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ResNeXt50

Image Classification
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: image-classification
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  tags:
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  - backbone
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  - android
 
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  ---
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@@ -35,31 +35,35 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.468 ms | 0 - 180 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.543 ms | 1 - 131 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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- | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.786 ms | 0 - 163 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.756 ms | 0 - 38 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.846 ms | 1 - 40 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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- | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.107 ms | 0 - 40 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.681 ms | 0 - 42 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.511 ms | 1 - 41 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.99 ms | 1 - 43 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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- | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.482 ms | 0 - 191 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.522 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA7255P ADP | SA7255P | TFLITE | 85.485 ms | 0 - 38 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA7255P ADP | SA7255P | QNN | 85.779 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.473 ms | 0 - 191 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.53 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8295P ADP | SA8295P | TFLITE | 3.969 ms | 0 - 27 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8295P ADP | SA8295P | QNN | 4.305 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.493 ms | 0 - 181 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.51 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | SA8775P ADP | SA8775P | TFLITE | 4.599 ms | 0 - 37 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | SA8775P ADP | SA8775P | QNN | 4.696 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.246 ms | 0 - 27 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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- | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.363 ms | 1 - 28 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.63 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.642 ms | 52 - 52 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
 
 
 
 
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@@ -124,7 +128,7 @@ ResNeXt50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.5
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- Estimated peak memory usage (MB): [0, 180]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
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  license: bsd-3-clause
 
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  tags:
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  - backbone
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  - android
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+ pipeline_tag: image-classification
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  ---
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35
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.507 ms | 0 - 190 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.501 ms | 0 - 3 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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+ | ResNeXt50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.785 ms | 0 - 160 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.755 ms | 0 - 39 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.814 ms | 0 - 15 MB | FP16 | NPU | [ResNeXt50.so](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.so) |
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+ | ResNeXt50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.994 ms | 0 - 42 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.682 ms | 0 - 41 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.74 ms | 1 - 40 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.755 ms | 1 - 42 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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+ | ResNeXt50 | SA7255P ADP | SA7255P | TFLITE | 85.5 ms | 0 - 36 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA7255P ADP | SA7255P | QNN | 85.791 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.492 ms | 0 - 181 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.52 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8295P ADP | SA8295P | TFLITE | 3.965 ms | 0 - 25 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8295P ADP | SA8295P | QNN | 4.335 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.501 ms | 0 - 190 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.534 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | SA8775P ADP | SA8775P | TFLITE | 4.648 ms | 0 - 36 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | SA8775P ADP | SA8775P | QNN | 4.73 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 85.5 ms | 0 - 36 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 85.791 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.5 ms | 0 - 130 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.498 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 4.648 ms | 0 - 36 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.73 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.243 ms | 0 - 28 MB | FP16 | NPU | [ResNeXt50.tflite](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.tflite) |
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+ | ResNeXt50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.349 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.662 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNeXt50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.77 ms | 52 - 52 MB | FP16 | NPU | [ResNeXt50.onnx](https://huggingface.co/qualcomm/ResNeXt50/blob/main/ResNeXt50.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.5
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+ Estimated peak memory usage (MB): [0, 190]
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  Total # Ops : 79
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  Compute Unit(s) : NPU (79 ops)
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  ```