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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (10) hide show
  1. HRNet-W48-OCR_float.dlc +0 -3
  2. HRNet-W48-OCR_float.onnx.zip +2 -2
  3. HRNet-W48-OCR_w8a16.dlc +2 -2
  4. README.md +16 -22
  5. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR_float.bin +0 -3
  6. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR_float.onnx.zip +0 -3
  7. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR_w8a16.bin +0 -3
  8. precompiled/qualcomm-snapdragon-x-elite/HRNet-W48-OCR_w8a16.onnx.zip +0 -3
  9. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  10. tool-versions.yaml +1 -1
HRNet-W48-OCR_float.dlc DELETED
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HRNet-W48-OCR_w8a16.dlc CHANGED
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README.md CHANGED
@@ -38,27 +38,21 @@ More details on model performance across various devices, can be found
38
 
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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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1220.428 ms | 24 - 108 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
43
- | HRNet-W48-OCR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1267.452 ms | 0 - 238 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
44
- | 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) |
45
- | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1224.427 ms | 24 - 112 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
46
- | HRNet-W48-OCR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1310.401 ms | 0 - 245 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
47
- | 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 | QNN_DLC | 910.73 ms | 24 - 2266 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
49
- | HRNet-W48-OCR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 960.662 ms | 24 - 1874 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
50
- | 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) |
51
- | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 870.903 ms | 24 - 2333 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
52
- | HRNet-W48-OCR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 870.401 ms | 25 - 1919 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
53
- | HRNet-W48-OCR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1146.046 ms | 219 - 219 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.dlc) |
54
- | HRNet-W48-OCR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1145.728 ms | 146 - 146 MB | NPU | [HRNet-W48-OCR.onnx.zip](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.onnx.zip) |
55
- | HRNet-W48-OCR | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8746.15 ms | 12 - 929 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
56
- | HRNet-W48-OCR | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8466.877 ms | 12 - 140 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7667.801 ms | 12 - 766 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
58
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8583.983 ms | 12 - 141 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
59
- | HRNet-W48-OCR | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6616.52 ms | 12 - 714 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
60
- | HRNet-W48-OCR | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 8292.519 ms | 12 - 828 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 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 8562.506 ms | 192 - 192 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
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@@ -140,7 +134,7 @@ from qai_hub_models.models.hrnet_w48_ocr import Model
140
  torch_model = Model.from_pretrained()
141
 
142
  # Device
143
- device = hub.Device("Samsung Galaxy S24")
144
 
145
  # Trace model
146
  input_shape = torch_model.get_input_spec()
 
38
 
39
  | 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 | 25414.899 ms | 14 - 334 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 | 122471.161 ms | 18 - 806 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 | 20343.342 ms | 12 - 18 MB | CPU | [HRNet-W48-OCR.tflite](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR.tflite) |
44
+ | 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) |
45
+ | 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) |
46
+ | 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) |
47
+ | 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) |
48
+ | 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) |
49
+ | 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) |
50
+ | HRNet-W48-OCR | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8791.242 ms | 12 - 957 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8564.072 ms | 15 - 147 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 | 7564.302 ms | 1 - 770 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
53
+ | HRNet-W48-OCR | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6567.011 ms | 12 - 717 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 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 8127.236 ms | 12 - 842 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 | 8512.388 ms | 465 - 465 MB | NPU | [HRNet-W48-OCR.dlc](https://huggingface.co/qualcomm/HRNet-W48-OCR/blob/main/HRNet-W48-OCR_w8a16.dlc) |
 
 
 
 
 
 
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134
  torch_model = Model.from_pretrained()
135
 
136
  # Device
137
+ device = hub.Device("Samsung Galaxy S25")
138
 
139
  # Trace model
140
  input_shape = torch_model.get_input_spec()
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