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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +91 -87
  2. release_assets.json +11 -11
README.md CHANGED
@@ -29,12 +29,12 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.54.0/resnet18-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
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@@ -64,90 +64,94 @@ See our repository for [ResNet18 on GitHub](https://github.com/qualcomm/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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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.553 ms | 0 - 25 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite Mobile | 0.632 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.516 ms | 23 - 23 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.78 ms | 0 - 35 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.062 ms | 0 - 35 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.632 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.795 ms | 1 - 3 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.347 ms | 0 - 26 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.354 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.278 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.622 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.622 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.424 ms | 0 - 48 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.676 ms | 7 - 23 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.557 ms | 0 - 9 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.671 ms | 6 - 13 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.336 ms | 6 - 13 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.643 ms | 0 - 3 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.354 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.671 ms | 6 - 13 MB | CPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.588 ms | 1 - 26 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.706 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.656 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.438 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.438 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.906 ms | 0 - 35 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.318 ms | 1 - 2 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.938 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.938 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.938 ms | 0 - 25 MB | NPU
 
 
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  | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.86 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.444 ms | 0 - 34 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.326 ms | 0 - 20 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.706 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.084 ms | 1 - 3 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.265 ms | 0 - 26 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.304 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.318 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.626 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.626 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.413 ms | 0 - 47 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.807 ms | 2 - 4 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.544 ms | 0 - 4 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.718 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.718 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.718 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.675 ms | 0 - 31 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.231 ms | 0 - 32 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.618 ms | 0 - 2 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.304 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.737 ms | 0 - 49 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.309 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.944 ms | 0 - 22 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.675 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.589 ms | 0 - 30 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.704 ms | 0 - 30 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.924 ms | 0 - 56 MB | NPU
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  | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.32 ms | 0 - 2 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.853 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.467 ms | 0 - 60 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.281 ms | 0 - 22 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.704 ms | 0 - 30 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.043 ms | 0 - 25 MB | NPU
 
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  | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.228 ms | 0 - 26 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.248 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.295 ms | 0 - 48 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.467 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.385 ms | 0 - 80 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.548 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.799 ms | 0 - 32 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.473 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.248 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.609 ms | 0 - 47 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.019 ms | 0 - 24 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.748 ms | 0 - 22 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.548 ms | 0 - 31 MB | NPU
 
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  ## License
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  * The license for the original implementation of ResNet18 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.55.0/resnet18-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.552 ms | 0 - 26 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.513 ms | 211 - 211 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.048 ms | 149 - 149 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.774 ms | 0 - 41 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.072 ms | 0 - 151 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.629 ms | 0 - 21 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.802 ms | 1 - 46 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS8750 | 0.629 ms | 0 - 21 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS7181 | 1.048 ms | 149 - 149 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.337 ms | 0 - 29 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.267 ms | 212 - 212 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.505 ms | 149 - 149 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.418 ms | 0 - 54 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.521 ms | 6 - 20 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.558 ms | 0 - 27 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.674 ms | 8 - 15 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.406 ms | 6 - 12 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.364 ms | 0 - 29 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.649 ms | 0 - 45 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS7790 | 8.674 ms | 8 - 15 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.364 ms | 0 - 29 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.505 ms | 149 - 149 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.59 ms | 1 - 27 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.665 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.47 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.907 ms | 0 - 35 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 | 5.86 ms | 1 - 24 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.325 ms | 1 - 50 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.927 ms | 1 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8650P | 1.927 ms | 1 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8255P | 1.927 ms | 1 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.434 ms | 0 - 38 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.305 ms | 0 - 20 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.718 ms | 0 - 27 MB | NPU
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  | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.86 ms | 1 - 24 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.065 ms | 1 - 3 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8750 | 0.718 ms | 0 - 27 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS7181 | 1.47 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.269 ms | 0 - 27 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.331 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.603 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.411 ms | 0 - 47 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.816 ms | 2 - 4 MB | NPU
110
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.321 ms | 0 - 24 MB | NPU
111
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.545 ms | 0 - 2 MB | NPU
112
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.712 ms | 0 - 26 MB | NPU
113
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.712 ms | 0 - 26 MB | NPU
114
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.712 ms | 0 - 26 MB | NPU
115
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.321 ms | 0 - 24 MB | NPU
116
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.68 ms | 0 - 32 MB | NPU
117
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.969 ms | 0 - 22 MB | NPU
118
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.233 ms | 0 - 33 MB | NPU
119
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.31 ms | 0 - 27 MB | NPU
120
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.617 ms | 2 - 4 MB | NPU
121
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.758 ms | 0 - 49 MB | NPU
122
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.68 ms | 0 - 32 MB | NPU
123
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.31 ms | 0 - 27 MB | NPU
124
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.603 ms | 0 - 0 MB | NPU
125
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.587 ms | 0 - 30 MB | NPU
126
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.916 ms | 0 - 55 MB | NPU
127
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8275 | 5.842 ms | 0 - 26 MB | NPU
128
  | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.32 ms | 0 - 2 MB | NPU
129
+ | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.916 ms | 0 - 29 MB | NPU
130
+ | ResNet18 | TFLITE | float | Qualcomm® SA8650P | 1.916 ms | 0 - 29 MB | NPU
131
+ | ResNet18 | TFLITE | float | Qualcomm® SA8255P | 1.916 ms | 0 - 29 MB | NPU
132
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.458 ms | 0 - 59 MB | NPU
133
+ | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.279 ms | 0 - 22 MB | NPU
134
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.704 ms | 0 - 31 MB | NPU
135
+ | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.842 ms | 0 - 26 MB | NPU
136
+ | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.04 ms | 0 - 25 MB | NPU
137
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8750 | 0.704 ms | 0 - 31 MB | NPU
138
  | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.228 ms | 0 - 26 MB | NPU
139
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.293 ms | 0 - 47 MB | NPU
140
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.497 ms | 0 - 13 MB | NPU
141
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.025 ms | 0 - 23 MB | NPU
142
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.386 ms | 0 - 72 MB | NPU
143
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.558 ms | 0 - 25 MB | NPU
144
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.558 ms | 0 - 25 MB | NPU
145
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.558 ms | 0 - 25 MB | NPU
146
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.025 ms | 0 - 23 MB | NPU
147
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.551 ms | 0 - 31 MB | NPU
148
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.763 ms | 0 - 22 MB | NPU
149
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.797 ms | 0 - 31 MB | NPU
150
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.246 ms | 0 - 22 MB | NPU
151
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.466 ms | 0 - 13 MB | NPU
152
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.608 ms | 0 - 48 MB | NPU
153
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.551 ms | 0 - 31 MB | NPU
154
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.246 ms | 0 - 22 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of ResNet18 can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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