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README.md
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@@ -36,55 +36,56 @@ 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 |
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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 | 2.
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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 |
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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 | SA7255P ADP | SA7255P | TFLITE | 12.
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| TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 12.
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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 | 3.
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| TrOCRDecoder | SA8295P ADP | SA8295P | QNN |
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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 | 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 | 50.
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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 | 31.
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 36.
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 33.
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 49.
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN |
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| TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 266.
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| TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.
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| TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 50.
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| TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 37.
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| TrOCREncoder | SA8295P ADP | SA8295P |
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| TrOCREncoder |
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| TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy |
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| TrOCREncoder |
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| TrOCREncoder | SA8775P ADP | SA8775P |
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| TrOCREncoder |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy |
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| TrOCREncoder |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite |
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@@ -150,7 +151,7 @@ TrOCRDecoder
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 2.2
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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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@@ -158,8 +159,8 @@ 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) : 50.
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Estimated peak memory usage (MB): [7,
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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 | 2.172 ms | 0 - 303 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 | 2.376 ms | 0 - 270 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 | 3.019 ms | 0 - 246 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 | 1.58 ms | 0 - 52 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 | 1.836 ms | 0 - 52 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 | 2.074 ms | 0 - 61 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 | 1.45 ms | 0 - 47 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 | 1.782 ms | 0 - 47 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.123 ms | 0 - 45 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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| TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.187 ms | 0 - 289 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.265 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 12.254 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 12.375 ms | 7 - 16 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.207 ms | 0 - 272 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.263 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.11 ms | 0 - 44 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 4.001 ms | 7 - 21 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.184 ms | 0 - 372 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.272 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.339 ms | 0 - 44 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.525 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.505 ms | 0 - 48 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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| TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.756 ms | 4 - 54 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.42 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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| TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.757 ms | 69 - 69 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 | 50.082 ms | 7 - 30 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 | 52.43 ms | 2 - 19 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 | 39.313 ms | 14 - 157 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 | 38.871 ms | 5 - 68 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 | 40.61 ms | 2 - 63 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 | 31.086 ms | 14 - 73 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 | 36.23 ms | 7 - 71 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 | 33.584 ms | 2 - 66 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 26.529 ms | 16 - 78 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 49.996 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 37.253 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 266.112 ms | 1 - 63 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.638 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 50.345 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 | 37.553 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 65.333 ms | 7 - 68 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.544 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 50.38 ms | 7 - 29 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.52 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 59.748 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | SA8775P ADP | SA8775P | QNN | 42.265 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 60.415 ms | 7 - 66 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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| TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 64.846 ms | 0 - 63 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.064 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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| TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.717 ms | 49 - 49 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
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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, 303]
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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) : 50.1
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Estimated peak memory usage (MB): [7, 30]
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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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