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README.md
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library |
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## Installation
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python -m qai_hub_models.models.resnet101.export
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```
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```
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Profile Job summary of ResNet101
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 2.21 ms
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Estimated Peak Memory Range: 0.01-101.01 MB
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Compute Units: NPU (145) | Total (145)
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Profile Job summary of ResNet101
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 2.13 ms
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Estimated Peak Memory Range: 0.59-70.14 MB
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Compute Units: NPU (243) | Total (243)
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/ResNet101/export.py)
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 3.39 ms | 0 - 2 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite)
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 3.448 ms | 1 - 207 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so)
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## Installation
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python -m qai_hub_models.models.resnet101.export
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/ResNet101/export.py)
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