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v0.39.0

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See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (3) hide show
  1. README.md +33 -24
  2. ResNet18_float.dlc +2 -2
  3. ResNet18_w8a8.dlc +2 -2
README.md CHANGED
@@ -38,63 +38,72 @@ 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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  | ResNet18 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.11 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.881 ms | 1 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.99 ms | 0 - 52 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.372 ms | 1 - 27 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.361 ms | 0 - 226 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.265 ms | 0 - 83 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.243 ms | 0 - 71 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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  | ResNet18 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.114 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.915 ms | 1 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.11 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.881 ms | 1 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.36 ms | 0 - 221 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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  | ResNet18 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.268 ms | 0 - 85 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.5 ms | 0 - 24 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.297 ms | 0 - 22 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.361 ms | 0 - 219 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.268 ms | 0 - 82 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.114 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.915 ms | 1 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.942 ms | 0 - 49 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.881 ms | 1 - 28 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.873 ms | 0 - 27 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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  | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.757 ms | 0 - 28 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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- | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.702 ms | 1 - 23 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.725 ms | 0 - 22 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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- | ResNet18 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.397 ms | 89 - 89 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
 
 
 
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  | ResNet18 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.154 ms | 23 - 23 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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  | ResNet18 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.038 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.287 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.471 ms | 0 - 46 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.738 ms | 0 - 46 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.392 ms | 0 - 88 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.544 ms | 0 - 88 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 20.182 ms | 25 - 153 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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  | ResNet18 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.59 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.725 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.451 ms | 0 - 33 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.034 ms | 0 - 30 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 28.474 ms | 10 - 22 MB | CPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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  | ResNet18 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 7.307 ms | 0 - 2 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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  | ResNet18 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 28.93 ms | 11 - 36 MB | CPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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  | ResNet18 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.038 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.287 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.403 ms | 0 - 89 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.548 ms | 0 - 87 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.748 ms | 0 - 24 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.897 ms | 0 - 24 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.401 ms | 0 - 88 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.551 ms | 0 - 88 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.59 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.725 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.299 ms | 0 - 39 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.41 ms | 0 - 43 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.156 ms | 38 - 550 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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  | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.255 ms | 0 - 21 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
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- | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.295 ms | 0 - 25 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
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  | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 12.485 ms | 38 - 403 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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- | ResNet18 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.61 ms | 71 - 71 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
 
 
 
 
 
 
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  | ResNet18 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.99 ms | 58 - 58 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
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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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  | ResNet18 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.11 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.874 ms | 1 - 17 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.99 ms | 0 - 52 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.362 ms | 1 - 28 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.361 ms | 0 - 226 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.267 ms | 0 - 74 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.243 ms | 0 - 71 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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  | ResNet18 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.114 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.923 ms | 1 - 17 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.11 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.874 ms | 1 - 17 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.36 ms | 0 - 221 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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  | ResNet18 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.268 ms | 0 - 85 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.5 ms | 0 - 24 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.286 ms | 1 - 23 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.361 ms | 0 - 219 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.264 ms | 1 - 84 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.114 ms | 0 - 20 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.923 ms | 1 - 17 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.942 ms | 0 - 49 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.889 ms | 1 - 27 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.873 ms | 0 - 27 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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  | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.757 ms | 0 - 28 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.699 ms | 1 - 25 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.725 ms | 0 - 22 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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+ | ResNet18 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.648 ms | 0 - 24 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite) |
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+ | ResNet18 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.588 ms | 1 - 20 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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+ | ResNet18 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.658 ms | 1 - 23 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
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+ | ResNet18 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.407 ms | 89 - 89 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.dlc) |
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  | ResNet18 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.154 ms | 23 - 23 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.onnx.zip) |
70
  | ResNet18 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.038 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
71
+ | ResNet18 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.28 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
72
  | ResNet18 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.471 ms | 0 - 46 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
73
+ | ResNet18 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.742 ms | 0 - 46 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
74
  | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.392 ms | 0 - 88 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
75
+ | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.546 ms | 0 - 88 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
76
  | ResNet18 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 20.182 ms | 25 - 153 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
77
  | ResNet18 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.59 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
78
+ | ResNet18 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.707 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
79
  | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.451 ms | 0 - 33 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
80
+ | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.993 ms | 0 - 33 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
81
  | ResNet18 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 28.474 ms | 10 - 22 MB | CPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
82
  | ResNet18 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 7.307 ms | 0 - 2 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
83
  | ResNet18 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 28.93 ms | 11 - 36 MB | CPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
84
  | ResNet18 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.038 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
85
+ | ResNet18 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.28 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
86
  | ResNet18 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.403 ms | 0 - 89 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
87
+ | ResNet18 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.549 ms | 0 - 91 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
88
  | ResNet18 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.748 ms | 0 - 24 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
89
+ | ResNet18 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.896 ms | 0 - 24 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
90
  | ResNet18 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.401 ms | 0 - 88 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
91
+ | ResNet18 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.547 ms | 0 - 89 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
92
  | ResNet18 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.59 ms | 0 - 18 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
93
+ | ResNet18 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.707 ms | 0 - 18 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
94
  | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.299 ms | 0 - 39 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
95
+ | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.398 ms | 0 - 48 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
96
  | ResNet18 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.156 ms | 38 - 550 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
97
  | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.255 ms | 0 - 21 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
98
+ | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.293 ms | 0 - 22 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
99
  | ResNet18 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 12.485 ms | 38 - 403 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
100
+ | ResNet18 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 0.595 ms | 0 - 34 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
101
+ | ResNet18 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 0.697 ms | 0 - 34 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
102
+ | ResNet18 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 28.567 ms | 11 - 27 MB | CPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
103
+ | ResNet18 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.252 ms | 0 - 17 MB | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.tflite) |
104
+ | ResNet18 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.283 ms | 0 - 20 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
105
+ | ResNet18 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 13.759 ms | 37 - 290 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
106
+ | ResNet18 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.632 ms | 71 - 71 MB | NPU | [ResNet18.dlc](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.dlc) |
107
  | ResNet18 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.99 ms | 58 - 58 MB | NPU | [ResNet18.onnx.zip](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18_w8a8.onnx.zip) |
108
 
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