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ResNet101

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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 +32 -32
  2. release_assets.json +9 -9
README.md CHANGED
@@ -29,12 +29,12 @@ 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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet101)**.
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@@ -81,33 +81,33 @@ See our repository for [ResNet101 on GitHub](https://github.com/qualcomm/ai-hub-
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  | ResNet101 | ONNX | w8a8 | Qualcomm® QCM6690 | 41.95 ms | 1 - 12 MB | CPU
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  | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.84 ms | 0 - 80 MB | NPU
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  | ResNet101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.439 ms | 13 - 24 MB | CPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.633 ms | 0 - 67 MB | NPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 1.958 ms | 1 - 1 MB | NPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 3.539 ms | 1 - 1 MB | NPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.426 ms | 0 - 121 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 18.342 ms | 1 - 65 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.399 ms | 1 - 239 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.454 ms | 1 - 67 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 5.278 ms | 3 - 5 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.948 ms | 0 - 90 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 18.342 ms | 1 - 65 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 5.61 ms | 1 - 39 MB | NPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.952 ms | 0 - 65 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.729 ms | 0 - 76 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.647 ms | 0 - 0 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.278 ms | 0 - 0 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.974 ms | 0 - 122 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.471 ms | 0 - 2 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.02 ms | 0 - 72 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.286 ms | 0 - 2 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.525 ms | 0 - 75 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.322 ms | 0 - 2 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 11.71 ms | 0 - 195 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.781 ms | 0 - 124 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.02 ms | 0 - 72 MB | NPU
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  | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.945 ms | 0 - 71 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.81 ms | 0 - 74 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.795 ms | 0 - 83 MB | NPU
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  | ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.62 ms | 0 - 112 MB | NPU
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  | ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.389 ms | 0 - 178 MB | NPU
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  | ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 18.248 ms | 0 - 108 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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet101)**.
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  | ResNet101 | ONNX | w8a8 | Qualcomm® QCM6690 | 41.95 ms | 1 - 12 MB | CPU
82
  | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.84 ms | 0 - 80 MB | NPU
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  | ResNet101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.439 ms | 13 - 24 MB | CPU
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+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.627 ms | 1 - 67 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 1.974 ms | 1 - 1 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 3.532 ms | 1 - 1 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.402 ms | 0 - 120 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 18.343 ms | 1 - 65 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.359 ms | 1 - 2 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.433 ms | 1 - 66 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 5.278 ms | 1 - 3 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.946 ms | 0 - 89 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 18.343 ms | 1 - 65 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 5.626 ms | 1 - 40 MB | NPU
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+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.949 ms | 0 - 66 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.743 ms | 0 - 76 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.635 ms | 0 - 0 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.28 ms | 0 - 0 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.986 ms | 0 - 122 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.516 ms | 2 - 4 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.001 ms | 0 - 72 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.282 ms | 0 - 111 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.52 ms | 0 - 75 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.313 ms | 0 - 2 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 11.71 ms | 0 - 196 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.788 ms | 0 - 126 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.001 ms | 0 - 72 MB | NPU
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  | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.945 ms | 0 - 71 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.787 ms | 0 - 71 MB | NPU
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+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.792 ms | 0 - 83 MB | NPU
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  | ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.62 ms | 0 - 112 MB | NPU
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  | ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.389 ms | 0 - 178 MB | NPU
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  | ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 18.248 ms | 0 - 108 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
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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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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-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/resnet101/releases/v0.51.0/resnet101-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.51.0/resnet101-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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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/resnet101/releases/v0.52.0/resnet101-tflite-float.zip"
12
  },
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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/resnet101/releases/v0.52.0/resnet101-qnn_dlc-float.zip"
18
  },
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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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-onnx-w8a8.zip"
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  }
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  }
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  }