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README.md
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@@ -36,35 +36,35 @@ 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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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.
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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.931 ms |
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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.
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| MobileNet-v3-Large | SA7255P ADP | SA7255P | TFLITE | 15.
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| MobileNet-v3-Large | SA7255P ADP | SA7255P | QNN | 14.
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| MobileNet-v3-Large | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.
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| MobileNet-v3-Large | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.
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| MobileNet-v3-Large | SA8295P ADP | SA8295P | TFLITE | 1.
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| MobileNet-v3-Large | SA8295P ADP | SA8295P | QNN | 1.
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| MobileNet-v3-Large | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.
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| MobileNet-v3-Large | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.
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| MobileNet-v3-Large | SA8775P ADP | SA8775P | TFLITE | 1.
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| MobileNet-v3-Large | SA8775P ADP | SA8775P | QNN | 1.
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| MobileNet-v3-Large | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.
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| MobileNet-v3-Large | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 14.
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| MobileNet-v3-Large | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.
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| MobileNet-v3-Large | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.939 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.
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| MobileNet-v3-Large | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.
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| MobileNet-v3-Large | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.
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| MobileNet-v3-Large | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.
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| MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.
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| MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.
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@@ -128,8 +128,8 @@ Profiling Results
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MobileNet-v3-Large
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 0
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Estimated peak memory usage (MB): [0,
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Total # Ops : 128
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Compute Unit(s) : NPU (128 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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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.955 ms | 0 - 81 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.931 ms | 0 - 58 MB | FP16 | NPU | [MobileNet-v3-Large.so](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.so) |
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| MobileNet-v3-Large | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.825 ms | 0 - 29 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.647 ms | 0 - 38 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.638 ms | 0 - 31 MB | FP16 | NPU | [MobileNet-v3-Large.so](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.so) |
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| MobileNet-v3-Large | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.576 ms | 0 - 32 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.612 ms | 0 - 31 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.607 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.577 ms | 0 - 25 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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| MobileNet-v3-Large | SA7255P ADP | SA7255P | TFLITE | 15.02 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | SA7255P ADP | SA7255P | QNN | 14.353 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.959 ms | 0 - 80 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.93 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | SA8295P ADP | SA8295P | TFLITE | 1.861 ms | 0 - 26 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | SA8295P ADP | SA8295P | QNN | 1.749 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.952 ms | 0 - 80 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.938 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | SA8775P ADP | SA8775P | TFLITE | 1.647 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | SA8775P ADP | SA8775P | QNN | 1.536 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.02 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 14.353 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.952 ms | 0 - 81 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.939 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.647 ms | 0 - 24 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.536 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.478 ms | 0 - 37 MB | FP16 | NPU | [MobileNet-v3-Large.tflite](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.tflite) |
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| MobileNet-v3-Large | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.476 ms | 0 - 28 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.053 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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| MobileNet-v3-Large | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.89 ms | 13 - 13 MB | FP16 | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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MobileNet-v3-Large
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 1.0
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Estimated peak memory usage (MB): [0, 81]
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Total # Ops : 128
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Compute Unit(s) : NPU (128 ops)
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```
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