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v0.43.0

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See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (6) hide show
  1. README.md +66 -66
  2. ResNet101_float.dlc +1 -1
  3. ResNet101_float.onnx.zip +1 -1
  4. ResNet101_w8a8.dlc +1 -1
  5. ResNet101_w8a8.onnx.zip +2 -2
  6. ResNet101_w8a8.tflite +1 -1
README.md CHANGED
@@ -37,74 +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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- | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.43 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.281 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.722 ms | 0 - 101 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.844 ms | 1 - 41 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.385 ms | 0 - 69 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.281 ms | 1 - 14 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.359 ms | 1 - 13 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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- | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.555 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.395 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.43 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.281 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.363 ms | 0 - 100 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.288 ms | 1 - 16 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.63 ms | 0 - 84 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.535 ms | 0 - 34 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.372 ms | 0 - 35 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.293 ms | 1 - 13 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.555 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.395 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.444 ms | 0 - 104 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.365 ms | 0 - 54 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.406 ms | 0 - 50 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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- | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.976 ms | 0 - 100 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.954 ms | 1 - 50 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.103 ms | 0 - 44 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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- | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.717 ms | 0 - 96 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.652 ms | 1 - 50 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.771 ms | 0 - 45 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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- | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.48 ms | 273 - 273 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.291 ms | 86 - 86 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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- | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.679 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.977 ms | 1 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.365 ms | 0 - 111 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.798 ms | 0 - 96 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.149 ms | 0 - 229 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.274 ms | 0 - 212 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.558 ms | 0 - 184 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.329 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.465 ms | 0 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.482 ms | 0 - 81 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.515 ms | 0 - 83 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 46.769 ms | 13 - 33 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.471 ms | 0 - 2 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 45.171 ms | 14 - 52 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.679 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.977 ms | 1 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.15 ms | 0 - 229 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.285 ms | 0 - 31 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.779 ms | 0 - 65 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.902 ms | 0 - 68 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.157 ms | 0 - 231 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.28 ms | 0 - 199 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.329 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.465 ms | 0 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.869 ms | 0 - 104 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.968 ms | 0 - 96 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.159 ms | 0 - 107 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.754 ms | 0 - 67 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.78 ms | 0 - 71 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.995 ms | 0 - 70 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.686 ms | 0 - 75 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.835 ms | 0 - 78 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 40.329 ms | 14 - 32 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.713 ms | 0 - 63 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.746 ms | 0 - 69 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.986 ms | 0 - 71 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
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- | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.28 ms | 233 - 233 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.345 ms | 46 - 46 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_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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+ | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.437 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.278 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.694 ms | 0 - 98 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.847 ms | 1 - 37 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.353 ms | 0 - 42 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.276 ms | 1 - 15 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.331 ms | 0 - 108 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
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+ | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.592 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.395 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.437 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.278 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.366 ms | 0 - 107 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.316 ms | 1 - 19 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.644 ms | 0 - 84 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.518 ms | 0 - 34 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.37 ms | 0 - 19 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.274 ms | 1 - 15 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.592 ms | 0 - 94 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.395 ms | 1 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
59
+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.435 ms | 0 - 104 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
60
+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.374 ms | 1 - 52 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
61
+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.39 ms | 0 - 52 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
62
+ | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.984 ms | 0 - 97 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
63
+ | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.929 ms | 1 - 52 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
64
+ | ResNet101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.101 ms | 0 - 45 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
65
+ | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.717 ms | 0 - 97 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
66
+ | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.64 ms | 1 - 51 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
67
+ | ResNet101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.782 ms | 0 - 45 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
68
+ | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.477 ms | 275 - 275 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
69
+ | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.245 ms | 86 - 86 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx.zip) |
70
+ | ResNet101 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 4.416 ms | 0 - 45 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
71
+ | ResNet101 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 4.422 ms | 0 - 122 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
72
+ | ResNet101 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 55.458 ms | 8 - 57 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
73
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.708 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
74
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.02 ms | 0 - 63 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
75
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.376 ms | 0 - 110 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
76
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.791 ms | 0 - 95 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
77
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.15 ms | 0 - 236 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
78
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.27 ms | 0 - 217 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
79
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.48 ms | 0 - 113 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
80
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.324 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
81
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.456 ms | 0 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
82
+ | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.59 ms | 0 - 2 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
83
+ | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 38.752 ms | 9 - 49 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
84
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.708 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
85
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.02 ms | 0 - 63 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
86
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.153 ms | 0 - 233 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
87
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.408 ms | 0 - 198 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
88
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.76 ms | 0 - 66 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
89
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.891 ms | 0 - 68 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
90
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.15 ms | 0 - 233 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
91
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.284 ms | 0 - 174 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
92
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.324 ms | 0 - 61 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
93
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.456 ms | 0 - 64 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
94
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.871 ms | 0 - 106 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
95
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.972 ms | 0 - 98 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
96
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.083 ms | 0 - 108 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
97
+ | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.752 ms | 0 - 67 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
98
+ | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.784 ms | 0 - 70 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
99
+ | ResNet101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.952 ms | 0 - 68 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
100
+ | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.716 ms | 0 - 75 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
101
+ | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.824 ms | 0 - 79 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
102
+ | ResNet101 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 39.001 ms | 8 - 27 MB | CPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
103
+ | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.715 ms | 0 - 63 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
104
+ | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.747 ms | 0 - 67 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
105
+ | ResNet101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.959 ms | 0 - 67 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
106
+ | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.266 ms | 232 - 232 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
107
+ | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.281 ms | 44 - 44 MB | NPU | [ResNet101.onnx.zip](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx.zip) |
108
 
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