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TrOCR

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@@ -1,9 +1,9 @@
1
  ---
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  library_name: pytorch
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  license: mit
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- pipeline_tag: image-to-text
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  tags:
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  - android
 
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  ---
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@@ -36,56 +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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  |---|---|---|---|---|---|---|---|---|
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- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.193 ms | 0 - 351 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 | 2.388 ms | 2 - 72 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 | 2.904 ms | 0 - 179 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 | 1.554 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 | 1.796 ms | 0 - 53 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 | 2.453 ms | 0 - 62 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 | 1.515 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 | 1.603 ms | 1 - 49 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.733 ms | 1 - 48 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.227 ms | 0 - 120 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.279 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 12.101 ms | 0 - 44 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 12.355 ms | 7 - 15 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.18 ms | 0 - 364 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
53
- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.29 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.149 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 | 3.287 ms | 7 - 21 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.285 ms | 0 - 348 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
57
- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.288 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.394 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 | 3.511 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
60
- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.702 ms | 0 - 47 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.793 ms | 5 - 54 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.483 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.688 ms | 68 - 68 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
64
- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 50.556 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
65
- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 52.318 ms | 2 - 21 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 | 37.972 ms | 14 - 158 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 | 39.483 ms | 6 - 69 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 | 40.727 ms | 2 - 65 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 | 32.375 ms | 16 - 77 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 | 35.24 ms | 5 - 69 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 | 33.856 ms | 2 - 67 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 27.536 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 | 50.422 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 | 37.115 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 266.414 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.903 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 50.495 ms | 7 - 28 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 37.4 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 65.319 ms | 4 - 64 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 51.358 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 50.622 ms | 7 - 34 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.215 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
 
 
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  | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 59.798 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 | 42.33 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 60.378 ms | 7 - 67 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 64.062 ms | 2 - 64 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 34.073 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.772 ms | 51 - 51 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
 
 
 
 
 
 
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@@ -150,7 +158,7 @@ TrOCRDecoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.2
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- Estimated peak memory usage (MB): [0, 351]
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  Total # Ops : 399
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  Compute Unit(s) : NPU (399 ops)
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@@ -158,7 +166,7 @@ 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) : 50.6
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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)
 
1
  ---
2
  library_name: pytorch
3
  license: mit
 
4
  tags:
5
  - android
6
+ pipeline_tag: image-to-text
7
 
8
  ---
9
 
 
36
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.227 ms | 0 - 353 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 | 2.276 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 | 2.926 ms | 0 - 170 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 | 1.587 ms | 0 - 54 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 | 1.665 ms | 0 - 15 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 | 2.118 ms | 0 - 64 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 | 1.489 ms | 0 - 48 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 | 1.595 ms | 3 - 51 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.87 ms | 2 - 47 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
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+ | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 12.182 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 | 12.308 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.193 ms | 0 - 289 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.487 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.154 ms | 0 - 41 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 3.561 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.185 ms | 0 - 308 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.255 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.366 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.497 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 12.182 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 12.308 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.189 ms | 0 - 87 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.308 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.366 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.497 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.479 ms | 0 - 49 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
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+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.743 ms | 5 - 54 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.406 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
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+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.663 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 | 50.264 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 | 37.193 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 | 38.277 ms | 14 - 161 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 | 39.543 ms | 4 - 65 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 | 29.756 ms | 2 - 18 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
73
+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 32.2 ms | 16 - 77 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
74
+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 32.147 ms | 6 - 70 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
75
+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 37.162 ms | 2 - 66 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 27.594 ms | 8 - 70 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
77
+ | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 266.206 ms | 1 - 63 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
78
+ | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
79
+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 50.096 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
80
+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 37.306 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
81
+ | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 65.436 ms | 7 - 67 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
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+ | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.625 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 50.166 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 | 37.292 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
85
  | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 59.798 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
86
+ | TrOCREncoder | SA8775P ADP | SA8775P | QNN | 42.357 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
87
+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 266.206 ms | 1 - 63 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
88
+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 247.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
89
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 50.181 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
90
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 37.081 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
91
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 59.798 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
92
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.357 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
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+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 60.287 ms | 7 - 66 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
94
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 66.83 ms | 2 - 64 MB | FP16 | NPU | Use Export Script |
95
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 33.968 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
96
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.85 ms | 50 - 50 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
97
 
98
 
99
 
 
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 2.2
161
+ Estimated peak memory usage (MB): [0, 353]
162
  Total # Ops : 399
163
  Compute Unit(s) : NPU (399 ops)
164
 
 
166
  TrOCREncoder
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 50.3
170
  Estimated peak memory usage (MB): [7, 31]
171
  Total # Ops : 591
172
  Compute Unit(s) : NPU (591 ops)