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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 +71 -70
  2. release_assets.json +1 -1
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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.1/resnet_3d-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/resnet_3d/releases/v0.50.1/resnet_3d-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/resnet_3d/releases/v0.50.1/resnet_3d-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/resnet_3d/releases/v0.50.1/resnet_3d-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/resnet_3d/releases/v0.50.1/resnet_3d-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/resnet_3d/releases/v0.50.1/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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@@ -63,72 +63,73 @@ 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
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  |---|---|---|---|---|---|---
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.043 ms | 2 - 200 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.053 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.558 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.618 ms | 0 - 252 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.194 ms | 0 - 99 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.981 ms | 2 - 7 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.889 ms | 0 - 182 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® X2 Elite | 2.219 ms | 33 - 33 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.774 ms | 32 - 32 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.323 ms | 0 - 248 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 269.713 ms | 56 - 138 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.505 ms | 0 - 3 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.705 ms | 0 - 3 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 329.388 ms | 30 - 36 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.723 ms | 0 - 176 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 285.412 ms | 79 - 86 MB | CPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.657 ms | 2 - 209 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.08 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.072 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.795 ms | 0 - 283 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.626 ms | 1 - 213 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.337 ms | 2 - 4 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 110.275 ms | 1 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 26.881 ms | 2 - 6 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.255 ms | 0 - 245 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.626 ms | 1 - 213 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.353 ms | 0 - 195 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.833 ms | 2 - 217 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.894 ms | 0 - 64 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.462 ms | 1 - 1 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.859 ms | 1 - 1 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.387 ms | 0 - 125 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.838 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.862 ms | 1 - 60 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.516 ms | 1 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.607 ms | 1 - 60 MB | NPU
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  | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.836 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 92.315 ms | 1 - 184 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.864 ms | 1 - 126 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.862 ms | 1 - 60 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.274 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.657 ms | 0 - 179 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.782 ms | 1 - 171 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 185.721 ms | 0 - 220 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 206.352 ms | 0 - 280 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 555.868 ms | 0 - 219 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 312.04 ms | 0 - 3 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 277.909 ms | 0 - 220 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 297.687 ms | 0 - 69 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 301.954 ms | 0 - 276 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 555.868 ms | 0 - 219 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 336.411 ms | 0 - 214 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 204.723 ms | 0 - 223 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 168.686 ms | 0 - 301 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 179.08 ms | 0 - 323 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 493.289 ms | 0 - 252 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 242.365 ms | 0 - 3 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 246.015 ms | 0 - 280 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 208.745 ms | 0 - 67 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1452.863 ms | 659 - 813 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 267.43 ms | 0 - 358 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.289 ms | 0 - 252 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 256.046 ms | 0 - 253 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 136.261 ms | 0 - 258 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1175.915 ms | 660 - 721 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.50.2/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/v0.50.2/resnet_3d-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/resnet_3d/releases/v0.50.2/resnet_3d-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/resnet_3d/releases/v0.50.2/resnet_3d-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/resnet_3d/releases/v0.50.2/resnet_3d-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/resnet_3d/releases/v0.50.2/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
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.04 ms | 2 - 201 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.065 ms | 64 - 64 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.524 ms | 63 - 63 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.632 ms | 0 - 255 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.194 ms | 0 - 80 MB | NPU
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+ | ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.967 ms | 2 - 7 MB | NPU
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+ | ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.903 ms | 1 - 183 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.969 ms | 0 - 174 MB | NPU
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  | ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.219 ms | 33 - 33 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.786 ms | 32 - 32 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.335 ms | 0 - 247 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 267.778 ms | 56 - 137 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.503 ms | 1 - 3 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.737 ms | 0 - 3 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 328.54 ms | 43 - 49 MB | CPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.76 ms | 0 - 183 MB | NPU
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+ | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 277.251 ms | 59 - 67 MB | CPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.656 ms | 2 - 209 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.137 ms | 2 - 2 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.11 ms | 2 - 2 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.784 ms | 0 - 284 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.631 ms | 0 - 212 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.323 ms | 2 - 4 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.044 ms | 1 - 198 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 26.862 ms | 2 - 6 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.113 ms | 0 - 244 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.631 ms | 0 - 212 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.388 ms | 0 - 194 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.826 ms | 2 - 218 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.891 ms | 1 - 64 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.47 ms | 1 - 1 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.858 ms | 1 - 1 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.388 ms | 0 - 122 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.649 ms | 1 - 3 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.868 ms | 1 - 60 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.538 ms | 1 - 136 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.631 ms | 1 - 60 MB | NPU
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  | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.836 ms | 1 - 3 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 91.01 ms | 1 - 184 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.227 ms | 0 - 124 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.868 ms | 1 - 60 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.284 ms | 0 - 56 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.671 ms | 0 - 178 MB | NPU
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+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.782 ms | 1 - 169 MB | NPU
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+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 184.963 ms | 0 - 218 MB | NPU
111
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 210.506 ms | 0 - 277 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 555.933 ms | 0 - 219 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 304.52 ms | 0 - 2 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 277.219 ms | 0 - 219 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 299.951 ms | 0 - 69 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 304.922 ms | 1 - 276 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 555.933 ms | 0 - 219 MB | NPU
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+ | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 335.242 ms | 0 - 213 MB | NPU
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+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 202.33 ms | 0 - 219 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 166.104 ms | 0 - 303 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 192.525 ms | 0 - 323 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1743.476 ms | 695 - 1060 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 493.092 ms | 0 - 252 MB | NPU
124
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 243.227 ms | 0 - 2 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 246.162 ms | 0 - 281 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 211.203 ms | 0 - 67 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1455.678 ms | 660 - 817 MB | NPU
128
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 267.093 ms | 0 - 321 MB | NPU
129
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.092 ms | 0 - 252 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 256.386 ms | 0 - 253 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 135.925 ms | 0 - 252 MB | NPU
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+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1164.19 ms | 661 - 722 MB | NPU
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  ## License
135
  * The license for the original implementation of ResNet-3D can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
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1
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