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Shufflenet-v2Quantized

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@@ -35,38 +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-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.621 ms | 0 - 8 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.477 ms | 0 - 3 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.so) |
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- | Shufflenet-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.532 ms | 0 - 54 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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- | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.43 ms | 0 - 23 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.338 ms | 0 - 19 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.so) |
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- | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.827 ms | 0 - 189 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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- | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.488 ms | 0 - 24 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.379 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.312 ms | 0 - 184 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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- | Shufflenet-v2Quantized | SA7255P ADP | SA7255P | TFLITE | 1.493 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | SA7255P ADP | SA7255P | QNN | 1.274 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.617 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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  | Shufflenet-v2Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.474 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | SA8295P ADP | SA8295P | TFLITE | 0.983 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | SA8295P ADP | SA8295P | QNN | 0.82 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.617 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.47 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | SA8775P ADP | SA8775P | TFLITE | 1.037 ms | 0 - 13 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | SA8775P ADP | SA8775P | QNN | 0.793 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.93 ms | 0 - 17 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.02 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 11.43 ms | 0 - 6 MB | FP32 | CPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1.493 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.274 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.618 ms | 0 - 5 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.476 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.037 ms | 0 - 13 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.793 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.661 ms | 0 - 20 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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- | Shufflenet-v2Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.534 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.582 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | Shufflenet-v2Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.555 ms | 6 - 6 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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@@ -130,10 +130,10 @@ Profiling Results
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  Shufflenet-v2Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 0.6
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  Estimated peak memory usage (MB): [0, 8]
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- Total # Ops : 220
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- Compute Unit(s) : NPU (220 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-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.313 ms | 0 - 8 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.472 ms | 0 - 2 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.so) |
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+ | Shufflenet-v2Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.559 ms | 0 - 56 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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+ | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.229 ms | 0 - 25 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.335 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.so](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.so) |
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+ | Shufflenet-v2Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.758 ms | 0 - 191 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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+ | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.21 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.376 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.027 ms | 0 - 183 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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+ | Shufflenet-v2Quantized | SA7255P ADP | SA7255P | TFLITE | 1.01 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | SA7255P ADP | SA7255P | QNN | 1.264 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.328 ms | 0 - 4 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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  | Shufflenet-v2Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.474 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | SA8295P ADP | SA8295P | TFLITE | 0.649 ms | 0 - 18 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | SA8295P ADP | SA8295P | QNN | 0.814 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.322 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.475 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | SA8775P ADP | SA8775P | TFLITE | 0.619 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | SA8775P ADP | SA8775P | QNN | 0.785 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.632 ms | 0 - 15 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.008 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 7.571 ms | 0 - 8 MB | FP32 | CPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1.01 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.264 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.324 ms | 0 - 9 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.472 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.619 ms | 0 - 12 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.785 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.426 ms | 0 - 21 MB | INT8 | NPU | [Shufflenet-v2Quantized.tflite](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.tflite) |
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+ | Shufflenet-v2Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.601 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.583 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | Shufflenet-v2Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.318 ms | 5 - 5 MB | INT8 | NPU | [Shufflenet-v2Quantized.onnx](https://huggingface.co/qualcomm/Shufflenet-v2Quantized/blob/main/Shufflenet-v2Quantized.onnx) |
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  Shufflenet-v2Quantized
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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, 8]
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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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