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README.md
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---
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library_name: pytorch
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license:
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tags:
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- android
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pipeline_tag: image-classification
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### Model Details
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- **Model Type:**
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- **Model Stats:**
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- Model checkpoint: Imagenet
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- Input resolution: 224x224
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- Number of parameters: 6.62M
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- Model size: 25.3 MB
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| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet | SA7255P ADP | SA7255P |
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| GoogLeNet |
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| GoogLeNet | SA8255 (Proxy) | SA8255P Proxy |
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| GoogLeNet |
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| GoogLeNet | SA8295P ADP | SA8295P |
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| GoogLeNet |
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| GoogLeNet | SA8650 (Proxy) | SA8650P Proxy |
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| GoogLeNet |
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| GoogLeNet | SA8775P ADP | SA8775P |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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| GoogLeNet |
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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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Profiling Results
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------------------------------------------------------------
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GoogLeNet
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Device :
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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) :
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```
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---
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library_name: pytorch
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license: other
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tags:
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- android
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pipeline_tag: image-classification
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### Model Details
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- **Model Type:** Model_use_case.image_classification
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- **Model Stats:**
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- Model checkpoint: Imagenet
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- Input resolution: 224x224
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- Number of parameters: 6.62M
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- Model size (float): 25.3 MB
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- Model size (w8a8): 6.55 MB
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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| GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.127 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.023 ms | 1 - 11 MB | NPU | Use Export Script |
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| GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.494 ms | 0 - 36 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.89 ms | 1 - 27 MB | NPU | Use Export Script |
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| GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.916 ms | 0 - 83 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.873 ms | 1 - 4 MB | NPU | Use Export Script |
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| GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.663 ms | 0 - 24 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.631 ms | 1 - 15 MB | NPU | Use Export Script |
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| GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.127 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.023 ms | 1 - 11 MB | NPU | Use Export Script |
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| GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.918 ms | 0 - 83 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.874 ms | 1 - 3 MB | NPU | Use Export Script |
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| GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.869 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.835 ms | 0 - 18 MB | NPU | Use Export Script |
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| GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.915 ms | 0 - 84 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.872 ms | 1 - 2 MB | NPU | Use Export Script |
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| GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.663 ms | 0 - 24 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.631 ms | 1 - 15 MB | NPU | Use Export Script |
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| GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.912 ms | 0 - 82 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.876 ms | 0 - 29 MB | NPU | Use Export Script |
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| GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.0 ms | 0 - 44 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.611 ms | 0 - 36 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.586 ms | 1 - 27 MB | NPU | Use Export Script |
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| GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.643 ms | 0 - 29 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.602 ms | 0 - 31 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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| GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.455 ms | 0 - 17 MB | NPU | Use Export Script |
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| GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.553 ms | 0 - 16 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.022 ms | 1 - 1 MB | NPU | Use Export Script |
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| GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.112 ms | 14 - 14 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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| GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.912 ms | 0 - 16 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.838 ms | 0 - 9 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.439 ms | 0 - 28 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.494 ms | 0 - 32 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.278 ms | 0 - 32 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.253 ms | 0 - 3 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.474 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.422 ms | 0 - 15 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.961 ms | 0 - 30 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.082 ms | 0 - 14 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.834 ms | 0 - 2 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.912 ms | 0 - 16 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.838 ms | 0 - 9 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.276 ms | 0 - 5 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.244 ms | 0 - 2 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.7 ms | 0 - 22 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.623 ms | 0 - 17 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.276 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.255 ms | 0 - 2 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.474 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.422 ms | 0 - 15 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.276 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.253 ms | 0 - 33 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.268 ms | 3 - 63 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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| GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.21 ms | 0 - 31 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.182 ms | 0 - 28 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.191 ms | 8 - 293 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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| GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.205 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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| GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.188 ms | 0 - 22 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 12.043 ms | 7 - 275 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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| GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.351 ms | 0 - 0 MB | NPU | Use Export Script |
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| GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.676 ms | 14 - 14 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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Profiling Results
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------------------------------------------------------------
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GoogLeNet
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 5.1
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Estimated peak memory usage (MB): [0, 21]
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Total # Ops : 84
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Compute Unit(s) : npu (84 ops) gpu (0 ops) cpu (0 ops)
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```
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