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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +58 -58
  2. release_assets.json +1 -1
README.md CHANGED
@@ -29,11 +29,11 @@ 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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-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/efficientnet_b0/releases/v0.50.1/efficientnet_b0-onnx-w8a16.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/efficientnet_b0/releases/v0.50.1/efficientnet_b0-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/efficientnet_b0/releases/v0.50.1/efficientnet_b0-qnn_dlc-w8a16.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/efficientnet_b0/releases/v0.50.1/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
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@@ -63,59 +63,59 @@ See our repository for [EfficientNet-B0 on GitHub](https://github.com/qualcomm/a
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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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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.546 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® X2 Elite | 1.113 ms | 13 - 13 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® X Elite | 1.444 ms | 13 - 13 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.899 ms | 0 - 65 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.26 ms | 0 - 15 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Qualcomm® QCS9075 | 1.632 ms | 1 - 3 MB | NPU
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- | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.697 ms | 0 - 37 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.555 ms | 0 - 58 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.582 ms | 6 - 6 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X Elite | 1.635 ms | 6 - 6 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.94 ms | 0 - 83 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS6490 | 112.182 ms | 44 - 47 MB | CPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.421 ms | 0 - 9 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS9075 | 1.605 ms | 0 - 3 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 48.881 ms | 42 - 51 MB | CPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.669 ms | 0 - 52 MB | NPU
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- | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 42.214 ms | 43 - 53 MB | CPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.611 ms | 1 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.913 ms | 1 - 1 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.791 ms | 1 - 1 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.084 ms | 0 - 63 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.9 ms | 1 - 38 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.564 ms | 0 - 33 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.047 ms | 1 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.866 ms | 3 - 5 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.602 ms | 0 - 78 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.9 ms | 1 - 38 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.66 ms | 0 - 45 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.818 ms | 0 - 39 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.64 ms | 0 - 48 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.934 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.911 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.149 ms | 0 - 66 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.126 ms | 2 - 4 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.339 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.692 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.981 ms | 0 - 49 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.861 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.518 ms | 0 - 163 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.947 ms | 0 - 67 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.339 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.429 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.793 ms | 0 - 48 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.728 ms | 0 - 47 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.61 ms | 0 - 50 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.075 ms | 0 - 77 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.944 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.567 ms | 0 - 5 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8775P | 2.068 ms | 0 - 49 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS9075 | 1.878 ms | 0 - 16 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.607 ms | 0 - 82 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA7255P | 4.944 ms | 0 - 46 MB | NPU
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- | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8295P | 3.708 ms | 0 - 52 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.822 ms | 0 - 45 MB | NPU
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  ## License
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-onnx-w8a16.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/efficientnet_b0/releases/v0.50.2/efficientnet_b0-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/efficientnet_b0/releases/v0.50.2/efficientnet_b0-qnn_dlc-w8a16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
39
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.548 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® X2 Elite | 0.675 ms | 13 - 13 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® X Elite | 1.457 ms | 13 - 13 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.897 ms | 0 - 65 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.261 ms | 0 - 15 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Qualcomm® QCS9075 | 1.627 ms | 1 - 3 MB | NPU
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+ | EfficientNet-B0 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.696 ms | 0 - 44 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.55 ms | 0 - 58 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.573 ms | 6 - 6 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® X Elite | 1.649 ms | 6 - 6 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.946 ms | 0 - 85 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS6490 | 113.457 ms | 45 - 48 MB | CPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.419 ms | 0 - 126 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCS9075 | 1.612 ms | 0 - 3 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 48.891 ms | 44 - 53 MB | CPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.667 ms | 0 - 51 MB | NPU
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+ | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 42.104 ms | 42 - 52 MB | CPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.61 ms | 1 - 44 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.876 ms | 1 - 1 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.785 ms | 1 - 1 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.082 ms | 0 - 63 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.901 ms | 1 - 38 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.568 ms | 1 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.053 ms | 0 - 42 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.865 ms | 3 - 5 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.617 ms | 0 - 73 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.901 ms | 1 - 38 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.674 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.819 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.643 ms | 0 - 48 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.809 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.9 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.143 ms | 0 - 66 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.063 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.321 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.685 ms | 0 - 81 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.969 ms | 0 - 49 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.855 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.512 ms | 0 - 164 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.95 ms | 0 - 66 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.321 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.44 ms | 0 - 43 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.786 ms | 0 - 44 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.714 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.613 ms | 0 - 50 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.07 ms | 4 - 75 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.902 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.571 ms | 0 - 3 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8775P | 2.071 ms | 0 - 50 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS9075 | 1.877 ms | 0 - 16 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.61 ms | 0 - 87 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA7255P | 4.902 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | TFLITE | float | Qualcomm® SA8295P | 3.685 ms | 0 - 52 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.822 ms | 0 - 45 MB | NPU
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  ## License
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a16":{"universal_assets":{"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-qnn_dlc-w8a16.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-onnx-w8a16.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.1/efficientnet_b0-onnx-float.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.50.2/efficientnet_b0-qnn_dlc-w8a16.zip"}}}}}