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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 +42 -51
  2. ResNet101_w8a8.dlc +1 -1
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/ResNet101.onnx.zip +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/ResNet101_w8a8.onnx.zip +2 -2
  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/resnet101).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -36,66 +37,66 @@ 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 | 18.303 ms | 0 - 107 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 | 18.249 ms | 1 - 39 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 | 4.734 ms | 0 - 110 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 | 5.479 ms | 1 - 32 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 | 3.349 ms | 0 - 412 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 | 3.228 ms | 1 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.511 ms | 0 - 108 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 | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.303 ms | 0 - 107 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 | 18.249 ms | 1 - 39 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 | 3.361 ms | 0 - 465 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 | 3.254 ms | 0 - 22 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.583 ms | 0 - 81 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 | 5.489 ms | 1 - 29 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 | 3.332 ms | 0 - 291 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 | 3.244 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.511 ms | 0 - 108 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 | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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- | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.326 ms | 0 - 31 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.247 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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  | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.358 ms | 0 - 13 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.407 ms | 0 - 136 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 | 2.386 ms | 0 - 46 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 | 2.413 ms | 0 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.292 ms | 0 - 112 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.241 ms | 0 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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  | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.358 ms | 1 - 44 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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  | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.827 ms | 231 - 231 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 | 3.392 ms | 86 - 86 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.704 ms | 0 - 43 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 | 2.94 ms | 0 - 46 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 - 96 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 | 1.806 ms | 0 - 80 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 | 1.165 ms | 0 - 233 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 | 1.264 ms | 0 - 215 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.337 ms | 0 - 43 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 | 1.435 ms | 0 - 46 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 | 4.41 ms | 0 - 77 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 | 6.376 ms | 0 - 76 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.433 ms | 0 - 2 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.704 ms | 0 - 43 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 | 2.94 ms | 0 - 46 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 | 1.162 ms | 0 - 234 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 | 1.269 ms | 0 - 228 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 | 1.789 ms | 0 - 48 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 | 1.895 ms | 0 - 49 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 | 1.16 ms | 0 - 230 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 | 1.277 ms | 0 - 225 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 | 1.337 ms | 0 - 43 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 | 1.435 ms | 0 - 46 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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- | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.162 ms | 0 - 234 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.273 ms | 0 - 206 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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  | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 24.537 ms | 0 - 177 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.881 ms | 0 - 90 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 | 0.991 ms | 0 - 80 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 | 20.686 ms | 46 - 1706 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.794 ms | 0 - 45 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
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- | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.866 ms | 0 - 53 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
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  | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.581 ms | 9 - 689 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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- | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.288 ms | 199 - 199 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 | 24.29 ms | 48 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
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@@ -154,17 +155,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.resnet101.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- ResNet101
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 18.3
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- Estimated peak memory usage (MB): [0, 107]
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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/resnet101).
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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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+ | ResNet101 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.341 ms | 0 - 107 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 | 18.249 ms | 1 - 39 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 - 111 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 | 5.479 ms | 1 - 32 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 | 3.318 ms | 0 - 29 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 | 3.228 ms | 1 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.49 ms | 0 - 107 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 | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.341 ms | 0 - 107 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 | 18.249 ms | 1 - 39 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 | 3.355 ms | 0 - 277 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 | 3.254 ms | 0 - 22 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.631 ms | 0 - 82 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 | 5.489 ms | 1 - 29 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 - 298 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 | 3.244 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.49 ms | 0 - 107 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 | 5.337 ms | 0 - 39 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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+ | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.34 ms | 0 - 468 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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  | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.247 ms | 0 - 17 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
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  | ResNet101 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.358 ms | 0 - 13 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.409 ms | 0 - 139 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
62
  | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.386 ms | 0 - 46 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
63
  | ResNet101 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.413 ms | 0 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
64
+ | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.961 ms | 0 - 112 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
65
  | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.241 ms | 0 - 44 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
66
  | ResNet101 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.358 ms | 1 - 44 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
67
  | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.827 ms | 231 - 231 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.dlc) |
68
  | ResNet101 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.392 ms | 86 - 86 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
69
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.719 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
70
+ | ResNet101 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.945 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
71
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.379 ms | 0 - 93 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
72
+ | ResNet101 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.812 ms | 0 - 80 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
73
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.157 ms | 0 - 237 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
74
+ | ResNet101 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.273 ms | 0 - 206 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
75
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.322 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
76
+ | ResNet101 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.439 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
77
+ | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.4 ms | 0 - 78 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
78
+ | ResNet101 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.337 ms | 0 - 78 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
79
+ | ResNet101 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.234 ms | 0 - 2 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
80
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.719 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
81
+ | ResNet101 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.945 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
82
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.162 ms | 0 - 235 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
83
+ | ResNet101 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.27 ms | 0 - 233 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
84
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.776 ms | 0 - 46 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
85
+ | ResNet101 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.884 ms | 0 - 49 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
86
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.167 ms | 0 - 236 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
87
+ | ResNet101 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.27 ms | 0 - 231 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
88
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.322 ms | 0 - 43 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
89
+ | ResNet101 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.439 ms | 0 - 47 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
90
+ | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.154 ms | 0 - 233 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
91
+ | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.276 ms | 0 - 230 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
92
  | ResNet101 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 24.537 ms | 0 - 177 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
93
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.886 ms | 0 - 89 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
94
+ | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.977 ms | 0 - 80 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
95
  | ResNet101 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.686 ms | 46 - 1706 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
96
+ | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.791 ms | 0 - 51 MB | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.tflite) |
97
+ | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.832 ms | 0 - 50 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
98
  | ResNet101 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.581 ms | 9 - 689 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
99
+ | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.281 ms | 201 - 201 MB | NPU | [ResNet101.dlc](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.dlc) |
100
  | ResNet101 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.29 ms | 48 - 48 MB | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101_w8a8.onnx) |
101
 
102
 
 
155
  ```bash
156
  python -m qai_hub_models.models.resnet101.export
157
  ```
158
+
 
 
 
 
 
 
 
 
 
 
159
 
160
 
161
  ## How does this work?
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