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HRNet-W48-OCR

Image Segmentation
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LiteRT
real_time
android
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (9) hide show
  1. HRNet-W48-OCR.onnx.zip +1 -1
  2. HRNet-W48-OCR_w8a16.dlc +2 -2
  3. HRNet-W48-OCR_w8a16.onnx.zip +0 -3
  4. README.md +15 -31
  5. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR.bin +0 -3
  6. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR.onnx.zip +0 -3
  7. HRNet-W48-OCR.dlc → precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR_w8a16.bin +2 -2
  8. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -3
  9. sdk_versions.yml +4 -4
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README.md CHANGED
@@ -38,37 +38,21 @@ 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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- | HRNet-W48-OCR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 132365.111 ms | 3 - 984 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 135327.545 ms | 4 - 986 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 74447.958 ms | 9 - 1526 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 75510.086 ms | 41 - 1131 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 89645.307 ms | 3 - 84 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 78352.436 ms | 27 - 112 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 76398.924 ms | 4 - 984 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 77693.764 ms | 1 - 984 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 80973.449 ms | 1 - 82 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 77970.107 ms | 24 - 114 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 80424.517 ms | 30 - 107 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx) |
52
- | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 55740.424 ms | 1 - 1109 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 56870.122 ms | 30 - 971 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 57797.962 ms | 65 - 721 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx) |
55
- | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 52056.147 ms | 4 - 964 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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- | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 47296.252 ms | 24 - 1012 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
57
- | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 57349.93 ms | 1 - 724 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx) |
58
- | HRNet-W48-OCR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 81056.503 ms | 324 - 324 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
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- | HRNet-W48-OCR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 76514.709 ms | 132 - 132 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx) |
60
- | HRNet-W48-OCR | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12221.761 ms | 1 - 768 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
61
- | HRNet-W48-OCR | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9017.018 ms | 9 - 749 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
62
- | HRNet-W48-OCR | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8705.812 ms | 12 - 132 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
63
- | HRNet-W48-OCR | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7692.555 ms | 6 - 772 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
64
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8438.033 ms | 13 - 131 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
65
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8369.809 ms | 1 - 330 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.onnx) |
66
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6587.321 ms | 12 - 724 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
67
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6410.715 ms | 10 - 949 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.onnx) |
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- | HRNet-W48-OCR | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 8329.967 ms | 0 - 854 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
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- | HRNet-W48-OCR | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8322.653 ms | 14 - 1221 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.onnx) |
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- | HRNet-W48-OCR | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8598.352 ms | 161 - 161 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
71
- | HRNet-W48-OCR | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8551.084 ms | 86 - 86 MB | NPU | [HRNet-W48-OCR.onnx](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.onnx) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | HRNet-W48-OCR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1282.606 ms | 0 - 98 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
42
+ | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1279.616 ms | 0 - 74 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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+ | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 75750.788 ms | 0 - 368 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
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+ | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 944.714 ms | 0 - 2169 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
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+ | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 65066.695 ms | 700 - 1360 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
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+ | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 843.357 ms | 0 - 2154 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
47
+ | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 48092.356 ms | 4 - 725 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
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+ | HRNet-W48-OCR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 79302.514 ms | 131 - 131 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
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+ | HRNet-W48-OCR | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8828.196 ms | 10 - 935 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
50
+ | HRNet-W48-OCR | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8596.883 ms | 12 - 140 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
51
+ | HRNet-W48-OCR | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7672.218 ms | 8 - 762 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
52
+ | HRNet-W48-OCR | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8627.275 ms | 12 - 135 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
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+ | HRNet-W48-OCR | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6471.036 ms | 12 - 718 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
54
+ | HRNet-W48-OCR | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 10293.104 ms | 12 - 828 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
55
+ | HRNet-W48-OCR | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8509.993 ms | 352 - 352 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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