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@@ -36,63 +36,63 @@ 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 | 2.061 ms | 0 - 27 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 | 2.083 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 | 2.55 ms | 0 - 128 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 | 1.512 ms | 0 - 135 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 | 1.509 ms | 0 - 18 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 | 1.766 ms | 0 - 135 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 | 1.228 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 | 1.404 ms | 3 - 65 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.678 ms | 3 - 152 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.747 ms | 0 - 60 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 11.72 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.083 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 | 2.041 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.033 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 | 2.893 ms | 7 - 25 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 | 2.015 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.149 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 | 7 - 17 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.747 ms | 0 - 60 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.72 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.066 ms | 0 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.03 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.149 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 | 7 - 17 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.885 ms | 0 - 122 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.985 ms | 7 - 133 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.234 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.322 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 | 38.875 ms | 7 - 29 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 | 36.998 ms | 0 - 2 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 | 36.962 ms | 7 - 134 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 | 29.99 ms | 6 - 174 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 | 30.188 ms | 2 - 20 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 | 30.736 ms | 14 - 165 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 | 27.772 ms | 5 - 168 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 | 26.54 ms | 2 - 166 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 28.836 ms | 14 - 172 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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- | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 256.881 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 248.315 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 38.924 ms | 8 - 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 | 36.621 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 53.159 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.227 ms | 2 - 18 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 38.668 ms | 7 - 36 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 36.86 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 47.569 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 | 42.56 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 256.881 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 248.315 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 38.449 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 | 37.026 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 47.569 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.56 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 48.787 ms | 7 - 171 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 50.666 ms | 2 - 168 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.302 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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  | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.636 ms | 50 - 50 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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@@ -158,7 +158,7 @@ TrOCRDecoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.1
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- Estimated peak memory usage (MB): [0, 27]
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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) : 38.9
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- Estimated peak memory usage (MB): [7, 29]
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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 | 2.061 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 | 2.1 ms | 1 - 26 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 | 2.719 ms | 0 - 234 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 | 1.475 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 | 1.552 ms | 0 - 133 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 | 2.063 ms | 0 - 135 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 | 1.367 ms | 0 - 60 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 | 1.241 ms | 1 - 63 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.674 ms | 7 - 155 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.778 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 | 11.685 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.107 ms | 0 - 29 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.033 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.072 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 | 3.001 ms | 7 - 25 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.071 ms | 0 - 97 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.082 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.171 ms | 0 - 58 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.005 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.778 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 | 11.685 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.084 ms | 0 - 26 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.204 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.171 ms | 0 - 58 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.005 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.711 ms | 0 - 121 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.838 ms | 4 - 126 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.183 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.306 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 | 38.67 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 | 38.46 ms | 2 - 23 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 | 36.885 ms | 14 - 142 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 | 30.36 ms | 5 - 169 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 | 30.482 ms | 2 - 171 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 | 30.161 ms | 14 - 164 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 | 24.168 ms | 5 - 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 | 26.201 ms | 2 - 166 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 28.217 ms | 12 - 171 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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+ | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 256.471 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.564 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 39.462 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 36.844 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 53.223 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.12 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 39.025 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 | 36.915 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 47.642 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 | 42.601 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 256.471 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 247.564 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
89
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 38.604 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
90
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 36.951 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
91
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 47.642 ms | 7 - 169 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
92
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.601 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
93
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 48.968 ms | 7 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
94
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 50.164 ms | 2 - 169 MB | FP16 | NPU | Use Export Script |
95
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.307 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
96
  | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.636 ms | 50 - 50 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
97
 
98
 
 
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) : 38.7
170
+ Estimated peak memory usage (MB): [7, 31]
171
  Total # Ops : 591
172
  Compute Unit(s) : NPU (591 ops)
173
  ```