Update model performance (open-mmlab#2762)

* Update model performance * Update performance * Fix unsaved change * add conflict check
zftough · May 23, 2020 · 93b666d · 93b666d
1 parent dab4ac1
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Showing 9 changed files with 31 additions and 19 deletions.
diff --git a/.dev_scripts/gather_models.py b/.dev_scripts/gather_models.py
@@ -46,17 +46,21 @@ def get_final_epoch(config):
 
 
 def get_final_results(log_json_path, epoch):
+    result_dict = dict()
     with open(log_json_path, 'r') as f:
         for line in f.readlines():
             log_line = json.loads(line)
             if 'mode' not in log_line.keys():
                 continue
 
+            if log_line['mode'] == 'train' and log_line['epoch'] == epoch:
+                result_dict['memory'] = log_line['memory']
+
             if log_line['mode'] == 'val' and log_line['epoch'] == epoch:
-                result_dict = {
+                result_dict.update({
                     key: log_line[key]
                     for key in RESULTS_LUT if key in log_line
-                }
+                })
                 return result_dict
 
 
@@ -77,6 +81,7 @@ def main():
     args = parse_args()
     models_root = args.root
     models_out = args.out
+    mmcv.mkdir_or_exist(models_out)
 
     # find all models in the root directory to be gathered
     raw_configs = list(mmcv.scandir('./configs', '.py', recursive=True))
@@ -127,6 +132,8 @@ def main():
 
         model_name = osp.split(model['config'])[-1].split('.')[0]
         for k, v in model['results'].items():
+            if k == 'memory':
+                continue
             model_name += '_{}-{}_'.format(k, v)
         model_name += model['model_time']
         publish_model_path = osp.join(model_publish_dir, model_name)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ repos:
   - repo: https://github.com/timothycrosley/isort
     rev: 4.3.21
     hooks:
-        - id: isort
+      - id: isort
   - repo: https://github.com/pre-commit/mirrors-yapf
     rev: v0.29.0
     hooks:
@@ -23,5 +23,6 @@ repos:
       - id: end-of-file-fixer
       - id: requirements-txt-fixer
       - id: double-quote-string-fixer
+      - id: check-merge-conflict
       - id: fix-encoding-pragma
         args: ["--remove"]
diff --git a/configs/cascade_rcnn/README.md b/configs/cascade_rcnn/README.md
@@ -29,8 +29,8 @@
 |    R-101-FPN    | pytorch |   20e   |   -      |      -         |  42.5  | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_r101_fpn_20e_coco/cascade_rcnn_r101_fpn_20e_coco_bbox_mAP-0.425_20200504_231812-5057dcc5.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_r101_fpn_20e_coco/cascade_rcnn_r101_fpn_20e_coco_20200504_231812.log.json) |
 | X-101-32x4d-FPN | pytorch |   1x    |   7.6    |      10.9      |  43.7  | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_x101_32x4d_fpn_1x_coco/cascade_rcnn_x101_32x4d_fpn_1x_coco_20200316-95c2deb6.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_x101_32x4d_fpn_1x_coco/cascade_rcnn_x101_32x4d_fpn_1x_coco_20200316_055608.log.json) |
 | X-101-32x4d-FPN | pytorch |   20e   |          |                |        | |
-| X-101-64x4d-FPN | pytorch |   1x    |          |                |        | |
-| X-101-64x4d-FPN | pytorch |   20e   |          |                |        | |
+| X-101-64x4d-FPN | pytorch |   1x    |  10.7    |                | 44.7   | |
+| X-101-64x4d-FPN | pytorch |   20e   |  10.7    |                | 44.5   | |
 
 
 ### Cascade Mask R-CNN
@@ -45,8 +45,12 @@
 |    R-101-FPN    | pytorch |   20e   |  -       |  -             | 43.4   | 37.8    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_fpn_20e_coco/cascade_mask_rcnn_r101_fpn_20e_coco_bbox_mAP-0.434__segm_mAP-0.378_20200504_174836-005947da.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_fpn_20e_coco/cascade_mask_rcnn_r101_fpn_20e_coco_20200504_174836.log.json)|
 | X-101-32x4d-FPN | pytorch |   1x    |  9.2     |  8.6           | 44.3   | 38.3    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco_20200201-0f411b1f.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco_20200201_052416.log.json) |
 | X-101-32x4d-FPN | pytorch |   20e   |          |                |        |         | |
+<<<<<<< HEAD
+| X-101-64x4d-FPN | pytorch |   20e   |  12.2   |                 | 45.6     |39.5   | |
+=======
 | X-101-64x4d-FPN | pytorch |   1x    |  12.2    |  6.7           | 45.3   | 39.2    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco_20200203-9a2db89d.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco_20200203_044059.log.json) |
-| X-101-64x4d-FPN | pytorch |   20e   |          |                |        |         | |
+| X-101-64x4d-FPN | pytorch |   20e   |  12.2   |                 | 45.6     |39.5   | |
+>>>>>>> 0367dd9ca4456dc701ee79498a5cf733fe8203bf
 
 **Notes:**
 

diff --git a/configs/faster_rcnn/README.md b/configs/faster_rcnn/README.md
@@ -25,7 +25,7 @@
 | X-101-32x4d-FPN | pytorch |   1x    | 7.2      | 13.8           | 41.2   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_1x_coco/faster_rcnn_x101_32x4d_fpn_1x_coco_20200203-cff10310.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_1x_coco/faster_rcnn_x101_32x4d_fpn_1x_coco_20200203_000520.log.json) |
 | X-101-32x4d-FPN | pytorch |   2x    | -        | -              | 41.2   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_2x_coco/faster_rcnn_x101_32x4d_fpn_2x_coco_bbox_mAP-0.412_20200506_041400-64a12c0b.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_32x4d_fpn_2x_coco/faster_rcnn_x101_32x4d_fpn_2x_coco_20200506_041400.log.json) |
 | X-101-64x4d-FPN | pytorch |   1x    | 10.3     | 9.4            | 42.1   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco/faster_rcnn_x101_64x4d_fpn_1x_coco_20200204-833ee192.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_x101_64x4d_fpn_1x_coco/faster_rcnn_x101_64x4d_fpn_1x_coco_20200204_134340.log.json) |
-| X-101-64x4d-FPN | pytorch |   2x    |          |                |        | |
+| X-101-64x4d-FPN | pytorch |   2x    | -        | -              | 41.6   | |
 
 ## Different regression loss
 We trained with R-50-FPN pytorch style backbone for 1x schedule.

diff --git a/configs/gcnet/README.md b/configs/gcnet/README.md
@@ -25,7 +25,7 @@ The results on COCO 2017val are shown in the below table.
 
 | Backbone  | Model            | Context        | Lr schd | Mem (GB) | Inf time (fps) | box AP | mask AP | Download  |
 | :-------: | :--------------: | :------------: | :-----: | :------: | :------------: | :----: | :-----: | :-------: |
-| R-50-FPN  | Mask             | GC(c3-c5, r16) |   1x    |          |                |        |         |  |
+| R-50-FPN  | Mask             | GC(c3-c5, r16) |   1x    | 5.0      |               | 39.7   | 35.9    |  |
 | R-50-FPN  | Mask             | GC(c3-c5, r4)  |   1x    | 5.1      | 15.0          | 39.9   | 36.0    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco/mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco_20200204-17235656.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco/mask_rcnn_r50_fpn_r4_gcb_c3-c5_1x_coco_20200204_024626.log.json) |
 | R-101-FPN | Mask             | GC(c3-c5, r16) |   1x    | 7.6      | 11.4           | 41.3   | 37.2    | [model](mmdetection/v2.0/gcnet/mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco/mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco_20200205-e58ae947.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco/mask_rcnn_r101_fpn_r16_gcb_c3-c5_1x_coco_20200205_192835.log.json) |
 | R-101-FPN | Mask             | GC(c3-c5, r4)  |   1x    | 7.8      | 11.6           | 42.2   | 37.8    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco/mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco_20200206-af22dc9d.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco/mask_rcnn_r101_fpn_r4_gcb_c3-c5_1x_coco_20200206_112128.log.json) |
@@ -44,9 +44,9 @@ The results on COCO 2017val are shown in the below table.
 | X-101-FPN | Cascade Mask     |      -         |   1x    | 9.2      | 8.4            | 44.7   | 38.6    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco_20200310-d5ad2a5e.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_1x_coco_20200310_115217.log.json) |
 | X-101-FPN | Cascade Mask     | GC(c3-c5, r16) |   1x    | 10.3     | 7.7            | 46.2   | 39.7    | [modle](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco_20200211-10bf2463.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gcnet/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_syncbn-backbone_r16_gcb_c3-c5_1x_coco_20200211_184154.log.json) |
 | X-101-FPN | Cascade Mask     | GC(c3-c5, r4)  |   1x    |          |                |        |         |  |
-| X-101-FPN | DCN Cascade Mask |      -         |   1x    |          |                |        |         |  |
-| X-101-FPN | DCN Cascade Mask | GC(c3-c5, r16) |   1x    |          |                |        |         |  |
-| X-101-FPN | DCN Cascade Mask | GC(c3-c5, r4)  |   1x    |          |                |        |         |  |
+| X-101-FPN | DCN Cascade Mask |      -         |   1x    |          |                | 44.9   |   38.9  |  |
+| X-101-FPN | DCN Cascade Mask | GC(c3-c5, r16) |   1x    |          |                | 44.6   |         |  |
+| X-101-FPN | DCN Cascade Mask | GC(c3-c5, r4)  |   1x    |          |                | 45.7   |  39.5   |  |
 
 
 **Notes:**

diff --git a/configs/gn/README.md b/configs/gn/README.md
@@ -18,7 +18,7 @@
 | R-50-FPN (d)  | Mask R-CNN | 2x      | 7.1      | 11.0           | 40.2   | 36.4    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_2x_coco/mask_rcnn_r50_fpn_gn-all_2x_coco_20200206-8eee02a6.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_2x_coco/mask_rcnn_r50_fpn_gn-all_2x_coco_20200206_050355.log.json) |
 | R-50-FPN (d)  | Mask R-CNN | 3x      | 7.1      | -              | 40.5   | 36.7    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_3x_coco/mask_rcnn_r50_fpn_gn-all_3x_coco_20200214-8b23b1e5.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_3x_coco/mask_rcnn_r50_fpn_gn-all_3x_coco_20200214_063512.log.json) |
 | R-101-FPN (d) | Mask R-CNN | 2x      | 9.9      | 9.0            | 41.9   | 37.6    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r101_fpn_gn-all_2x_coco/mask_rcnn_r101_fpn_gn-all_2x_coco_20200205-d96b1b50.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r101_fpn_gn-all_2x_coco/mask_rcnn_r101_fpn_gn-all_2x_coco_20200205_234402.log.json) |
-| R-101-FPN (d) | Mask R-CNN | 3x      |          |                |        |         |  |
+| R-101-FPN (d) | Mask R-CNN | 3x      | 9.9      |                | 42.1   | 38.0    |  |
 | R-50-FPN (c)  | Mask R-CNN | 2x      | 7.1      | 10.9           | 40.0   | 36.1    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_contrib_2x_coco/mask_rcnn_r50_fpn_gn-all_contrib_2x_coco_20200207-20d3e849.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_contrib_2x_coco/mask_rcnn_r50_fpn_gn-all_contrib_2x_coco_20200207_225832.log.json) |
 | R-50-FPN (c)  | Mask R-CNN | 3x      | 7.1      | -              | 40.1   | 36.2    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_contrib_3x_coco/mask_rcnn_r50_fpn_gn-all_contrib_3x_coco_20200225-542aefbc.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/gn/mask_rcnn_r50_fpn_gn-all_contrib_3x_coco/mask_rcnn_r50_fpn_gn-all_contrib_3x_coco_20200225_235135.log.json) |
 

diff --git a/configs/hrnet/README.md b/configs/hrnet/README.md
@@ -32,7 +32,7 @@
 |   HRNetV2p-W32  | pytorch |   1x    | 9.0      | 12.4           | 40.2   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/faster_rcnn_hrnetv2p_w32_1x_coco/faster_rcnn_hrnetv2p_w32_1x_coco_20200130-6e286425.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/faster_rcnn_hrnetv2p_w32_1x_coco/faster_rcnn_hrnetv2p_w32_1x_coco_20200130_204442.log.json) |
 |   HRNetV2p-W32  | pytorch |   2x    |          |                |        |  |
 |   HRNetV2p-W48  | pytorch |   1x    | 10.4     | 10.5           | 41.2   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/faster_rcnn_hrnetv2p_w40_1x_coco/faster_rcnn_hrnetv2p_w40_1x_coco_20200210-95c1f5ce.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/faster_rcnn_hrnetv2p_w40_1x_coco/faster_rcnn_hrnetv2p_w40_1x_coco_20200210_125315.log.json) |
-|   HRNetV2p-W48  | pytorch |   2x    |          |                |        |  |
+|   HRNetV2p-W40  | pytorch |   2x    | 10.4     |                |  42.1  |  |
 
 ### Mask R-CNN
 
@@ -42,8 +42,8 @@
 |   HRNetV2p-W18  | pytorch |   2x    | 7.0      | -              | 39.8   | 36.0    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w18_2x_coco/mask_rcnn_hrnetv2p_w18_2x_coco_20200212-b3c825b1.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w18_2x_coco/mask_rcnn_hrnetv2p_w18_2x_coco_20200212_134222.log.json) |
 |   HRNetV2p-W32  | pytorch |   1x    | 9.4      | 11.3           | 41.2   | 37.1    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w32_1x_coco/mask_rcnn_hrnetv2p_w32_1x_coco_20200207-b29f616e.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w32_1x_coco/mask_rcnn_hrnetv2p_w32_1x_coco_20200207_055017.log.json) |
 |   HRNetV2p-W32  | pytorch |   2x    | 9.4      | -              | 42.5   | 37.8    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w32_2x_coco/mask_rcnn_hrnetv2p_w32_2x_coco_20200213-45b75b4d.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/mask_rcnn_hrnetv2p_w32_2x_coco/mask_rcnn_hrnetv2p_w32_2x_coco_20200213_150518.log.json) |
-|   HRNetV2p-W48  | pytorch |   1x    |          |                |        |         |  |
-|   HRNetV2p-W48  | pytorch |   2x    |          |                |        |         |  |
+|   HRNetV2p-W40  | pytorch |   1x    |  10.9    |                | 42.1   |  37.5   |  |
+|   HRNetV2p-W40  | pytorch |   2x    |   10.9   |                | 42.8   |  38.2   |  |
 
 
 ### Cascade R-CNN
@@ -52,15 +52,15 @@
 | :-------------: | :-----: | :-----: | :------: | :-------------:|:------:| :-------:|
 |   HRNetV2p-W18  | pytorch |   20e   |  7.0     | 11.0           | 41.2   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/cascade_rcnn_hrnetv2p_w18_20e_coco/cascade_rcnn_hrnetv2p_w18_20e_coco_20200210-434be9d7.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/cascade_rcnn_hrnetv2p_w18_20e_coco/cascade_rcnn_hrnetv2p_w18_20e_coco_20200210_105632.log.json)  |
 |   HRNetV2p-W32  | pytorch |   20e   |  9.4     | 11.0           | 43.3   | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/cascade_rcnn_hrnetv2p_w32_20e_coco/cascade_rcnn_hrnetv2p_w32_20e_coco_20200208-928455a4.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/hrnet/cascade_rcnn_hrnetv2p_w32_20e_coco/cascade_rcnn_hrnetv2p_w32_20e_coco_20200208_160511.log.json)  |
-|   HRNetV2p-W48  | pytorch |   20e   |          |                |        |  |
+|   HRNetV2p-W40  | pytorch |   20e   |  10.8    |                | 43.8   |  |
 
 
 ### Cascade Mask R-CNN
 
 |    Backbone     |  Style  | Lr schd | Mem (GB) | Inf time (fps) | box AP | mask AP | Download |
 | :-------------: | :-----: | :-----: | :------: | :-------------:|:------:| :------:|:--------:|
 |   HRNetV2p-W18  | pytorch |   20e   |          | 8.5            |        |         |  |
-|   HRNetV2p-W32  | pytorch |   20e   |          | 8.3            |        |         |  |
+|   HRNetV2p-W32  | pytorch |   20e   |          | 8.3            |44.3    |38.6     |  |
 |   HRNetV2p-W48  | pytorch |   20e   |          |                |        |         |  |
 
 

diff --git a/configs/instaboost/README.md b/configs/instaboost/README.md
@@ -39,6 +39,6 @@ InstaBoost have been already integrated in the data pipeline, thus all you need
 | :-------------: |      :--------:      | :-----: | :------: | :------------: | :------:| :-----: | :-----------------: |
 |    Mask R-CNN   |       R-50-FPN       |   4x    | 4.4      | 17.5           | 40.6    | 36.6    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/instaboost/mask_rcnn_r50_fpn_instaboost_4x_coco/mask_rcnn_r50_fpn_instaboost_4x_coco_20200307-d025f83a.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/instaboost/mask_rcnn_r50_fpn_instaboost_4x_coco/mask_rcnn_r50_fpn_instaboost_4x_coco_20200307_223635.log.json) |
 |    Mask R-CNN   |      R-101-FPN       |   4x    |          |                |         |         | |
-|    Mask R-CNN   |   X-101-64x4d-FPN    |   4x    |          |                |         |         | |
+|    Mask R-CNN   |   X-101-64x4d-FPN    |   4x    | 10.7     |                | 44.7    | 39.7    | |
 |  Cascade R-CNN  |       R-101-FPN      |   4x    | 6.0      | 12.0            | 43.7    | 38.0    | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/instaboost/cascade_mask_rcnn_r50_fpn_instaboost_4x_coco/cascade_mask_rcnn_r50_fpn_instaboost_4x_coco_20200307-c19d98d9.pth) &#124; [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/v2.0/instaboost/cascade_mask_rcnn_r50_fpn_instaboost_4x_coco/cascade_mask_rcnn_r50_fpn_instaboost_4x_coco_20200307_223646.log.json) |
 |  Cascade R-CNN  |   X-101-64x4d-FPN    |   4x    |          |                |         |         | |