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v0.40.0

Browse files

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

Files changed (6) hide show
  1. README.md +68 -60
  2. RegNet_float.dlc +2 -2
  3. RegNet_float.onnx.zip +1 -1
  4. RegNet_w8a8.dlc +2 -2
  5. RegNet_w8a8.onnx.zip +3 -0
  6. tool-versions.yaml +3 -2
README.md CHANGED
@@ -37,66 +37,74 @@ 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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- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.864 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.87 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.709 ms | 0 - 73 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.29 ms | 1 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.999 ms | 0 - 213 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.98 ms | 1 - 17 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.023 ms | 0 - 51 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.273 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.28 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.864 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.87 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.024 ms | 0 - 170 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.98 ms | 0 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.403 ms | 0 - 64 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.38 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.009 ms | 0 - 163 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.983 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.273 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.28 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.393 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.436 ms | 1 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.425 ms | 0 - 56 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.137 ms | 0 - 72 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.084 ms | 6 - 59 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.16 ms | 0 - 52 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.969 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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- | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.896 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.026 ms | 0 - 52 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.189 ms | 111 - 111 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.957 ms | 40 - 40 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.95 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.274 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.903 ms | 0 - 71 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.292 ms | 0 - 68 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.739 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.915 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.277 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.529 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.985 ms | 0 - 60 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 52.365 ms | 3 - 88 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.95 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.274 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.733 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.92 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.366 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.563 ms | 0 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.751 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.931 ms | 0 - 28 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.277 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.537 ms | 0 - 79 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.633 ms | 0 - 66 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.429 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.495 ms | 0 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 1.044 ms | 0 - 53 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.204 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.414 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.442 ms | 0 - 55 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.116 ms | 77 - 77 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
 
 
 
 
 
 
 
 
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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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+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.924 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.903 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.768 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.298 ms | 1 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.017 ms | 0 - 18 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.986 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.043 ms | 0 - 52 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.275 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.245 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.924 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.903 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.993 ms | 0 - 72 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.999 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.394 ms | 0 - 64 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.465 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.004 ms | 0 - 193 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.993 ms | 0 - 20 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.275 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.245 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.4 ms | 0 - 80 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.376 ms | 1 - 56 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.428 ms | 0 - 55 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.138 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.103 ms | 1 - 51 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.166 ms | 0 - 51 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.96 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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+ | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.884 ms | 0 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.014 ms | 0 - 51 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.229 ms | 110 - 110 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.933 ms | 39 - 39 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
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+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.967 ms | 0 - 45 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.301 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
72
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.891 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
73
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.295 ms | 0 - 64 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
74
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.752 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
75
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.877 ms | 0 - 20 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
76
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.271 ms | 0 - 77 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
77
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.074 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
78
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.277 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
79
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.429 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
80
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.953 ms | 0 - 58 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
81
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 21.095 ms | 16 - 32 MB | CPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
82
+ | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 49.397 ms | 3 - 97 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
83
+ | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 18.658 ms | 11 - 20 MB | CPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
84
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.967 ms | 0 - 45 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
85
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.301 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
86
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.75 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
87
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.875 ms | 0 - 17 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
88
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.373 ms | 0 - 51 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
89
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.626 ms | 0 - 51 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
90
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.75 ms | 0 - 50 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
91
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.895 ms | 0 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
92
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.074 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
93
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.277 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
94
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.521 ms | 0 - 71 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
95
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.652 ms | 0 - 66 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
96
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.839 ms | 0 - 79 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
97
+ | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.43 ms | 0 - 49 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
98
+ | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.487 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
99
+ | RegNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.736 ms | 0 - 55 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
100
+ | RegNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 1.003 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
101
+ | RegNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.165 ms | 0 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
102
+ | RegNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 17.634 ms | 18 - 35 MB | CPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
103
+ | RegNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.415 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
104
+ | RegNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.436 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
105
+ | RegNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.698 ms | 0 - 58 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
106
+ | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.064 ms | 67 - 67 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
107
+ | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.195 ms | 22 - 22 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx.zip) |
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