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Inception-v4

Image Classification
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v0.64.0

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

Files changed (2) hide show
  1. README.md +107 -103
  2. release_assets.json +9 -9
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-classification
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  InceptionNetV4 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 Inception-v4 found [here](https://huggingface.co/timm/inception_v4.tf_in1k).
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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/v0.63.0/src/qai_hub_models/models/inception_v4) 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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@@ -28,26 +28,26 @@ 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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-onnx-float.zip)
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- | 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/inception_v4/releases/v0.63.0/inception_v4-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v4 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v4)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/inception_v4) 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-v4 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/inception_v4) for usage instructions.
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52
  ## Model Details
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@@ -63,100 +63,104 @@ See our repository for [Inception-v4 on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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- | Inception-v4 | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.923 ms | 0 - 56 MB | NPU
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- | Inception-v4 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.356 ms | 0 - 54 MB | NPU
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- | Inception-v4 | ONNX | float | Snapdragon® X2 Elite | 2.125 ms | 1 - 1 MB | NPU
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- | Inception-v4 | ONNX | float | Snapdragon® X Elite | 3.96 ms | 82 - 82 MB | NPU
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- | Inception-v4 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.961 ms | 0 - 104 MB | NPU
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- | Inception-v4 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.767 ms | 1 - 108 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 8.109 ms | 1 - 6 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.989 ms | 0 - 97 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® QCS8450 | 6.767 ms | 1 - 108 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 7.02 ms | 1 - 5 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.96 ms | 82 - 82 MB | NPU
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- | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.356 ms | 0 - 54 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.699 ms | 0 - 97 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.839 ms | 0 - 96 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.665 ms | 1 - 1 MB | NPU
81
- | Inception-v4 | ONNX | w8a8 | Snapdragon® X Elite | 1.302 ms | 42 - 42 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.96 ms | 0 - 140 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.719 ms | 0 - 142 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 6.14 ms | 0 - 4 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.517 ms | 0 - 5 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.32 ms | 0 - 50 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.719 ms | 0 - 142 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.478 ms | 0 - 4 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.302 ms | 42 - 42 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 26.365 ms | 0 - 212 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.321 ms | 0 - 105 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.839 ms | 0 - 96 MB | NPU
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- | Inception-v4 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.321 ms | 0 - 105 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.839 ms | 1 - 55 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.289 ms | 0 - 47 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® X2 Elite | 2.261 ms | 1 - 1 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® X Elite | 3.956 ms | 1 - 1 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.834 ms | 0 - 101 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.651 ms | 1 - 102 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 7.85 ms | 1 - 5 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.806 ms | 1 - 3 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® SA8775P | 7.056 ms | 1 - 49 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® SA8650P | 7.056 ms | 1 - 49 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® SA8255P | 7.056 ms | 1 - 49 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® QCS8450 | 6.651 ms | 1 - 102 MB | NPU
106
- | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.786 ms | 3 - 6 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.956 ms | 1 - 1 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.289 ms | 0 - 47 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® SA7255P | 27.19 ms | 1 - 47 MB | NPU
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- | Inception-v4 | QNN_DLC | float | Qualcomm® SA8295P | 7.574 ms | 0 - 49 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.698 ms | 0 - 84 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.856 ms | 0 - 83 MB | NPU
113
- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.833 ms | 0 - 0 MB | NPU
114
- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.403 ms | 0 - 0 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.955 ms | 0 - 117 MB | NPU
116
- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.7 ms | 0 - 122 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 6.167 ms | 2 - 5 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.478 ms | 0 - 3 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.317 ms | 0 - 2 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.7 ms | 0 - 122 MB | NPU
121
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.407 ms | 2 - 5 MB | NPU
122
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.403 ms | 0 - 0 MB | NPU
123
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 22.521 ms | 0 - 200 MB | NPU
124
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.292 ms | 0 - 89 MB | NPU
125
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.856 ms | 0 - 83 MB | NPU
126
- | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.473 ms | 0 - 81 MB | NPU
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- | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.292 ms | 0 - 89 MB | NPU
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- | Inception-v4 | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.836 ms | 0 - 112 MB | NPU
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- | Inception-v4 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.287 ms | 0 - 112 MB | NPU
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- | Inception-v4 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.812 ms | 0 - 209 MB | NPU
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- | Inception-v4 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.575 ms | 0 - 213 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 7.86 ms | 0 - 86 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.802 ms | 0 - 2 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® SA8775P | 7.076 ms | 0 - 111 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® SA8650P | 7.076 ms | 0 - 111 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® SA8255P | 7.076 ms | 0 - 111 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® QCS8450 | 6.575 ms | 0 - 213 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.799 ms | 0 - 85 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.287 ms | 0 - 112 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® SA7255P | 27.234 ms | 0 - 109 MB | NPU
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- | Inception-v4 | TFLITE | float | Qualcomm® SA8295P | 7.588 ms | 0 - 113 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.694 ms | 0 - 81 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.837 ms | 0 - 85 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.956 ms | 0 - 115 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.68 ms | 0 - 122 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.842 ms | 0 - 44 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.488 ms | 0 - 45 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.297 ms | 0 - 3 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.581 ms | 0 - 82 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.581 ms | 0 - 82 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.581 ms | 0 - 82 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.68 ms | 0 - 122 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.434 ms | 0 - 44 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 22.165 ms | 0 - 198 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.295 ms | 0 - 85 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.837 ms | 0 - 85 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA7255P | 149.112 ms | 1 - 32 MB | GPU
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- | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.454 ms | 0 - 78 MB | NPU
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- | Inception-v4 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.295 ms | 0 - 85 MB | NPU
 
 
 
 
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161
  ## License
162
  * The license for the original implementation of Inception-v4 can be found
 
15
  InceptionNetV4 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-v4 found [here](https://huggingface.co/timm/inception_v4.tf_in1k).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/inception_v4) 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
 
 
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.64.0/inception_v4-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v4 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v4)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/inception_v4) 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-v4 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/inception_v4) 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-v4 | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.925 ms | 0 - 57 MB | NPU
67
+ | Inception-v4 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.352 ms | 0 - 55 MB | NPU
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+ | Inception-v4 | ONNX | float | Snapdragon® X2 Elite | 2.105 ms | 1 - 1 MB | NPU
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+ | Inception-v4 | ONNX | float | Snapdragon® X Elite | 3.983 ms | 82 - 82 MB | NPU
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+ | Inception-v4 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.963 ms | 0 - 103 MB | NPU
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+ | Inception-v4 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.778 ms | 1 - 109 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 8.118 ms | 1 - 6 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.994 ms | 0 - 97 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® QCS8450 | 6.778 ms | 1 - 109 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 7.017 ms | 1 - 5 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.983 ms | 82 - 82 MB | NPU
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+ | Inception-v4 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.352 ms | 0 - 55 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.7 ms | 0 - 98 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.846 ms | 0 - 95 MB | NPU
80
+ | Inception-v4 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.672 ms | 1 - 1 MB | NPU
81
+ | Inception-v4 | ONNX | w8a8 | Snapdragon® X Elite | 1.296 ms | 42 - 42 MB | NPU
82
+ | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.946 ms | 0 - 139 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.718 ms | 0 - 142 MB | NPU
84
+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 6.073 ms | 0 - 4 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.518 ms | 0 - 5 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.348 ms | 0 - 50 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.718 ms | 0 - 142 MB | NPU
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+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.461 ms | 0 - 4 MB | NPU
89
+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.296 ms | 42 - 42 MB | NPU
90
+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 21.949 ms | 0 - 211 MB | NPU
91
+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.321 ms | 0 - 101 MB | NPU
92
+ | Inception-v4 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.846 ms | 0 - 95 MB | NPU
93
+ | Inception-v4 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.321 ms | 0 - 101 MB | NPU
94
+ | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.837 ms | 1 - 50 MB | NPU
95
+ | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.276 ms | 1 - 48 MB | NPU
96
+ | Inception-v4 | QNN_DLC | float | Snapdragon® X2 Elite | 2.251 ms | 1 - 1 MB | NPU
97
+ | Inception-v4 | QNN_DLC | float | Snapdragon® X Elite | 3.961 ms | 1 - 1 MB | NPU
98
+ | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.822 ms | 0 - 99 MB | NPU
99
+ | Inception-v4 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.589 ms | 1 - 102 MB | NPU
100
+ | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 7.851 ms | 1 - 5 MB | NPU
101
+ | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.797 ms | 1 - 178 MB | NPU
102
+ | Inception-v4 | QNN_DLC | float | Qualcomm® SA8775P | 7.046 ms | 1 - 49 MB | NPU
103
+ | Inception-v4 | QNN_DLC | float | Qualcomm® SA8650P | 7.046 ms | 1 - 49 MB | NPU
104
+ | Inception-v4 | QNN_DLC | float | Qualcomm® SA8255P | 7.046 ms | 1 - 49 MB | NPU
105
+ | Inception-v4 | QNN_DLC | float | Qualcomm® QCS8450 | 6.589 ms | 1 - 102 MB | NPU
106
+ | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.794 ms | 1 - 4 MB | NPU
107
+ | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.961 ms | 1 - 1 MB | NPU
108
+ | Inception-v4 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.276 ms | 1 - 48 MB | NPU
109
+ | Inception-v4 | QNN_DLC | float | Qualcomm® SA7255P | 27.206 ms | 1 - 47 MB | NPU
110
+ | Inception-v4 | QNN_DLC | float | Qualcomm® SA8295P | 7.587 ms | 0 - 49 MB | NPU
111
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.687 ms | 0 - 84 MB | NPU
112
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.843 ms | 0 - 84 MB | NPU
113
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.862 ms | 0 - 0 MB | NPU
114
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.432 ms | 0 - 0 MB | NPU
115
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.945 ms | 0 - 117 MB | NPU
116
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.706 ms | 0 - 122 MB | NPU
117
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 6.023 ms | 2 - 5 MB | NPU
118
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.482 ms | 0 - 3 MB | NPU
119
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.312 ms | 0 - 2 MB | NPU
120
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.565 ms | 0 - 86 MB | NPU
121
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.565 ms | 0 - 86 MB | NPU
122
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.565 ms | 0 - 86 MB | NPU
123
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.706 ms | 0 - 122 MB | NPU
124
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.408 ms | 0 - 3 MB | NPU
125
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.432 ms | 0 - 0 MB | NPU
126
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 24.594 ms | 0 - 200 MB | NPU
127
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.289 ms | 0 - 89 MB | NPU
128
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.843 ms | 0 - 84 MB | NPU
129
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.407 ms | 0 - 83 MB | NPU
130
+ | Inception-v4 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.472 ms | 0 - 81 MB | NPU
131
+ | Inception-v4 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.289 ms | 0 - 89 MB | NPU
132
+ | Inception-v4 | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.836 ms | 0 - 111 MB | NPU
133
+ | Inception-v4 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.281 ms | 0 - 112 MB | NPU
134
+ | Inception-v4 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.837 ms | 0 - 210 MB | NPU
135
+ | Inception-v4 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.586 ms | 0 - 211 MB | NPU
136
+ | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 7.846 ms | 0 - 86 MB | NPU
137
+ | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.809 ms | 0 - 2 MB | NPU
138
+ | Inception-v4 | TFLITE | float | Qualcomm® SA8775P | 7.087 ms | 0 - 111 MB | NPU
139
+ | Inception-v4 | TFLITE | float | Qualcomm® SA8650P | 7.087 ms | 0 - 111 MB | NPU
140
+ | Inception-v4 | TFLITE | float | Qualcomm® SA8255P | 7.087 ms | 0 - 111 MB | NPU
141
+ | Inception-v4 | TFLITE | float | Qualcomm® QCS8450 | 6.586 ms | 0 - 211 MB | NPU
142
+ | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.812 ms | 0 - 85 MB | NPU
143
+ | Inception-v4 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.281 ms | 0 - 112 MB | NPU
144
+ | Inception-v4 | TFLITE | float | Qualcomm® SA7255P | 27.23 ms | 0 - 110 MB | NPU
145
+ | Inception-v4 | TFLITE | float | Qualcomm® SA8295P | 7.593 ms | 0 - 106 MB | NPU
146
+ | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.696 ms | 0 - 81 MB | NPU
147
+ | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.842 ms | 0 - 79 MB | NPU
148
+ | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.948 ms | 0 - 115 MB | NPU
149
+ | Inception-v4 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.68 ms | 0 - 123 MB | NPU
150
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.807 ms | 0 - 44 MB | NPU
151
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.489 ms | 0 - 45 MB | NPU
152
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.289 ms | 0 - 3 MB | NPU
153
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.577 ms | 0 - 82 MB | NPU
154
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.577 ms | 0 - 82 MB | NPU
155
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.577 ms | 0 - 82 MB | NPU
156
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.68 ms | 0 - 123 MB | NPU
157
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.43 ms | 0 - 44 MB | NPU
158
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 25.183 ms | 0 - 198 MB | NPU
159
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 2.293 ms | 0 - 86 MB | NPU
160
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.842 ms | 0 - 79 MB | NPU
161
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA7255P | 4.425 ms | 0 - 80 MB | NPU
162
+ | Inception-v4 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.447 ms | 0 - 77 MB | NPU
163
+ | Inception-v4 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.293 ms | 0 - 86 MB | NPU
164
 
165
  ## License
166
  * The license for the original implementation of Inception-v4 can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
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  {
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- "version": "0.63.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
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- "onnx_runtime": "1.27.1"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-onnx-float.zip"
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-qnn_dlc-float.zip"
18
  },
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-tflite-float.zip"
24
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25
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26
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@@ -29,21 +29,21 @@
29
  "onnx": {
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  "tool_versions": {
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  "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/inception_v4/releases/v0.63.0/inception_v4-onnx-w8a8.zip"
35
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36
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
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  "tool_versions": {
44
  "qairt": "2.50.0.260828221209"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v4/releases/v0.63.0/inception_v4-tflite-w8a8.zip"
47
  }
48
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49
  }
 
1
  {
2
+ "version": "0.64.0",
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  "universal_assets": {
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24
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29
  "onnx": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
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  "qnn_dlc": {
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48
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