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DETR-ResNet50

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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_resnet50/releases/v0.50.2/detr_resnet50-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_resnet50/releases/v0.50.2/detr_resnet50-tflite-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50)**.
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@@ -58,35 +59,35 @@ See our repository for [DETR-ResNet50 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-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.465 ms | 0 - 322 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.41 ms | 77 - 77 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 17.963 ms | 77 - 77 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.419 ms | 0 - 391 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.844 ms | 0 - 94 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 28.273 ms | 5 - 12 MB | NPU
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- | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.899 ms | 2 - 311 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.042 ms | 5 - 303 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 9.035 ms | 5 - 5 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 20.604 ms | 5 - 5 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.926 ms | 3 - 386 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 91.542 ms | 2 - 285 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.523 ms | 5 - 7 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 29.405 ms | 1 - 285 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 30.514 ms | 5 - 11 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 43.97 ms | 4 - 330 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 91.542 ms | 2 - 285 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 31.387 ms | 0 - 241 MB | NPU
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- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.303 ms | 5 - 297 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.021 ms | 0 - 342 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 13.89 ms | 0 - 423 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 85.562 ms | 0 - 322 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 19.636 ms | 0 - 3 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.999 ms | 0 - 382 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 30.51 ms | 0 - 88 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 44.104 ms | 0 - 357 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 85.562 ms | 0 - 322 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 31.083 ms | 0 - 271 MB | NPU
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- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.283 ms | 0 - 338 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet50 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_resnet50/releases/v0.51.0/detr_resnet50-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_resnet50/releases/v0.51.0/detr_resnet50-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_resnet50/releases/v0.51.0/detr_resnet50-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.572 ms | 3 - 323 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.498 ms | 77 - 77 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 17.744 ms | 77 - 77 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.797 ms | 1 - 399 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.641 ms | 0 - 95 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 28.732 ms | 5 - 12 MB | NPU
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+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.668 ms | 3 - 279 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.227 ms | 4 - 302 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 9.32 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 21.509 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.677 ms | 5 - 379 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 92.915 ms | 1 - 285 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.065 ms | 5 - 7 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 30.2 ms | 1 - 284 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 32.265 ms | 7 - 13 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.448 ms | 2 - 321 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 92.915 ms | 1 - 285 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 32.847 ms | 1 - 239 MB | NPU
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+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.272 ms | 0 - 332 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.859 ms | 0 - 309 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 13.622 ms | 0 - 391 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 85.499 ms | 0 - 294 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 18.909 ms | 0 - 3 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.754 ms | 0 - 330 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 29.713 ms | 0 - 88 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 41.5 ms | 0 - 328 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 85.499 ms | 0 - 294 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 31.008 ms | 0 - 247 MB | NPU
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+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.35 ms | 0 - 304 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet50 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_resnet50/releases/v0.50.2/detr_resnet50-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_resnet50/releases/v0.50.2/detr_resnet50-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_resnet50/releases/v0.51.0/detr_resnet50-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_resnet50/releases/v0.51.0/detr_resnet50-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_resnet50/releases/v0.51.0/detr_resnet50-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }