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ResNet-3D

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  2. release_assets.json +9 -9
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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -80,33 +80,33 @@ See our repository for [ResNet-3D on GitHub](https://github.com/qualcomm/ai-hub-
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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 | 5.825 ms | 2 - 209 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X2 Elite | 7.178 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® X Elite | 14.076 ms | 2 - 2 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.712 ms | 0 - 277 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.78 ms | 0 - 211 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.371 ms | 2 - 4 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8775P | 23.995 ms | 1 - 197 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS9075 | 27.617 ms | 2 - 6 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.302 ms | 2 - 240 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA7255P | 91.78 ms | 0 - 211 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Qualcomm® SA8295P | 26.403 ms | 0 - 194 MB | NPU
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- | ResNet-3D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.883 ms | 0 - 213 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.904 ms | 0 - 66 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.496 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 | 3.374 ms | 1 - 122 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 19.785 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 14.945 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.571 ms | 0 - 4 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.605 ms | 1 - 61 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 4.809 ms | 1 - 3 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 92.31 ms | 1 - 185 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.107 ms | 1 - 125 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA7255P | 14.945 ms | 1 - 62 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Qualcomm® SA8295P | 8.3 ms | 0 - 58 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.705 ms | 1 - 180 MB | NPU
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- | ResNet-3D | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.835 ms | 1 - 174 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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  | 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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  | 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
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-tflite-w8a8.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-onnx-w8a8.zip"
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  }
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  }
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  },
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- "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_3d/releases/v0.51.0/resnet_3d-onnx-float.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
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  "precisions": {
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+ "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "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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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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+ "download_url": "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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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "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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  }
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  }
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  },
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+ "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "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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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "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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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "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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  }
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  }
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  }