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README.md
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@@ -34,35 +34,35 @@ 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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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE |
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| GoogLeNet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.
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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.
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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 | SA7255P ADP | SA7255P | TFLITE | 36.
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| GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.
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| GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.
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| GoogLeNet | SA8295P ADP | SA8295P | QNN |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.
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| GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.
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| GoogLeNet | SA8775P ADP | SA8775P | QNN |
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| GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 36.
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| GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 36.
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE |
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.
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| GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.
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| GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN |
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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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@@ -126,8 +126,8 @@ Profiling Results
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GoogLeNet
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) :
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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 | 0.92 ms | 0 - 83 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 | 0.872 ms | 1 - 3 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 | 1.056 ms | 0 - 47 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 | 0.613 ms | 0 - 34 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 | 0.578 ms | 0 - 20 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 | 0.717 ms | 0 - 34 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 | 0.57 ms | 0 - 32 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 | 0.61 ms | 1 - 20 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.7 ms | 1 - 23 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | SA7255P ADP | SA7255P | TFLITE | 36.115 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA7255P ADP | SA7255P | QNN | 36.159 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.922 ms | 0 - 84 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.875 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8295P ADP | SA8295P | TFLITE | 1.865 ms | 0 - 26 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8295P ADP | SA8295P | QNN | 1.836 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.916 ms | 0 - 82 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.877 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | SA8775P ADP | SA8775P | TFLITE | 2.054 ms | 3 - 24 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | SA8775P ADP | SA8775P | QNN | 1.998 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 36.115 ms | 0 - 20 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 36.159 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.915 ms | 0 - 83 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.871 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.054 ms | 3 - 24 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.998 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.387 ms | 0 - 36 MB | FP16 | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.379 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.003 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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| GoogLeNet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.074 ms | 14 - 14 MB | FP16 | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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GoogLeNet
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 0.9
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Estimated peak memory usage (MB): [0, 83]
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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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