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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 (7) hide show
  1. README.md +67 -59
  2. ResNeXt101_float.dlc +2 -2
  3. ResNeXt101_float.onnx.zip +1 -1
  4. ResNeXt101_w8a8.dlc +2 -2
  5. ResNeXt101_w8a8.onnx.zip +3 -0
  6. ResNeXt101_w8a8.tflite +1 -1
  7. tool-versions.yaml +3 -2
README.md CHANGED
@@ -37,65 +37,73 @@ 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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- | ResNeXt101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 36.527 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 35.952 ms | 36 - 157 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.534 ms | 0 - 258 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.09 ms | 0 - 82 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.653 ms | 0 - 33 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.645 ms | 0 - 42 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.804 ms | 1 - 38 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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- | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.422 ms | 0 - 292 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.152 ms | 0 - 111 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.527 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 35.952 ms | 36 - 157 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.93 ms | 0 - 32 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.623 ms | 1 - 40 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.027 ms | 0 - 259 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.91 ms | 1 - 80 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.721 ms | 0 - 32 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.625 ms | 0 - 41 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.422 ms | 0 - 292 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.152 ms | 0 - 111 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.701 ms | 0 - 290 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.728 ms | 0 - 112 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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- | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.025 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.966 ms | 1 - 112 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.043 ms | 0 - 113 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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- | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.36 ms | 0 - 289 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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- | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.131 ms | 1 - 116 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.288 ms | 1 - 117 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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- | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.703 ms | 518 - 518 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.604 ms | 172 - 172 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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- | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.202 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.425 ms | 0 - 142 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.177 ms | 0 - 158 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.006 ms | 0 - 157 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.784 ms | 0 - 27 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.935 ms | 0 - 36 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.273 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.443 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 10.642 ms | 0 - 222 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 15.004 ms | 0 - 232 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 125.86 ms | 0 - 262 MB | GPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.202 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.425 ms | 0 - 142 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.765 ms | 0 - 37 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.935 ms | 0 - 34 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.037 ms | 0 - 146 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.1 ms | 0 - 145 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.709 ms | 0 - 38 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.893 ms | 0 - 35 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.273 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.443 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.097 ms | 0 - 154 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.128 ms | 0 - 153 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.753 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.837 ms | 0 - 146 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 4.094 ms | 0 - 237 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 4.139 ms | 0 - 183 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.579 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.484 ms | 0 - 146 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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- | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.084 ms | 296 - 296 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_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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+ | ResNeXt101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 36.585 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 36.045 ms | 1 - 122 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.567 ms | 0 - 257 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.847 ms | 0 - 83 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.667 ms | 0 - 36 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.636 ms | 1 - 41 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 6.783 ms | 1 - 41 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
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+ | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.481 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.212 ms | 0 - 111 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.585 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 36.045 ms | 1 - 122 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.691 ms | 0 - 32 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.636 ms | 0 - 41 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.151 ms | 0 - 260 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 10.837 ms | 1 - 80 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.684 ms | 0 - 34 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.704 ms | 0 - 42 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.481 ms | 0 - 293 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.212 ms | 0 - 111 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.706 ms | 0 - 291 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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+ | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.894 ms | 1 - 125 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
61
+ | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.687 ms | 1 - 109 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
62
+ | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.056 ms | 0 - 289 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
63
+ | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.938 ms | 1 - 114 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
64
+ | ResNeXt101 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.028 ms | 0 - 114 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
65
+ | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.374 ms | 0 - 290 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
66
+ | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.109 ms | 1 - 117 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
67
+ | ResNeXt101 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.26 ms | 1 - 116 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
68
+ | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.735 ms | 545 - 545 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
69
+ | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.573 ms | 173 - 173 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx.zip) |
70
+ | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.316 ms | 0 - 143 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
71
+ | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.468 ms | 0 - 136 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
72
+ | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.189 ms | 0 - 154 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
73
+ | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.927 ms | 0 - 149 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
74
+ | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.702 ms | 0 - 36 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
75
+ | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.891 ms | 0 - 35 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
76
+ | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.295 ms | 0 - 227 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
77
+ | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.328 ms | 0 - 143 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
78
+ | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.434 ms | 0 - 138 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
79
+ | ResNeXt101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 10.599 ms | 0 - 216 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
80
+ | ResNeXt101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 88.46 ms | 0 - 26 MB | CPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
81
+ | ResNeXt101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 129.712 ms | 0 - 87 MB | GPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
82
+ | ResNeXt101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 77.841 ms | 8 - 42 MB | CPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
83
+ | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.316 ms | 0 - 143 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
84
+ | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.468 ms | 0 - 136 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
85
+ | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.747 ms | 0 - 37 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
86
+ | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.876 ms | 0 - 34 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
87
+ | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.082 ms | 0 - 144 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
88
+ | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.242 ms | 0 - 140 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
89
+ | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.747 ms | 0 - 35 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
90
+ | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.883 ms | 0 - 33 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
91
+ | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.328 ms | 0 - 143 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
92
+ | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.434 ms | 0 - 138 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
93
+ | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.104 ms | 0 - 150 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
94
+ | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.152 ms | 0 - 147 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
95
+ | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.397 ms | 0 - 162 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
96
+ | ResNeXt101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.783 ms | 0 - 143 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
97
+ | ResNeXt101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.822 ms | 0 - 141 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
98
+ | ResNeXt101 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.096 ms | 0 - 152 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
99
+ | ResNeXt101 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 4.141 ms | 0 - 233 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
100
+ | ResNeXt101 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 4.154 ms | 0 - 173 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
101
+ | ResNeXt101 | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 68.127 ms | 0 - 18 MB | CPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
102
+ | ResNeXt101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.597 ms | 0 - 145 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
103
+ | ResNeXt101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.478 ms | 0 - 142 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
104
+ | ResNeXt101 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.813 ms | 0 - 153 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
105
+ | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.065 ms | 260 - 260 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
106
+ | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.253 ms | 89 - 89 MB | NPU | [ResNeXt101.onnx.zip](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx.zip) |
107
 
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