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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +93 -72
  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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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@@ -63,73 +63,94 @@ 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
  |---|---|---|---|---|---|---
66
- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.043 ms | 2 - 201 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X2 Elite | 7.026 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® X Elite | 13.522 ms | 63 - 63 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.662 ms | 1 - 254 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.243 ms | 0 - 80 MB | NPU
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- | ResNet-3D | ONNX | float | Qualcomm® QCS9075 | 25.92 ms | 2 - 7 MB | NPU
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- | ResNet-3D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.905 ms | 0 - 182 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.975 ms | 0 - 175 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.225 ms | 33 - 33 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® X Elite | 4.785 ms | 32 - 32 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.346 ms | 0 - 245 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS6490 | 272.474 ms | 56 - 138 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.537 ms | 1 - 4 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.714 ms | 0 - 3 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Qualcomm® QCM6690 | 328.859 ms | 55 - 62 MB | CPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.74 ms | 0 - 174 MB | NPU
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- | ResNet-3D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 283.13 ms | 66 - 74 MB | CPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.826 ms | 2 - 210 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.091 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.099 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.734 ms | 0 - 274 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.794 ms | 1 - 212 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.37 ms | 2 - 4 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.026 ms | 2 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 27.556 ms | 2 - 6 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.063 ms | 2 - 241 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.794 ms | 1 - 212 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.399 ms | 0 - 193 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.904 ms | 0 - 214 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.913 ms | 0 - 65 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 | 4.874 ms | 1 - 1 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
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  | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.384 ms | 0 - 122 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.65 ms | 3 - 5 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.94 ms | 1 - 61 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.57 ms | 1 - 136 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.601 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.81 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 92.192 ms | 1 - 186 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.836 ms | 1 - 124 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.94 ms | 1 - 61 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.315 ms | 0 - 58 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.687 ms | 1 - 180 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.827 ms | 1 - 173 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 187.53 ms | 0 - 222 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 208.494 ms | 0 - 269 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 561.036 ms | 0 - 221 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 278.138 ms | 0 - 2 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 299.254 ms | 0 - 213 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 285.288 ms | 0 - 69 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 305.95 ms | 0 - 260 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 561.036 ms | 0 - 221 MB | NPU
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- | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 327.473 ms | 0 - 213 MB | NPU
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- | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 193.817 ms | 0 - 219 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 159.263 ms | 0 - 293 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 178.246 ms | 0 - 313 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1745.069 ms | 695 - 1060 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 493.699 ms | 0 - 250 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 229.649 ms | 0 - 3 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.541 ms | 0 - 297 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 211.159 ms | 0 - 67 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1472.84 ms | 657 - 812 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 253.006 ms | 0 - 308 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.699 ms | 0 - 250 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 261.745 ms | 0 - 251 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 134.065 ms | 0 - 384 MB | NPU
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- | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1171.783 ms | 672 - 726 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 |
30
  |---|---|---|---|---|
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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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/resnet_3d-tflite-w8a8.zip)
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38
  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
  |---|---|---|---|---|---|---
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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 | Qualcomm® QCS9075 | 25.586 ms | 2 - 7 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 | 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 | Qualcomm® QCS9075 | 4.707 ms | 0 - 3 MB | NPU
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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 | 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 | 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 | 5.828 ms | 2 - 209 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 7.887 ms | 2 - 218 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.189 ms | 2 - 2 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.131 ms | 2 - 2 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.131 ms | 2 - 2 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.718 ms | 0 - 275 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.783 ms | 1 - 211 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.368 ms | 2 - 5 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.03 ms | 1 - 197 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.03 ms | 1 - 197 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 24.03 ms | 1 - 197 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 27.638 ms | 2 - 6 MB | NPU
100
+ | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.172 ms | 0 - 238 MB | NPU
101
+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.783 ms | 1 - 211 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.392 ms | 0 - 194 MB | NPU
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+ | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.887 ms | 2 - 218 MB | NPU
104
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.912 ms | 1 - 66 MB | NPU
105
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.688 ms | 0 - 180 MB | NPU
106
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.481 ms | 1 - 1 MB | NPU
107
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.863 ms | 1 - 1 MB | NPU
108
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.863 ms | 1 - 1 MB | NPU
109
  | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.384 ms | 0 - 122 MB | NPU
110
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.715 ms | 1 - 3 MB | NPU
111
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.928 ms | 1 - 61 MB | NPU
112
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.545 ms | 1 - 2 MB | NPU
113
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.605 ms | 1 - 61 MB | NPU
114
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.605 ms | 1 - 61 MB | NPU
115
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.605 ms | 1 - 61 MB | NPU
116
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.81 ms | 3 - 5 MB | NPU
117
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 90.756 ms | 1 - 186 MB | NPU
118
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.795 ms | 1 - 124 MB | NPU
119
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.928 ms | 1 - 61 MB | NPU
120
+ | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.304 ms | 0 - 58 MB | NPU
121
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.688 ms | 0 - 180 MB | NPU
122
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.819 ms | 1 - 173 MB | NPU
123
+ | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.819 ms | 1 - 173 MB | NPU
124
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 187.378 ms | 0 - 222 MB | NPU
125
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite Mobile | 193.181 ms | 0 - 225 MB | NPU
126
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 206.359 ms | 0 - 268 MB | NPU
127
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 561.4 ms | 0 - 220 MB | NPU
128
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 279.58 ms | 0 - 3 MB | NPU
129
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
130
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
131
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8775P | 297.364 ms | 0 - 212 MB | NPU
132
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS9075 | 289.01 ms | 0 - 69 MB | NPU
133
+ | ResNet-3D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 305.078 ms | 1 - 261 MB | NPU
134
+ | ResNet-3D | TFLITE | float | Qualcomm® SA7255P | 561.4 ms | 0 - 220 MB | NPU
135
+ | ResNet-3D | TFLITE | float | Qualcomm® SA8295P | 324.2 ms | 0 - 212 MB | NPU
136
+ | ResNet-3D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 193.181 ms | 0 - 225 MB | NPU
137
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 157.484 ms | 0 - 293 MB | NPU
138
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 134.94 ms | 0 - 377 MB | NPU
139
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 175.83 ms | 0 - 311 MB | NPU
140
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1718.786 ms | 693 - 1058 MB | NPU
141
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 493.053 ms | 1 - 251 MB | NPU
142
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 234.558 ms | 0 - 3 MB | NPU
143
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
144
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
145
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8775P | 247.169 ms | 0 - 297 MB | NPU
146
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS9075 | 213.286 ms | 0 - 67 MB | NPU
147
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1473.413 ms | 659 - 814 MB | NPU
148
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 254.363 ms | 0 - 309 MB | NPU
149
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA7255P | 493.053 ms | 1 - 251 MB | NPU
150
+ | ResNet-3D | TFLITE | w8a8 | Qualcomm® SA8295P | 260.364 ms | 0 - 251 MB | NPU
151
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 134.94 ms | 0 - 377 MB | NPU
152
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1181.923 ms | 694 - 744 MB | NPU
153
+ | ResNet-3D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1181.923 ms | 694 - 744 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of ResNet-3D can be found
release_assets.json CHANGED
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