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GoogLeNetQuantized

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quantized
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@@ -35,31 +35,30 @@ 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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- | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.282 ms | 0 - 10 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 | 0.339 ms | 0 - 9 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 | 0.209 ms | 0 - 15 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 - 13 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 | 0.216 ms | 0 - 10 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 | 0.253 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.885 ms | 0 - 14 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 | 1.201 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.722 ms | 0 - 7 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.283 ms | 0 - 9 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.295 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.761 ms | 0 - 11 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.969 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.285 ms | 0 - 114 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.305 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.643 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 0.849 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.292 ms | 0 - 102 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.305 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | TFLITE | 0.579 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.741 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.349 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.413 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.408 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 150.249 ms | 58 - 58 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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@@ -124,7 +123,7 @@ GoogLeNetQuantized
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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, 10]
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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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  |---|---|---|---|---|---|---|---|---|
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+ | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.283 ms | 0 - 74 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 - 110 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 | 0.207 ms | 0 - 17 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 | 0.249 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 | 0.181 ms | 0 - 10 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 | 0.256 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.968 ms | 0 - 18 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 | 1.206 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.779 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 | 0.288 ms | 0 - 5 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.305 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.753 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.94 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.281 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.306 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.667 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 1.089 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.279 ms | 0 - 5 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 | SA8775P ADP | SA8775P | TFLITE | 0.576 ms | 0 - 16 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.777 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.343 ms | 0 - 16 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.411 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.426 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
 
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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, 74]
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  Total # Ops : 86
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  Compute Unit(s) : NPU (86 ops)
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  ```