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DETR-ResNet101

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +32 -31
  2. release_assets.json +29 -1
README.md CHANGED
@@ -28,8 +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/v0.50.2/detr_resnet101-onnx-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.50.2/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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@@ -58,35 +59,35 @@ 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 | 11.789 ms | 5 - 359 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® X2 Elite | 12.897 ms | 115 - 115 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 24.87 ms | 114 - 114 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.714 ms | 2 - 525 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 24.804 ms | 0 - 126 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS9075 | 39.632 ms | 5 - 12 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.55 ms | 3 - 323 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.749 ms | 5 - 361 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 13.483 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 27.148 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.8 ms | 1 - 469 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 137.997 ms | 0 - 337 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.887 ms | 5 - 7 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 41.225 ms | 2 - 337 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 42.671 ms | 5 - 11 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 57.368 ms | 3 - 366 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 137.997 ms | 0 - 337 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 43.584 ms | 0 - 251 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.91 ms | 5 - 345 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.273 ms | 0 - 415 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.83 ms | 0 - 533 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 137.869 ms | 0 - 398 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 26.674 ms | 0 - 3 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.07 ms | 0 - 398 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 41.645 ms | 0 - 125 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 56.403 ms | 0 - 418 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA7255P | 137.869 ms | 0 - 398 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8295P | 43.414 ms | 0 - 307 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.845 ms | 0 - 409 MB | NPU
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  ## License
92
  * The license for the original implementation of DETR-ResNet101 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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/v0.51.0/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/v0.51.0/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/v0.51.0/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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  |---|---|---|---|---|---|---
62
+ | 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 | 12.379 ms | 5 - 360 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 13.884 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 28.314 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 20.52 ms | 3 - 463 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 139.859 ms | 2 - 338 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 27.732 ms | 5 - 7 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 42.301 ms | 1 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 46.805 ms | 5 - 11 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 58.755 ms | 2 - 362 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 139.859 ms | 2 - 338 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 44.907 ms | 2 - 250 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.026 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
release_assets.json CHANGED
@@ -1 +1,29 @@
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- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.50.2/detr_resnet101-onnx-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.50.2/detr_resnet101-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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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/v0.51.0/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/v0.51.0/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/v0.51.0/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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+ }