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DenseNet-121

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ONNX
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android
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@@ -35,30 +35,31 @@ 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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- | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.934 ms | 0 - 47 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.986 ms | 0 - 17 MB | FP16 | NPU | [DenseNet-121.so](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.so) |
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- | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.865 ms | 0 - 17 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.291 ms | 0 - 23 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.334 ms | 1 - 21 MB | FP16 | NPU | [DenseNet-121.so](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.so) |
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- | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.314 ms | 0 - 108 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.232 ms | 0 - 23 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.295 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.063 ms | 0 - 34 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.932 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.809 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | SA7255P ADP | SA7255P | TFLITE | 53.422 ms | 0 - 20 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | SA7255P ADP | SA7255P | QNN | 53.64 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.93 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.798 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | SA8295P ADP | SA8295P | TFLITE | 3.306 ms | 0 - 17 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | SA8295P ADP | SA8295P | QNN | 3.299 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.926 ms | 0 - 47 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.802 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | SA8775P ADP | SA8775P | TFLITE | 3.624 ms | 0 - 23 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | SA8775P ADP | SA8775P | QNN | 3.588 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.636 ms | 0 - 23 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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- | DenseNet-121 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.682 ms | 1 - 23 MB | FP16 | NPU | Use Export Script |
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- | DenseNet-121 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.021 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
 
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@@ -123,7 +124,7 @@ DenseNet-121
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.9
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- Estimated peak memory usage (MB): [0, 47]
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  Total # Ops : 312
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  Compute Unit(s) : NPU (312 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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+ | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.933 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.0 ms | 0 - 38 MB | FP16 | NPU | [DenseNet-121.so](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.so) |
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+ | DenseNet-121 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.887 ms | 0 - 45 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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+ | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.291 ms | 0 - 26 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.336 ms | 0 - 25 MB | FP16 | NPU | [DenseNet-121.so](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.so) |
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+ | DenseNet-121 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.307 ms | 0 - 43 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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+ | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.23 ms | 0 - 25 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.267 ms | 0 - 23 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.344 ms | 0 - 26 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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+ | DenseNet-121 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.927 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.802 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | SA7255P ADP | SA7255P | TFLITE | 53.387 ms | 0 - 19 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | SA7255P ADP | SA7255P | QNN | 53.629 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.924 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.8 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | SA8295P ADP | SA8295P | TFLITE | 3.297 ms | 0 - 26 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | SA8295P ADP | SA8295P | QNN | 3.374 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.928 ms | 0 - 48 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.806 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | SA8775P ADP | SA8775P | TFLITE | 3.654 ms | 0 - 19 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | SA8775P ADP | SA8775P | QNN | 3.589 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.615 ms | 0 - 24 MB | FP16 | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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+ | DenseNet-121 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.688 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.033 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | DenseNet-121 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.037 ms | 17 - 17 MB | FP16 | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.9
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+ Estimated peak memory usage (MB): [0, 48]
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  Total # Ops : 312
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  Compute Unit(s) : NPU (312 ops)
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  ```