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@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.163 ms | 0 - 34 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.044 ms | 2 - 5 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
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- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.593 ms | 0 - 227 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.459 ms | 0 - 130 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.517 ms | 0 - 19 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
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- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.984 ms | 0 - 138 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.379 ms | 0 - 62 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.246 ms | 2 - 64 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.78 ms | 1 - 67 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.79 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 11.696 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.084 ms | 0 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.075 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.017 ms | 0 - 52 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 2.913 ms | 7 - 21 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.1 ms | 0 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.321 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.142 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.06 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.79 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.696 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.064 ms | 0 - 29 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.062 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.142 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.06 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.658 ms | 0 - 124 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.427 ms | 4 - 126 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.212 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.389 ms | 68 - 68 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 37.307 ms | 8 - 36 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 38.013 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
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- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 37.944 ms | 14 - 125 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 28.402 ms | 6 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 30.166 ms | 2 - 21 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
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- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.119 ms | 12 - 123 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 26.738 ms | 6 - 171 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 22.69 ms | 2 - 168 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 25.977 ms | 14 - 124 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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- | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 253.63 ms | 4 - 167 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 249.787 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 37.287 ms | 7 - 32 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 38.012 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 51.229 ms | 7 - 168 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.73 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 37.283 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.826 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 45.975 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8775P ADP | SA8775P | QNN | 43.717 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 253.63 ms | 4 - 167 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 249.787 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 37.453 ms | 7 - 32 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 37.864 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 45.975 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 43.717 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 46.089 ms | 7 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 47.168 ms | 2 - 171 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 35.409 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.327 ms | 51 - 51 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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@@ -157,8 +157,8 @@ Profiling Results
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  TrOCRDecoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 2.2
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- Estimated peak memory usage (MB): [0, 34]
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  Total # Ops : 399
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  Compute Unit(s) : NPU (399 ops)
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@@ -166,8 +166,8 @@ Compute Unit(s) : NPU (399 ops)
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  TrOCREncoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 37.3
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- Estimated peak memory usage (MB): [8, 36]
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  Total # Ops : 591
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  Compute Unit(s) : NPU (591 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.135 ms | 0 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.03 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
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+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.578 ms | 0 - 183 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.447 ms | 0 - 129 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.497 ms | 0 - 21 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
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+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.867 ms | 0 - 134 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.216 ms | 0 - 61 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.237 ms | 3 - 64 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.755 ms | 3 - 69 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.828 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 11.69 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.097 ms | 0 - 52 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.023 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 2.973 ms | 0 - 52 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 2.919 ms | 7 - 25 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.086 ms | 0 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.038 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.12 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.009 ms | 6 - 17 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.828 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.69 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.068 ms | 0 - 85 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.02 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.12 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.009 ms | 6 - 17 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.775 ms | 0 - 123 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.784 ms | 5 - 130 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.205 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.331 ms | 68 - 68 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 38.902 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 36.585 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
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+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 38.574 ms | 14 - 123 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 29.975 ms | 5 - 171 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 29.869 ms | 2 - 22 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
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+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.367 ms | 14 - 127 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 27.693 ms | 6 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 26.389 ms | 2 - 165 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 26.791 ms | 14 - 123 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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+ | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 256.442 ms | 6 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 248.286 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 39.664 ms | 7 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 37.716 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 53.193 ms | 0 - 162 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.2 ms | 2 - 20 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 39.12 ms | 7 - 27 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 36.737 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 47.664 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8775P ADP | SA8775P | QNN | 42.585 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 256.442 ms | 6 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
88
+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 248.286 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
89
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 38.481 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
90
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 36.68 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
91
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 47.664 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
92
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.585 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
93
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 51.659 ms | 7 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
94
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 51.994 ms | 2 - 170 MB | FP16 | NPU | Use Export Script |
95
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.406 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
96
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.296 ms | 51 - 51 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
97
 
98
 
99
 
 
157
  TrOCRDecoder
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 2.1
161
+ Estimated peak memory usage (MB): [0, 30]
162
  Total # Ops : 399
163
  Compute Unit(s) : NPU (399 ops)
164
 
 
166
  TrOCREncoder
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 38.9
170
+ Estimated peak memory usage (MB): [7, 31]
171
  Total # Ops : 591
172
  Compute Unit(s) : NPU (591 ops)
173
  ```