cyclemlp fix bug and add models

Author: xperzy

image_classification/CycleMLP/README.md

@@ -18,13 +18,17 @@ This implementation is developed by [PPViT](https://github.com/xperzy/PPViT/tree
 Update (2021-09-24): Code is released and ported weights are uploaded.
 
 ## Models Zoo
-| Model                          | Acc@1 | Acc@5 | Image Size | Crop_pct | Interpolation | Link        |
-|--------------------------------|-------|-------|------------|----------|---------------|--------------|
-| cyclemlp_b1 | 78.85 | 94.60 | 224        | 0.9   | bicubic       |  |
-| cyclemlp_b2 | 81.58 | 95.81 | 224        | 0.9     | bicubic      |  |
-| cyclemlp_b3 | 82.42 | 96.07 | 224        | 0.9     | bicubic      |  |
-| cyclemlp_b4 | 82.96 | 96.33 | 224 | 0.875 | bicubic | |
-| cyclemlp_b5 | 83.25 | 96.44 | 224 | 0.875 | bicubic | |
+| Model                         | Acc@1 | Acc@5 | #Params | FLOPs  | Image Size | Crop_pct | Interpolation | Link         |
+|-------------------------------|-------|-------|---------|--------|------------|----------|---------------|--------------|
+| cyclemlp_b1 					 | 78.85 | 94.60 | 15.1M   |    | 224   	    | 0.9    | bicubic       | [google](https://drive.google.com/file/d/10WQenRy9lfOJF4xEHc9Mekp4zHRh0mJ_/view?usp=sharing)/[baidu](https://pan.baidu.com/s/11UQp1RkWBsZFOqit_uU80w)(mnbr) |
+| cyclemlp_b2 					 | 81.58 | 95.81 | 26.8M   |    | 224   	    | 0.9    | bicubic       | [google](https://drive.google.com/file/d/1dtQHCwtxNh9jgiHivN5iYpHe7uKRUjhk/view?usp=sharing)/[baidu](https://pan.baidu.com/s/1Js-Oq5vyiB7oPagn43cn3Q)(jwj9) |
+| cyclemlp_b3 					 | 82.42 | 96.07 | 38.3M   |    | 224   	    | 0.9    | bicubic       | [google](https://drive.google.com/file/d/11kMq112tAwVE5llJIepIIixz74AjaJhU/view?usp=sharing)/[baidu](https://pan.baidu.com/s/1b7cau1yPxqATA8X7t2DXkw)(v2fy) |
+| cyclemlp_b4 					 | 82.96 | 96.33 | 51.8M   |    | 224   	    | 0.875  | bicubic       | [google](https://drive.google.com/file/d/1vwJ0eD9Ic-NvLvCz1zEAmn7RxBMtd_v2/view?usp=sharing)/[baidu](https://pan.baidu.com/s/1P3TlnXRFGWj9nVP5xBGGWQ)(fnqd) |
+| cyclemlp_b5 					 | 83.25 | 96.44 | 75.7M   |    | 224   	    | 0.875  | bicubic       | [google](https://drive.google.com/file/d/12_I4cfOBfp7kC0RvmnMXFqrSxww6plRW/view?usp=sharing)/[baidu](https://pan.baidu.com/s/1-Cka1tNqGUQutkAP3VZXzQ)(s55c) |
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 > *The results are evaluated on ImageNet2012 validation set.
 > 

image_classification/CycleMLP/config.py

@@ -84,7 +84,7 @@
 _C.SEED = 0
 _C.EVAL = False # run evaluation only
 _C.LOCAL_RANK = 0
-_C.NGPUS = 1
+_C.NGPUS = -1 #Default: -1
 
 
 def _update_config_from_file(config, cfg_file):