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Shufflenet-v2Quantized

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ONNX
quantized
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@@ -35,34 +35,38 @@ 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 | 0.325 ms | 0 - 3 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.468 ms | 0 - 3 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.so) |
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- | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.765 ms | 0 - 8 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.231 ms | 7 - 28 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.339 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.so) |
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- | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.536 ms | 0 - 25 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.231 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.307 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.629 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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- | Shufflenet-v2 | SA7255P ADP | SA7255P | TFLITE | 1.013 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA7255P ADP | SA7255P | QNN | 1.273 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.319 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.467 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8295P ADP | SA8295P | TFLITE | 0.645 ms | 0 - 20 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA8295P ADP | SA8295P | QNN | 0.797 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.328 ms | 0 - 4 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.471 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.611 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.075 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 7.2 ms | 0 - 6 MB | INT8 | CPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1.013 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.273 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.328 ms | 0 - 11 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.465 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.431 ms | 0 - 25 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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- | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.599 ms | 0 - 21 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.617 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.784 ms | 0 - 0 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
 
 
 
 
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@@ -127,7 +131,7 @@ 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) : 0.3
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- Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 175
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  Compute Unit(s) : NPU (175 ops)
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  ```
 
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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 | 0.328 ms | 0 - 10 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.489 ms | 0 - 8 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.so) |
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+ | Shufflenet-v2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.774 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.23 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.352 ms | 0 - 22 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.so) |
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+ | Shufflenet-v2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.54 ms | 0 - 23 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.248 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.369 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.606 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.onnx) |
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+ | Shufflenet-v2 | SA7255P ADP | SA7255P | TFLITE | 0.989 ms | 0 - 13 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA7255P ADP | SA7255P | QNN | 1.257 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.321 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.465 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8295P ADP | SA8295P | TFLITE | 0.646 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8295P ADP | SA8295P | QNN | 0.828 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.329 ms | 0 - 5 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.477 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | SA8775P ADP | SA8775P | TFLITE | 0.622 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | SA8775P ADP | SA8775P | QNN | 0.798 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.638 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.028 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 6.944 ms | 0 - 6 MB | INT8 | CPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 0.989 ms | 0 - 13 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.257 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.316 ms | 0 - 4 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.475 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.622 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.798 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.423 ms | 0 - 19 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2.tflite) |
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+ | Shufflenet-v2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.599 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.573 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.785 ms | 0 - 0 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/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) : 0.3
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+ Estimated peak memory usage (MB): [0, 10]
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  Total # Ops : 175
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  Compute Unit(s) : NPU (175 ops)
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  ```