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README.md
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@@ -35,29 +35,29 @@ 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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| GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.
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| GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.
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| GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.
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| GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.
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| GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.
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| GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.
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| GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.
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| GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.
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| GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.
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| GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.
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| GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.
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| GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.
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| GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.
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| GoogLeNetQuantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.
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| GoogLeNetQuantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.
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| GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.
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| GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.
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| GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.
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| GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN |
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| GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.
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| GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.
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| GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.
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| GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 149.
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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,
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Total # Ops : 86
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Compute Unit(s) : NPU (86 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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| GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.29 ms | 0 - 108 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.345 ms | 0 - 30 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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| GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.206 ms | 0 - 37 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.253 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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| GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.212 ms | 0 - 20 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.218 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.929 ms | 0 - 21 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.402 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.704 ms | 0 - 2 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.286 ms | 0 - 1 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.303 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.282 ms | 0 - 109 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.307 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.288 ms | 0 - 2 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.306 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.284 ms | 0 - 1 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.304 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.654 ms | 0 - 19 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 1.004 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.341 ms | 0 - 38 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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| GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.418 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.409 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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| GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 149.585 ms | 58 - 58 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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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, 108]
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Total # Ops : 86
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Compute Unit(s) : NPU (86 ops)
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```
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