[Feature] Release DINO Swin-L 36e model (#9927)

Author: okotaku

configs/dino/README.md

@@ -18,6 +18,7 @@ We present DINO (DETR with Improved deNoising anchOr boxes), a state-of-the-art
 | :------: | :---------: | :-----: | :----: | :---------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
 |   R-50   | DINO-4scale |   12e   |  49.0  |  [config](./dino-4scale_r50_8xb2-12e_coco.py)   |    [model](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705-55b2bba2.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705.log.json)     |
 |  Swin-L  | DINO-5scale |   12e   |  57.2  | [config](./dino-5scale_swin-l_8xb2-12e_coco.py) | [model](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-5scale_swin-l_8xb2-12e_coco/dino-5scale_swin-l_8xb2-12e_coco_20230228_072924-a654145f.pth) \| [log](https://download.openmmlab.com/mmdetection/v3.0/dino/dino-5scale_swin-l_8xb2-12e_coco/dino-5scale_swin-l_8xb2-12e_coco_20230228_072924.log) |
+|  Swin-L  | DINO-5scale |   36e   |  58.4  | [config](./dino-5scale_swin-l_8xb2-36e_coco.py) |                                  [model](https://github.com/RistoranteRist/mmlab-weights/releases/download/dino-swinl/dino-5scale_swin-l_8xb2-36e_coco-5486e051.pth) \| [log](https://github.com/RistoranteRist/mmlab-weights/releases/download/dino-swinl/20230307_032359.log)                                   |
 
 ### NOTE
 

configs/dino/dino-5scale_swin-l_8xb2-36e_coco.py

@@ -0,0 +1,13 @@
+_base_ = './dino-5scale_swin-l_8xb2-12e_coco.py'
+max_epochs = 36
+train_cfg = dict(
+    type='EpochBasedTrainLoop', max_epochs=max_epochs, val_interval=1)
+param_scheduler = [
+    dict(
+        type='MultiStepLR',
+        begin=0,
+        end=max_epochs,
+        by_epoch=True,
+        milestones=[27, 33],
+        gamma=0.1)
+]

configs/dino/metafile.yml

@@ -60,3 +60,15 @@ Models:
         Metrics:
           box AP: 57.2
     Weights: https://download.openmmlab.com/mmdetection/v3.0/dino/dino-5scale_swin-l_8xb2-12e_coco/dino-5scale_swin-l_8xb2-12e_coco_20230228_072924-a654145f.pth
+
+  - Name: dino-5scale_swin-l_8xb2-36e_coco.py
+    In Collection: DINO
+    Config: configs/dino/dino-5scale_swin-l_8xb2-36e_coco.py
+    Metadata:
+      Epochs: 36
+    Results:
+      - Task: Object Detection
+        Dataset: COCO
+        Metrics:
+          box AP: 58.4
+    Weights: https://github.com/RistoranteRist/mmlab-weights/releases/download/dino-swinl/dino-5scale_swin-l_8xb2-36e_coco-5486e051.pth