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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (1) hide show
  1. README.md +62 -62
README.md CHANGED
@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.253 ms | 0 - 59 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.161 ms | 7 - 16 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.688 ms | 0 - 124 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.176 ms | 7 - 130 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.078 ms | 0 - 29 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.098 ms | 2 - 4 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.939 ms | 0 - 58 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.778 ms | 7 - 18 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.253 ms | 0 - 59 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.161 ms | 7 - 16 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.172 ms | 0 - 32 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.224 ms | 1 - 11 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.094 ms | 0 - 52 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.887 ms | 0 - 18 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.241 ms | 0 - 28 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.139 ms | 2 - 4 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.939 ms | 0 - 58 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.778 ms | 7 - 18 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.089 ms | 0 - 50 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.103 ms | 3 - 27 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.54 ms | 0 - 232 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.481 ms | 0 - 132 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.573 ms | 0 - 136 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.92 ms | 0 - 134 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.391 ms | 0 - 61 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.181 ms | 1 - 149 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.672 ms | 2 - 151 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.184 ms | 7 - 7 MB | NPU | Use Export Script |
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- | TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.316 ms | 67 - 67 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCREncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 78.334 ms | 7 - 164 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 73.942 ms | 2 - 12 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 51.887 ms | 7 - 167 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 63.701 ms | 0 - 144 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.256 ms | 7 - 27 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 38.724 ms | 2 - 4 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 42.565 ms | 7 - 163 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 39.907 ms | 2 - 15 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 78.334 ms | 7 - 164 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 73.942 ms | 2 - 12 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.626 ms | 7 - 24 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 38.628 ms | 2 - 4 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 54.801 ms | 7 - 161 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 51.058 ms | 2 - 20 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.825 ms | 7 - 25 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 38.721 ms | 2 - 4 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 42.565 ms | 7 - 163 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 39.907 ms | 2 - 15 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 41.165 ms | 7 - 25 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 38.534 ms | 2 - 39 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 38.949 ms | 12 - 172 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 32.974 ms | 6 - 168 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 30.926 ms | 2 - 151 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.481 ms | 13 - 169 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.756 ms | 6 - 162 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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- | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 26.607 ms | 2 - 155 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 27.028 ms | 14 - 177 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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- | TrOCREncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 36.459 ms | 2 - 2 MB | NPU | Use Export Script |
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- | TrOCREncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.366 ms | 50 - 50 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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@@ -157,8 +157,8 @@ Profiling Results
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  TrOCRDecoder
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 4.3
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- Estimated peak memory usage (MB): [0, 59]
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  Total # Ops : 399
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  Compute Unit(s) : npu (399 ops) gpu (0 ops) cpu (0 ops)
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@@ -166,8 +166,8 @@ Compute Unit(s) : npu (399 ops) gpu (0 ops) cpu (0 ops)
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  TrOCREncoder
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 78.3
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- Estimated peak memory usage (MB): [7, 164]
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  Total # Ops : 603
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  Compute Unit(s) : npu (603 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 11.766 ms | 0 - 82 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 11.69 ms | 7 - 16 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.399 ms | 0 - 142 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.553 ms | 4 - 134 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.084 ms | 0 - 541 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.025 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.897 ms | 0 - 82 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.763 ms | 7 - 16 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 11.766 ms | 0 - 82 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 11.69 ms | 7 - 16 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.054 ms | 0 - 515 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.018 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.993 ms | 0 - 75 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.036 ms | 7 - 24 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.096 ms | 0 - 468 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.092 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.897 ms | 0 - 82 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.763 ms | 7 - 16 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.084 ms | 0 - 582 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.033 ms | 3 - 28 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.773 ms | 0 - 231 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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+ | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.498 ms | 0 - 155 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.499 ms | 0 - 142 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.009 ms | 0 - 143 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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+ | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.368 ms | 0 - 79 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.204 ms | 2 - 156 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.7 ms | 2 - 159 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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+ | TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.17 ms | 7 - 7 MB | NPU | Use Export Script |
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+ | TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.358 ms | 68 - 68 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
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+ | TrOCREncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 251.985 ms | 7 - 168 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 249.85 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 52.463 ms | 7 - 172 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 61.661 ms | 0 - 149 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.398 ms | 7 - 23 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 38.575 ms | 2 - 5 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 42.472 ms | 7 - 167 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 39.762 ms | 2 - 12 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 251.985 ms | 7 - 168 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 249.85 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 41.159 ms | 7 - 27 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 38.524 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 53.452 ms | 7 - 165 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 50.1 ms | 2 - 18 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 41.042 ms | 7 - 29 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 38.617 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 42.472 ms | 7 - 167 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 39.762 ms | 2 - 12 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.657 ms | 7 - 26 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
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+ | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 39.378 ms | 2 - 37 MB | NPU | Use Export Script |
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+ | TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 39.298 ms | 14 - 171 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
89
+ | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 33.05 ms | 6 - 168 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
90
+ | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 31.757 ms | 2 - 151 MB | NPU | Use Export Script |
91
+ | TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.022 ms | 14 - 172 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
92
+ | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 26.288 ms | 6 - 166 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
93
+ | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 27.194 ms | 2 - 173 MB | NPU | Use Export Script |
94
+ | TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 27.709 ms | 14 - 201 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
95
+ | TrOCREncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 36.602 ms | 2 - 2 MB | NPU | Use Export Script |
96
+ | TrOCREncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.145 ms | 50 - 50 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
97
 
98
 
99
 
 
157
  TrOCRDecoder
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 11.8
161
+ Estimated peak memory usage (MB): [0, 82]
162
  Total # Ops : 399
163
  Compute Unit(s) : npu (399 ops) gpu (0 ops) cpu (0 ops)
164
 
 
166
  TrOCREncoder
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 252.0
170
+ Estimated peak memory usage (MB): [7, 168]
171
  Total # Ops : 603
172
  Compute Unit(s) : npu (603 ops) gpu (0 ops) cpu (0 ops)
173
  ```