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DETR-ResNet101

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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 +41 -32
  2. release_assets.json +5 -5
README.md CHANGED
@@ -28,9 +28,9 @@ 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/detr_resnet101/releases/v0.52.0/detr_resnet101-onnx-float.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/detr_resnet101/releases/v0.52.0/detr_resnet101-qnn_dlc-float.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/detr_resnet101/releases/v0.52.0/detr_resnet101-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101)**.
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@@ -59,35 +59,44 @@ See our repository for [DETR-ResNet101 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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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.672 ms | 5 - 383 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® X2 Elite | 12.82 ms | 115 - 115 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 25.435 ms | 114 - 114 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.996 ms | 5 - 497 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 25.159 ms | 0 - 130 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS9075 | 40.365 ms | 5 - 12 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.998 ms | 0 - 318 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.449 ms | 5 - 360 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 13.957 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 28.282 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 20.642 ms | 0 - 461 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 139.842 ms | 0 - 336 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 28.261 ms | 5 - 7 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 42.325 ms | 0 - 335 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 47.335 ms | 5 - 11 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 57.661 ms | 3 - 364 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 139.842 ms | 0 - 336 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 44.936 ms | 0 - 248 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.151 ms | 0 - 338 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.852 ms | 0 - 388 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.478 ms | 0 - 489 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 137.596 ms | 0 - 369 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 26.277 ms | 0 - 3 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.001 ms | 0 - 367 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 40.67 ms | 0 - 125 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 54.861 ms | 0 - 385 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA7255P | 137.596 ms | 0 - 369 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8295P | 42.969 ms | 0 - 274 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.188 ms | 0 - 371 MB | NPU
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of DETR-ResNet101 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/detr_resnet101/releases/v0.53.0/detr_resnet101-onnx-float.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/detr_resnet101/releases/v0.53.0/detr_resnet101-qnn_dlc-float.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/detr_resnet101/releases/v0.53.0/detr_resnet101-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101)**.
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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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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.756 ms | 5 - 359 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite Mobile | 14.253 ms | 3 - 357 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® X2 Elite | 12.74 ms | 115 - 115 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 24.768 ms | 114 - 114 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 24.768 ms | 114 - 114 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.33 ms | 2 - 483 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 24.492 ms | 0 - 128 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Qualcomm® QCS9075 | 41.223 ms | 4 - 12 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.253 ms | 3 - 357 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.293 ms | 5 - 358 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 15.358 ms | 0 - 338 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 13.729 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 26.828 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 26.828 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.044 ms | 5 - 462 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 133.75 ms | 1 - 334 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.56 ms | 5 - 7 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 39.65 ms | 2 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 39.65 ms | 2 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 39.65 ms | 2 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 46.308 ms | 5 - 11 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 56.175 ms | 4 - 355 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 133.75 ms | 1 - 334 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 44.085 ms | 0 - 245 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.358 ms | 0 - 338 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.005 ms | 0 - 388 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Mobile | 15.16 ms | 0 - 374 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.729 ms | 0 - 491 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 138.106 ms | 0 - 367 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 26.776 ms | 0 - 3 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.178 ms | 0 - 367 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.178 ms | 0 - 367 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.178 ms | 0 - 367 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 42.279 ms | 0 - 125 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 55.468 ms | 0 - 387 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA7255P | 138.106 ms | 0 - 367 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8295P | 43.368 ms | 0 - 274 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.16 ms | 0 - 374 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet101 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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/detr_resnet101/releases/v0.52.0/detr_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/detr_resnet101/releases/v0.52.0/detr_resnet101-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/detr_resnet101/releases/v0.52.0/detr_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": "0.53.0",
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  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.53.0/detr_resnet101-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
15
  "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/detr_resnet101/releases/v0.53.0/detr_resnet101-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/detr_resnet101/releases/v0.53.0/detr_resnet101-onnx-float.zip"
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  }
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  }
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  }