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Commit 3440dd4f authored by A. Unique TensorFlower's avatar A. Unique TensorFlower
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official/projects/qat/vision/README.md
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...@@ -56,8 +56,8 @@ validation set. ...@@ -56,8 +56,8 @@ validation set.
### Pre-trained Models ### Pre-trained Models
model | resolution | mIoU | mIoU (FP32) | mIoU (FP16) | mIoU (INT8) | mIoU (QAT INT8) | download (tflite) model | resolution | mIoU | mIoU (FP32) | mIoU (FP16) | mIoU (INT8) | mIoU (QAT INT8) | download (tflite)|
:------------------------- | :--------: | ----: | ----------: | ----------: | ----------: | --------------: | ------------------------------------------------------: | ------------------------------------------------------: | -------------------------------------------------------: | ------------------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | ----------------: :------------------------- | :--------: | ----: | ----------: | ----------: | ----------: | --------------: | ----------------:
MobileNet v2 + DeepLab v3 | 512x512 | 75.27 | 75.30 | 75.32 | 73.95 | 74.68 | [FP32](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/model_none.tflite) \| [FP16](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/model_fp16.tflite) \| [INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21model_int8_full.tflite) \| [QAT INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/Fmodel_default.tflite) MobileNet v2 + DeepLab v3 | 512x512 | 75.27 | 75.30 | 75.32 | 73.95 | 74.68 | [FP32](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/model_none.tflite) \| [FP16](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/model_fp16.tflite) \| [INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21model_int8_full.tflite) \| [QAT INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/deeplabv3_mobilenetv2_pascal_coco_0.21/Fmodel_default.tflite)
MobileNet v2 + DeepLab v3+ | 1024x2048 | 73.82 | 73.84 | 73.65 | 72.33 | 73.49 | [FP32](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/model_none.tflite) \| [FP16](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/Fmodel_fp16.tflite) \| [INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/model_int8_full.tflite) \| [QAT INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/Fmodel_default.tflite) MobileNet v2 + DeepLab v3+ | 1024x2048 | 73.82 | 73.84 | 73.65 | 72.33 | 73.49 | [FP32](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/model_none.tflite) \| [FP16](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/Fmodel_fp16.tflite) \| [INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/model_int8_full.tflite) \| [QAT INT8](https://storage.googleapis.com/tf_model_garden/vision/qat/mnv2_deeplabv3plus_cityscapes/Fmodel_default.tflite)
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