v0.34.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.
README.md
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@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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[here](https://aihub.qualcomm.com/models/trocr).
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### Model Details
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- **Model Type:** Model_use_case.image_to_text
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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.
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| TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.142 ms | 5 - 72 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.
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| TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.747 ms | 7 - 133 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.
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| TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.023 ms | 2 - 27 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.
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| TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.847 ms | 0 - 64 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.
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| TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.142 ms | 5 - 72 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.
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| TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.027 ms | 1 - 25 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.
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| TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.902 ms | 0 - 58 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.
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| TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.054 ms | 3 - 33 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.
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| TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.847 ms | 0 - 64 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.
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| TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.021 ms | 2 - 25 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.768 ms | 0 - 176 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.
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| TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.484 ms | 0 - 145 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.011 ms | 0 - 142 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.
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| TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.344 ms | 2 - 156 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.686 ms | 2 - 160 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_DLC | 2.252 ms | 673 - 673 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.39 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 | 77.
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| TrOCREncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 73.626 ms | 2 - 152 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 71.235 ms | 2 - 153 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.
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| TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 39.479 ms | 2 - 38 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 42.
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| TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 40.352 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 77.
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| TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 73.626 ms | 2 - 152 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 40.
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| TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 39.68 ms | 2 - 38 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 53.
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| TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 50.849 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
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| TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 39.47 ms | 2 - 36 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 42.
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| TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 40.352 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE |
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| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 39.703 ms | 2 - 43 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 39.56 ms | 16 - 52 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.
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| TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.248 ms | 82 - 235 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.449 ms | 15 - 176 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 |
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| TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 26.788 ms | 2 - 161 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 25.626 ms | 15 - 200 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_DLC | 38.141 ms | 84 - 84 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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```bash
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python -m qai_hub_models.models.trocr.export
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```
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-
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Profiling Results
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------------------------------------------------------------
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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, 82]
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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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------------------------------------------------------------
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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) : 77.4
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Estimated peak memory usage (MB): [7, 167]
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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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## How does this work?
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[here](https://aihub.qualcomm.com/models/trocr).
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+
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### Model Details
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- **Model Type:** Model_use_case.image_to_text
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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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| TrOCRDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.34 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_DLC | 4.142 ms | 5 - 72 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.429 ms | 0 - 144 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_DLC | 2.747 ms | 7 - 133 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.066 ms | 0 - 465 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_DLC | 2.023 ms | 2 - 27 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.902 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_DLC | 2.847 ms | 0 - 64 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.34 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_DLC | 4.142 ms | 5 - 72 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.081 ms | 0 - 504 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_DLC | 2.027 ms | 1 - 25 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.914 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_DLC | 2.902 ms | 0 - 58 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.084 ms | 0 - 515 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_DLC | 2.054 ms | 3 - 33 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.902 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_DLC | 2.847 ms | 0 - 64 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.062 ms | 0 - 504 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_DLC | 2.021 ms | 2 - 25 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.768 ms | 0 - 176 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 | 1.461 ms | 0 - 159 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_DLC | 1.484 ms | 0 - 145 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.011 ms | 0 - 142 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 | 1.384 ms | 0 - 70 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_DLC | 1.344 ms | 2 - 156 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.686 ms | 2 - 160 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_DLC | 2.252 ms | 673 - 673 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCRDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.39 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 | 77.233 ms | 7 - 167 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_DLC | 73.626 ms | 2 - 152 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 50.044 ms | 7 - 170 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_DLC | 71.235 ms | 2 - 153 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 41.575 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_DLC | 39.479 ms | 2 - 38 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
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| TrOCREncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 42.469 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_DLC | 40.352 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
77 |
+
| TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 77.233 ms | 7 - 167 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
78 |
| TrOCREncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 73.626 ms | 2 - 152 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
79 |
+
| TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 40.559 ms | 7 - 27 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
80 |
| TrOCREncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 39.68 ms | 2 - 38 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
81 |
+
| TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 53.503 ms | 7 - 165 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
82 |
| TrOCREncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 50.849 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
83 |
+
| TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 41.346 ms | 8 - 27 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
84 |
| TrOCREncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 39.47 ms | 2 - 36 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
85 |
+
| TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 42.469 ms | 7 - 167 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
86 |
| TrOCREncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 40.352 ms | 2 - 151 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
87 |
+
| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.719 ms | 7 - 30 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
88 |
| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 39.703 ms | 2 - 43 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
89 |
| TrOCREncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 39.56 ms | 16 - 52 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
|
90 |
+
| TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 32.916 ms | 6 - 170 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
91 |
| TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.248 ms | 82 - 235 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
92 |
| TrOCREncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.449 ms | 15 - 176 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
|
93 |
+
| TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 28.297 ms | 6 - 166 MB | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.tflite) |
|
94 |
| TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 26.788 ms | 2 - 161 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
95 |
| TrOCREncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 25.626 ms | 15 - 200 MB | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.onnx) |
|
96 |
| TrOCREncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 38.141 ms | 84 - 84 MB | NPU | [TrOCR.dlc](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCR.dlc) |
|
|
|
152 |
```bash
|
153 |
python -m qai_hub_models.models.trocr.export
|
154 |
```
|
155 |
+
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|
156 |
|
157 |
|
158 |
## How does this work?
|
precompiled/qualcomm-snapdragon-x-elite/TrOCR_TrOCRDecoder.onnx.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7b69d0f159949ce1d07d41f7c5736bc243b7cc00ee531635f8ef53450b025da3
|
3 |
+
size 71192354
|
precompiled/qualcomm-snapdragon-x-elite/TrOCR_TrOCREncoder.onnx.zip
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b1c24b389cc1249f4ea5b99d60780c61cfbd0dc048485bc5561c045dfb2287ba
|
3 |
+
size 44841318
|
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
sdk_versions:
|
2 |
+
qnn_context_binary:
|
3 |
+
qairt: 2.34.2.250528164111_119506
|
4 |
+
precompiled_qnn_onnx:
|
5 |
+
qairt: 2.33.2.250410134701_117956
|