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README.md
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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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| TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.
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| TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.
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| TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.
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| TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.
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| TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.
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| TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.
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| TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.
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| TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.
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| TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.
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| TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.
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| TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 11.
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| TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.
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| TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.
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| TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE |
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| TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 2.
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| TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.
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| TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.
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| TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.
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| TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.
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| TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.
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| TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.
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| TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.
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| TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.
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| TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.
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| TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.
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| TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.
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| TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.
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| TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.
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| TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.
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| TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE |
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| TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN |
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| TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX |
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| TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE |
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| TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN |
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| TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE |
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN |
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
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| TrOCREncoder | SA7255P ADP | SA7255P | TFLITE |
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| TrOCREncoder | SA7255P ADP | SA7255P | QNN |
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| TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE |
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| TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN |
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| TrOCREncoder | SA8295P ADP | SA8295P | TFLITE |
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| TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.
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| TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE |
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| TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN |
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| TrOCREncoder | SA8775P ADP | SA8775P | TFLITE |
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| TrOCREncoder | SA8775P ADP | SA8775P | QNN |
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| TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE |
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| TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN |
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| TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE |
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| TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | 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.
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Estimated peak memory usage (MB): [0,
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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) :
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Estimated peak memory usage (MB): [
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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) |
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| TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 248.286 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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| 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) |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 36.68 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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| 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) |
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| TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.585 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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| 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) |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 51.994 ms | 2 - 170 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.406 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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| 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) |
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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) : 2.1
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Estimated peak memory usage (MB): [0, 30]
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Total # Ops : 399
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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, 31]
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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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