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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +91 -67
README.md CHANGED
@@ -29,12 +29,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.46.0/densenet121-tflite-w8a8.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[DenseNet-121 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/densenet121)**.
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@@ -65,67 +67,89 @@ See our repository for [DenseNet-121 on GitHub](https://github.com/quic/ai-hub-m
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | DenseNet-121 | ONNX | float | Snapdragon® X Elite | 1.741 ms | 15 - 15 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.298 ms | 0 - 155 MB | NPU
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- | DenseNet-121 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.788 ms | 0 - 37 MB | NPU
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- | DenseNet-121 | ONNX | float | Qualcomm® QCS9075 | 2.872 ms | 1 - 3 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.957 ms | 0 - 110 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.83 ms | 0 - 109 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® X Elite | 2.077 ms | 1 - 1 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.24 ms | 0 - 79 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.958 ms | 1 - 39 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.835 ms | 1 - 2 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8775P | 2.786 ms | 1 - 43 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS9075 | 2.754 ms | 1 - 3 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.28 ms | 0 - 75 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA7255P | 7.958 ms | 1 - 39 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8295P | 3.147 ms | 0 - 36 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.884 ms | 0 - 43 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.71 ms | 1 - 44 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.433 ms | 0 - 0 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.134 ms | 0 - 88 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.217 ms | 0 - 62 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.126 ms | 0 - 2 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.489 ms | 0 - 65 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.39 ms | 0 - 2 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.014 ms | 0 - 86 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.217 ms | 0 - 62 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.535 ms | 0 - 61 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.755 ms | 0 - 59 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.218 ms | 0 - 72 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.663 ms | 0 - 0 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.717 ms | 0 - 81 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.99 ms | 0 - 58 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.394 ms | 0 - 2 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.736 ms | 0 - 60 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.558 ms | 2 - 4 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.942 ms | 0 - 77 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.99 ms | 0 - 58 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.519 ms | 0 - 56 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.038 ms | 0 - 59 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.925 ms | 0 - 64 MB | NPU
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- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.244 ms | 36 - 132 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.977 ms | 0 - 56 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.807 ms | 0 - 2 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® SA8775P | 2.762 ms | 0 - 58 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® QCS9075 | 2.805 ms | 0 - 18 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.325 ms | 0 - 97 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® SA7255P | 7.977 ms | 0 - 56 MB | NPU
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- | DenseNet-121 | TFLITE | float | Qualcomm® SA8295P | 3.163 ms | 0 - 52 MB | NPU
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- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.887 ms | 0 - 53 MB | NPU
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- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.712 ms | 0 - 59 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.611 ms | 0 - 86 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS6490 | 63.536 ms | 6 - 34 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.674 ms | 0 - 60 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.228 ms | 0 - 3 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8775P | 2.621 ms | 0 - 62 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.419 ms | 0 - 11 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.635 ms | 0 - 80 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA7255P | 4.674 ms | 0 - 60 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8295P | 3.352 ms | 0 - 57 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.008 ms | 0 - 63 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 27.248 ms | 6 - 171 MB | NPU
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- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.875 ms | 0 - 66 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of DenseNet-121 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.47.0/densenet121-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DenseNet-121 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/densenet121)**.
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  ## Performance Summary
68
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | DenseNet-121 | ONNX | float | Snapdragon® X Elite | 1.729 ms | 15 - 15 MB | NPU
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+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.075 ms | 0 - 95 MB | NPU
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+ | DenseNet-121 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.527 ms | 0 - 18 MB | NPU
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+ | DenseNet-121 | ONNX | float | Qualcomm® QCS9075 | 2.623 ms | 1 - 3 MB | NPU
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+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.782 ms | 0 - 45 MB | NPU
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+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.679 ms | 0 - 46 MB | NPU
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+ | DenseNet-121 | ONNX | float | Snapdragon® X2 Elite | 0.745 ms | 16 - 16 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® X Elite | 2.59 ms | 25 - 25 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.717 ms | 0 - 103 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS6490 | 251.531 ms | 32 - 35 MB | CPU
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+ | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.341 ms | 0 - 172 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS9075 | 2.946 ms | 0 - 3 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCM6690 | 115.26 ms | 21 - 31 MB | CPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.324 ms | 0 - 77 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 103.638 ms | 30 - 41 MB | CPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.129 ms | 0 - 79 MB | NPU
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+ | DenseNet-121 | ONNX | w8a16 | Snapdragon® X2 Elite | 1.235 ms | 27 - 27 MB | NPU
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+ | DenseNet-121 | ONNX | w8a8 | Snapdragon® X Elite | 28.06 ms | 33 - 33 MB | NPU
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+ | DenseNet-121 | ONNX | w8a8 | Qualcomm® QCS6490 | 111.592 ms | 22 - 29 MB | CPU
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+ | DenseNet-121 | ONNX | w8a8 | Qualcomm® QCS9075 | 33.165 ms | 21 - 24 MB | NPU
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+ | DenseNet-121 | ONNX | w8a8 | Qualcomm® QCM6690 | 51.762 ms | 22 - 37 MB | CPU
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+ | DenseNet-121 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 14.159 ms | 22 - 101 MB | NPU
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+ | DenseNet-121 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 45.988 ms | 11 - 27 MB | CPU
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+ | DenseNet-121 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 18.887 ms | 22 - 100 MB | NPU
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+ | DenseNet-121 | ONNX | w8a8 | Snapdragon® X2 Elite | 18.347 ms | 32 - 32 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Snapdragon® X Elite | 2.011 ms | 1 - 1 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.197 ms | 0 - 79 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.77 ms | 1 - 39 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.783 ms | 0 - 7 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8775P | 2.694 ms | 1 - 43 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS9075 | 2.791 ms | 1 - 3 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.312 ms | 0 - 75 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA7255P | 7.77 ms | 1 - 39 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8295P | 3.03 ms | 1 - 36 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.859 ms | 0 - 39 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.706 ms | 1 - 44 MB | NPU
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+ | DenseNet-121 | QNN_DLC | float | Snapdragon® X2 Elite | 0.968 ms | 1 - 1 MB | NPU
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+ | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.47 ms | 0 - 0 MB | NPU
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+ | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.122 ms | 0 - 89 MB | NPU
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+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.275 ms | 0 - 62 MB | NPU
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+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.123 ms | 0 - 86 MB | NPU
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+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.51 ms | 0 - 65 MB | NPU
112
+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.406 ms | 0 - 2 MB | NPU
113
+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.033 ms | 0 - 88 MB | NPU
114
+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.275 ms | 0 - 62 MB | NPU
115
+ | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.589 ms | 0 - 61 MB | NPU
116
+ | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.754 ms | 0 - 60 MB | NPU
117
+ | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.222 ms | 0 - 72 MB | NPU
118
+ | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.563 ms | 0 - 0 MB | NPU
119
+ | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.638 ms | 0 - 0 MB | NPU
120
+ | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.703 ms | 0 - 77 MB | NPU
121
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.889 ms | 0 - 57 MB | NPU
122
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.366 ms | 0 - 17 MB | NPU
123
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.689 ms | 0 - 58 MB | NPU
124
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.569 ms | 0 - 2 MB | NPU
125
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.934 ms | 0 - 81 MB | NPU
126
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.889 ms | 0 - 57 MB | NPU
127
+ | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.457 ms | 0 - 56 MB | NPU
128
+ | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.044 ms | 0 - 59 MB | NPU
129
+ | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.897 ms | 0 - 64 MB | NPU
130
+ | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.187 ms | 0 - 0 MB | NPU
131
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.205 ms | 0 - 96 MB | NPU
132
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.787 ms | 0 - 55 MB | NPU
133
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.799 ms | 0 - 3 MB | NPU
134
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA8775P | 11.956 ms | 0 - 55 MB | NPU
135
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS9075 | 2.814 ms | 0 - 18 MB | NPU
136
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.329 ms | 0 - 92 MB | NPU
137
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA7255P | 7.787 ms | 0 - 55 MB | NPU
138
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA8295P | 3.065 ms | 0 - 52 MB | NPU
139
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.852 ms | 0 - 59 MB | NPU
140
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.708 ms | 0 - 59 MB | NPU
141
+ | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.586 ms | 0 - 83 MB | NPU
142
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS6490 | 93.643 ms | 6 - 34 MB | NPU
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+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.546 ms | 0 - 58 MB | NPU
144
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.225 ms | 0 - 115 MB | NPU
145
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8775P | 2.604 ms | 0 - 61 MB | NPU
146
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.422 ms | 0 - 11 MB | NPU
147
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.646 ms | 0 - 84 MB | NPU
148
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA7255P | 4.546 ms | 0 - 58 MB | NPU
149
+ | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8295P | 3.306 ms | 0 - 57 MB | NPU
150
+ | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.014 ms | 0 - 62 MB | NPU
151
+ | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.804 ms | 6 - 171 MB | NPU
152
+ | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.861 ms | 0 - 65 MB | NPU
153
 
154
  ## License
155
  * The license for the original implementation of DenseNet-121 can be found