v0.31.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.
README.md
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@@ -34,10 +34,10 @@ More details on model performance across various devices, can be found
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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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| Simple-Bev | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| Simple-Bev | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE |
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| Simple-Bev | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| Simple-Bev | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE |
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@@ -101,8 +101,8 @@ Profiling Results
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Simple-Bev
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Device : cs_9075 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) :
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Estimated peak memory usage (MB): [
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Total # Ops : 423
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Compute Unit(s) : npu (0 ops) gpu (197 ops) cpu (226 ops)
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```
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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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| Simple-Bev | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3496.02 ms | 1249 - 1746 MB | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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| Simple-Bev | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1926.08 ms | 1250 - 1733 MB | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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| Simple-Bev | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3496.02 ms | 1249 - 1746 MB | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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| Simple-Bev | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1769.725 ms | 1227 - 1699 MB | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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Simple-Bev
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Device : cs_9075 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 3496.0
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Estimated peak memory usage (MB): [1249, 1746]
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Total # Ops : 423
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Compute Unit(s) : npu (0 ops) gpu (197 ops) cpu (226 ops)
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```
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