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RegNet

Image Classification
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

Files changed (2) hide show
  1. README.md +98 -99
  2. release_assets.json +9 -9
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-classification
15
  RegNet is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
16
 
17
  This is based on the implementation of RegNet found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/regnet.py).
18
- 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/v0.63.0/src/qai_hub_models/models/regnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  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.
21
 
@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[RegNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/regnet)**.
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/v0.63.0/src/qai_hub_models/models/regnet) 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 [RegNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/regnet) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -63,97 +63,96 @@ See our repository for [RegNet on GitHub](https://github.com/qualcomm/ai-hub-mod
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | RegNet | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.832 ms | 0 - 80 MB | NPU
67
- | RegNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.989 ms | 0 - 80 MB | NPU
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- | RegNet | ONNX | float | Snapdragon® X2 Elite | 0.891 ms | 2 - 2 MB | NPU
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- | RegNet | ONNX | float | Snapdragon® X Elite | 1.763 ms | 39 - 39 MB | NPU
70
- | RegNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.202 ms | 0 - 131 MB | NPU
71
- | RegNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.576 ms | 0 - 121 MB | NPU
72
- | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 3.026 ms | 0 - 5 MB | NPU
73
- | RegNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.736 ms | 0 - 41 MB | NPU
74
- | RegNet | ONNX | float | Qualcomm® QCS8450 | 2.576 ms | 0 - 121 MB | NPU
75
- | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 2.81 ms | 0 - 4 MB | NPU
76
- | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.763 ms | 39 - 39 MB | NPU
77
- | RegNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.989 ms | 0 - 80 MB | NPU
78
- | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.517 ms | 0 - 94 MB | NPU
79
- | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.553 ms | 0 - 93 MB | NPU
80
- | RegNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.435 ms | 1 - 1 MB | NPU
81
- | RegNet | ONNX | w8a8 | Snapdragon® X Elite | 0.923 ms | 21 - 21 MB | NPU
82
- | RegNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.652 ms | 0 - 142 MB | NPU
83
- | RegNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.117 ms | 0 - 138 MB | NPU
84
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.629 ms | 0 - 3 MB | NPU
85
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.021 ms | 0 - 4 MB | NPU
86
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.893 ms | 0 - 26 MB | NPU
87
- | RegNet | ONNX | w8a8 | Qualcomm® QCS8450 | 1.117 ms | 0 - 138 MB | NPU
88
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.154 ms | 0 - 3 MB | NPU
89
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.923 ms | 21 - 21 MB | NPU
90
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 7.129 ms | 0 - 201 MB | NPU
91
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.094 ms | 0 - 90 MB | NPU
92
- | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.553 ms | 0 - 93 MB | NPU
93
- | RegNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.094 ms | 0 - 90 MB | NPU
94
- | RegNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.906 ms | 1 - 81 MB | NPU
95
- | RegNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.101 ms | 0 - 77 MB | NPU
96
- | RegNet | QNN_DLC | float | Snapdragon® X2 Elite | 1.234 ms | 1 - 1 MB | NPU
97
- | RegNet | QNN_DLC | float | Snapdragon® X Elite | 2.254 ms | 1 - 1 MB | NPU
98
- | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.404 ms | 0 - 128 MB | NPU
99
- | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.352 ms | 0 - 122 MB | NPU
100
- | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.178 ms | 1 - 4 MB | NPU
101
- | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.043 ms | 1 - 2 MB | NPU
102
- | RegNet | QNN_DLC | float | Qualcomm® QCS8450 | 3.352 ms | 0 - 122 MB | NPU
 
 
 
103
  | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.024 ms | 1 - 3 MB | NPU
104
- | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.254 ms | 1 - 1 MB | NPU
105
- | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.101 ms | 0 - 77 MB | NPU
106
- | RegNet | QNN_DLC | float | Qualcomm® SA8295P | 3.336 ms | 0 - 65 MB | NPU
107
- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.444 ms | 0 - 85 MB | NPU
108
- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.479 ms | 0 - 87 MB | NPU
109
- | RegNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.537 ms | 0 - 0 MB | NPU
110
- | RegNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.044 ms | 0 - 0 MB | NPU
111
- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.625 ms | 0 - 116 MB | NPU
112
- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.099 ms | 0 - 115 MB | NPU
113
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.679 ms | 2 - 4 MB | NPU
114
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.948 ms | 0 - 3 MB | NPU
115
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.87 ms | 0 - 2 MB | NPU
116
- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.099 ms | 0 - 115 MB | NPU
117
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.107 ms | 0 - 2 MB | NPU
118
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.044 ms | 0 - 0 MB | NPU
119
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 7.436 ms | 0 - 195 MB | NPU
120
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.166 ms | 0 - 83 MB | NPU
121
- | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.479 ms | 0 - 87 MB | NPU
122
- | RegNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.221 ms | 0 - 84 MB | NPU
123
- | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.463 ms | 0 - 82 MB | NPU
124
- | RegNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.166 ms | 0 - 83 MB | NPU
125
- | RegNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.901 ms | 0 - 99 MB | NPU
126
- | RegNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.094 ms | 0 - 99 MB | NPU
127
- | RegNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.39 ms | 4 - 158 MB | NPU
128
- | RegNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.294 ms | 0 - 144 MB | NPU
129
- | RegNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.17 ms | 0 - 43 MB | NPU
130
- | RegNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.018 ms | 0 - 2 MB | NPU
131
- | RegNet | TFLITE | float | Qualcomm® SA8775P | 14.662 ms | 0 - 28 MB | GPU
132
- | RegNet | TFLITE | float | Qualcomm® SA8650P | 14.662 ms | 0 - 28 MB | GPU
133
- | RegNet | TFLITE | float | Qualcomm® SA8255P | 14.662 ms | 0 - 28 MB | GPU
134
- | RegNet | TFLITE | float | Qualcomm® QCS8450 | 3.294 ms | 0 - 144 MB | NPU
135
- | RegNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.031 ms | 0 - 42 MB | NPU
136
- | RegNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.094 ms | 0 - 99 MB | NPU
137
- | RegNet | TFLITE | float | Qualcomm® SA7255P | 9.849 ms | 0 - 93 MB | NPU
138
- | RegNet | TFLITE | float | Qualcomm® SA8295P | 3.324 ms | 0 - 77 MB | NPU
139
- | RegNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.392 ms | 0 - 76 MB | NPU
140
- | RegNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.432 ms | 0 - 83 MB | NPU
141
- | RegNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.507 ms | 0 - 114 MB | NPU
142
- | RegNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.922 ms | 0 - 120 MB | NPU
143
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.43 ms | 0 - 22 MB | NPU
144
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.809 ms | 0 - 23 MB | NPU
145
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.703 ms | 0 - 2 MB | NPU
146
- | RegNet | TFLITE | w8a8 | Qualcomm® SA8775P | 1.068 ms | 0 - 82 MB | NPU
147
- | RegNet | TFLITE | w8a8 | Qualcomm® SA8650P | 1.068 ms | 0 - 82 MB | NPU
148
- | RegNet | TFLITE | w8a8 | Qualcomm® SA8255P | 1.068 ms | 0 - 82 MB | NPU
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- | RegNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.922 ms | 0 - 120 MB | NPU
150
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.916 ms | 0 - 22 MB | NPU
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- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 6.533 ms | 0 - 188 MB | NPU
152
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.979 ms | 0 - 77 MB | NPU
153
- | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.432 ms | 0 - 83 MB | NPU
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- | RegNet | TFLITE | w8a8 | Qualcomm® SA7255P | 1.92 ms | 0 - 79 MB | NPU
155
- | RegNet | TFLITE | w8a8 | Qualcomm® SA8295P | 1.275 ms | 0 - 75 MB | NPU
156
- | RegNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.979 ms | 0 - 77 MB | NPU
157
 
158
  ## License
159
  * The license for the original implementation of RegNet can be found
 
15
  RegNet is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
16
 
17
  This is based on the implementation of RegNet found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/regnet.py).
18
+ 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/v0.64.0/src/qai_hub_models/models/regnet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  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.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[RegNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/regnet)**.
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/v0.64.0/src/qai_hub_models/models/regnet) 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 [RegNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/regnet) for usage instructions.
51
 
52
  ## Model Details
53
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | RegNet | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.841 ms | 0 - 80 MB | NPU
67
+ | RegNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.989 ms | 0 - 78 MB | NPU
68
+ | RegNet | ONNX | float | Snapdragon® X2 Elite | 0.89 ms | 2 - 2 MB | NPU
69
+ | RegNet | ONNX | float | Snapdragon® X Elite | 1.746 ms | 40 - 40 MB | NPU
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+ | RegNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.221 ms | 0 - 130 MB | NPU
71
+ | RegNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.566 ms | 0 - 122 MB | NPU
72
+ | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 3.028 ms | 0 - 5 MB | NPU
73
+ | RegNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.726 ms | 1 - 99 MB | NPU
74
+ | RegNet | ONNX | float | Qualcomm® QCS8450 | 2.566 ms | 0 - 122 MB | NPU
75
+ | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 2.807 ms | 1 - 4 MB | NPU
76
+ | RegNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.746 ms | 40 - 40 MB | NPU
77
+ | RegNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.989 ms | 0 - 78 MB | NPU
78
+ | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.512 ms | 0 - 94 MB | NPU
79
+ | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.545 ms | 0 - 94 MB | NPU
80
+ | RegNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.44 ms | 1 - 1 MB | NPU
81
+ | RegNet | ONNX | w8a8 | Snapdragon® X Elite | 0.896 ms | 21 - 21 MB | NPU
82
+ | RegNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.655 ms | 0 - 142 MB | NPU
83
+ | RegNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.117 ms | 0 - 137 MB | NPU
84
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.676 ms | 0 - 3 MB | NPU
85
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.018 ms | 0 - 4 MB | NPU
86
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.887 ms | 0 - 31 MB | NPU
87
+ | RegNet | ONNX | w8a8 | Qualcomm® QCS8450 | 1.117 ms | 0 - 137 MB | NPU
88
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.153 ms | 0 - 3 MB | NPU
89
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.896 ms | 21 - 21 MB | NPU
90
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 7.115 ms | 0 - 201 MB | NPU
91
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.086 ms | 0 - 90 MB | NPU
92
+ | RegNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.545 ms | 0 - 94 MB | NPU
93
+ | RegNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.086 ms | 0 - 90 MB | NPU
94
+ | RegNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.898 ms | 1 - 78 MB | NPU
95
+ | RegNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.113 ms | 1 - 74 MB | NPU
96
+ | RegNet | QNN_DLC | float | Snapdragon® X2 Elite | 1.201 ms | 1 - 1 MB | NPU
97
+ | RegNet | QNN_DLC | float | Snapdragon® X Elite | 2.284 ms | 1 - 1 MB | NPU
98
+ | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.408 ms | 0 - 129 MB | NPU
99
+ | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.376 ms | 0 - 122 MB | NPU
100
+ | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.17 ms | 1 - 4 MB | NPU
101
+ | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.049 ms | 1 - 2 MB | NPU
102
+ | RegNet | QNN_DLC | float | Qualcomm® SA8775P | 3.202 ms | 1 - 78 MB | NPU
103
+ | RegNet | QNN_DLC | float | Qualcomm® SA8650P | 3.202 ms | 1 - 78 MB | NPU
104
+ | RegNet | QNN_DLC | float | Qualcomm® SA8255P | 3.202 ms | 1 - 78 MB | NPU
105
+ | RegNet | QNN_DLC | float | Qualcomm® QCS8450 | 3.376 ms | 0 - 122 MB | NPU
106
  | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.024 ms | 1 - 3 MB | NPU
107
+ | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.284 ms | 1 - 1 MB | NPU
108
+ | RegNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.113 ms | 1 - 74 MB | NPU
109
+ | RegNet | QNN_DLC | float | Qualcomm® SA7255P | 9.834 ms | 1 - 75 MB | NPU
110
+ | RegNet | QNN_DLC | float | Qualcomm® SA8295P | 3.332 ms | 0 - 65 MB | NPU
111
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.438 ms | 0 - 84 MB | NPU
112
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.478 ms | 0 - 82 MB | NPU
113
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.544 ms | 0 - 0 MB | NPU
114
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.042 ms | 0 - 0 MB | NPU
115
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.637 ms | 0 - 112 MB | NPU
116
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.101 ms | 0 - 116 MB | NPU
117
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.642 ms | 0 - 2 MB | NPU
118
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.965 ms | 0 - 3 MB | NPU
119
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.871 ms | 0 - 2 MB | NPU
120
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.101 ms | 0 - 116 MB | NPU
121
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.108 ms | 2 - 4 MB | NPU
122
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.042 ms | 0 - 0 MB | NPU
123
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 7.409 ms | 0 - 195 MB | NPU
124
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.189 ms | 0 - 83 MB | NPU
125
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.478 ms | 0 - 82 MB | NPU
126
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.239 ms | 0 - 84 MB | NPU
127
+ | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.459 ms | 0 - 81 MB | NPU
128
+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.189 ms | 0 - 83 MB | NPU
129
+ | RegNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.901 ms | 0 - 92 MB | NPU
130
+ | RegNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.103 ms | 0 - 93 MB | NPU
131
+ | RegNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.409 ms | 0 - 155 MB | NPU
132
+ | RegNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.306 ms | 0 - 144 MB | NPU
133
+ | RegNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.168 ms | 0 - 43 MB | NPU
134
+ | RegNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.03 ms | 0 - 3 MB | NPU
135
+ | RegNet | TFLITE | float | Qualcomm® QCS8450 | 3.306 ms | 0 - 144 MB | NPU
136
+ | RegNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.056 ms | 0 - 42 MB | NPU
137
+ | RegNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.103 ms | 0 - 93 MB | NPU
138
+ | RegNet | TFLITE | float | Qualcomm® SA8295P | 3.334 ms | 0 - 77 MB | NPU
139
+ | RegNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.387 ms | 0 - 76 MB | NPU
140
+ | RegNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.42 ms | 0 - 76 MB | NPU
141
+ | RegNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.512 ms | 0 - 114 MB | NPU
142
+ | RegNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.906 ms | 0 - 119 MB | NPU
143
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.427 ms | 0 - 22 MB | NPU
144
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.787 ms | 0 - 23 MB | NPU
145
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.708 ms | 0 - 4 MB | NPU
146
+ | RegNet | TFLITE | w8a8 | Qualcomm® SA8775P | 1.087 ms | 0 - 81 MB | NPU
147
+ | RegNet | TFLITE | w8a8 | Qualcomm® SA8650P | 1.087 ms | 0 - 81 MB | NPU
148
+ | RegNet | TFLITE | w8a8 | Qualcomm® SA8255P | 1.087 ms | 0 - 81 MB | NPU
149
+ | RegNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.906 ms | 0 - 119 MB | NPU
150
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.915 ms | 0 - 22 MB | NPU
151
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 6.55 ms | 0 - 188 MB | NPU
152
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.973 ms | 0 - 77 MB | NPU
153
+ | RegNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.42 ms | 0 - 76 MB | NPU
154
+ | RegNet | TFLITE | w8a8 | Qualcomm® SA8295P | 1.268 ms | 0 - 75 MB | NPU
155
+ | RegNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.973 ms | 0 - 77 MB | NPU
 
 
 
 
156
 
157
  ## License
158
  * The license for the original implementation of RegNet can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
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  {
2
- "version": "0.63.0",
3
  "precisions": {
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  "float": {
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  "universal_assets": {
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
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- "onnx_runtime": "1.27.1"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -29,21 +29,21 @@
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
- "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.50.0.260828221209"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.63.0/regnet-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.64.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
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+ "onnx_runtime": "1.30.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-onnx-float.zip"
12
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-qnn_dlc-float.zip"
18
  },
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-tflite-float.zip"
24
  }
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  }
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  },
 
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-onnx-w8a8.zip"
35
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-qnn_dlc-w8a8.zip"
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  },
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  "tflite": {
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  "qairt": "2.50.0.260828221209"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/regnet/releases/v0.64.0/regnet-tflite-w8a8.zip"
47
  }
48
  }
49
  }