Internal change

PiperOrigin-RevId: 367083514

official/vision/beta/MODEL_GARDEN.md

@@ -67,9 +67,15 @@ ResNet-RS-350 | 320x320    | 164.3   | 84.2  | 96.9  | [config](https://github.c
 
 | backbone        | resolution    | epochs  | FLOPs (B)     | params (M) |  box AP |   download |
 | ------------ |:-------------:| ---------:|-----------:|--------:|---------:|-----------:|
-| SpineNet-49  | 640x640       |    500    | 85.4| 28.5 | 44.2 | [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet49_tpu.yaml) [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
-| SpineNet-96  | 1024x1024     |    500    | 265.4 | 43.0 | 48.5 |  [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet96_tpu.yaml) [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
-| SpineNet-143 | 1280x1280     |    500    | 524.0 | 67.0 | 50.0 | [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet143_tpu.yaml) [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
+| SpineNet-49  | 640x640       |    500    | 85.4| 28.5 | 44.2 | [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet49_tpu.yaml) \| [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
+| SpineNet-96  | 1024x1024     |    500    | 265.4 | 43.0 | 48.5 |  [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet96_tpu.yaml) \| [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
+| SpineNet-143 | 1280x1280     |    500    | 524.0 | 67.0 | 50.0 | [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet143_tpu.yaml) \| [TB.dev](https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)|
+
+#### Mobile-size RetinaNet (Trained from scratch):
+
+backbone     | resolution | epochs | FLOPs (B) | params (M) | box AP | download
+------------ | :--------: | -----: | --------: | ---------: | -----: | -------:
+Mobile SpineNet-49  | 384x384    | 600    | 1.0      | 2.32       | 28.1   | [config](https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet49_mobile_tpu.yaml) |
 
 
 ### Instance Segmentation Baselines

official/vision/beta/configs/experiments/retinanet/coco_spinenet49_mobile_tpu.yaml

+# --experiment_type=retinanet_spinenet_mobile_coco
 runtime:
   distribution_strategy: 'tpu'
   mixed_precision_dtype: 'bfloat16'
@@ -36,7 +37,7 @@ task:
     parser:
       aug_rand_hflip: true
       aug_scale_max: 2.0
-      aug_scale_min: 0.1
+      aug_scale_min: 0.5
   validation_data:
     dtype: 'bfloat16'
     global_batch_size: 8

official/vision/beta/configs/experiments/retinanet/coco_spinenet49s_mobile_tpu.yaml

+# --experiment_type=retinanet_spinenet_mobile_coco
 runtime:
   distribution_strategy: 'tpu'
   mixed_precision_dtype: 'bfloat16'
@@ -36,7 +37,7 @@ task:
     parser:
       aug_rand_hflip: true
       aug_scale_max: 2.0
-      aug_scale_min: 0.1
+      aug_scale_min: 0.5
   validation_data:
     dtype: 'bfloat16'
     global_batch_size: 8

official/vision/beta/configs/experiments/retinanet/coco_spinenet49xs_mobile_tpu.yaml

+# --experiment_type=retinanet_spinenet_mobile_coco
 runtime:
   distribution_strategy: 'tpu'
   mixed_precision_dtype: 'bfloat16'
@@ -36,7 +37,7 @@ task:
     parser:
       aug_rand_hflip: true
       aug_scale_max: 2.0
-      aug_scale_min: 0.1
+      aug_scale_min: 0.5
   validation_data:
     dtype: 'bfloat16'
     global_batch_size: 8