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DETR-ResNet50-DC5

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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 +21 -20
  2. release_assets.json +22 -1
README.md CHANGED
@@ -28,7 +28,8 @@ 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_dc5/releases/v0.50.2/detr_resnet50_dc5-onnx-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet50-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50_dc5)**.
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@@ -56,25 +57,25 @@ See our repository for [DETR-ResNet50-DC5 on GitHub](https://github.com/qualcomm
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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-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.024 ms | 5 - 474 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X2 Elite | 20.245 ms | 79 - 79 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X Elite | 45.432 ms | 78 - 78 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.654 ms | 2 - 653 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 44.514 ms | 0 - 95 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS9075 | 65.186 ms | 5 - 12 MB | NPU
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- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 23.629 ms | 2 - 417 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.261 ms | 4 - 506 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X2 Elite | 30.264 ms | 5 - 5 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X Elite | 47.622 ms | 5 - 5 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.827 ms | 15 - 638 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 171.867 ms | 0 - 477 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 46.317 ms | 5 - 7 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 280.644 ms | 1 - 477 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 69.436 ms | 5 - 11 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 74.659 ms | 4 - 451 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 171.867 ms | 0 - 477 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 63.39 ms | 0 - 325 MB | NPU
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- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.131 ms | 5 - 502 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet50-DC5 can be found
 
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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_dc5/releases/v0.51.0/detr_resnet50_dc5-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_dc5/releases/v0.51.0/detr_resnet50_dc5-qnn_dlc-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet50-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50_dc5)**.
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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-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.495 ms | 5 - 497 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X2 Elite | 21.931 ms | 79 - 79 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X Elite | 47.249 ms | 78 - 78 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.059 ms | 1 - 647 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 45.368 ms | 5 - 9 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS9075 | 68.446 ms | 5 - 12 MB | NPU
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+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 23.794 ms | 3 - 463 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 24.84 ms | 5 - 532 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X2 Elite | 25.17 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X Elite | 55.355 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 39.914 ms | 5 - 677 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 185.999 ms | 1 - 499 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 54.12 ms | 5 - 7 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 67.753 ms | 1 - 501 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 80.529 ms | 7 - 13 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 95.527 ms | 4 - 528 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 185.999 ms | 1 - 499 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 82.112 ms | 0 - 406 MB | NPU
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+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.527 ms | 0 - 520 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet50-DC5 can be found
release_assets.json CHANGED
@@ -1 +1,22 @@
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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_dc5/releases/v0.50.2/detr_resnet50_dc5-onnx-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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+ "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_dc5/releases/v0.51.0/detr_resnet50_dc5-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_dc5/releases/v0.51.0/detr_resnet50_dc5-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }