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Simple-Bev

Unconditional Image Generation
PyTorch
LiteRT
android
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@@ -34,25 +34,10 @@ 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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- | Simple-Bev | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 434.009 ms | 25 - 27 MB | FP16 | NPU | [Simple-Bev.so](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.so) |
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- | Simple-Bev | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 360.438 ms | 57 - 272 MB | FP16 | NPU | [Simple-Bev.onnx](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.onnx) |
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- | Simple-Bev | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 301.869 ms | 25 - 40 MB | FP16 | NPU | [Simple-Bev.so](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.so) |
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- | Simple-Bev | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 261.626 ms | 142 - 801 MB | FP16 | NPU | [Simple-Bev.onnx](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.onnx) |
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- | Simple-Bev | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 16130.835 ms | 0 - 1215 MB | FP16 | NPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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- | Simple-Bev | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 362.952 ms | 25 - 1013 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 223.613 ms | 130 - 837 MB | FP16 | NPU | [Simple-Bev.onnx](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.onnx) |
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- | Simple-Bev | SA7255P ADP | SA7255P | QNN | 10837.745 ms | 23 - 31 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | SA8255 (Proxy) | SA8255P Proxy | QNN | 433.305 ms | 25 - 27 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | SA8295P ADP | SA8295P | TFLITE | 1852.028 ms | 1248 - 2589 MB | FP32 | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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- | Simple-Bev | SA8295P ADP | SA8295P | QNN | 607.673 ms | 25 - 35 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | SA8650 (Proxy) | SA8650P Proxy | QNN | 435.088 ms | 25 - 28 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | SA8775P ADP | SA8775P | QNN | 701.224 ms | 25 - 31 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10837.745 ms | 23 - 31 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 431.407 ms | 25 - 28 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 701.224 ms | 25 - 31 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 644.8 ms | 3 - 686 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 425.896 ms | 25 - 25 MB | FP16 | NPU | Use Export Script |
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- | Simple-Bev | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 428.555 ms | 265 - 265 MB | FP16 | NPU | [Simple-Bev.onnx](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.onnx) |
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@@ -114,12 +99,12 @@ python -m qai_hub_models.models.simple_bev_cam.export
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  Profiling Results
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  ------------------------------------------------------------
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  Simple-Bev
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- Device : Samsung Galaxy S23 (13)
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- Runtime : QNN
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- Estimated inference time (ms) : 434.0
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- Estimated peak memory usage (MB): [25, 27]
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- Total # Ops : 376
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- Compute Unit(s) : NPU (376 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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+ | Simple-Bev | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1533.805 ms | 1235 - 1552 MB | FP32 | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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+ | Simple-Bev | SA8295P ADP | SA8295P | TFLITE | 1908.015 ms | 1249 - 1560 MB | FP32 | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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+ | Simple-Bev | SA8775P ADP | SA8775P | TFLITE | 3593.07 ms | 1249 - 1546 MB | FP32 | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
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+ | Simple-Bev | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3593.07 ms | 1249 - 1546 MB | FP32 | CPU | [Simple-Bev.tflite](https://huggingface.co/qualcomm/Simple-Bev/blob/main/Simple-Bev.tflite) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  Profiling Results
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  ------------------------------------------------------------
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  Simple-Bev
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+ Device : Snapdragon 8 Elite QRD (15)
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+ Runtime : TFLITE
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+ Estimated inference time (ms) : 1533.8
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+ Estimated peak memory usage (MB): [1235, 1552]
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+ Total # Ops : 397
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+ Compute Unit(s) : GPU (191 ops) CPU (206 ops)
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  ```
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