Hugging Face's logo

qualcomm
/
DETR-ResNet50

Object Detection
PyTorch
bu_auto
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
b99e3d3
·
verified ·
1 Parent(s): 3b12543

v0.53.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -32
  2. release_assets.json +5 -5
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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.52.0/detr_resnet50-onnx-float.zip)
32
- | 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/v0.52.0/detr_resnet50-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.52.0/detr_resnet50-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50)**.
36
 
@@ -59,35 +59,44 @@ See our repository for [DETR-ResNet50 on GitHub](https://github.com/qualcomm/ai-
59
  ## Performance Summary
60
  | 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
63
- | DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.498 ms | 77 - 77 MB | NPU
64
- | DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 17.744 ms | 77 - 77 MB | NPU
65
- | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.797 ms | 1 - 399 MB | NPU
66
- | DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.641 ms | 0 - 95 MB | NPU
67
- | DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 28.732 ms | 5 - 12 MB | NPU
68
- | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.668 ms | 3 - 279 MB | NPU
69
- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.222 ms | 5 - 303 MB | NPU
70
- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 9.445 ms | 5 - 5 MB | NPU
71
- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 21.463 ms | 5 - 5 MB | NPU
72
- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.625 ms | 3 - 379 MB | NPU
73
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 92.997 ms | 1 - 284 MB | NPU
74
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.167 ms | 5 - 7 MB | NPU
75
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 30.183 ms | 1 - 284 MB | NPU
76
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 32.192 ms | 5 - 11 MB | NPU
77
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.146 ms | 3 - 321 MB | NPU
78
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 92.997 ms | 1 - 284 MB | NPU
79
- | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 32.835 ms | 0 - 238 MB | NPU
80
- | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.278 ms | 0 - 329 MB | NPU
81
- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.859 ms | 0 - 309 MB | NPU
82
- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 13.622 ms | 0 - 391 MB | NPU
83
- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 85.499 ms | 0 - 294 MB | NPU
84
- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 18.909 ms | 0 - 3 MB | NPU
85
- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.754 ms | 0 - 330 MB | NPU
86
- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 29.713 ms | 0 - 88 MB | NPU
87
- | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 41.5 ms | 0 - 328 MB | NPU
88
- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 85.499 ms | 0 - 294 MB | NPU
89
- | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 31.008 ms | 0 - 247 MB | NPU
90
- | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.35 ms | 0 - 304 MB | NPU
 
 
 
 
 
 
 
 
 
91
 
92
  ## License
93
  * The license for the original implementation of DETR-ResNet50 can be found
 
28
 
29
  | 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/v0.53.0/detr_resnet50-onnx-float.zip)
32
+ | 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/v0.53.0/detr_resnet50-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.53.0/detr_resnet50-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet50)**.
36
 
 
59
  ## Performance Summary
60
  | 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 | 7.317 ms | 5 - 290 MB | NPU
63
+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 9.765 ms | 3 - 278 MB | NPU
64
+ | DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.358 ms | 77 - 77 MB | NPU
65
+ | DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 17.859 ms | 77 - 77 MB | NPU
66
+ | DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 17.859 ms | 77 - 77 MB | NPU
67
+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.32 ms | 1 - 397 MB | NPU
68
+ | DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 17.616 ms | 0 - 95 MB | NPU
69
+ | DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 28.248 ms | 5 - 12 MB | NPU
70
+ | DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.765 ms | 3 - 278 MB | NPU
71
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.089 ms | 5 - 304 MB | NPU
72
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.572 ms | 0 - 286 MB | NPU
73
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 9.267 ms | 5 - 5 MB | NPU
74
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 20.052 ms | 5 - 5 MB | NPU
75
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 20.052 ms | 5 - 5 MB | NPU
76
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.997 ms | 0 - 373 MB | NPU
77
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 86.794 ms | 1 - 282 MB | NPU
78
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 19.704 ms | 5 - 26 MB | NPU
79
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 27.285 ms | 1 - 305 MB | NPU
80
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 27.285 ms | 1 - 305 MB | NPU
81
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 27.285 ms | 1 - 305 MB | NPU
82
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 30.494 ms | 7 - 13 MB | NPU
83
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 42.835 ms | 5 - 320 MB | NPU
84
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 86.794 ms | 1 - 282 MB | NPU
85
+ | DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 32.125 ms | 0 - 238 MB | NPU
86
+ | DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.572 ms | 0 - 286 MB | NPU
87
+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.966 ms | 0 - 309 MB | NPU
88
+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 10.517 ms | 0 - 306 MB | NPU
89
+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 13.686 ms | 0 - 384 MB | NPU
90
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 86.056 ms | 0 - 294 MB | NPU
91
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 19.193 ms | 0 - 3 MB | NPU
92
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.928 ms | 0 - 323 MB | NPU
93
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.928 ms | 0 - 323 MB | NPU
94
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 26.928 ms | 0 - 323 MB | NPU
95
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 30.366 ms | 0 - 88 MB | NPU
96
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 42.012 ms | 0 - 327 MB | NPU
97
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 86.056 ms | 0 - 294 MB | NPU
98
+ | DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 31.071 ms | 0 - 248 MB | NPU
99
+ | DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.517 ms | 0 - 306 MB | NPU
100
 
101
  ## License
102
  * The license for the original implementation of DETR-ResNet50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.52.0/detr_resnet50-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.52.0/detr_resnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.52.0/detr_resnet50-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.53.0/detr_resnet50-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.53.0/detr_resnet50-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet50/releases/v0.53.0/detr_resnet50-onnx-float.zip"
25
  }
26
  }
27
  }