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README.md
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@@ -34,29 +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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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.
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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.
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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.784 ms | 0 -
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.012 ms | 0 -
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.
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| GoogLeNet | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.
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| GoogLeNet | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.
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| GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 2.
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| GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.
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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,
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Total # Ops : 84
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Compute Unit(s) : NPU (84 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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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.014 ms | 0 - 187 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.084 ms | 0 - 24 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.145 ms | 0 - 177 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.636 ms | 0 - 50 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.687 ms | 0 - 16 MB | FP16 | NPU | [GoogLeNet.so](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.so) |
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| GoogLeNet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.784 ms | 0 - 56 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.563 ms | 0 - 19 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.724 ms | 1 - 13 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.847 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.012 ms | 0 - 9 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.906 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.016 ms | 0 - 2 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.902 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.01 ms | 0 - 2 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.901 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.012 ms | 0 - 144 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.901 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 2.01 ms | 0 - 18 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.977 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.49 ms | 0 - 50 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.56 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.064 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.323 ms | 15 - 15 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 1.0
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Estimated peak memory usage (MB): [0, 187]
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Total # Ops : 84
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Compute Unit(s) : NPU (84 ops)
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```
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