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MNASNet05

Image Classification
PyTorch
LiteRT
ONNX
backbone
android
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@@ -35,35 +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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- | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.718 ms | 0 - 45 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.703 ms | 1 - 3 MB | FP16 | NPU | [MNASNet05.so](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.so) |
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- | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.581 ms | 0 - 33 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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- | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.482 ms | 0 - 33 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.478 ms | 1 - 18 MB | FP16 | NPU | [MNASNet05.so](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.so) |
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- | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.389 ms | 0 - 34 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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- | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.464 ms | 0 - 19 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.47 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.409 ms | 1 - 19 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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- | MNASNet05 | SA7255P ADP | SA7255P | TFLITE | 10.693 ms | 0 - 17 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | SA7255P ADP | SA7255P | QNN | 10.666 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.716 ms | 0 - 47 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.702 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | SA8295P ADP | SA8295P | TFLITE | 1.435 ms | 0 - 20 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | SA8295P ADP | SA8295P | QNN | 1.376 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.719 ms | 0 - 46 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.7 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | SA8775P ADP | SA8775P | TFLITE | 1.275 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | SA8775P ADP | SA8775P | QNN | 1.247 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.693 ms | 0 - 17 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.666 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.717 ms | 0 - 45 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.707 ms | 1 - 12 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.275 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.247 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.097 ms | 0 - 29 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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- | MNASNet05 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.096 ms | 1 - 28 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.853 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MNASNet05 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.624 ms | 5 - 5 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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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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+ | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.721 ms | 0 - 45 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.716 ms | 1 - 46 MB | FP16 | NPU | [MNASNet05.so](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.so) |
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+ | MNASNet05 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.596 ms | 0 - 32 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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+ | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.481 ms | 0 - 30 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.488 ms | 1 - 25 MB | FP16 | NPU | [MNASNet05.so](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.so) |
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+ | MNASNet05 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.397 ms | 0 - 33 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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+ | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.467 ms | 0 - 20 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.507 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.406 ms | 1 - 19 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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+ | MNASNet05 | SA7255P ADP | SA7255P | TFLITE | 10.667 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | SA7255P ADP | SA7255P | QNN | 10.677 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.713 ms | 0 - 46 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.702 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | SA8295P ADP | SA8295P | TFLITE | 1.441 ms | 0 - 21 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | SA8295P ADP | SA8295P | QNN | 1.383 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.716 ms | 0 - 45 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.701 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | SA8775P ADP | SA8775P | TFLITE | 1.292 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | SA8775P ADP | SA8775P | QNN | 1.243 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.667 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.677 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.716 ms | 0 - 45 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.698 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.292 ms | 0 - 16 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.243 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.084 ms | 0 - 30 MB | FP16 | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
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+ | MNASNet05 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.121 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.84 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | MNASNet05 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.638 ms | 5 - 5 MB | FP16 | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
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