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Conditional-DETR-ResNet50

Object Detection
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

Files changed (2) hide show
  1. README.md +74 -70
  2. release_assets.json +6 -6
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: object-detection
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  DETR is a machine learning model that can detect objects (trained on COCO dataset).
15
 
16
  This is based on the implementation of Conditional-DETR-ResNet50 found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/conditional_detr).
17
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/conditional_detr_resnet50) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
@@ -27,99 +27,103 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-onnx-float.zip)
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- | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-onnx-w8a16_mixed_fp16.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/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16_mixed_fp16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-qnn_dlc-w8a16_mixed_fp16.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/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[Conditional-DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/conditional_detr_resnet50)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/conditional_detr_resnet50) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [Conditional-DETR-ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/conditional_detr_resnet50) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.object_detection
53
 
54
  **Model Stats:**
55
- - Model checkpoint: ResNet50
56
  - Input resolution: 480x480
57
- - Number of parameters: 43.6M
58
  - Model size (float): 166 MB
 
59
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.295 ms | 5 - 5 MB | NPU
64
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.416 ms | 83 - 83 MB | NPU
65
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.028 ms | 1 - 455 MB | NPU
66
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 39.424 ms | 1 - 368 MB | NPU
67
- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.145 ms | 0 - 524 MB | NPU
68
- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8450 | 39.424 ms | 1 - 368 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 29.705 ms | 5 - 12 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 20.416 ms | 83 - 83 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 11.249 ms | 0 - 345 MB | NPU
72
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 11.249 ms | 0 - 345 MB | NPU
73
- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.288 ms | 3 - 321 MB | NPU
74
- | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 65.69 ms | 17 - 492 MB | NPU
75
- | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 53.631 ms | 23 - 398 MB | NPU
76
- | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 53.631 ms | 23 - 398 MB | NPU
77
- | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 43.242 ms | 22 - 438 MB | NPU
78
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 10.054 ms | 5 - 5 MB | NPU
79
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.399 ms | 5 - 5 MB | NPU
80
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.021 ms | 0 - 397 MB | NPU
81
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 45.071 ms | 5 - 351 MB | NPU
82
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 97.924 ms | 0 - 309 MB | NPU
83
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.155 ms | 5 - 391 MB | NPU
84
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 32.102 ms | 0 - 308 MB | NPU
85
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8650P | 32.102 ms | 0 - 308 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8255P | 32.102 ms | 0 - 308 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 | 45.071 ms | 5 - 351 MB | NPU
88
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 32.372 ms | 7 - 13 MB | NPU
89
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.399 ms | 5 - 5 MB | NPU
90
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.592 ms | 1 - 317 MB | NPU
91
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 97.924 ms | 0 - 309 MB | NPU
92
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.07 ms | 2 - 263 MB | NPU
93
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.592 ms | 1 - 317 MB | NPU
94
- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.967 ms | 5 - 338 MB | NPU
95
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 18.833 ms | 2 - 2 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 37.486 ms | 2 - 2 MB | NPU
97
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 26.603 ms | 2 - 504 MB | NPU
98
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8275 | 105.201 ms | 2 - 401 MB | NPU
99
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 37.402 ms | 2 - 567 MB | NPU
100
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 43.315 ms | 1 - 400 MB | NPU
101
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8650P | 43.315 ms | 1 - 400 MB | NPU
102
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8255P | 43.315 ms | 1 - 400 MB | NPU
103
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | 43.446 ms | 2 - 6 MB | NPU
104
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-X7181 | 37.486 ms | 2 - 2 MB | NPU
105
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 20.158 ms | 0 - 407 MB | NPU
106
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA7255P | 105.201 ms | 2 - 401 MB | NPU
107
- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 20.158 ms | 0 - 407 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.236 ms | 1 - 453 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.646 ms | 0 - 435 MB | NPU
110
- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 44.806 ms | 0 - 374 MB | NPU
111
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 93.301 ms | 0 - 337 MB | NPU
112
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.055 ms | 0 - 3 MB | NPU
113
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.971 ms | 0 - 368 MB | NPU
114
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8650P | 29.971 ms | 0 - 368 MB | NPU
115
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8255P | 29.971 ms | 0 - 368 MB | NPU
116
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 | 44.806 ms | 0 - 374 MB | NPU
117
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 30.193 ms | 0 - 93 MB | NPU
118
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 11.903 ms | 0 - 340 MB | NPU
119
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 93.301 ms | 0 - 337 MB | NPU
120
- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.67 ms | 0 - 289 MB | NPU
121
- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.903 ms | 0 - 340 MB | NPU
122
- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.309 ms | 0 - 356 MB | NPU
 
 
 
 
123
 
124
  ## License
125
  * The license for the original implementation of Conditional-DETR-ResNet50 can be found
 
14
  DETR is a machine learning model that can detect objects (trained on COCO dataset).
15
 
16
  This is based on the implementation of Conditional-DETR-ResNet50 found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/conditional_detr).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/conditional_detr_resnet50) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.60.0/conditional_detr_resnet50-onnx-float.zip)
31
+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.60.0/conditional_detr_resnet50-onnx-w8a16_mixed_fp16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.60.0/conditional_detr_resnet50-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16_mixed_fp16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.60.0/conditional_detr_resnet50-qnn_dlc-w8a16_mixed_fp16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.60.0/conditional_detr_resnet50-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[Conditional-DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/conditional_detr_resnet50)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/conditional_detr_resnet50) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [Conditional-DETR-ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/conditional_detr_resnet50) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.object_detection
53
 
54
  **Model Stats:**
 
55
  - Input resolution: 480x480
56
+ - Model checkpoint: ResNet50
57
  - Model size (float): 166 MB
58
+ - Number of parameters: 43.6M
59
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.233 ms | 5 - 5 MB | NPU
64
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.365 ms | 82 - 82 MB | NPU
65
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.039 ms | 1 - 452 MB | NPU
66
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 38.845 ms | 5 - 373 MB | NPU
67
+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 31.59 ms | 5 - 13 MB | NPU
68
+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.35 ms | 0 - 94 MB | NPU
69
+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8450 | 38.845 ms | 5 - 373 MB | NPU
70
+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 29.26 ms | 5 - 12 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 20.365 ms | 82 - 82 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 11.165 ms | 3 - 320 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 11.165 ms | 3 - 320 MB | NPU
74
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.304 ms | 3 - 325 MB | NPU
75
+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 52.358 ms | 19 - 406 MB | NPU
76
+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 45.732 ms | 21 - 293 MB | NPU
77
+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 45.732 ms | 21 - 293 MB | NPU
78
+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 39.679 ms | 22 - 310 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 10.042 ms | 5 - 5 MB | NPU
80
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.305 ms | 5 - 5 MB | NPU
81
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.097 ms | 0 - 400 MB | NPU
82
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 44.583 ms | 4 - 347 MB | NPU
83
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 33.482 ms | 5 - 12 MB | NPU
84
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 98.194 ms | 1 - 307 MB | NPU
85
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.881 ms | 5 - 7 MB | NPU
86
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 32.235 ms | 1 - 307 MB | NPU
87
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8650P | 32.235 ms | 1 - 307 MB | NPU
88
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8255P | 32.235 ms | 1 - 307 MB | NPU
89
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 | 44.583 ms | 4 - 347 MB | NPU
90
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 34.971 ms | 5 - 11 MB | NPU
91
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.305 ms | 5 - 5 MB | NPU
92
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.577 ms | 0 - 317 MB | NPU
93
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 98.194 ms | 1 - 307 MB | NPU
94
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.049 ms | 0 - 261 MB | NPU
95
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.577 ms | 0 - 317 MB | NPU
96
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.891 ms | 5 - 337 MB | NPU
97
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 16.324 ms | 2 - 2 MB | NPU
98
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 30.454 ms | 2 - 2 MB | NPU
99
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 22.467 ms | 2 - 476 MB | NPU
100
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | 35.5 ms | 2 - 7 MB | NPU
101
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | 90.191 ms | 0 - 369 MB | NPU
102
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 30.315 ms | 2 - 282 MB | NPU
103
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 35.883 ms | 1 - 370 MB | NPU
104
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8650P | 35.883 ms | 1 - 370 MB | NPU
105
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8255P | 35.883 ms | 1 - 370 MB | NPU
106
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | 36.14 ms | 1 - 5 MB | NPU
107
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-X7181 | 30.454 ms | 2 - 2 MB | NPU
108
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 17.325 ms | 2 - 375 MB | NPU
109
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA7255P | 90.191 ms | 0 - 369 MB | NPU
110
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 17.325 ms | 2 - 375 MB | NPU
111
+ | Conditional-DETR-ResNet50 | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.07 ms | 2 - 393 MB | NPU
112
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.019 ms | 0 - 439 MB | NPU
113
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 45.61 ms | 0 - 373 MB | NPU
114
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 31.168 ms | 0 - 94 MB | NPU
115
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 94.019 ms | 0 - 334 MB | NPU
116
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.459 ms | 0 - 3 MB | NPU
117
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 30.263 ms | 0 - 366 MB | NPU
118
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8650P | 30.263 ms | 0 - 366 MB | NPU
119
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8255P | 30.263 ms | 0 - 366 MB | NPU
120
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 | 45.61 ms | 0 - 373 MB | NPU
121
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 30.551 ms | 0 - 93 MB | NPU
122
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 12.308 ms | 0 - 346 MB | NPU
123
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 94.019 ms | 0 - 334 MB | NPU
124
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 35.165 ms | 0 - 289 MB | NPU
125
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 12.308 ms | 0 - 346 MB | NPU
126
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.516 ms | 0 - 355 MB | NPU
127
 
128
  ## License
129
  * The license for the original implementation of Conditional-DETR-ResNet50 can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-qnn_dlc-float.zip"
18
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.59.0/conditional_detr_resnet50-tflite-float.zip"
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@@ -31,13 +31,13 @@
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41
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43
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