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GoogLeNet

Image Classification
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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 +104 -108
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-classification
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  GoogLeNet 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.
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16
  This is based on the implementation of GoogLeNet found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/googlenet.py).
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/v0.61.0/src/qai_hub_models/models/googlenet) 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
 
@@ -27,26 +27,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | 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/googlenet/releases/v0.61.0/googlenet-onnx-float.zip)
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- | 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/googlenet/releases/v0.61.0/googlenet-onnx-w8a8.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/googlenet/releases/v0.61.0/googlenet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.61.0/googlenet-qnn_dlc-w8a8.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/googlenet/releases/v0.61.0/googlenet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.61.0/googlenet-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[GoogLeNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/googlenet)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/googlenet) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [GoogLeNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/googlenet) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,108 +62,104 @@ See our repository for [GoogLeNet on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | GoogLeNet | ONNX | float | Snapdragon® X2 Elite | 0.41 ms | 2 - 2 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® X Elite | 0.864 ms | 13 - 13 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.561 ms | 0 - 50 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.582 ms | 1 - 51 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.534 ms | 1 - 4 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.85 ms | 0 - 87 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® QCS8450 | 1.582 ms | 1 - 51 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.496 ms | 1 - 3 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.864 ms | 13 - 13 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.466 ms | 0 - 31 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.466 ms | 0 - 31 MB | NPU
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  | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.393 ms | 0 - 27 MB | NPU
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  | GoogLeNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.161 ms | 1 - 1 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® X Elite | 0.291 ms | 7 - 7 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.228 ms | 0 - 50 MB | NPU
80
- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.481 ms | 0 - 54 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.294 ms | 0 - 3 MB | NPU
82
- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.416 ms | 0 - 4 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.306 ms | 0 - 9 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.481 ms | 0 - 54 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.429 ms | 0 - 3 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.291 ms | 7 - 7 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.338 ms | 0 - 37 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.352 ms | 0 - 36 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.198 ms | 0 - 34 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.198 ms | 0 - 34 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.188 ms | 0 - 36 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.352 ms | 0 - 36 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.488 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.976 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.562 ms | 0 - 43 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.748 ms | 0 - 47 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.466 ms | 1 - 4 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.973 ms | 1 - 26 MB | NPU
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  | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.813 ms | 1 - 2 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.527 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8650P | 1.527 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8255P | 1.527 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 | 1.748 ms | 0 - 47 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.602 ms | 1 - 3 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.976 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.451 ms | 0 - 27 MB | NPU
107
- | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 4.973 ms | 1 - 26 MB | NPU
108
- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.785 ms | 0 - 25 MB | NPU
109
- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.451 ms | 0 - 27 MB | NPU
110
- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.375 ms | 0 - 28 MB | NPU
111
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.227 ms | 0 - 0 MB | NPU
112
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.335 ms | 0 - 0 MB | NPU
113
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.178 ms | 0 - 44 MB | NPU
114
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.42 ms | 0 - 49 MB | NPU
115
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.157 ms | 0 - 2 MB | NPU
116
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.341 ms | 0 - 3 MB | NPU
117
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.806 ms | 0 - 30 MB | NPU
118
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.249 ms | 0 - 1 MB | NPU
119
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.407 ms | 0 - 31 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.407 ms | 0 - 31 MB | NPU
121
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.407 ms | 0 - 31 MB | NPU
122
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.42 ms | 0 - 49 MB | NPU
123
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.311 ms | 2 - 4 MB | NPU
124
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.335 ms | 0 - 0 MB | NPU
125
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.365 ms | 0 - 32 MB | NPU
126
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.329 ms | 0 - 31 MB | NPU
127
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.154 ms | 0 - 34 MB | NPU
128
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.806 ms | 0 - 30 MB | NPU
129
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.616 ms | 0 - 28 MB | NPU
130
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.154 ms | 0 - 34 MB | NPU
131
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.141 ms | 0 - 29 MB | NPU
132
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 31 MB | NPU
133
- | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.567 ms | 0 - 53 MB | NPU
134
- | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.751 ms | 0 - 59 MB | NPU
135
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.481 ms | 0 - 17 MB | NPU
136
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 4.995 ms | 0 - 33 MB | NPU
137
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.813 ms | 0 - 3 MB | NPU
138
- | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.57 ms | 0 - 36 MB | NPU
139
- | GoogLeNet | TFLITE | float | Qualcomm® SA8650P | 1.57 ms | 0 - 36 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8255P | 1.57 ms | 0 - 36 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 | 1.751 ms | 0 - 59 MB | NPU
142
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.424 ms | 0 - 16 MB | NPU
143
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.456 ms | 0 - 33 MB | NPU
144
- | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 4.995 ms | 0 - 33 MB | NPU
145
- | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.804 ms | 0 - 31 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.456 ms | 0 - 33 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.376 ms | 0 - 36 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.186 ms | 0 - 43 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.415 ms | 0 - 50 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.014 ms | 0 - 8 MB | NPU
151
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.355 ms | 0 - 9 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.834 ms | 0 - 28 MB | NPU
153
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.241 ms | 0 - 1 MB | NPU
154
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.42 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.42 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.42 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.415 ms | 0 - 50 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.334 ms | 0 - 9 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.257 ms | 0 - 29 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.332 ms | 0 - 29 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.159 ms | 0 - 28 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.834 ms | 0 - 28 MB | NPU
163
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.635 ms | 0 - 26 MB | NPU
164
- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.159 ms | 0 - 28 MB | NPU
165
- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.146 ms | 0 - 29 MB | NPU
166
- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.332 ms | 0 - 29 MB | NPU
167
 
168
  ## License
169
  * The license for the original implementation of GoogLeNet can be found
 
14
  GoogLeNet 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.
15
 
16
  This is based on the implementation of GoogLeNet found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/googlenet.py).
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/v0.62.0/src/qai_hub_models/models/googlenet) 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/googlenet/releases/v0.62.0/googlenet-onnx-float.zip)
31
+ | 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/googlenet/releases/v0.62.0/googlenet-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.62.0/googlenet-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.62.0/googlenet-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.62.0/googlenet-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.62.0/googlenet-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[GoogLeNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/googlenet)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/googlenet) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [GoogLeNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/googlenet) for usage instructions.
50
 
51
  ## Model Details
52
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | GoogLeNet | ONNX | float | Snapdragon® X2 Elite | 0.431 ms | 2 - 2 MB | NPU
66
+ | GoogLeNet | ONNX | float | Snapdragon® X Elite | 0.869 ms | 13 - 13 MB | NPU
67
+ | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.561 ms | 0 - 46 MB | NPU
68
+ | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.581 ms | 1 - 51 MB | NPU
69
+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.533 ms | 1 - 4 MB | NPU
70
+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.842 ms | 0 - 81 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® QCS8450 | 1.581 ms | 1 - 51 MB | NPU
72
+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.494 ms | 1 - 3 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.869 ms | 13 - 13 MB | NPU
74
+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.467 ms | 0 - 27 MB | NPU
75
+ | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.467 ms | 0 - 27 MB | NPU
76
  | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.393 ms | 0 - 27 MB | NPU
77
  | GoogLeNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.161 ms | 1 - 1 MB | NPU
78
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® X Elite | 0.293 ms | 7 - 7 MB | NPU
79
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.217 ms | 0 - 56 MB | NPU
80
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.492 ms | 0 - 53 MB | NPU
81
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.185 ms | 0 - 3 MB | NPU
82
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.382 ms | 0 - 4 MB | NPU
83
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.307 ms | 0 - 9 MB | NPU
84
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.492 ms | 0 - 53 MB | NPU
85
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.428 ms | 0 - 3 MB | NPU
86
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.293 ms | 7 - 7 MB | NPU
87
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.314 ms | 0 - 36 MB | NPU
88
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.35 ms | 0 - 36 MB | NPU
89
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.198 ms | 0 - 38 MB | NPU
90
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.198 ms | 0 - 38 MB | NPU
91
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.188 ms | 0 - 35 MB | NPU
92
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.35 ms | 0 - 36 MB | NPU
93
+ | GoogLeNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.501 ms | 1 - 1 MB | NPU
94
+ | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.959 ms | 1 - 1 MB | NPU
95
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.565 ms | 0 - 43 MB | NPU
96
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.75 ms | 0 - 49 MB | NPU
97
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.464 ms | 1 - 4 MB | NPU
 
98
  | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.813 ms | 1 - 2 MB | NPU
99
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.528 ms | 1 - 29 MB | NPU
100
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8650P | 1.528 ms | 1 - 29 MB | NPU
101
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8255P | 1.528 ms | 1 - 29 MB | NPU
102
+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 | 1.75 ms | 0 - 49 MB | NPU
103
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.417 ms | 1 - 3 MB | NPU
104
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.959 ms | 1 - 1 MB | NPU
105
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.454 ms | 0 - 28 MB | NPU
106
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 4.992 ms | 1 - 27 MB | NPU
107
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.787 ms | 1 - 25 MB | NPU
108
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.454 ms | 0 - 28 MB | NPU
109
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.376 ms | 1 - 33 MB | NPU
110
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.221 ms | 0 - 0 MB | NPU
111
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.346 ms | 1 - 1 MB | NPU
112
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.19 ms | 0 - 45 MB | NPU
113
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.416 ms | 0 - 49 MB | NPU
114
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.174 ms | 2 - 4 MB | NPU
115
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.343 ms | 0 - 3 MB | NPU
116
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.246 ms | 0 - 20 MB | NPU
117
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.408 ms | 0 - 31 MB | NPU
118
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.408 ms | 0 - 31 MB | NPU
119
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.408 ms | 0 - 31 MB | NPU
120
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.416 ms | 0 - 49 MB | NPU
121
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.328 ms | 0 - 2 MB | NPU
122
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.346 ms | 1 - 1 MB | NPU
123
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.355 ms | 0 - 32 MB | NPU
124
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.33 ms | 0 - 31 MB | NPU
125
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.156 ms | 0 - 29 MB | NPU
126
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.804 ms | 0 - 29 MB | NPU
127
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.627 ms | 0 - 27 MB | NPU
128
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.156 ms | 0 - 29 MB | NPU
129
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.139 ms | 0 - 29 MB | NPU
130
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.33 ms | 0 - 31 MB | NPU
131
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.562 ms | 0 - 54 MB | NPU
132
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.756 ms | 0 - 60 MB | NPU
133
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.482 ms | 0 - 16 MB | NPU
134
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.821 ms | 0 - 2 MB | NPU
135
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.562 ms | 0 - 35 MB | NPU
136
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8650P | 1.562 ms | 0 - 35 MB | NPU
137
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8255P | 1.562 ms | 0 - 35 MB | NPU
138
+ | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 | 1.756 ms | 0 - 60 MB | NPU
139
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.432 ms | 0 - 16 MB | NPU
140
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.459 ms | 0 - 33 MB | NPU
141
+ | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 5.061 ms | 0 - 33 MB | NPU
142
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.821 ms | 0 - 31 MB | NPU
143
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.459 ms | 0 - 33 MB | NPU
144
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.382 ms | 0 - 34 MB | NPU
145
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.192 ms | 0 - 43 MB | NPU
146
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.424 ms | 0 - 49 MB | NPU
147
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.199 ms | 0 - 8 MB | NPU
148
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.363 ms | 0 - 9 MB | NPU
149
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.241 ms | 0 - 2 MB | NPU
150
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.424 ms | 0 - 30 MB | NPU
151
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.424 ms | 0 - 30 MB | NPU
152
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.424 ms | 0 - 30 MB | NPU
153
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.424 ms | 0 - 49 MB | NPU
154
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.327 ms | 0 - 9 MB | NPU
155
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.248 ms | 0 - 29 MB | NPU
156
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.329 ms | 0 - 29 MB | NPU
157
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.161 ms | 0 - 28 MB | NPU
158
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.835 ms | 0 - 28 MB | NPU
159
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.641 ms | 0 - 26 MB | NPU
160
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.161 ms | 0 - 28 MB | NPU
161
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.145 ms | 0 - 30 MB | NPU
162
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 29 MB | NPU
 
 
 
163
 
164
  ## License
165
  * The license for the original implementation of GoogLeNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
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/googlenet/releases/v0.61.0/googlenet-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/googlenet/releases/v0.61.0/googlenet-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/googlenet/releases/v0.61.0/googlenet-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,19 +31,19 @@
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/googlenet/releases/v0.61.0/googlenet-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/googlenet/releases/v0.61.0/googlenet-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/googlenet/releases/v0.61.0/googlenet-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
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/googlenet/releases/v0.62.0/googlenet-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/googlenet/releases/v0.62.0/googlenet-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/googlenet/releases/v0.62.0/googlenet-tflite-float.zip"
24
  }
25
  }
26
  },
 
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/googlenet/releases/v0.62.0/googlenet-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/googlenet/releases/v0.62.0/googlenet-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/googlenet/releases/v0.62.0/googlenet-tflite-w8a8.zip"
47
  }
48
  }
49
  }