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OSNet

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video-object-tracking
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v0.62.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

Files changed (2) hide show
  1. README.md +101 -89
  2. release_assets.json +13 -6
README.md CHANGED
@@ -16,7 +16,7 @@ pipeline_tag: video-object-tracking
16
  OSNet is a compact convolutional architecture for person re-identification. It extracts discriminative embeddings that can be compared with cosine similarity for person matching across camera views.
17
 
18
  This is based on the implementation of OSNet found [here](https://github.com/KaiyangZhou/deep-person-reid).
19
- 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/v0.61.0/src/qai_hub_models/models/osnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
20
 
21
  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.
22
 
@@ -29,25 +29,26 @@ Below are pre-exported model assets ready for deployment.
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
- | 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/osnet/releases/v0.61.0/osnet-onnx-float.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-tflite-w8a8.zip)
 
37
 
38
  For more device-specific assets and performance metrics, visit **[OSNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/osnet)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/osnet) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
- See our repository for [OSNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/osnet) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -63,92 +64,103 @@ See our repository for [OSNet on GitHub](https://github.com/qualcomm/ai-hub-mode
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | OSNet | ONNX | float | Snapdragon® X2 Elite | 0.497 ms | 1 - 1 MB | NPU
67
- | OSNet | ONNX | float | Snapdragon® X Elite | 0.934 ms | 0 - 0 MB | NPU
68
- | OSNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.617 ms | 0 - 71 MB | NPU
69
- | OSNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.598 ms | 0 - 68 MB | NPU
70
- | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.406 ms | 0 - 4 MB | NPU
71
- | OSNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.89 ms | 0 - 95 MB | NPU
72
- | OSNet | ONNX | float | Qualcomm® QCS8450 | 1.598 ms | 0 - 68 MB | NPU
73
- | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.395 ms | 0 - 3 MB | NPU
74
- | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.934 ms | 0 - 0 MB | NPU
75
- | OSNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.49 ms | 0 - 53 MB | NPU
76
- | OSNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.49 ms | 0 - 53 MB | NPU
77
- | OSNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.456 ms | 0 - 54 MB | NPU
78
- | OSNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.643 ms | 0 - 0 MB | NPU
79
- | OSNet | QNN_DLC | float | Snapdragon® X Elite | 1.243 ms | 0 - 0 MB | NPU
80
- | OSNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.705 ms | 0 - 58 MB | NPU
81
- | OSNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 2.022 ms | 0 - 62 MB | NPU
82
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.441 ms | 0 - 3 MB | NPU
83
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.564 ms | 0 - 43 MB | NPU
84
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.052 ms | 0 - 10 MB | NPU
85
- | OSNet | QNN_DLC | float | Qualcomm® SA8775P | 1.68 ms | 0 - 47 MB | NPU
86
- | OSNet | QNN_DLC | float | Qualcomm® SA8650P | 1.68 ms | 0 - 47 MB | NPU
87
- | OSNet | QNN_DLC | float | Qualcomm® SA8255P | 1.68 ms | 0 - 47 MB | NPU
88
- | OSNet | QNN_DLC | float | Qualcomm® QCS8450 | 2.022 ms | 0 - 62 MB | NPU
89
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.482 ms | 0 - 2 MB | NPU
90
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.243 ms | 0 - 0 MB | NPU
91
- | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.533 ms | 0 - 49 MB | NPU
92
- | OSNet | QNN_DLC | float | Qualcomm® SA7255P | 4.564 ms | 0 - 43 MB | NPU
93
- | OSNet | QNN_DLC | float | Qualcomm® SA8295P | 2.187 ms | 0 - 40 MB | NPU
94
- | OSNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.533 ms | 0 - 49 MB | NPU
95
- | OSNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.428 ms | 0 - 47 MB | NPU
96
- | OSNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.351 ms | 0 - 0 MB | NPU
97
- | OSNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.662 ms | 0 - 0 MB | NPU
98
- | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.371 ms | 0 - 56 MB | NPU
99
- | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.671 ms | 0 - 62 MB | NPU
100
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.494 ms | 0 - 2 MB | NPU
101
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.548 ms | 0 - 3 MB | NPU
102
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.264 ms | 0 - 44 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
103
  | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.533 ms | 0 - 2 MB | NPU
104
- | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.747 ms | 0 - 48 MB | NPU
105
- | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.747 ms | 0 - 48 MB | NPU
106
- | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.747 ms | 0 - 48 MB | NPU
107
- | OSNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.671 ms | 0 - 62 MB | NPU
108
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.62 ms | 0 - 2 MB | NPU
109
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.662 ms | 0 - 0 MB | NPU
110
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.803 ms | 0 - 41 MB | NPU
111
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.538 ms | 0 - 44 MB | NPU
112
- | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.282 ms | 0 - 43 MB | NPU
113
- | OSNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.264 ms | 0 - 44 MB | NPU
114
- | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.016 ms | 0 - 43 MB | NPU
115
- | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.282 ms | 0 - 43 MB | NPU
116
  | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.23 ms | 0 - 45 MB | NPU
117
- | OSNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.538 ms | 0 - 44 MB | NPU
118
- | OSNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.722 ms | 0 - 59 MB | NPU
119
- | OSNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.034 ms | 0 - 63 MB | NPU
120
- | OSNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.468 ms | 0 - 8 MB | NPU
121
- | OSNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 4.587 ms | 0 - 45 MB | NPU
122
- | OSNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.105 ms | 0 - 2 MB | NPU
123
- | OSNet | TFLITE | float | Qualcomm® SA8775P | 1.757 ms | 0 - 48 MB | NPU
124
- | OSNet | TFLITE | float | Qualcomm® SA8650P | 1.757 ms | 0 - 48 MB | NPU
125
- | OSNet | TFLITE | float | Qualcomm® SA8255P | 1.757 ms | 0 - 48 MB | NPU
126
- | OSNet | TFLITE | float | Qualcomm® QCS8450 | 2.034 ms | 0 - 63 MB | NPU
127
- | OSNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.57 ms | 0 - 7 MB | NPU
128
- | OSNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.537 ms | 0 - 44 MB | NPU
129
- | OSNet | TFLITE | float | Qualcomm® SA7255P | 4.587 ms | 0 - 45 MB | NPU
130
- | OSNet | TFLITE | float | Qualcomm® SA8295P | 2.263 ms | 0 - 39 MB | NPU
131
- | OSNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.537 ms | 0 - 44 MB | NPU
132
- | OSNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.443 ms | 0 - 45 MB | NPU
133
- | OSNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.315 ms | 0 - 52 MB | NPU
134
  | OSNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.588 ms | 0 - 59 MB | NPU
135
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.429 ms | 0 - 12 MB | NPU
136
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.492 ms | 0 - 5 MB | NPU
137
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.142 ms | 0 - 41 MB | NPU
138
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.442 ms | 0 - 73 MB | NPU
139
- | OSNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.691 ms | 0 - 44 MB | NPU
140
- | OSNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.691 ms | 0 - 44 MB | NPU
141
- | OSNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.691 ms | 0 - 44 MB | NPU
142
  | OSNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.588 ms | 0 - 59 MB | NPU
143
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.551 ms | 0 - 5 MB | NPU
144
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.546 ms | 0 - 40 MB | NPU
145
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.914 ms | 0 - 42 MB | NPU
146
- | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.257 ms | 0 - 40 MB | NPU
147
- | OSNet | TFLITE | w8a8 | Qualcomm® SA7255P | 1.142 ms | 0 - 41 MB | NPU
148
  | OSNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.922 ms | 0 - 40 MB | NPU
149
- | OSNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.257 ms | 0 - 40 MB | NPU
150
- | OSNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.215 ms | 0 - 43 MB | NPU
151
- | OSNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.914 ms | 0 - 42 MB | NPU
152
 
153
  ## License
154
  * The license for the original implementation of OSNet can be found
 
16
  OSNet is a compact convolutional architecture for person re-identification. It extracts discriminative embeddings that can be compared with cosine similarity for person matching across camera views.
17
 
18
  This is based on the implementation of OSNet found [here](https://github.com/KaiyangZhou/deep-person-reid).
19
+ 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/v0.62.0/src/qai_hub_models/models/osnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
20
 
21
  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.
22
 
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | 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/osnet/releases/v0.62.0/osnet-onnx-float.zip)
33
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-onnx-w8a8.zip)
34
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-qnn_dlc-float.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[OSNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/osnet)**.
40
 
41
 
42
  ### Option 2: Export with Custom Configurations
43
 
44
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/osnet) Python library to compile and export the model with your own:
45
  - Custom weights (e.g., fine-tuned checkpoints)
46
  - Custom input shapes
47
  - Target device and runtime configurations
48
 
49
  This option is ideal if you need to customize the model beyond the default configuration provided here.
50
 
51
+ See our repository for [OSNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/osnet) for usage instructions.
52
 
53
  ## Model Details
54
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | OSNet | ONNX | float | Snapdragon® X2 Elite | 0.515 ms | 1 - 1 MB | NPU
68
+ | OSNet | ONNX | float | Snapdragon® X Elite | 0.928 ms | 0 - 0 MB | NPU
69
+ | OSNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.614 ms | 0 - 70 MB | NPU
70
+ | OSNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.593 ms | 0 - 68 MB | NPU
71
+ | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.41 ms | 0 - 4 MB | NPU
72
+ | OSNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.892 ms | 0 - 6 MB | NPU
73
+ | OSNet | ONNX | float | Qualcomm® QCS8450 | 1.593 ms | 0 - 68 MB | NPU
74
+ | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.392 ms | 0 - 3 MB | NPU
75
+ | OSNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.928 ms | 0 - 0 MB | NPU
76
+ | OSNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.487 ms | 0 - 50 MB | NPU
77
+ | OSNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.487 ms | 0 - 50 MB | NPU
78
+ | OSNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.455 ms | 0 - 54 MB | NPU
79
+ | OSNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.278 ms | 1 - 1 MB | NPU
80
+ | OSNet | ONNX | w8a8 | Snapdragon® X Elite | 0.556 ms | 0 - 0 MB | NPU
81
+ | OSNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.38 ms | 0 - 75 MB | NPU
82
+ | OSNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.704 ms | 0 - 75 MB | NPU
83
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.908 ms | 0 - 3 MB | NPU
84
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.628 ms | 0 - 4 MB | NPU
85
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.553 ms | 0 - 5 MB | NPU
86
+ | OSNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.704 ms | 0 - 75 MB | NPU
87
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.673 ms | 0 - 3 MB | NPU
88
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.556 ms | 0 - 0 MB | NPU
89
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.858 ms | 0 - 57 MB | NPU
90
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.589 ms | 0 - 58 MB | NPU
91
+ | OSNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.335 ms | 0 - 62 MB | NPU
92
+ | OSNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.335 ms | 0 - 62 MB | NPU
93
+ | OSNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.289 ms | 0 - 64 MB | NPU
94
+ | OSNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.589 ms | 0 - 58 MB | NPU
95
+ | OSNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.666 ms | 0 - 0 MB | NPU
96
+ | OSNet | QNN_DLC | float | Snapdragon® X Elite | 1.233 ms | 0 - 0 MB | NPU
97
+ | OSNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.703 ms | 0 - 59 MB | NPU
98
+ | OSNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 2.02 ms | 0 - 62 MB | NPU
99
+ | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.445 ms | 0 - 3 MB | NPU
100
+ | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.037 ms | 0 - 2 MB | NPU
101
+ | OSNet | QNN_DLC | float | Qualcomm® SA8775P | 1.688 ms | 0 - 46 MB | NPU
102
+ | OSNet | QNN_DLC | float | Qualcomm® SA8650P | 1.688 ms | 0 - 46 MB | NPU
103
+ | OSNet | QNN_DLC | float | Qualcomm® SA8255P | 1.688 ms | 0 - 46 MB | NPU
104
+ | OSNet | QNN_DLC | float | Qualcomm® QCS8450 | 2.02 ms | 0 - 62 MB | NPU
105
+ | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.487 ms | 0 - 2 MB | NPU
106
+ | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.233 ms | 0 - 0 MB | NPU
107
+ | OSNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.532 ms | 0 - 44 MB | NPU
108
+ | OSNet | QNN_DLC | float | Qualcomm® SA7255P | 4.556 ms | 0 - 43 MB | NPU
109
+ | OSNet | QNN_DLC | float | Qualcomm® SA8295P | 2.195 ms | 0 - 40 MB | NPU
110
+ | OSNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.532 ms | 0 - 44 MB | NPU
111
+ | OSNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.434 ms | 0 - 46 MB | NPU
112
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.35 ms | 0 - 0 MB | NPU
113
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.657 ms | 0 - 0 MB | NPU
114
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.362 ms | 0 - 56 MB | NPU
115
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.677 ms | 0 - 60 MB | NPU
116
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.488 ms | 0 - 2 MB | NPU
117
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.595 ms | 0 - 3 MB | NPU
118
  | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.533 ms | 0 - 2 MB | NPU
119
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.739 ms | 0 - 48 MB | NPU
120
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.739 ms | 0 - 48 MB | NPU
121
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.739 ms | 0 - 48 MB | NPU
122
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.677 ms | 0 - 60 MB | NPU
123
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.615 ms | 2 - 4 MB | NPU
124
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.657 ms | 0 - 0 MB | NPU
125
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.8 ms | 0 - 41 MB | NPU
126
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.536 ms | 0 - 43 MB | NPU
127
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.287 ms | 0 - 43 MB | NPU
128
+ | OSNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.995 ms | 0 - 43 MB | NPU
129
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.287 ms | 0 - 43 MB | NPU
 
130
  | OSNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.23 ms | 0 - 45 MB | NPU
131
+ | OSNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.536 ms | 0 - 43 MB | NPU
132
+ | OSNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.717 ms | 0 - 59 MB | NPU
133
+ | OSNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.035 ms | 0 - 62 MB | NPU
134
+ | OSNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.466 ms | 0 - 8 MB | NPU
135
+ | OSNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.108 ms | 0 - 2 MB | NPU
136
+ | OSNet | TFLITE | float | Qualcomm® SA8775P | 1.755 ms | 0 - 49 MB | NPU
137
+ | OSNet | TFLITE | float | Qualcomm® SA8650P | 1.755 ms | 0 - 49 MB | NPU
138
+ | OSNet | TFLITE | float | Qualcomm® SA8255P | 1.755 ms | 0 - 49 MB | NPU
139
+ | OSNet | TFLITE | float | Qualcomm® QCS8450 | 2.035 ms | 0 - 62 MB | NPU
140
+ | OSNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.566 ms | 0 - 7 MB | NPU
141
+ | OSNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.536 ms | 0 - 43 MB | NPU
142
+ | OSNet | TFLITE | float | Qualcomm® SA7255P | 4.57 ms | 0 - 45 MB | NPU
143
+ | OSNet | TFLITE | float | Qualcomm® SA8295P | 2.235 ms | 0 - 39 MB | NPU
144
+ | OSNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.536 ms | 0 - 43 MB | NPU
145
+ | OSNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 45 MB | NPU
146
+ | OSNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.312 ms | 0 - 55 MB | NPU
 
147
  | OSNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.588 ms | 0 - 59 MB | NPU
148
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.282 ms | 0 - 12 MB | NPU
149
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.489 ms | 0 - 5 MB | NPU
150
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.445 ms | 0 - 5 MB | NPU
151
+ | OSNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.675 ms | 0 - 44 MB | NPU
152
+ | OSNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.675 ms | 0 - 44 MB | NPU
153
+ | OSNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.675 ms | 0 - 44 MB | NPU
 
154
  | OSNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.588 ms | 0 - 59 MB | NPU
155
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.534 ms | 0 - 5 MB | NPU
156
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.494 ms | 0 - 40 MB | NPU
157
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.912 ms | 0 - 42 MB | NPU
158
+ | OSNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.257 ms | 0 - 45 MB | NPU
159
+ | OSNet | TFLITE | w8a8 | Qualcomm® SA7255P | 1.145 ms | 0 - 41 MB | NPU
160
  | OSNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.922 ms | 0 - 40 MB | NPU
161
+ | OSNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.257 ms | 0 - 45 MB | NPU
162
+ | OSNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.215 ms | 0 - 42 MB | NPU
163
+ | OSNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.912 ms | 0 - 42 MB | NPU
164
 
165
  ## License
166
  * The license for the original implementation of OSNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,35 +8,42 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-onnx-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/osnet/releases/v0.61.0/osnet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-tflite-float.zip"
24
  }
25
  }
26
  },
27
  "w8a8": {
28
  "universal_assets": {
 
 
 
 
 
 
 
29
  "qnn_dlc": {
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327"
32
  },
33
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-qnn_dlc-w8a8.zip"
34
  },
35
  "tflite": {
36
  "tool_versions": {
37
  "qairt": "2.45.0.260326154327"
38
  },
39
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.61.0/osnet-tflite-w8a8.zip"
40
  }
41
  }
42
  }
 
1
  {
2
+ "version": "0.62.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-onnx-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/osnet/releases/v0.62.0/osnet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-tflite-float.zip"
24
  }
25
  }
26
  },
27
  "w8a8": {
28
  "universal_assets": {
29
+ "onnx": {
30
+ "tool_versions": {
31
+ "qairt": "2.45.0.260326154327",
32
+ "onnx_runtime": "1.27.1"
33
+ },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-onnx-w8a8.zip"
35
+ },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/osnet/releases/v0.62.0/osnet-tflite-w8a8.zip"
47
  }
48
  }
49
  }