Hugging Face's logo

qualcomm
/
GPUNet

Image Classification
PyTorch
backbone
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
301ebff
·
verified ·
1 Parent(s): e8aa3f9

v0.63.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +138 -143
  2. release_assets.json +17 -17
README.md CHANGED
@@ -16,7 +16,7 @@ pipeline_tag: image-classification
16
  GPUNet 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.
17
 
18
  This is based on the implementation of GPUNet found [here](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Classification/GPUNet).
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/v0.62.2/src/qai_hub_models/models/gpunet) 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
 
@@ -29,28 +29,28 @@ 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/gpunet/releases/v0.62.2/gpunet-onnx-float.zip)
33
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-onnx-w8a16.zip)
34
- | 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/gpunet/releases/v0.62.2/gpunet-onnx-w8a8.zip)
35
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-qnn_dlc-float.zip)
36
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-qnn_dlc-w8a16.zip)
37
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-qnn_dlc-w8a8.zip)
38
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-tflite-float.zip)
39
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-tflite-w8a8.zip)
40
 
41
  For more device-specific assets and performance metrics, visit **[GPUNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gpunet)**.
42
 
43
 
44
  ### Option 2: Export with Custom Configurations
45
 
46
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/gpunet) Python library to compile and export the model with your own:
47
  - Custom weights (e.g., fine-tuned checkpoints)
48
  - Custom input shapes
49
  - Target device and runtime configurations
50
 
51
  This option is ideal if you need to customize the model beyond the default configuration provided here.
52
 
53
- See our repository for [GPUNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/gpunet) for usage instructions.
54
 
55
  ## Model Details
56
 
@@ -66,140 +66,135 @@ See our repository for [GPUNet on GitHub](https://github.com/qualcomm/ai-hub-mod
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
- | GPUNet | ONNX | float | Snapdragon® X2 Elite | 0.476 ms | 2 - 2 MB | NPU
70
- | GPUNet | ONNX | float | Snapdragon® X Elite | 0.977 ms | 25 - 25 MB | NPU
71
- | GPUNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.763 ms | 0 - 61 MB | NPU
72
- | GPUNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.713 ms | 1 - 63 MB | NPU
73
- | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.499 ms | 1 - 4 MB | NPU
74
- | GPUNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.012 ms | 0 - 29 MB | NPU
75
- | GPUNet | ONNX | float | Qualcomm® QCS8450 | 1.713 ms | 1 - 63 MB | NPU
76
- | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.389 ms | 1 - 3 MB | NPU
77
- | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.977 ms | 25 - 25 MB | NPU
78
- | GPUNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.598 ms | 0 - 32 MB | NPU
79
- | GPUNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.598 ms | 0 - 32 MB | NPU
80
- | GPUNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.518 ms | 0 - 33 MB | NPU
81
- | GPUNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.387 ms | 1 - 1 MB | NPU
82
- | GPUNet | ONNX | w8a16 | Snapdragon® X Elite | 0.835 ms | 12 - 12 MB | NPU
83
- | GPUNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.581 ms | 0 - 70 MB | NPU
84
- | GPUNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.118 ms | 0 - 69 MB | NPU
85
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 3.448 ms | 0 - 3 MB | NPU
86
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.874 ms | 0 - 4 MB | NPU
87
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.814 ms | 0 - 16 MB | NPU
88
- | GPUNet | ONNX | w8a16 | Qualcomm® QCS8450 | 1.118 ms | 0 - 69 MB | NPU
89
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.93 ms | 0 - 3 MB | NPU
90
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.835 ms | 12 - 12 MB | NPU
91
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 5.697 ms | 0 - 173 MB | NPU
92
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.056 ms | 0 - 47 MB | NPU
93
- | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.434 ms | 0 - 45 MB | NPU
94
- | GPUNet | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.434 ms | 0 - 45 MB | NPU
95
- | GPUNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.371 ms | 0 - 48 MB | NPU
96
- | GPUNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.056 ms | 0 - 47 MB | NPU
97
- | GPUNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.337 ms | 1 - 1 MB | NPU
98
- | GPUNet | ONNX | w8a8 | Snapdragon® X Elite | 0.6 ms | 12 - 12 MB | NPU
99
- | GPUNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.456 ms | 0 - 67 MB | NPU
100
- | GPUNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.866 ms | 0 - 66 MB | NPU
101
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.117 ms | 0 - 3 MB | NPU
102
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.686 ms | 0 - 4 MB | NPU
103
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.62 ms | 0 - 17 MB | NPU
104
- | GPUNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.866 ms | 0 - 66 MB | NPU
105
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.753 ms | 0 - 3 MB | NPU
106
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.6 ms | 12 - 12 MB | NPU
107
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.29 ms | 0 - 47 MB | NPU
108
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.754 ms | 0 - 45 MB | NPU
109
- | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.388 ms | 0 - 43 MB | NPU
110
- | GPUNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.388 ms | 0 - 43 MB | NPU
111
- | GPUNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.354 ms | 0 - 49 MB | NPU
112
- | GPUNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.754 ms | 0 - 45 MB | NPU
113
- | GPUNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.646 ms | 1 - 1 MB | NPU
114
- | GPUNet | QNN_DLC | float | Snapdragon® X Elite | 1.391 ms | 1 - 1 MB | NPU
115
- | GPUNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.909 ms | 0 - 56 MB | NPU
116
- | GPUNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 2.399 ms | 0 - 63 MB | NPU
117
- | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.631 ms | 1 - 4 MB | NPU
118
- | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.268 ms | 1 - 2 MB | NPU
119
- | GPUNet | QNN_DLC | float | Qualcomm® SA8775P | 1.704 ms | 1 - 33 MB | NPU
120
- | GPUNet | QNN_DLC | float | Qualcomm® SA8650P | 1.704 ms | 1 - 33 MB | NPU
121
- | GPUNet | QNN_DLC | float | Qualcomm® SA8255P | 1.704 ms | 1 - 33 MB | NPU
122
- | GPUNet | QNN_DLC | float | Qualcomm® QCS8450 | 2.399 ms | 0 - 63 MB | NPU
123
- | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.576 ms | 1 - 3 MB | NPU
124
- | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.391 ms | 1 - 1 MB | NPU
125
- | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.703 ms | 1 - 34 MB | NPU
126
- | GPUNet | QNN_DLC | float | Qualcomm® SA7255P | 4.704 ms | 1 - 30 MB | NPU
127
- | GPUNet | QNN_DLC | float | Qualcomm® SA8295P | 2.27 ms | 0 - 32 MB | NPU
128
- | GPUNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.703 ms | 1 - 34 MB | NPU
129
- | GPUNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.573 ms | 1 - 35 MB | NPU
130
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.566 ms | 0 - 0 MB | NPU
131
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.222 ms | 0 - 0 MB | NPU
132
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.765 ms | 0 - 60 MB | NPU
133
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.426 ms | 0 - 64 MB | NPU
134
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 4.299 ms | 2 - 4 MB | NPU
135
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.093 ms | 0 - 3 MB | NPU
136
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.059 ms | 0 - 13 MB | NPU
137
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.282 ms | 0 - 45 MB | NPU
138
  | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.282 ms | 0 - 45 MB | NPU
139
  | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.282 ms | 0 - 45 MB | NPU
140
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 1.426 ms | 0 - 64 MB | NPU
141
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.176 ms | 0 - 2 MB | NPU
142
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.222 ms | 0 - 0 MB | NPU
143
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6.548 ms | 0 - 168 MB | NPU
144
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.296 ms | 0 - 44 MB | NPU
145
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.529 ms | 0 - 47 MB | NPU
146
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.474 ms | 0 - 43 MB | NPU
147
- | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.685 ms | 0 - 41 MB | NPU
148
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.529 ms | 0 - 47 MB | NPU
149
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.441 ms | 0 - 43 MB | NPU
150
- | GPUNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.296 ms | 0 - 44 MB | NPU
151
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.347 ms | 0 - 0 MB | NPU
152
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.711 ms | 0 - 0 MB | NPU
153
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.458 ms | 0 - 57 MB | NPU
154
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.847 ms | 0 - 62 MB | NPU
155
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.249 ms | 2 - 4 MB | NPU
156
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.662 ms | 0 - 3 MB | NPU
157
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.614 ms | 0 - 1 MB | NPU
158
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.805 ms | 0 - 42 MB | NPU
159
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.805 ms | 0 - 42 MB | NPU
160
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.805 ms | 0 - 42 MB | NPU
161
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.847 ms | 0 - 62 MB | NPU
162
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.694 ms | 0 - 2 MB | NPU
163
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.711 ms | 0 - 0 MB | NPU
164
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.534 ms | 0 - 44 MB | NPU
165
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.785 ms | 0 - 40 MB | NPU
166
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.342 ms | 0 - 39 MB | NPU
167
- | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.127 ms | 0 - 38 MB | NPU
168
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.342 ms | 0 - 39 MB | NPU
169
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.291 ms | 0 - 44 MB | NPU
170
- | GPUNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.785 ms | 0 - 40 MB | NPU
171
- | GPUNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.909 ms | 0 - 74 MB | NPU
172
- | GPUNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.389 ms | 0 - 82 MB | NPU
173
- | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.629 ms | 0 - 28 MB | NPU
174
- | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.263 ms | 0 - 29 MB | NPU
175
- | GPUNet | TFLITE | float | Qualcomm® SA8775P | 1.762 ms | 0 - 47 MB | NPU
176
- | GPUNet | TFLITE | float | Qualcomm® SA8650P | 1.762 ms | 0 - 47 MB | NPU
177
- | GPUNet | TFLITE | float | Qualcomm® SA8255P | 1.762 ms | 0 - 47 MB | NPU
178
- | GPUNet | TFLITE | float | Qualcomm® QCS8450 | 2.389 ms | 0 - 82 MB | NPU
179
- | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.608 ms | 0 - 27 MB | NPU
180
- | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.698 ms | 0 - 44 MB | NPU
181
- | GPUNet | TFLITE | float | Qualcomm® SA7255P | 4.722 ms | 0 - 43 MB | NPU
182
- | GPUNet | TFLITE | float | Qualcomm® SA8295P | 2.289 ms | 0 - 44 MB | NPU
183
- | GPUNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.698 ms | 0 - 44 MB | NPU
184
- | GPUNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.565 ms | 0 - 48 MB | NPU
185
- | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.342 ms | 0 - 55 MB | NPU
186
- | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.682 ms | 0 - 62 MB | NPU
187
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.894 ms | 0 - 15 MB | NPU
188
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.542 ms | 0 - 15 MB | NPU
189
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.428 ms | 0 - 2 MB | NPU
190
- | GPUNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.64 ms | 0 - 42 MB | NPU
191
- | GPUNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.64 ms | 0 - 42 MB | NPU
192
- | GPUNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.64 ms | 0 - 42 MB | NPU
193
- | GPUNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.682 ms | 0 - 62 MB | NPU
194
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.523 ms | 0 - 14 MB | NPU
195
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.044 ms | 0 - 40 MB | NPU
196
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.615 ms | 0 - 39 MB | NPU
197
- | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.271 ms | 0 - 37 MB | NPU
198
- | GPUNet | TFLITE | w8a8 | Qualcomm® SA7255P | 19.083 ms | 1 - 25 MB | GPU
199
- | GPUNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.906 ms | 0 - 37 MB | NPU
200
- | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.271 ms | 0 - 37 MB | NPU
201
- | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.242 ms | 0 - 41 MB | NPU
202
- | GPUNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.615 ms | 0 - 39 MB | NPU
203
 
204
  ## License
205
  * The license for the original implementation of GPUNet can be found
 
16
  GPUNet 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.
17
 
18
  This is based on the implementation of GPUNet found [here](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Classification/GPUNet).
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/v0.63.0/src/qai_hub_models/models/gpunet) 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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-onnx-float.zip)
33
+ | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-onnx-w8a16.zip)
34
+ | 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/gpunet/releases/v0.63.0/gpunet-onnx-w8a8.zip)
35
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-float.zip)
36
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-w8a16.zip)
37
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-w8a8.zip)
38
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-tflite-float.zip)
39
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-tflite-w8a8.zip)
40
 
41
  For more device-specific assets and performance metrics, visit **[GPUNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gpunet)**.
42
 
43
 
44
  ### Option 2: Export with Custom Configurations
45
 
46
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/gpunet) Python library to compile and export the model with your own:
47
  - Custom weights (e.g., fine-tuned checkpoints)
48
  - Custom input shapes
49
  - Target device and runtime configurations
50
 
51
  This option is ideal if you need to customize the model beyond the default configuration provided here.
52
 
53
+ See our repository for [GPUNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/gpunet) for usage instructions.
54
 
55
  ## Model Details
56
 
 
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | GPUNet | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.513 ms | 0 - 38 MB | NPU
70
+ | GPUNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.595 ms | 0 - 38 MB | NPU
71
+ | GPUNet | ONNX | float | Snapdragon® X2 Elite | 0.479 ms | 2 - 2 MB | NPU
72
+ | GPUNet | ONNX | float | Snapdragon® X Elite | 0.984 ms | 25 - 25 MB | NPU
73
+ | GPUNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.748 ms | 0 - 60 MB | NPU
74
+ | GPUNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.64 ms | 1 - 68 MB | NPU
75
+ | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.501 ms | 1 - 5 MB | NPU
76
+ | GPUNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.009 ms | 0 - 32 MB | NPU
77
+ | GPUNet | ONNX | float | Qualcomm® QCS8450 | 1.64 ms | 1 - 68 MB | NPU
78
+ | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.388 ms | 1 - 4 MB | NPU
79
+ | GPUNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.984 ms | 25 - 25 MB | NPU
80
+ | GPUNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.595 ms | 0 - 38 MB | NPU
81
+ | GPUNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.372 ms | 0 - 52 MB | NPU
82
+ | GPUNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.43 ms | 0 - 55 MB | NPU
83
+ | GPUNet | ONNX | w8a16 | Snapdragon® X2 Elite | 0.388 ms | 1 - 1 MB | NPU
84
+ | GPUNet | ONNX | w8a16 | Snapdragon® X Elite | 0.841 ms | 13 - 13 MB | NPU
85
+ | GPUNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.595 ms | 0 - 70 MB | NPU
86
+ | GPUNet | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.03 ms | 0 - 74 MB | NPU
87
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.728 ms | 0 - 3 MB | NPU
88
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.895 ms | 0 - 4 MB | NPU
89
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.825 ms | 0 - 16 MB | NPU
90
+ | GPUNet | ONNX | w8a16 | Qualcomm® QCS8450 | 1.03 ms | 0 - 74 MB | NPU
91
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.96 ms | 0 - 3 MB | NPU
92
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.841 ms | 13 - 13 MB | NPU
93
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 5.745 ms | 0 - 168 MB | NPU
94
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.084 ms | 0 - 52 MB | NPU
95
+ | GPUNet | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.43 ms | 0 - 55 MB | NPU
96
+ | GPUNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.084 ms | 0 - 52 MB | NPU
97
+ | GPUNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.361 ms | 0 - 54 MB | NPU
98
+ | GPUNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.391 ms | 0 - 52 MB | NPU
99
+ | GPUNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.3 ms | 1 - 1 MB | NPU
100
+ | GPUNet | ONNX | w8a8 | Snapdragon® X Elite | 0.584 ms | 12 - 12 MB | NPU
101
+ | GPUNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.458 ms | 0 - 66 MB | NPU
102
+ | GPUNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.759 ms | 0 - 69 MB | NPU
103
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.821 ms | 0 - 3 MB | NPU
104
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.709 ms | 0 - 4 MB | NPU
105
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.612 ms | 0 - 17 MB | NPU
106
+ | GPUNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.759 ms | 0 - 69 MB | NPU
107
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.731 ms | 0 - 3 MB | NPU
108
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.584 ms | 12 - 12 MB | NPU
109
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.243 ms | 0 - 50 MB | NPU
110
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.709 ms | 0 - 49 MB | NPU
111
+ | GPUNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.391 ms | 0 - 52 MB | NPU
112
+ | GPUNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.709 ms | 0 - 49 MB | NPU
113
+ | GPUNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.567 ms | 1 - 36 MB | NPU
114
+ | GPUNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.7 ms | 0 - 34 MB | NPU
115
+ | GPUNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.629 ms | 1 - 1 MB | NPU
116
+ | GPUNet | QNN_DLC | float | Snapdragon® X Elite | 1.389 ms | 1 - 1 MB | NPU
117
+ | GPUNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.903 ms | 0 - 59 MB | NPU
118
+ | GPUNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 2.244 ms | 1 - 68 MB | NPU
119
+ | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.64 ms | 1 - 4 MB | NPU
120
+ | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.284 ms | 1 - 2 MB | NPU
121
+ | GPUNet | QNN_DLC | float | Qualcomm® SA8775P | 1.696 ms | 1 - 39 MB | NPU
122
+ | GPUNet | QNN_DLC | float | Qualcomm® SA8650P | 1.696 ms | 1 - 39 MB | NPU
123
+ | GPUNet | QNN_DLC | float | Qualcomm® SA8255P | 1.696 ms | 1 - 39 MB | NPU
124
+ | GPUNet | QNN_DLC | float | Qualcomm® QCS8450 | 2.244 ms | 1 - 68 MB | NPU
125
+ | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.577 ms | 1 - 3 MB | NPU
126
+ | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.389 ms | 1 - 1 MB | NPU
127
+ | GPUNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.7 ms | 0 - 34 MB | NPU
128
+ | GPUNet | QNN_DLC | float | Qualcomm® SA8295P | 2.151 ms | 0 - 35 MB | NPU
129
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.446 ms | 0 - 47 MB | NPU
130
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.537 ms | 0 - 47 MB | NPU
131
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.56 ms | 0 - 0 MB | NPU
132
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.238 ms | 0 - 0 MB | NPU
133
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.773 ms | 21 - 86 MB | NPU
134
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.29 ms | 0 - 72 MB | NPU
135
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 3.352 ms | 2 - 5 MB | NPU
136
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.088 ms | 0 - 3 MB | NPU
137
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.071 ms | 0 - 2 MB | NPU
138
  | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.282 ms | 0 - 45 MB | NPU
139
  | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.282 ms | 0 - 45 MB | NPU
140
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 1.29 ms | 0 - 72 MB | NPU
141
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.165 ms | 0 - 3 MB | NPU
142
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.238 ms | 0 - 0 MB | NPU
143
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6.484 ms | 0 - 164 MB | NPU
144
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.29 ms | 0 - 48 MB | NPU
145
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.537 ms | 0 - 47 MB | NPU
146
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.459 ms | 0 - 48 MB | NPU
147
+ | GPUNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.564 ms | 0 - 45 MB | NPU
148
+ | GPUNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.29 ms | 0 - 48 MB | NPU
149
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.295 ms | 0 - 46 MB | NPU
150
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.341 ms | 0 - 47 MB | NPU
151
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.4 ms | 0 - 0 MB | NPU
152
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.71 ms | 0 - 0 MB | NPU
153
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.459 ms | 0 - 62 MB | NPU
154
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.753 ms | 0 - 68 MB | NPU
155
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.029 ms | 0 - 2 MB | NPU
156
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.69 ms | 0 - 3 MB | NPU
157
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.603 ms | 0 - 2 MB | NPU
158
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.795 ms | 0 - 46 MB | NPU
159
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.795 ms | 0 - 46 MB | NPU
160
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.795 ms | 0 - 46 MB | NPU
161
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.753 ms | 0 - 68 MB | NPU
162
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.696 ms | 0 - 2 MB | NPU
163
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.71 ms | 0 - 0 MB | NPU
164
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.495 ms | 0 - 46 MB | NPU
165
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.791 ms | 0 - 45 MB | NPU
166
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.341 ms | 0 - 47 MB | NPU
167
+ | GPUNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.982 ms | 0 - 42 MB | NPU
168
+ | GPUNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.791 ms | 0 - 45 MB | NPU
169
+ | GPUNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.56 ms | 0 - 48 MB | NPU
170
+ | GPUNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.702 ms | 0 - 51 MB | NPU
171
+ | GPUNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.909 ms | 0 - 78 MB | NPU
172
+ | GPUNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.231 ms | 0 - 88 MB | NPU
173
+ | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.641 ms | 0 - 28 MB | NPU
174
+ | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.252 ms | 0 - 3 MB | NPU
175
+ | GPUNet | TFLITE | float | Qualcomm® QCS8450 | 2.231 ms | 0 - 88 MB | NPU
176
+ | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.556 ms | 0 - 27 MB | NPU
177
+ | GPUNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.702 ms | 0 - 51 MB | NPU
178
+ | GPUNet | TFLITE | float | Qualcomm® SA7255P | 4.691 ms | 0 - 48 MB | NPU
179
+ | GPUNet | TFLITE | float | Qualcomm® SA8295P | 2.156 ms | 0 - 47 MB | NPU
180
+ | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.235 ms | 0 - 44 MB | NPU
181
+ | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.26 ms | 0 - 41 MB | NPU
182
+ | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.332 ms | 0 - 60 MB | NPU
183
+ | GPUNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.557 ms | 0 - 68 MB | NPU
184
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.493 ms | 0 - 16 MB | NPU
185
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.529 ms | 0 - 15 MB | NPU
186
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.421 ms | 0 - 2 MB | NPU
187
+ | GPUNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.617 ms | 0 - 47 MB | NPU
188
+ | GPUNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.617 ms | 0 - 47 MB | NPU
189
+ | GPUNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.617 ms | 0 - 47 MB | NPU
190
+ | GPUNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.557 ms | 0 - 68 MB | NPU
191
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.515 ms | 0 - 14 MB | NPU
192
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.959 ms | 0 - 44 MB | NPU
193
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.61 ms | 0 - 44 MB | NPU
194
+ | GPUNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.26 ms | 0 - 41 MB | NPU
195
+ | GPUNet | TFLITE | w8a8 | Qualcomm® SA7255P | 1.082 ms | 0 - 44 MB | NPU
196
+ | GPUNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.781 ms | 0 - 41 MB | NPU
197
+ | GPUNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.61 ms | 0 - 44 MB | NPU
 
 
 
 
 
198
 
199
  ## License
200
  * The license for the original implementation of GPUNet can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
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/gpunet/releases/v0.62.2/gpunet-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/gpunet/releases/v0.62.2/gpunet-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/gpunet/releases/v0.62.2/gpunet-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,16 +28,16 @@
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/gpunet/releases/v0.62.2/gpunet-onnx-w8a16.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/gpunet/releases/v0.62.2/gpunet-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -45,22 +45,22 @@
45
  "universal_assets": {
46
  "onnx": {
47
  "tool_versions": {
48
- "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
- "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
- "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.62.2/gpunet-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
+ "qairt": "2.50.0.260828221209",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
+ "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
+ "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
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/gpunet/releases/v0.63.0/gpunet-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
45
  "universal_assets": {
46
  "onnx": {
47
  "tool_versions": {
48
+ "qairt": "2.50.0.260828221209",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
+ "qairt": "2.50.0.260828221209"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
+ "qairt": "2.50.0.260828221209"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gpunet/releases/v0.63.0/gpunet-tflite-w8a8.zip"
64
  }
65
  }
66
  }