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README.md

@@ -1,7 +1,7 @@
 ---
 library_name: pytorch
 license: mit
-pipeline_tag: depth-estimation
+pipeline_tag: image-to-text
 tags:
 - android
 
@@ -22,7 +22,7 @@ More details on model performance across various devices, can be found
 
 ### Model Details
 
-- **Model Type:** Depth estimation
+- **Model Type:** Image to text
 - **Model Stats:**
   - Model checkpoint: trocr-small-stage1
   - Input resolution: 320x320
@@ -36,10 +36,10 @@ More details on model performance across various devices, can be found
 
 | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
 | ---|---|---|---|---|---|---|---|
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 118.61 ms | 7 - 9 MB | FP16 | NPU |  [TrOCREncoder.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 2.671 ms | 0 - 2 MB | FP16 | NPU |  [TrOCRDecoder.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 120.917 ms | 2 - 21 MB | FP16 | NPU |  [TrOCREncoder.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 3.212 ms | 1 - 272 MB | FP16 | NPU |  [TrOCRDecoder.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 66.632 ms | 7 - 9 MB | FP16 | NPU |  [TrOCREncoder.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 2.71 ms | 0 - 2 MB | FP16 | NPU |  [TrOCRDecoder.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 68.321 ms | 0 - 21 MB | FP16 | NPU |  [TrOCREncoder.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 3.068 ms | 0 - 270 MB | FP16 | NPU |  [TrOCRDecoder.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) 
 
 
 
@@ -102,16 +102,16 @@ python -m qai_hub_models.models.trocr.export
 Profile Job summary of TrOCREncoder
 --------------------------------------------------
 Device: Snapdragon X Elite CRD (11)
-Estimated Inference Time: 103.20 ms
-Estimated Peak Memory Range: 1.69-1.69 MB
+Estimated Inference Time: 47.46 ms
+Estimated Peak Memory Range: 1.70-1.70 MB
 Compute Units: NPU (443) | Total (443)
 
 Profile Job summary of TrOCRDecoder
 --------------------------------------------------
 Device: Snapdragon X Elite CRD (11)
-Estimated Inference Time: 2.96 ms
+Estimated Inference Time: 3.02 ms
 Estimated Peak Memory Range: 7.05-7.05 MB
-Compute Units: NPU (357) | Total (357)
+Compute Units: NPU (356) | Total (356)
 
 
 ```