Hugging Face's logo

qualcomm
/
DETR-ResNet50-DC5

Object Detection
PyTorch
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
c0cdad5
·
verified ·
1 Parent(s): 7244588

v0.47.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +22 -20
README.md CHANGED
@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.46.0/detr_resnet50_dc5-onnx-float.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.46.0/detr_resnet50_dc5-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.46.0/detr_resnet50_dc5-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[DETR-ResNet50-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50_dc5)**.
36
 
@@ -58,23 +58,25 @@ See our repository for [DETR-ResNet50-DC5 on GitHub](https://github.com/quic/ai-
58
  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X Elite | 43.461 ms | 79 - 79 MB | NPU
62
- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 30.834 ms | 5 - 595 MB | NPU
63
- | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 42.75 ms | 0 - 94 MB | NPU
64
- | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS9075 | 60.037 ms | 4 - 12 MB | NPU
65
- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 22.115 ms | 0 - 364 MB | NPU
66
- | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.629 ms | 1 - 399 MB | NPU
67
- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X Elite | 47.518 ms | 5 - 5 MB | NPU
68
- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.857 ms | 4 - 633 MB | NPU
69
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 171.882 ms | 2 - 480 MB | NPU
70
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 46.504 ms | 5 - 7 MB | NPU
71
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 60.117 ms | 1 - 482 MB | NPU
72
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 69.403 ms | 5 - 11 MB | NPU
73
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 74.472 ms | 2 - 447 MB | NPU
74
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 171.882 ms | 2 - 480 MB | NPU
75
- | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 63.643 ms | 0 - 331 MB | NPU
76
- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.139 ms | 0 - 496 MB | NPU
77
- | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.825 ms | 5 - 476 MB | NPU
 
 
78
 
79
  ## License
80
  * The license for the original implementation of DETR-ResNet50-DC5 can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.47.0/detr_resnet50_dc5-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.47.0/detr_resnet50_dc5-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50_dc5/releases/v0.47.0/detr_resnet50_dc5-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[DETR-ResNet50-DC5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50_dc5)**.
36
 
 
58
  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X Elite | 45.343 ms | 78 - 78 MB | NPU
62
+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 32.68 ms | 1 - 652 MB | NPU
63
+ | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 44.576 ms | 5 - 9 MB | NPU
64
+ | DETR-ResNet50-DC5 | ONNX | float | Qualcomm® QCS9075 | 64.459 ms | 5 - 12 MB | NPU
65
+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 23.566 ms | 3 - 456 MB | NPU
66
+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.02 ms | 5 - 465 MB | NPU
67
+ | DETR-ResNet50-DC5 | ONNX | float | Snapdragon® X2 Elite | 20.236 ms | 79 - 79 MB | NPU
68
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X Elite | 47.64 ms | 5 - 5 MB | NPU
69
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 33.886 ms | 5 - 631 MB | NPU
70
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 171.871 ms | 0 - 476 MB | NPU
71
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 46.552 ms | 5 - 7 MB | NPU
72
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8775P | 60.121 ms | 0 - 475 MB | NPU
73
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS9075 | 69.625 ms | 5 - 11 MB | NPU
74
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 74.601 ms | 4 - 448 MB | NPU
75
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA7255P | 171.871 ms | 0 - 476 MB | NPU
76
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Qualcomm® SA8295P | 63.421 ms | 2 - 327 MB | NPU
77
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.191 ms | 0 - 497 MB | NPU
78
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.161 ms | 4 - 508 MB | NPU
79
+ | DETR-ResNet50-DC5 | QNN_DLC | float | Snapdragon® X2 Elite | 20.812 ms | 5 - 5 MB | NPU
80
 
81
  ## License
82
  * The license for the original implementation of DETR-ResNet50-DC5 can be found