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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (11) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. GPUNet_float.dlc +1 -1
  3. GPUNet_float.onnx.zip +2 -2
  4. GPUNet_float.tflite +2 -2
  5. GPUNet_w8a16.dlc +1 -1
  6. GPUNet_w8a16.onnx.zip +2 -2
  7. GPUNet_w8a8.dlc +1 -1
  8. GPUNet_w8a8.onnx.zip +2 -2
  9. GPUNet_w8a8.tflite +2 -2
  10. LICENSE +0 -1
  11. README.md +97 -92
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LICENSE CHANGED
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  The license of the original trained model can be found at http://www.apache.org/licenses/LICENSE-2.0.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at http://www.apache.org/licenses/LICENSE-2.0.
 
README.md CHANGED
@@ -3,6 +3,7 @@ library_name: pytorch
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  license: other
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  tags:
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  - backbone
 
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  - android
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  pipeline_tag: image-classification
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@@ -37,97 +38,102 @@ 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
39
  |---|---|---|---|---|---|---|---|---|
40
- | GPUNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.759 ms | 0 - 51 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
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- | GPUNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.666 ms | 1 - 24 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
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- | GPUNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.798 ms | 0 - 65 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
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- | GPUNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.252 ms | 1 - 35 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
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- | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.244 ms | 0 - 179 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
45
- | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.243 ms | 0 - 83 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
46
- | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.248 ms | 0 - 78 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
47
- | GPUNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.129 ms | 0 - 51 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
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- | GPUNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.708 ms | 1 - 24 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
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- | GPUNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.759 ms | 0 - 51 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
50
- | GPUNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.666 ms | 1 - 24 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
51
- | GPUNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.237 ms | 0 - 178 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
52
- | GPUNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.243 ms | 0 - 88 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
53
- | GPUNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.221 ms | 0 - 56 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
54
- | GPUNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.22 ms | 1 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
55
- | GPUNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.242 ms | 0 - 179 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
56
- | GPUNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.245 ms | 0 - 80 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
57
- | GPUNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.129 ms | 0 - 51 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
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- | GPUNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.708 ms | 1 - 24 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
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- | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.888 ms | 0 - 67 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
60
- | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.899 ms | 1 - 37 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
61
- | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.899 ms | 0 - 36 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
62
- | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.693 ms | 0 - 58 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
63
- | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.697 ms | 1 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
64
- | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.707 ms | 0 - 27 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
65
- | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.583 ms | 0 - 59 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
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- | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.568 ms | 1 - 32 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
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- | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.633 ms | 1 - 28 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
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- | GPUNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.345 ms | 106 - 106 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
69
- | GPUNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.107 ms | 24 - 24 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
70
- | GPUNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 3.034 ms | 0 - 100 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
71
- | GPUNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 101.013 ms | 21 - 36 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
72
- | GPUNet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.499 ms | 0 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
73
- | GPUNet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.43 ms | 0 - 43 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
74
- | GPUNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.069 ms | 0 - 57 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.022 ms | 0 - 58 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.292 ms | 0 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 45.694 ms | 21 - 38 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
78
- | GPUNet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.499 ms | 0 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.074 ms | 0 - 57 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
80
- | GPUNet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.633 ms | 0 - 37 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
81
- | GPUNet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.07 ms | 0 - 58 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
82
- | GPUNet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.292 ms | 0 - 31 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
83
- | GPUNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.77 ms | 0 - 45 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.714 ms | 0 - 40 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.519 ms | 0 - 37 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.535 ms | 0 - 35 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.303 ms | 0 - 44 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 51.681 ms | 29 - 45 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.437 ms | 0 - 37 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.495 ms | 0 - 33 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.227 ms | 57 - 57 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
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- | GPUNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.971 ms | 12 - 12 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
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- | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 1.645 ms | 0 - 15 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
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- | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 1.773 ms | 0 - 100 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
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- | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 16.81 ms | 5 - 18 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
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- | GPUNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.118 ms | 0 - 30 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
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- | GPUNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.406 ms | 0 - 30 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
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- | GPUNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.575 ms | 0 - 44 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
99
- | GPUNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.871 ms | 0 - 42 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
100
- | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.434 ms | 0 - 62 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
101
- | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.623 ms | 0 - 62 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
102
- | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.818 ms | 0 - 34 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
103
- | GPUNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.635 ms | 0 - 30 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
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- | GPUNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.801 ms | 0 - 30 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
105
- | GPUNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 8.105 ms | 0 - 3 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
106
- | GPUNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 9.809 ms | 3 - 18 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
107
- | GPUNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.118 ms | 0 - 30 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
108
- | GPUNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.406 ms | 0 - 30 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
109
- | GPUNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.446 ms | 0 - 57 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
110
- | GPUNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.613 ms | 0 - 62 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
111
- | GPUNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.864 ms | 0 - 36 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
112
- | GPUNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.054 ms | 0 - 37 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
113
- | GPUNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.45 ms | 0 - 63 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
114
- | GPUNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.623 ms | 0 - 61 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
115
- | GPUNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.635 ms | 0 - 30 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
116
- | GPUNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.801 ms | 0 - 30 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
117
- | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.343 ms | 0 - 48 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
118
- | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.462 ms | 0 - 42 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
119
- | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.562 ms | 0 - 44 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
120
- | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.268 ms | 0 - 30 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
121
- | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.342 ms | 0 - 34 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
122
- | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.502 ms | 0 - 36 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
123
- | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.64 ms | 0 - 39 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
124
- | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.798 ms | 0 - 43 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
125
- | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 9.661 ms | 10 - 26 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
126
- | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.254 ms | 0 - 33 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
127
- | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.283 ms | 0 - 35 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
128
- | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.473 ms | 0 - 34 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
129
- | GPUNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.721 ms | 64 - 64 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
130
- | GPUNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.716 ms | 12 - 12 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
 
 
 
 
 
131
 
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@@ -289,7 +295,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
289
  ## License
290
  * The license for the original implementation of GPUNet can be found
291
  [here](http://www.apache.org/licenses/LICENSE-2.0).
292
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
293
 
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3
  license: other
4
  tags:
5
  - backbone
6
+ - bu_auto
7
  - android
8
  pipeline_tag: image-classification
9
 
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | GPUNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.646 ms | 0 - 152 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
42
+ | GPUNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.645 ms | 1 - 125 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
43
+ | GPUNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.252 ms | 0 - 186 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
44
+ | GPUNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.251 ms | 1 - 161 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
45
+ | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.211 ms | 0 - 2 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
46
+ | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.244 ms | 1 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
47
+ | GPUNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.209 ms | 0 - 29 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
48
+ | GPUNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.046 ms | 0 - 152 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
49
+ | GPUNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.704 ms | 1 - 126 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
50
+ | GPUNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.646 ms | 0 - 152 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
51
+ | GPUNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.645 ms | 1 - 125 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
52
+ | GPUNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.212 ms | 0 - 2 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
53
+ | GPUNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.243 ms | 1 - 3 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
54
+ | GPUNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.213 ms | 0 - 159 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
55
+ | GPUNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.228 ms | 1 - 132 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
56
+ | GPUNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.213 ms | 0 - 2 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
57
+ | GPUNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.245 ms | 1 - 3 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
58
+ | GPUNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.046 ms | 0 - 152 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
59
+ | GPUNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.704 ms | 1 - 126 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
60
+ | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.897 ms | 0 - 183 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
61
+ | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.9 ms | 1 - 159 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
62
+ | GPUNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.881 ms | 0 - 128 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
63
+ | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.699 ms | 0 - 154 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
64
+ | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.695 ms | 0 - 129 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
65
+ | GPUNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.715 ms | 0 - 103 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
66
+ | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.564 ms | 0 - 154 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.tflite) |
67
+ | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.569 ms | 1 - 129 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
68
+ | GPUNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.619 ms | 0 - 100 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
69
+ | GPUNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.364 ms | 1 - 1 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.dlc) |
70
+ | GPUNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.122 ms | 24 - 24 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet.onnx.zip) |
71
+ | GPUNet | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 6.567 ms | 0 - 145 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
72
+ | GPUNet | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 53.54 ms | 26 - 40 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
73
+ | GPUNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 3.208 ms | 0 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
74
+ | GPUNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 101.582 ms | 19 - 34 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
75
+ | GPUNet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.515 ms | 0 - 134 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
76
+ | GPUNet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.445 ms | 0 - 158 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
77
+ | GPUNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.067 ms | 0 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
78
+ | GPUNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.009 ms | 0 - 16 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
79
+ | GPUNet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.508 ms | 0 - 134 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
80
+ | GPUNet | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 45.136 ms | 21 - 38 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
81
+ | GPUNet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.515 ms | 0 - 134 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
82
+ | GPUNet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.069 ms | 0 - 3 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
83
+ | GPUNet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.648 ms | 0 - 140 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
84
+ | GPUNet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.075 ms | 0 - 3 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
85
+ | GPUNet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.508 ms | 0 - 134 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
86
+ | GPUNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.77 ms | 0 - 158 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
87
+ | GPUNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.703 ms | 0 - 137 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
88
+ | GPUNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.527 ms | 0 - 139 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
89
+ | GPUNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.537 ms | 0 - 113 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
90
+ | GPUNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.302 ms | 0 - 141 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
91
+ | GPUNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 51.701 ms | 30 - 46 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
92
+ | GPUNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.442 ms | 0 - 138 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
93
+ | GPUNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.482 ms | 0 - 115 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
94
+ | GPUNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.242 ms | 0 - 0 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.dlc) |
95
+ | GPUNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.973 ms | 12 - 12 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a16.onnx.zip) |
96
+ | GPUNet | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 3.026 ms | 0 - 137 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
97
+ | GPUNet | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 3.55 ms | 0 - 138 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
98
+ | GPUNet | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 10.103 ms | 0 - 14 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
99
+ | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 1.51 ms | 0 - 16 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
100
+ | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 2.003 ms | 2 - 4 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
101
+ | GPUNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 16.955 ms | 4 - 18 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
102
+ | GPUNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.12 ms | 0 - 131 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
103
+ | GPUNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.435 ms | 0 - 132 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
104
+ | GPUNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.685 ms | 0 - 155 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
105
+ | GPUNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.875 ms | 0 - 157 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
106
+ | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.432 ms | 0 - 3 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
107
+ | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.623 ms | 0 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
108
+ | GPUNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.797 ms | 0 - 2 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
109
+ | GPUNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.626 ms | 0 - 132 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
110
+ | GPUNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.808 ms | 0 - 132 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
111
+ | GPUNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 10.117 ms | 0 - 73 MB | GPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
112
+ | GPUNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 9.863 ms | 7 - 19 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
113
+ | GPUNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.12 ms | 0 - 131 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
114
+ | GPUNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.435 ms | 0 - 132 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
115
+ | GPUNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.427 ms | 0 - 2 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
116
+ | GPUNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.624 ms | 0 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
117
+ | GPUNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.85 ms | 0 - 137 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
118
+ | GPUNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.052 ms | 0 - 138 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
119
+ | GPUNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.43 ms | 0 - 3 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
120
+ | GPUNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.617 ms | 0 - 2 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
121
+ | GPUNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.626 ms | 0 - 132 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
122
+ | GPUNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.808 ms | 0 - 132 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
123
+ | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.34 ms | 0 - 156 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
124
+ | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.465 ms | 0 - 158 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
125
+ | GPUNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.57 ms | 0 - 132 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
126
+ | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.275 ms | 0 - 136 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
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+ | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.34 ms | 0 - 136 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
128
+ | GPUNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.501 ms | 0 - 111 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
129
+ | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.639 ms | 0 - 137 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
130
+ | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.803 ms | 0 - 138 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
131
+ | GPUNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 9.278 ms | 10 - 25 MB | CPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
132
+ | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.242 ms | 0 - 137 MB | NPU | [GPUNet.tflite](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.tflite) |
133
+ | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.286 ms | 0 - 138 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
134
+ | GPUNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.468 ms | 0 - 113 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
135
+ | GPUNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.717 ms | 0 - 0 MB | NPU | [GPUNet.dlc](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.dlc) |
136
+ | GPUNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.714 ms | 12 - 12 MB | NPU | [GPUNet.onnx.zip](https://huggingface.co/qualcomm/GPUNet/blob/main/GPUNet_w8a8.onnx.zip) |
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  ## License
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  * The license for the original implementation of GPUNet can be found
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  [here](http://www.apache.org/licenses/LICENSE-2.0).
 
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