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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. README.md +41 -51
  2. ResNeXt101_w8a8.dlc +1 -1
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/ResNeXt101.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-x-elite/ResNeXt101_w8a8.onnx.zip +1 -1
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/resnext101).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -36,66 +37,65 @@ 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 | 36.562 ms | 15 - 331 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 | 35.946 ms | 1 - 129 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 | 9.284 ms | 0 - 286 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 | 9.875 ms | 1 - 79 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 | 6.59 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 | 7.076 ms | 0 - 43 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.462 ms | 0 - 317 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 | 10.314 ms | 1 - 130 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.562 ms | 15 - 331 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 | 35.946 ms | 1 - 129 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 | 6.888 ms | 0 - 34 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 | 6.966 ms | 0 - 44 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.867 ms | 0 - 285 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 | 10.744 ms | 1 - 74 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 | 6.662 ms | 0 - 35 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 | 7.103 ms | 1 - 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 | 10.462 ms | 0 - 317 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 | 10.314 ms | 1 - 130 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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- | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 6.643 ms | 0 - 36 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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  | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 7.204 ms | 0 - 42 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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  | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.232 ms | 1 - 38 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
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- | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.736 ms | 0 - 317 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 | 4.935 ms | 1 - 127 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 | ONNX | 4.807 ms | 1 - 117 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
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- | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.632 ms | 0 - 312 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
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  | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 4.549 ms | 1 - 118 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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  | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.347 ms | 1 - 133 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
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  | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.063 ms | 594 - 594 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 | 6.616 ms | 172 - 172 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
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- | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.297 ms | 0 - 158 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 | 6.56 ms | 0 - 145 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 | 3.371 ms | 0 - 176 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 | 4.249 ms | 0 - 158 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 | 2.746 ms | 0 - 51 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 | 2.91 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 | 3.288 ms | 0 - 158 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 | 3.386 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 | 10.398 ms | 0 - 227 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 | 15.401 ms | 0 - 213 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 | 129.118 ms | 0 - 258 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 | 6.297 ms | 0 - 158 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 | 6.56 ms | 0 - 145 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 | 2.762 ms | 0 - 50 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 | 2.923 ms | 0 - 39 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 | 4.068 ms | 0 - 159 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 | 4.125 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 | 2.755 ms | 0 - 41 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 | 2.971 ms | 0 - 36 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 | 3.288 ms | 0 - 158 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 | 3.386 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.773 ms | 0 - 75 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.957 ms | 0 - 37 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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  | ResNeXt101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 38.207 ms | 0 - 243 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
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- | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.044 ms | 0 - 172 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 | 2.16 ms | 0 - 155 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 | ONNX | 27.472 ms | 8 - 1021 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
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- | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.762 ms | 0 - 160 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
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- | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.119 ms | 0 - 147 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
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  | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 26.257 ms | 6 - 1094 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
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- | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.114 ms | 295 - 295 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 | ONNX | 34.289 ms | 107 - 107 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
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@@ -154,17 +154,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.resnext101.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- ResNeXt101
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 36.6
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- Estimated peak memory usage (MB): [15, 331]
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- Total # Ops : 147
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- Compute Unit(s) : npu (147 ops) gpu (0 ops) cpu (0 ops)
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- ```
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  ## How does this work?
 
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  [here](https://aihub.qualcomm.com/models/resnext101).
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+
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
 
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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 | 36.313 ms | 0 - 316 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 | 35.946 ms | 1 - 129 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 | 9.359 ms | 0 - 283 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 | 9.875 ms | 1 - 79 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 | 6.59 ms | 0 - 35 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 | 7.076 ms | 0 - 43 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.502 ms | 0 - 316 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 | 10.314 ms | 1 - 130 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.313 ms | 0 - 316 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 | 35.946 ms | 1 - 129 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 | 6.674 ms | 0 - 35 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 | 6.966 ms | 0 - 44 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
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+ | ResNeXt101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.941 ms | 0 - 286 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 | 10.744 ms | 1 - 74 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 | 6.65 ms | 0 - 34 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
55
  | ResNeXt101 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 7.103 ms | 1 - 42 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
56
+ | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.502 ms | 0 - 316 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
57
  | ResNeXt101 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.314 ms | 1 - 130 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
58
+ | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 6.675 ms | 3 - 40 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
59
  | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 7.204 ms | 0 - 42 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
60
  | ResNeXt101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 7.232 ms | 1 - 38 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
61
+ | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.752 ms | 0 - 320 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
62
  | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.935 ms | 1 - 127 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
63
  | ResNeXt101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.807 ms | 1 - 117 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
64
+ | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.681 ms | 0 - 312 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.tflite) |
65
  | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 4.549 ms | 1 - 118 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
66
  | ResNeXt101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.347 ms | 1 - 133 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
67
  | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.063 ms | 594 - 594 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.dlc) |
68
  | ResNeXt101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.616 ms | 172 - 172 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101.onnx) |
69
+ | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.292 ms | 0 - 158 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
70
+ | ResNeXt101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.597 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
71
+ | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.338 ms | 0 - 174 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
72
+ | ResNeXt101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.877 ms | 0 - 160 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
73
+ | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.737 ms | 0 - 48 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
74
+ | ResNeXt101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.911 ms | 0 - 34 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
75
+ | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.291 ms | 0 - 158 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
76
+ | ResNeXt101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.384 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
77
+ | ResNeXt101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 15.407 ms | 0 - 213 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
78
+ | ResNeXt101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 128.994 ms | 1 - 23 MB | GPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
79
+ | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.292 ms | 0 - 158 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
80
+ | ResNeXt101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.597 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
81
+ | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.79 ms | 0 - 45 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
82
+ | ResNeXt101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.906 ms | 0 - 37 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
83
+ | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.05 ms | 0 - 159 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
84
+ | ResNeXt101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.166 ms | 0 - 144 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
85
+ | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.74 ms | 0 - 53 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
86
+ | ResNeXt101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.91 ms | 0 - 36 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
87
+ | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.291 ms | 0 - 158 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
88
+ | ResNeXt101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.384 ms | 0 - 143 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
89
+ | ResNeXt101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.742 ms | 0 - 43 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
90
+ | ResNeXt101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.933 ms | 0 - 36 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
 
91
  | ResNeXt101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 38.207 ms | 0 - 243 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
92
+ | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.187 ms | 0 - 167 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
93
+ | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.137 ms | 0 - 155 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
94
  | ResNeXt101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 27.472 ms | 8 - 1021 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
95
+ | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.044 ms | 0 - 161 MB | NPU | [ResNeXt101.tflite](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.tflite) |
96
+ | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.114 ms | 0 - 147 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
97
  | ResNeXt101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 26.257 ms | 6 - 1094 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
98
+ | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.128 ms | 297 - 297 MB | NPU | [ResNeXt101.dlc](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.dlc) |
99
  | ResNeXt101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 34.289 ms | 107 - 107 MB | NPU | [ResNeXt101.onnx](https://huggingface.co/qualcomm/ResNeXt101/blob/main/ResNeXt101_w8a8.onnx) |
100
 
101
 
 
154
  ```bash
155
  python -m qai_hub_models.models.resnext101.export
156
  ```
157
+
 
 
 
 
 
 
 
 
 
 
158
 
159
 
160
  ## How does this work?
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