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README.md

@@ -38,10 +38,10 @@ 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 | 13.293 ms | 0 - 3 MB | FP16 | NPU |  [CLIPTextEncoder.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 126.539 ms | 0 - 261 MB | FP16 | NPU |  [CLIPImageEncoder.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 7.81 ms | 0 - 30 MB | FP16 | NPU |  [CLIPTextEncoder.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) 
-| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 50.274 ms | 0 - 63 MB | FP16 | NPU |  [CLIPImageEncoder.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 10.955 ms | 0 - 3 MB | FP16 | NPU |  [CLIPTextEncoder.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 66.863 ms | 0 - 3 MB | FP16 | NPU |  [CLIPImageEncoder.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 7.761 ms | 0 - 17 MB | FP16 | NPU |  [CLIPTextEncoder.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) 
+| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 50.137 ms | 0 - 63 MB | FP16 | NPU |  [CLIPImageEncoder.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) 
 
 
 
@@ -104,16 +104,16 @@ python -m qai_hub_models.models.openai_clip.export
 Profile Job summary of CLIPTextEncoder
 --------------------------------------------------
 Device: Snapdragon X Elite CRD (11)
-Estimated Inference Time: 8.43 ms
+Estimated Inference Time: 8.25 ms
 Estimated Peak Memory Range: 0.15-0.15 MB
 Compute Units: NPU (377) | Total (377)
 
 Profile Job summary of CLIPImageEncoder
 --------------------------------------------------
 Device: Snapdragon X Elite CRD (11)
-Estimated Inference Time: 48.61 ms
+Estimated Inference Time: 36.05 ms
 Estimated Peak Memory Range: 0.57-0.57 MB
-Compute Units: NPU (369) | Total (369)
+Compute Units: NPU (370) | Total (370)
 
 
 ```
@@ -138,7 +138,6 @@ from qai_hub_models.models.openai_clip import Model
 
 # Load the model
 torch_model = Model.from_pretrained()
-torch_model.eval()
 
 # Device
 device = hub.Device("Samsung Galaxy S23")