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DETR-ResNet101-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_resnet101_dc5/releases/v0.50.2/detr_resnet101_dc5-onnx-float.zip)
 
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101_dc5)**.
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@@ -56,25 +57,25 @@ See our repository for [DETR-ResNet101-DC5 on GitHub](https://github.com/qualcom
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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-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.222 ms | 5 - 528 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® X2 Elite | 23.942 ms | 116 - 116 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® X Elite | 52.115 ms | 115 - 115 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 37.7 ms | 5 - 659 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 51.436 ms | 0 - 128 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Qualcomm® QCS9075 | 77.434 ms | 5 - 12 MB | NPU
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- | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 28.015 ms | 2 - 464 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.411 ms | 5 - 561 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® X2 Elite | 24.456 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® X Elite | 54.368 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 38.766 ms | 0 - 711 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 218.906 ms | 2 - 530 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 53.433 ms | 5 - 7 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 72.294 ms | 1 - 526 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 81.511 ms | 7 - 13 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 88.225 ms | 5 - 492 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 218.906 ms | 2 - 530 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 76.372 ms | 0 - 338 MB | NPU
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- | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 28.385 ms | 4 - 556 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet101-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_resnet101_dc5/releases/v0.51.0/detr_resnet101_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_resnet101_dc5/releases/v0.51.0/detr_resnet101_dc5-qnn_dlc-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101_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-ResNet101-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 23.439 ms | 5 - 529 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® X2 Elite | 25.636 ms | 116 - 116 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® X Elite | 54.309 ms | 115 - 115 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 38.872 ms | 5 - 658 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 52.399 ms | 0 - 128 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Qualcomm® QCS9075 | 80.87 ms | 4 - 12 MB | NPU
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+ | DETR-ResNet101-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 32.361 ms | 2 - 516 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.2 ms | 0 - 585 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® X2 Elite | 28.71 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® X Elite | 62.167 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 44.82 ms | 4 - 762 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 232.928 ms | 1 - 557 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 61.608 ms | 5 - 7 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 79.757 ms | 2 - 556 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 91.985 ms | 5 - 11 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 108.681 ms | 3 - 566 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 232.928 ms | 1 - 557 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 94.237 ms | 0 - 418 MB | NPU
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+ | DETR-ResNet101-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 31.684 ms | 5 - 579 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet101-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_resnet101_dc5/releases/v0.50.2/detr_resnet101_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_resnet101_dc5/releases/v0.51.0/detr_resnet101_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_resnet101_dc5/releases/v0.51.0/detr_resnet101_dc5-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }