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Shufflenet-v2

Image Classification
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@@ -1,7 +1,4 @@
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  ---
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- datasets:
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- - imagenet-1k
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- - imagenet-22k
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  library_name: pytorch
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  license: bsd-3-clause
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  pipeline_tag: image-classification
@@ -37,27 +34,29 @@ 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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- | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.201 ms | 0 - 1 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.774 ms | 0 - 15 MB | FP16 | NPU | [Shufflenet-v2.so](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.so) |
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- | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.128 ms | 0 - 2 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.975 ms | 0 - 38 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.518 ms | 1 - 13 MB | FP16 | NPU | [Shufflenet-v2.so](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.so) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.728 ms | 0 - 41 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.197 ms | 0 - 1 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.732 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.2 ms | 0 - 2 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
 
 
 
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  | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.741 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.196 ms | 0 - 1 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.733 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.204 ms | 0 - 1 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.741 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.315 ms | 0 - 39 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.885 ms | 1 - 14 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.803 ms | 0 - 21 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.407 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.786 ms | 0 - 23 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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  | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.894 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.124 ms | 3 - 3 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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@@ -122,7 +121,7 @@ Shufflenet-v2
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.2
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- Estimated peak memory usage (MB): [0, 1]
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  Total # Ops : 204
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  Compute Unit(s) : NPU (204 ops)
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  ```
 
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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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  | 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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+ | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.201 ms | 0 - 2 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.773 ms | 1 - 6 MB | FP16 | NPU | [Shufflenet-v2.so](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.so) |
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+ | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.125 ms | 0 - 4 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.782 ms | 0 - 39 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.511 ms | 0 - 12 MB | FP16 | NPU | [Shufflenet-v2.so](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.so) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.724 ms | 0 - 41 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.802 ms | 0 - 21 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.523 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.633 ms | 0 - 23 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.199 ms | 0 - 1 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.731 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.202 ms | 0 - 10 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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  | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.741 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.201 ms | 0 - 103 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.743 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.205 ms | 0 - 45 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.742 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8295P ADP | SA8295P | TFLITE | 1.782 ms | 0 - 20 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8295P ADP | SA8295P | QNN | 1.424 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.321 ms | 0 - 39 MB | FP16 | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.876 ms | 1 - 13 MB | FP16 | NPU | Use Export Script |
 
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  | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.894 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.122 ms | 3 - 3 MB | FP16 | NPU | [Shufflenet-v2.onnx](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.2
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+ Estimated peak memory usage (MB): [0, 2]
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  Total # Ops : 204
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  Compute Unit(s) : NPU (204 ops)
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  ```