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ResNet18

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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 +73 -73
  2. release_assets.json +1 -1
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.50.1/resnet18-onnx-float.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/resnet18/releases/v0.50.1/resnet18-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/resnet18/releases/v0.50.1/resnet18-qnn_dlc-float.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/resnet18/releases/v0.50.1/resnet18-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/resnet18/releases/v0.50.1/resnet18-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/resnet18/releases/v0.50.1/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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@@ -64,73 +64,73 @@ 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 | 0.556 ms | 0 - 25 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.517 ms | 23 - 23 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.165 ms | 22 - 22 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.778 ms | 0 - 39 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.065 ms | 0 - 25 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.799 ms | 1 - 3 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.628 ms | 0 - 20 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® X2 Elite | 0.33 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.659 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.414 ms | 0 - 49 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.69 ms | 7 - 23 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.556 ms | 0 - 9 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.654 ms | 0 - 3 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.308 ms | 6 - 13 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.366 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.702 ms | 8 - 15 MB | CPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.589 ms | 1 - 27 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.679 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.448 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.91 ms | 0 - 35 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.827 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.33 ms | 1 - 114 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.98 ms | 1 - 27 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.06 ms | 1 - 3 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.441 ms | 0 - 37 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.827 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.316 ms | 0 - 19 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.698 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.263 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.308 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.621 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.388 ms | 0 - 47 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.814 ms | 2 - 4 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.272 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.525 ms | 0 - 2 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.702 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.623 ms | 0 - 2 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.226 ms | 0 - 31 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.744 ms | 0 - 49 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.272 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.915 ms | 0 - 21 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.29 ms | 0 - 22 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.684 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.588 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.915 ms | 0 - 62 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.722 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.34 ms | 0 - 93 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.948 ms | 0 - 30 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.037 ms | 0 - 25 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.468 ms | 0 - 63 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.722 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.273 ms | 0 - 22 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.707 ms | 0 - 26 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 Gen 3 Mobile | 0.289 ms | 0 - 47 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.536 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.01 ms | 0 - 23 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.385 ms | 0 - 1 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 2.032 ms | 0 - 24 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.478 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.803 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.599 ms | 0 - 49 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.01 ms | 0 - 23 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.752 ms | 0 - 20 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.24 ms | 0 - 26 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.55 ms | 0 - 30 MB | NPU
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  ## License
136
  * 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.50.2/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/v0.50.2/resnet18-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/resnet18/releases/v0.50.2/resnet18-qnn_dlc-float.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/resnet18/releases/v0.50.2/resnet18-qnn_dlc-w8a8.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/resnet18/releases/v0.50.2/resnet18-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.50.2/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
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.557 ms | 0 - 26 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.533 ms | 23 - 23 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.175 ms | 22 - 22 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.773 ms | 0 - 34 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.068 ms | 0 - 25 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.796 ms | 1 - 3 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.626 ms | 0 - 20 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.339 ms | 0 - 26 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.309 ms | 11 - 11 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.642 ms | 11 - 11 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.403 ms | 0 - 49 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.652 ms | 7 - 22 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.558 ms | 0 - 2 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.64 ms | 0 - 3 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.409 ms | 8 - 15 MB | CPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.357 ms | 0 - 22 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.675 ms | 6 - 13 MB | CPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.587 ms | 1 - 28 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.693 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.454 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.906 ms | 0 - 38 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.801 ms | 1 - 24 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.327 ms | 1 - 103 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.95 ms | 0 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.066 ms | 3 - 5 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.445 ms | 0 - 34 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.801 ms | 1 - 24 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.305 ms | 0 - 19 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.701 ms | 0 - 23 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.265 ms | 0 - 25 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.311 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.623 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.391 ms | 0 - 48 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.817 ms | 0 - 2 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.274 ms | 0 - 23 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.512 ms | 0 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.7 ms | 0 - 25 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.626 ms | 0 - 2 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.227 ms | 0 - 31 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.741 ms | 0 - 48 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.274 ms | 0 - 23 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.897 ms | 0 - 21 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.294 ms | 0 - 22 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.685 ms | 0 - 31 MB | NPU
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+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.585 ms | 0 - 30 MB | NPU
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+ | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.91 ms | 0 - 61 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.751 ms | 0 - 28 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.338 ms | 0 - 8 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.947 ms | 0 - 30 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.035 ms | 0 - 25 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.47 ms | 0 - 61 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.751 ms | 0 - 28 MB | NPU
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+ | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.276 ms | 0 - 22 MB | NPU
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+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.703 ms | 0 - 26 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.218 ms | 0 - 26 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.299 ms | 0 - 47 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.528 ms | 0 - 13 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.012 ms | 0 - 23 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.385 ms | 0 - 14 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.572 ms | 0 - 25 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.48 ms | 0 - 13 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.794 ms | 0 - 31 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.611 ms | 0 - 49 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.012 ms | 0 - 23 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.742 ms | 0 - 21 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.237 ms | 0 - 26 MB | NPU
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+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.55 ms | 0 - 31 MB | NPU
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135
  ## License
136
  * The license for the original implementation of ResNet18 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"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/resnet18/releases/v0.50.1/resnet18-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/resnet18/releases/v0.50.1/resnet18-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/resnet18/releases/v0.50.1/resnet18-onnx-float.zip"}}},"w8a8":{"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/resnet18/releases/v0.50.1/resnet18-tflite-w8a8.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/resnet18/releases/v0.50.1/resnet18-qnn_dlc-w8a8.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/resnet18/releases/v0.50.1/resnet18-onnx-w8a8.zip"}}}}}
 
1
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