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Inception-v3

Image Classification
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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

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  1. README.md +76 -76
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-classification
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  InceptionNetV3 is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
16
 
17
  This is based on the implementation of Inception-v3 found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/inception.py).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/inception_v3) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.48.0/inception_v3-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/inception_v3) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
- See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/inception_v3) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -63,73 +63,73 @@ See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 0.691 ms | 46 - 46 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.518 ms | 46 - 46 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.051 ms | 0 - 60 MB | NPU
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- | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.483 ms | 0 - 49 MB | NPU
70
- | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.177 ms | 0 - 4 MB | NPU
71
- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.925 ms | 0 - 34 MB | NPU
72
- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.805 ms | 0 - 39 MB | NPU
73
- | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.291 ms | 23 - 23 MB | NPU
74
- | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.729 ms | 23 - 23 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.506 ms | 0 - 95 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 25.099 ms | 10 - 39 MB | CPU
77
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 26 MB | NPU
78
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.746 ms | 0 - 3 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.931 ms | 10 - 19 MB | CPU
80
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.431 ms | 0 - 58 MB | NPU
81
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.066 ms | 10 - 21 MB | CPU
82
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.412 ms | 0 - 57 MB | NPU
83
- | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.78 ms | 1 - 1 MB | NPU
84
- | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.417 ms | 1 - 1 MB | NPU
85
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 57 MB | NPU
86
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.828 ms | 1 - 33 MB | NPU
87
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.368 ms | 1 - 164 MB | NPU
88
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.247 ms | 1 - 35 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.056 ms | 1 - 3 MB | NPU
90
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.348 ms | 0 - 55 MB | NPU
91
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.828 ms | 1 - 33 MB | NPU
92
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.688 ms | 1 - 31 MB | NPU
93
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.879 ms | 1 - 35 MB | NPU
94
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.758 ms | 1 - 37 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.343 ms | 0 - 0 MB | NPU
96
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.661 ms | 0 - 0 MB | NPU
97
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.458 ms | 0 - 73 MB | NPU
98
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.289 ms | 2 - 4 MB | NPU
99
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.548 ms | 0 - 47 MB | NPU
100
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.613 ms | 0 - 111 MB | NPU
101
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.78 ms | 0 - 51 MB | NPU
102
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.625 ms | 2 - 4 MB | NPU
103
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.697 ms | 0 - 50 MB | NPU
104
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.902 ms | 0 - 74 MB | NPU
105
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.548 ms | 0 - 47 MB | NPU
106
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.157 ms | 0 - 46 MB | NPU
107
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.425 ms | 0 - 51 MB | NPU
108
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.978 ms | 0 - 49 MB | NPU
109
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.37 ms | 0 - 51 MB | NPU
110
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.018 ms | 0 - 127 MB | NPU
111
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.849 ms | 0 - 73 MB | NPU
112
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 0 - 132 MB | NPU
113
- | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.265 ms | 0 - 74 MB | NPU
114
- | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.057 ms | 0 - 48 MB | NPU
115
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.35 ms | 0 - 124 MB | NPU
116
- | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.849 ms | 0 - 73 MB | NPU
117
- | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.694 ms | 0 - 70 MB | NPU
118
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.886 ms | 0 - 76 MB | NPU
119
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.758 ms | 0 - 76 MB | NPU
120
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.485 ms | 0 - 75 MB | NPU
121
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.3 ms | 0 - 25 MB | NPU
122
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.677 ms | 0 - 46 MB | NPU
123
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.643 ms | 0 - 1 MB | NPU
124
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.878 ms | 0 - 50 MB | NPU
125
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.704 ms | 0 - 25 MB | NPU
126
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.836 ms | 0 - 50 MB | NPU
127
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.951 ms | 0 - 76 MB | NPU
128
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.677 ms | 0 - 46 MB | NPU
129
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.296 ms | 0 - 45 MB | NPU
130
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.416 ms | 0 - 45 MB | NPU
131
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.023 ms | 0 - 49 MB | NPU
132
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.38 ms | 0 - 49 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of Inception-v3 can be found
 
15
  InceptionNetV3 is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
16
 
17
  This is based on the implementation of Inception-v3 found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/inception.py).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/inception_v3) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.49.1/inception_v3-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/inception_v3) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
+ See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/inception_v3) for usage instructions.
51
 
52
  ## Model Details
53
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.808 ms | 1 - 39 MB | NPU
67
+ | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 0.7 ms | 46 - 46 MB | NPU
68
+ | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.519 ms | 46 - 46 MB | NPU
69
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.05 ms | 0 - 57 MB | NPU
70
+ | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.491 ms | 0 - 227 MB | NPU
71
+ | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.183 ms | 1 - 4 MB | NPU
72
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.925 ms | 0 - 38 MB | NPU
73
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.41 ms | 0 - 57 MB | NPU
74
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.282 ms | 23 - 23 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.719 ms | 23 - 23 MB | NPU
76
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.504 ms | 0 - 90 MB | NPU
77
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 24.943 ms | 8 - 37 MB | CPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 27 MB | NPU
79
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.738 ms | 0 - 3 MB | NPU
80
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.977 ms | 10 - 19 MB | CPU
81
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.432 ms | 0 - 52 MB | NPU
82
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.904 ms | 8 - 19 MB | CPU
83
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.763 ms | 1 - 37 MB | NPU
84
+ | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.802 ms | 1 - 1 MB | NPU
85
+ | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.43 ms | 1 - 1 MB | NPU
86
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.013 ms | 0 - 57 MB | NPU
87
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.849 ms | 1 - 34 MB | NPU
88
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 1 - 145 MB | NPU
89
+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.241 ms | 1 - 35 MB | NPU
90
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.052 ms | 1 - 3 MB | NPU
91
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.346 ms | 0 - 55 MB | NPU
92
+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.849 ms | 1 - 34 MB | NPU
93
+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.689 ms | 0 - 30 MB | NPU
94
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.878 ms | 0 - 34 MB | NPU
95
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.371 ms | 0 - 51 MB | NPU
96
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.356 ms | 0 - 0 MB | NPU
97
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.68 ms | 0 - 0 MB | NPU
98
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.482 ms | 0 - 76 MB | NPU
99
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.241 ms | 2 - 4 MB | NPU
100
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.565 ms | 0 - 47 MB | NPU
101
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.608 ms | 0 - 3 MB | NPU
102
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.784 ms | 0 - 51 MB | NPU
103
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.629 ms | 0 - 2 MB | NPU
104
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.764 ms | 0 - 50 MB | NPU
105
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.895 ms | 0 - 74 MB | NPU
106
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.565 ms | 0 - 47 MB | NPU
107
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.141 ms | 0 - 46 MB | NPU
108
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.404 ms | 0 - 47 MB | NPU
109
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.978 ms | 0 - 50 MB | NPU
110
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.761 ms | 0 - 76 MB | NPU
111
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.018 ms | 0 - 123 MB | NPU
112
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.844 ms | 0 - 73 MB | NPU
113
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.378 ms | 0 - 197 MB | NPU
114
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.258 ms | 0 - 75 MB | NPU
115
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.059 ms | 0 - 48 MB | NPU
116
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.362 ms | 0 - 126 MB | NPU
117
+ | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.844 ms | 0 - 73 MB | NPU
118
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.683 ms | 0 - 70 MB | NPU
119
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.889 ms | 0 - 77 MB | NPU
120
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.373 ms | 0 - 49 MB | NPU
121
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.478 ms | 0 - 74 MB | NPU
122
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.244 ms | 0 - 25 MB | NPU
123
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.629 ms | 0 - 46 MB | NPU
124
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.644 ms | 0 - 1 MB | NPU
125
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.884 ms | 0 - 50 MB | NPU
126
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.705 ms | 0 - 25 MB | NPU
127
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.844 ms | 0 - 50 MB | NPU
128
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.939 ms | 0 - 75 MB | NPU
129
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.629 ms | 0 - 46 MB | NPU
130
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.26 ms | 0 - 45 MB | NPU
131
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 45 MB | NPU
132
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.011 ms | 0 - 49 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of Inception-v3 can be found