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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 -90
  2. release_assets.json +11 -11
README.md CHANGED
@@ -28,12 +28,12 @@ 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/resnet_3d/releases/v0.54.0/resnet_3d-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/resnet_3d/releases/v0.54.0/resnet_3d-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/resnet_3d/releases/v0.54.0/resnet_3d-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/resnet_3d/releases/v0.54.0/resnet_3d-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/resnet_3d/releases/v0.54.0/resnet_3d-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/resnet_3d/releases/v0.54.0/resnet_3d-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_3d)**.
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@@ -63,90 +63,91 @@ See our repository for [ResNet-3D on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.044 ms | 2 - 201 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Mobile | 7.906 ms | 0 - 183 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.056 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.541 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.541 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.603 ms | 0 - 252 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.228 ms | 0 - 102 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.906 ms | 0 - 183 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.586 ms | 2 - 7 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.973 ms | 0 - 174 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 2.761 ms | 0 - 181 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.217 ms | 33 - 33 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.799 ms | 32 - 32 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.799 ms | 32 - 32 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.36 ms | 0 - 248 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 266.814 ms | 56 - 139 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.533 ms | 0 - 3 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 286.736 ms | 61 - 69 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 326.605 ms | 44 - 51 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.707 ms | 0 - 3 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.761 ms | 0 - 181 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 286.736 ms | 61 - 69 MB | CPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.826 ms | 2 - 209 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 7.897 ms | 0 - 214 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.142 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.102 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.102 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.712 ms | 0 - 276 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.364 ms | 0 - 31 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.025 ms | 1 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.025 ms | 1 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.025 ms | 1 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.762 ms | 1 - 212 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.264 ms | 2 - 241 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.428 ms | 0 - 194 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.897 ms | 0 - 214 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 27.286 ms | 2 - 6 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.913 ms | 1 - 66 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.704 ms | 0 - 179 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.524 ms | 1 - 1 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.861 ms | 1 - 1 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.861 ms | 1 - 1 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.382 ms | 0 - 123 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.724 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.577 ms | 1 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.62 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.62 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.62 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.837 ms | 1 - 169 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 92.536 ms | 1 - 185 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.816 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.704 ms | 0 - 179 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.36 ms | 1 - 124 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.938 ms | 1 - 61 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.312 ms | 0 - 58 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.837 ms | 1 - 169 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 187.378 ms | 0 - 222 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Mobile | 193.181 ms | 0 - 225 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 206.359 ms | 0 - 268 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 279.58 ms | 0 - 3 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 561.4 ms | 0 - 220 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 305.078 ms | 1 - 261 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 324.2 ms | 0 - 212 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 193.181 ms | 0 - 225 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 289.01 ms | 0 - 69 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 157.484 ms | 0 - 293 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 134.94 ms | 0 - 377 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 175.83 ms | 0 - 311 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1718.786 ms | 693 - 1058 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 234.558 ms | 0 - 3 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1181.923 ms | 694 - 744 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1473.413 ms | 659 - 814 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 213.286 ms | 0 - 67 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 134.94 ms | 0 - 377 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 254.363 ms | 0 - 309 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.053 ms | 1 - 251 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 260.364 ms | 0 - 251 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1181.923 ms | 694 - 744 MB | NPU
 
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  ## License
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  * The license for the original implementation of ResNet-3D 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/resnet_3d/releases/v0.55.0/resnet_3d-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/resnet_3d/releases/v0.55.0/resnet_3d-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/resnet_3d/releases/v0.55.0/resnet_3d-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/resnet_3d/releases/v0.55.0/resnet_3d-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/resnet_3d/releases/v0.55.0/resnet_3d-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/resnet_3d/releases/v0.55.0/resnet_3d-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_3d)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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+ | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.102 ms | 12 - 406 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® X Elite | 69.454 ms | 170 - 170 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 50.522 ms | 12 - 624 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 68.545 ms | 0 - 85 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.592 ms | 1 - 384 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 129.624 ms | 11 - 68 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS8750 | 41.592 ms | 1 - 384 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS7181 | 69.454 ms | 170 - 170 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 10.153 ms | 3 - 291 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 11.391 ms | 209 - 209 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 22.495 ms | 179 - 179 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 16.798 ms | 3 - 427 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 1297.538 ms | 168 - 243 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 22.293 ms | 3 - 71 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1482.241 ms | 64 - 71 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 1581.396 ms | 54 - 61 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 15.003 ms | 0 - 288 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 22.024 ms | 3 - 48 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS7790 | 1482.241 ms | 64 - 71 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8750 | 15.003 ms | 0 - 288 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS7181 | 22.495 ms | 179 - 179 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.02 ms | 12 - 401 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 36.466 ms | 12 - 12 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 70.666 ms | 12 - 12 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 51.057 ms | 12 - 599 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 | 467.94 ms | 1 - 396 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 68.8 ms | 12 - 14 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 123.865 ms | 0 - 395 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8650P | 123.865 ms | 0 - 395 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8255P | 123.865 ms | 0 - 395 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 134.581 ms | 8 - 501 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 133.01 ms | 0 - 317 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.947 ms | 10 - 399 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 467.94 ms | 1 - 396 MB | NPU
100
+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 130.73 ms | 13 - 27 MB | NPU
101
+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8750 | 41.947 ms | 10 - 399 MB | NPU
102
+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS7181 | 70.666 ms | 12 - 12 MB | NPU
103
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 10.631 ms | 3 - 295 MB | NPU
104
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 12.276 ms | 3 - 3 MB | NPU
105
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 23.422 ms | 3 - 3 MB | NPU
106
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 17.08 ms | 3 - 409 MB | NPU
107
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 102.251 ms | 2 - 7 MB | NPU
108
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 75.887 ms | 3 - 283 MB | NPU
109
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 22.739 ms | 3 - 6 MB | NPU
110
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 21.847 ms | 3 - 284 MB | NPU
111
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8650P | 21.847 ms | 3 - 284 MB | NPU
112
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8255P | 21.847 ms | 3 - 284 MB | NPU
113
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 75.887 ms | 3 - 283 MB | NPU
114
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 43.335 ms | 3 - 301 MB | NPU
115
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 39.779 ms | 0 - 280 MB | NPU
116
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 453.961 ms | 3 - 358 MB | NPU
117
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 15.619 ms | 3 - 290 MB | NPU
118
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 22.439 ms | 2 - 7 MB | NPU
119
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 36.485 ms | 3 - 410 MB | NPU
120
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 43.335 ms | 3 - 301 MB | NPU
121
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 15.619 ms | 3 - 290 MB | NPU
122
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 23.422 ms | 3 - 3 MB | NPU
123
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 895.502 ms | 0 - 463 MB | NPU
124
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1136.629 ms | 0 - 647 MB | NPU
125
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1476.595 ms | 0 - 95 MB | NPU
126
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 1479.959 ms | 1 - 476 MB | NPU
127
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8650P | 1479.959 ms | 1 - 476 MB | NPU
128
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8255P | 1479.959 ms | 1 - 476 MB | NPU
129
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1645.363 ms | 0 - 602 MB | NPU
130
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 1736.112 ms | 0 - 455 MB | NPU
131
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 965.516 ms | 0 - 470 MB | NPU
132
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 1457.224 ms | 0 - 82 MB | NPU
133
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8750 | 965.516 ms | 0 - 470 MB | NPU
134
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 818.797 ms | 0 - 916 MB | NPU
135
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 950.813 ms | 0 - 1003 MB | NPU
136
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 10336.472 ms | 3462 - 5278 MB | NPU
137
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 | 2553.072 ms | 1 - 818 MB | NPU
138
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1254.704 ms | 0 - 4 MB | NPU
139
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 1257.932 ms | 0 - 819 MB | NPU
140
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8650P | 1257.932 ms | 0 - 819 MB | NPU
141
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8255P | 1257.932 ms | 0 - 819 MB | NPU
142
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 2553.072 ms | 1 - 818 MB | NPU
143
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 343377.863 ms | 919 - 1200 MB | NPU
144
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 1343.007 ms | 1 - 685 MB | NPU
145
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 378500.381 ms | 905 - 1116 MB | NPU
146
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 646.203 ms | 1 - 723 MB | NPU
147
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 1115.378 ms | 0 - 74 MB | NPU
148
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1431.716 ms | 0 - 867 MB | NPU
149
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS7790 | 343377.863 ms | 919 - 1200 MB | NPU
150
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8750 | 646.203 ms | 1 - 723 MB | NPU
151
 
152
  ## License
153
  * The license for the original implementation of ResNet-3D can be found
release_assets.json CHANGED
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