset: COCO @@ -46,26 +49,54 @@ Models: Metrics: mask AP: 39.9 Weights: https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_193636-8b9ad50f.pth + Paper: + URL: https://arxiv.org/abs/2110.00476 + Title: 'ResNet strikes back: An improved training procedure in timm' + README: configs/resnet_strikes_back/README.md + Code: + URL: https://github.com/open-mmlab/mmdetection/blob/v2.22.0/configs/resnet_strikes_back/README.md + Version: v2.22.0 - Name: retinanet_r50_fpn_rsb-pretrain_1x_coco - In Collection: ResNet strikes back + In Collection: RetinaNet Config: configs/resnet_strikes_back/retinanet_r50_fpn_rsb-pretrain_1x_coco.py Metadata: Training Memory (GB): 3.8 Epochs: 12 + Training Data: COCO + Training Techniques: + - SGD with Momentum + - Weight Decay + Training Resources: 8x V100 GPUs + Architecture: + - ResNet Results: - Task: Object Detection Dataset: COCO Metrics: box AP: 39.0 Weights: https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/retinanet_r50_fpn_rsb-pretrain_1x_coco/retinanet_r50_fpn_rsb-pretrain_1x_coco_20220113_175432-bd24aae9.pth + Paper: + URL: https://arxiv.org/abs/2110.00476 + Title: 'ResNet strikes back: An improved training procedure in timm' + README: configs/resnet_strikes_back/README.md + Code: + URL: https://github.com/open-mmlab/mmdetection/blob/v2.22.0/configs/resnet_strikes_back/README.md + Version: v2.22.0 - Name: mask_rcnn_r50_fpn_rsb-pretrain_1x_coco - In Collection: ResNet strikes back + In Collection: Mask R-CNN Config: configs/resnet_strikes_back/mask_rcnn_r50_fpn_rsb-pretrain_1x_coco.py Metadata: Training Memory (GB): 4.5 Epochs: 12 + Training Data: COCO + Training Techniques: + - SGD with Momentum + - Weight Decay + Training Resources: 8x V100 GPUs + Architecture: + - ResNet Results: - Task: Object Detection Dataset: COCO @@ -76,3 +107,11 @@ Models: Metrics: mask AP: 38.2 Weights: https://download.openmmlab.com/mmdetection/v2.0/resnet_strikes_back/mask_rcnn_r50_fpn_rsb-pretrain_1x_coco/mask_rcnn_r50_fpn_rsb-pretrain_1x_coco_20220113_174054-06ce8ba0.pth + Paper: + URL: https://arxiv.org/abs/2110.00476 + Title: 'ResNet strikes back: An improved training procedure in timm' + README: configs/resnet_strikes_back/README.md + Code: + URL: https://github.com/open-mmlab/mmdetection/blob/v2.22.0/configs/resnet_strikes_back/README.md + Version: v2.22.0 + \ No newline at end of file diff --git a/model-index.yml b/model-index.yml index 63198adb057..e05ab8d2964 100644 --- a/model-index.yml +++ b/model-index.yml @@ -51,7 +51,6 @@ Import: - configs/reppoints/metafile.yml - configs/res2net/metafile.yml - configs/resnest/metafile.yml - - configs/resnet_strikes_back/metafile.yml - configs/retinanet/metafile.yml - configs/sabl/metafile.yml - configs/scnet/metafile.yml