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GoogLeNet

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v0.59.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +97 -100
  2. release_assets.json +15 -17
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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  This is based on the implementation of GoogLeNet found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/googlenet.py).
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- 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/v0.58.0/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).
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  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.
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@@ -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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.58.0/googlenet-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/googlenet/releases/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/src/qai_hub_models/models/googlenet) for usage instructions.
50
 
51
  ## Model Details
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@@ -62,102 +62,99 @@ 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 | 0.409 ms | 2 - 2 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® X Elite | 0.867 ms | 14 - 14 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.567 ms | 1 - 46 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.575 ms | 1 - 50 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.85 ms | 0 - 15 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® QCS8450 | 1.575 ms | 1 - 50 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.394 ms | 0 - 26 MB | NPU
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- | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.467 ms | 0 - 26 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.467 ms | 0 - 26 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.867 ms | 14 - 14 MB | NPU
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- | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.584 ms | 1 - 46 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 | 0.294 ms | 7 - 7 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.225 ms | 0 - 51 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.481 ms | 0 - 53 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.248 ms | 0 - 3 MB | NPU
81
- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.309 ms | 0 - 35 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.481 ms | 0 - 53 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.199 ms | 0 - 34 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.351 ms | 0 - 36 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.185 ms | 0 - 35 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.34 ms | 0 - 37 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.351 ms | 0 - 36 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.199 ms | 0 - 34 MB | NPU
89
- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.294 ms | 7 - 7 MB | NPU
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- | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.438 ms | 0 - 52 MB | NPU
91
- | GoogLeNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.496 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.952 ms | 1 - 1 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.552 ms | 0 - 43 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.75 ms | 0 - 45 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8275 | 5.01 ms | 1 - 26 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.814 ms | 1 - 32 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.54 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8650P | 1.54 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8255P | 1.54 ms | 1 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 | 1.75 ms | 0 - 45 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.376 ms | 1 - 32 MB | NPU
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- | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 5.01 ms | 1 - 26 MB | NPU
103
- | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.452 ms | 1 - 27 MB | NPU
104
- | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.793 ms | 0 - 24 MB | NPU
105
- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.452 ms | 1 - 27 MB | NPU
106
- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.952 ms | 1 - 1 MB | NPU
107
- | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.509 ms | 3 - 5 MB | NPU
108
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.213 ms | 0 - 0 MB | NPU
109
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.334 ms | 0 - 0 MB | NPU
110
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.192 ms | 0 - 45 MB | NPU
111
- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.415 ms | 0 - 50 MB | NPU
112
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.181 ms | 2 - 4 MB | NPU
113
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 0.811 ms | 0 - 30 MB | NPU
114
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.245 ms | 0 - 2 MB | NPU
115
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.412 ms | 0 - 31 MB | NPU
116
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.412 ms | 0 - 31 MB | NPU
117
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.412 ms | 0 - 31 MB | NPU
118
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.415 ms | 0 - 50 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.157 ms | 0 - 30 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.331 ms | 0 - 31 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.145 ms | 0 - 29 MB | NPU
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- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.371 ms | 0 - 33 MB | NPU
123
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.811 ms | 0 - 30 MB | NPU
124
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.617 ms | 0 - 27 MB | NPU
125
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.331 ms | 0 - 31 MB | NPU
126
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.157 ms | 0 - 30 MB | NPU
127
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.334 ms | 0 - 0 MB | NPU
128
- | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.332 ms | 0 - 2 MB | NPU
129
- | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.566 ms | 0 - 53 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.765 ms | 0 - 58 MB | NPU
131
- | GoogLeNet | TFLITE | float | Qualcomm® QCS8275 | 5.048 ms | 0 - 33 MB | NPU
132
- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.817 ms | 0 - 7 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.543 ms | 0 - 35 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8650P | 1.543 ms | 0 - 35 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8255P | 1.543 ms | 0 - 35 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 | 1.765 ms | 0 - 58 MB | NPU
 
 
 
 
 
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  | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.378 ms | 0 - 34 MB | NPU
138
- | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 5.048 ms | 0 - 33 MB | NPU
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- | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.456 ms | 0 - 34 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.808 ms | 0 - 31 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.456 ms | 0 - 34 MB | NPU
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- | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.529 ms | 0 - 16 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.188 ms | 0 - 43 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.412 ms | 0 - 49 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.108 ms | 0 - 8 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.832 ms | 0 - 28 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.245 ms | 0 - 1 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.421 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.421 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.421 ms | 0 - 30 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.412 ms | 0 - 49 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.159 ms | 0 - 28 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 29 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.145 ms | 0 - 28 MB | NPU
155
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.255 ms | 0 - 29 MB | NPU
156
- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.832 ms | 0 - 28 MB | NPU
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- | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.629 ms | 0 - 26 MB | NPU
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  | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.329 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® Dragonwing™ IQ-9075 | 0.348 ms | 0 - 9 MB | NPU
 
 
 
 
161
 
162
  ## License
163
  * 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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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 | 0.408 ms | 2 - 2 MB | NPU
66
+ | GoogLeNet | ONNX | float | Snapdragon® X Elite | 0.866 ms | 13 - 13 MB | NPU
67
+ | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.566 ms | 0 - 50 MB | NPU
68
+ | GoogLeNet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.578 ms | 1 - 51 MB | NPU
69
+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.84 ms | 0 - 15 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® QCS8450 | 1.578 ms | 1 - 51 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.488 ms | 1 - 3 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.866 ms | 13 - 13 MB | NPU
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+ | GoogLeNet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.467 ms | 0 - 31 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.467 ms | 0 - 31 MB | NPU
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+ | GoogLeNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.395 ms | 0 - 26 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® X2 Elite | 0.184 ms | 1 - 1 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® X Elite | 0.296 ms | 7 - 7 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.217 ms | 0 - 52 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.482 ms | 0 - 56 MB | NPU
80
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.295 ms | 0 - 3 MB | NPU
81
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.308 ms | 0 - 9 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Qualcomm® QCS8450 | 0.482 ms | 0 - 56 MB | NPU
83
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.425 ms | 0 - 3 MB | NPU
84
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.296 ms | 7 - 7 MB | NPU
85
+ | GoogLeNet | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.199 ms | 0 - 35 MB | NPU
86
+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.199 ms | 0 - 35 MB | NPU
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+ | GoogLeNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.18 ms | 0 - 34 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.494 ms | 1 - 1 MB | NPU
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+ | GoogLeNet | QNN_DLC | float | Snapdragon® X Elite | 0.978 ms | 1 - 1 MB | NPU
90
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.564 ms | 0 - 47 MB | NPU
91
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.748 ms | 0 - 45 MB | NPU
92
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 5.012 ms | 1 - 26 MB | NPU
93
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.813 ms | 1 - 2 MB | NPU
94
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8775P | 1.545 ms | 1 - 28 MB | NPU
95
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8650P | 1.545 ms | 1 - 28 MB | NPU
96
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8255P | 1.545 ms | 1 - 28 MB | NPU
97
+ | GoogLeNet | QNN_DLC | float | Qualcomm® QCS8450 | 1.748 ms | 0 - 45 MB | NPU
98
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.414 ms | 1 - 3 MB | NPU
99
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.978 ms | 1 - 1 MB | NPU
100
+ | GoogLeNet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.453 ms | 1 - 32 MB | NPU
101
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA7255P | 5.012 ms | 1 - 26 MB | NPU
102
+ | GoogLeNet | QNN_DLC | float | Qualcomm® SA8295P | 1.778 ms | 0 - 24 MB | NPU
103
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.453 ms | 1 - 32 MB | NPU
104
+ | GoogLeNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.379 ms | 0 - 28 MB | NPU
105
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.251 ms | 0 - 0 MB | NPU
106
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.335 ms | 0 - 0 MB | NPU
107
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.175 ms | 0 - 45 MB | NPU
108
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.415 ms | 0 - 51 MB | NPU
109
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.178 ms | 0 - 2 MB | NPU
110
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.818 ms | 0 - 30 MB | NPU
111
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.243 ms | 0 - 7 MB | NPU
 
 
 
112
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.412 ms | 0 - 31 MB | NPU
113
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.412 ms | 0 - 31 MB | NPU
114
  | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.412 ms | 0 - 31 MB | NPU
115
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.415 ms | 0 - 51 MB | NPU
116
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.312 ms | 0 - 2 MB | NPU
117
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.335 ms | 0 - 0 MB | NPU
118
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.369 ms | 0 - 32 MB | NPU
119
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.329 ms | 0 - 31 MB | NPU
120
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.152 ms | 0 - 30 MB | NPU
121
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.818 ms | 0 - 30 MB | NPU
122
+ | GoogLeNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.625 ms | 0 - 27 MB | NPU
123
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.152 ms | 0 - 30 MB | NPU
124
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.143 ms | 0 - 29 MB | NPU
125
+ | GoogLeNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 31 MB | NPU
126
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.567 ms | 0 - 57 MB | NPU
127
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.76 ms | 0 - 62 MB | NPU
128
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 5.029 ms | 0 - 33 MB | NPU
129
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.819 ms | 0 - 6 MB | NPU
130
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8775P | 1.558 ms | 0 - 36 MB | NPU
131
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8650P | 1.558 ms | 0 - 36 MB | NPU
132
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8255P | 1.558 ms | 0 - 36 MB | NPU
133
+ | GoogLeNet | TFLITE | float | Qualcomm® QCS8450 | 1.76 ms | 0 - 62 MB | NPU
134
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.429 ms | 0 - 16 MB | NPU
135
+ | GoogLeNet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.457 ms | 0 - 34 MB | NPU
136
+ | GoogLeNet | TFLITE | float | Qualcomm® SA7255P | 5.029 ms | 0 - 33 MB | NPU
137
+ | GoogLeNet | TFLITE | float | Qualcomm® SA8295P | 1.807 ms | 0 - 31 MB | NPU
138
+ | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.457 ms | 0 - 34 MB | NPU
139
  | GoogLeNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.378 ms | 0 - 34 MB | NPU
140
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.193 ms | 0 - 44 MB | NPU
141
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.416 ms | 0 - 50 MB | NPU
142
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.002 ms | 0 - 8 MB | NPU
143
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.821 ms | 0 - 28 MB | NPU
144
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.235 ms | 0 - 3 MB | NPU
145
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8775P | 0.429 ms | 0 - 30 MB | NPU
146
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8650P | 0.429 ms | 0 - 30 MB | NPU
147
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8255P | 0.429 ms | 0 - 30 MB | NPU
148
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.416 ms | 0 - 50 MB | NPU
149
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.329 ms | 0 - 9 MB | NPU
150
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.252 ms | 0 - 29 MB | NPU
 
 
 
 
 
 
 
 
 
151
  | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.329 ms | 0 - 29 MB | NPU
152
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.156 ms | 0 - 28 MB | NPU
153
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA7255P | 0.821 ms | 0 - 28 MB | NPU
154
+ | GoogLeNet | TFLITE | w8a8 | Qualcomm® SA8295P | 0.615 ms | 0 - 26 MB | NPU
155
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.156 ms | 0 - 28 MB | NPU
156
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.145 ms | 0 - 29 MB | NPU
157
+ | GoogLeNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.329 ms | 0 - 29 MB | NPU
158
 
159
  ## License
160
  * The license for the original implementation of GoogLeNet can be found
release_assets.json CHANGED
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25
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  "w8a8": {
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  "universal_assets": {
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- "tflite": {
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  {
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