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v0.40.0

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See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (4) hide show
  1. HRNet-W48-OCR_float.onnx.zip +1 -1
  2. HRNet-W48-OCR_w8a16.dlc +0 -3
  3. README.md +12 -18
  4. tool-versions.yaml +3 -2
HRNet-W48-OCR_float.onnx.zip CHANGED
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HRNet-W48-OCR_w8a16.dlc DELETED
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README.md CHANGED
@@ -38,24 +38,18 @@ 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 | 25414.899 ms | 14 - 334 MB | CPU | [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) | TFLITE | 122471.161 ms | 18 - 806 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) | TFLITE | 20343.342 ms | 12 - 18 MB | CPU | [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) | ONNX | 1217.765 ms | 0 - 238 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 19905.762 ms | 4 - 324 MB | CPU | [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 | TFLITE | 15045.691 ms | 2 - 340 MB | CPU | [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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 11114.707 ms | 2 - 325 MB | CPU | [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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 862.749 ms | 0 - 2024 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 13838.191 ms | 0 - 321 MB | CPU | [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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 727.321 ms | 25 - 2098 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 | 1145.173 ms | 147 - 147 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 | 8416.62 ms | 12 - 889 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8304.009 ms | 12 - 144 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7681.57 ms | 2 - 771 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 | 6237.589 ms | 12 - 719 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 8074.495 ms | 1 - 831 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
57
- | HRNet-W48-OCR | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5588.862 ms | 12 - 974 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 X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8487.912 ms | 467 - 467 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
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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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25857.963 ms | 5 - 326 MB | CPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
42
+ | HRNet-W48-OCR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 129369.999 ms | 19 - 763 MB | NPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
43
+ | HRNet-W48-OCR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 18057.336 ms | 4 - 9 MB | CPU | [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) | ONNX | 1188.482 ms | 24 - 99 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
45
+ | HRNet-W48-OCR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 20176.069 ms | 9 - 329 MB | CPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
46
+ | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 15330.708 ms | 12 - 346 MB | CPU | [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 | 881.194 ms | 25 - 2024 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 11657.752 ms | 1 - 324 MB | CPU | [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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 852.883 ms | 12 - 2092 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 9556.708 ms | 1 - 322 MB | CPU | [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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 682.97 ms | 25 - 2145 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 | 989.995 ms | 149 - 149 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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tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
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- qairt: 2.38.0.250901140452_125126
 
 
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  tool_versions:
2
+ onnx:
3
+ qairt: 2.37.1.250807093845_124904
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