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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 +92 -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_2plus1d/releases/v0.54.0/resnet_2plus1d-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_2plus1d/releases/v0.54.0/resnet_2plus1d-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_2plus1d/releases/v0.54.0/resnet_2plus1d-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_2plus1d/releases/v0.54.0/resnet_2plus1d-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_2plus1d/releases/v0.54.0/resnet_2plus1d-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_2plus1d/releases/v0.54.0/resnet_2plus1d-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet-2Plus1D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_2plus1d)**.
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@@ -63,90 +63,92 @@ See our repository for [ResNet-2Plus1D on GitHub](https://github.com/qualcomm/ai
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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-2Plus1D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.523 ms | 2 - 214 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® 8 Elite Mobile | 7.215 ms | 0 - 209 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® X2 Elite | 6.145 ms | 60 - 60 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® X Elite | 12.211 ms | 60 - 60 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® X Elite | 12.211 ms | 60 - 60 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.079 ms | 2 - 299 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 12.028 ms | 2 - 5 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.215 ms | 0 - 209 MB | NPU
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- | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS9075 | 21.357 ms | 2 - 7 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.923 ms | 0 - 191 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 2.628 ms | 0 - 189 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® X2 Elite | 2.039 ms | 31 - 31 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® X Elite | 4.546 ms | 31 - 31 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® X Elite | 4.546 ms | 31 - 31 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.267 ms | 0 - 224 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS6490 | 317.614 ms | 97 - 127 MB | CPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.274 ms | 0 - 227 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 269.891 ms | 67 - 75 MB | CPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCM6690 | 301.447 ms | 100 - 108 MB | CPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS9075 | 4.11 ms | 1 - 3 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.628 ms | 0 - 189 MB | NPU
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- | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 269.891 ms | 67 - 75 MB | CPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.638 ms | 2 - 227 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 7.174 ms | 0 - 217 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® X2 Elite | 6.667 ms | 2 - 2 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® X Elite | 12.837 ms | 2 - 2 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® X Elite | 12.837 ms | 2 - 2 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.255 ms | 0 - 291 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 12.631 ms | 2 - 35 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8775P | 21.26 ms | 1 - 215 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8775P | 21.26 ms | 1 - 215 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8775P | 21.26 ms | 1 - 215 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA7255P | 81.883 ms | 1 - 214 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.576 ms | 0 - 268 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8295P | 22.757 ms | 0 - 197 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.174 ms | 0 - 217 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS9075 | 22.713 ms | 4 - 8 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.845 ms | 1 - 184 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.586 ms | 1 - 180 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.315 ms | 1 - 1 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.909 ms | 1 - 1 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.909 ms | 1 - 1 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.344 ms | 0 - 219 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.779 ms | 3 - 5 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.576 ms | 1 - 3 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.677 ms | 1 - 186 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.677 ms | 1 - 186 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.677 ms | 1 - 186 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.888 ms | 1 - 189 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 80.43 ms | 1 - 198 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.759 ms | 3 - 5 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.586 ms | 1 - 180 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 7.511 ms | 0 - 217 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 13.349 ms | 1 - 182 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.861 ms | 1 - 181 MB | NPU
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- | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.888 ms | 1 - 189 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 257.361 ms | 0 - 247 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Elite Mobile | 256.547 ms | 0 - 242 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 294.591 ms | 0 - 305 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 374.47 ms | 0 - 2 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8775P | 392.912 ms | 0 - 235 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8775P | 392.912 ms | 0 - 235 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8775P | 392.912 ms | 0 - 235 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA7255P | 714.781 ms | 0 - 237 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 429.829 ms | 0 - 301 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8295P | 453.705 ms | 0 - 228 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 256.547 ms | 0 - 242 MB | NPU
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- | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS9075 | 390.284 ms | 0 - 66 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 643.395 ms | 0 - 454 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 507.9 ms | 0 - 546 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 586.817 ms | 0 - 516 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS6490 | 1781.787 ms | 267 - 428 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 751.095 ms | 0 - 3 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8775P | 799.258 ms | 0 - 440 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8775P | 799.258 ms | 0 - 440 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8775P | 799.258 ms | 0 - 440 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1215.928 ms | 295 - 365 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCM6690 | 1602.624 ms | 296 - 458 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS9075 | 573.098 ms | 0 - 65 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 507.9 ms | 0 - 546 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 866.104 ms | 0 - 463 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA7255P | 1517.615 ms | 0 - 438 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8295P | 871.702 ms | 0 - 435 MB | NPU
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- | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1215.928 ms | 295 - 365 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of ResNet-2Plus1D 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_2plus1d/releases/v0.55.0/resnet_2plus1d-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_2plus1d/releases/v0.55.0/resnet_2plus1d-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_2plus1d/releases/v0.55.0/resnet_2plus1d-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_2plus1d/releases/v0.55.0/resnet_2plus1d-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_2plus1d/releases/v0.55.0/resnet_2plus1d-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_2plus1d/releases/v0.55.0/resnet_2plus1d-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet-2Plus1D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_2plus1d)**.
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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-2Plus1D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 33.515 ms | 12 - 538 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Snapdragon® X2 Elite | 34.135 ms | 169 - 169 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Snapdragon® X Elite | 66.161 ms | 169 - 169 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 52.951 ms | 12 - 787 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 68.26 ms | 12 - 131 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.863 ms | 2 - 514 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS9075 | 110.494 ms | 11 - 68 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS8750 | 41.863 ms | 2 - 514 MB | NPU
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+ | ResNet-2Plus1D | ONNX | float | Qualcomm® QCS7181 | 66.161 ms | 169 - 169 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 11.874 ms | 3 - 378 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® X2 Elite | 12.181 ms | 209 - 209 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® X Elite | 25.038 ms | 179 - 179 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 19.592 ms | 3 - 481 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS6490 | 1485.723 ms | 330 - 358 MB | CPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 25.113 ms | 0 - 53 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1397.974 ms | 180 - 187 MB | CPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCM6690 | 1469.052 ms | 317 - 325 MB | CPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 15.91 ms | 0 - 368 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS9075 | 23.251 ms | 3 - 48 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS7790 | 1397.974 ms | 180 - 187 MB | CPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS8750 | 15.91 ms | 0 - 368 MB | NPU
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+ | ResNet-2Plus1D | ONNX | w8a8 | Qualcomm® QCS7181 | 25.038 ms | 179 - 179 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 29.373 ms | 0 - 493 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® X2 Elite | 34.398 ms | 12 - 12 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® X Elite | 66.836 ms | 12 - 12 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 51.98 ms | 8 - 715 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8275 | 424.819 ms | 1 - 493 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 69.925 ms | 12 - 817 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8775P | 111.024 ms | 1 - 490 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8650P | 111.024 ms | 1 - 490 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8255P | 111.024 ms | 1 - 490 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 153.146 ms | 3 - 595 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA8295P | 118.455 ms | 0 - 398 MB | NPU
99
+ | ResNet-2Plus1D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.774 ms | 12 - 499 MB | NPU
100
+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® SA7255P | 424.819 ms | 1 - 493 MB | NPU
101
+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS9075 | 111.854 ms | 12 - 25 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS8750 | 41.774 ms | 12 - 499 MB | NPU
103
+ | ResNet-2Plus1D | QNN_DLC | float | Qualcomm® QCS7181 | 66.836 ms | 12 - 12 MB | NPU
104
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 13.12 ms | 3 - 383 MB | NPU
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+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 13.433 ms | 3 - 3 MB | NPU
106
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.994 ms | 3 - 3 MB | NPU
107
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.099 ms | 3 - 466 MB | NPU
108
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 87.688 ms | 3 - 7 MB | NPU
109
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 75.301 ms | 2 - 372 MB | NPU
110
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 27.766 ms | 3 - 6 MB | NPU
111
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 24.455 ms | 3 - 371 MB | NPU
112
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8650P | 24.455 ms | 3 - 371 MB | NPU
113
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA8255P | 24.455 ms | 3 - 371 MB | NPU
114
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 75.301 ms | 2 - 372 MB | NPU
115
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 46.361 ms | 3 - 390 MB | NPU
116
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm�� SA8295P | 41.941 ms | 1 - 368 MB | NPU
117
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 423.138 ms | 3 - 426 MB | NPU
118
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 16.908 ms | 3 - 373 MB | NPU
119
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 24.213 ms | 0 - 5 MB | NPU
120
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 47.71 ms | 3 - 459 MB | NPU
121
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 46.361 ms | 3 - 390 MB | NPU
122
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 16.908 ms | 3 - 373 MB | NPU
123
+ | ResNet-2Plus1D | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 26.994 ms | 3 - 3 MB | NPU
124
+ | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1320.002 ms | 0 - 568 MB | NPU
125
+ | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1481.178 ms | 0 - 801 MB | NPU
126
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8275 | 3622.62 ms | 1 - 579 MB | NPU
127
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1935.795 ms | 1 - 4 MB | NPU
128
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8775P | 1954.941 ms | 1 - 580 MB | NPU
129
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8650P | 1954.941 ms | 1 - 580 MB | NPU
130
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8255P | 1954.941 ms | 1 - 580 MB | NPU
131
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2402.574 ms | 2 - 741 MB | NPU
132
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA8295P | 2446.863 ms | 1 - 541 MB | NPU
133
+ | ResNet-2Plus1D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1400.198 ms | 0 - 572 MB | NPU
134
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® SA7255P | 3622.62 ms | 1 - 579 MB | NPU
135
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS9075 | 2051.948 ms | 0 - 81 MB | NPU
136
+ | ResNet-2Plus1D | TFLITE | float | Qualcomm® QCS8750 | 1400.198 ms | 0 - 572 MB | NPU
137
+ | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3476.116 ms | 0 - 1435 MB | NPU
138
+ | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3092.161 ms | 1 - 1624 MB | NPU
139
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS6490 | 8769.594 ms | 1441 - 2233 MB | NPU
140
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8275 | 8115.715 ms | 3 - 1383 MB | NPU
141
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4138.566 ms | 1 - 5 MB | NPU
142
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8775P | 4286.515 ms | 2 - 1381 MB | NPU
143
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8650P | 4286.515 ms | 2 - 1381 MB | NPU
144
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8255P | 4286.515 ms | 2 - 1381 MB | NPU
145
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA7255P | 8115.715 ms | 3 - 1383 MB | NPU
146
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® SA8295P | 4660.264 ms | 2 - 1091 MB | NPU
147
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCM6690 | 8018.037 ms | 1299 - 1542 MB | NPU
148
+ | ResNet-2Plus1D | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2824.929 ms | 1 - 1682 MB | NPU
149
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS9075 | 2951.371 ms | 0 - 74 MB | NPU
150
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 4775.334 ms | 0 - 1338 MB | NPU
151
+ | ResNet-2Plus1D | TFLITE | w8a8 | Qualcomm® QCS8750 | 2824.929 ms | 1 - 1682 MB | NPU
152
 
153
  ## License
154
  * The license for the original implementation of ResNet-2Plus1D can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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