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Segformer-Base

Image Segmentation
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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 +132 -127
  2. release_assets.json +12 -12
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-segmentation
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  Segformer Base is a machine learning model that predicts masks and classes of objects in an image.
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  This is based on the implementation of Segformer-Base found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/segformer).
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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/segformer_base) 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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@@ -28,28 +28,28 @@ 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/segformer_base/releases/v0.63.0/segformer_base-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-onnx-w8a16.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/segformer_base/releases/v0.63.0/segformer_base-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/segformer_base/releases/v0.63.0/segformer_base-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-qnn_dlc-w8a16.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/segformer_base/releases/v0.63.0/segformer_base-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/segformer_base/releases/v0.63.0/segformer_base-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/segformer_base/releases/v0.63.0/segformer_base-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[Segformer-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/segformer_base)**.
41
 
42
 
43
  ### Option 2: Export with Custom Configurations
44
 
45
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/segformer_base) Python library to compile and export the model with your own:
46
  - Custom weights (e.g., fine-tuned checkpoints)
47
  - Custom input shapes
48
  - Target device and runtime configurations
49
 
50
  This option is ideal if you need to customize the model beyond the default configuration provided here.
51
 
52
- See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/segformer_base) for usage instructions.
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54
  ## Model Details
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@@ -67,128 +67,133 @@ See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.308 ms | 21 - 203 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.442 ms | 23 - 202 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® X2 Elite | 11.389 ms | 35 - 35 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® X Elite | 21.038 ms | 35 - 35 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.651 ms | 27 - 243 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 23.055 ms | 1 - 220 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 21.639 ms | 22 - 26 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.613 ms | 19 - 26 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® QCS8450 | 23.055 ms | 1 - 220 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.616 ms | 22 - 26 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 21.038 ms | 35 - 35 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 12.442 ms | 23 - 202 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.224 ms | 14 - 214 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.677 ms | 13 - 211 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 5.209 ms | 18 - 18 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® X Elite | 12.98 ms | 17 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 8.944 ms | 12 - 234 MB | NPU
87
- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 14.877 ms | 11 - 239 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 33.724 ms | 13 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 12.606 ms | 11 - 15 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 12.721 ms | 9 - 15 MB | NPU
91
- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8450 | 14.877 ms | 11 - 239 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 12.804 ms | 14 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 12.98 ms | 17 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 67.876 ms | 14 - 235 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 16.822 ms | 13 - 224 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 6.677 ms | 13 - 211 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 16.822 ms | 13 - 224 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.928 ms | 0 - 193 MB | NPU
99
- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.419 ms | 0 - 183 MB | NPU
100
- | Segformer-Base | ONNX | w8a8 | Snapdragon® X2 Elite | 1.965 ms | 9 - 9 MB | NPU
101
- | Segformer-Base | ONNX | w8a8 | Snapdragon® X Elite | 4.992 ms | 5 - 5 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.242 ms | 0 - 211 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 5.786 ms | 6 - 220 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 15.898 ms | 7 - 10 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 4.643 ms | 5 - 10 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.752 ms | 5 - 11 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8450 | 5.786 ms | 6 - 220 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 5.221 ms | 7 - 10 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 4.992 ms | 5 - 5 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 29.698 ms | 0 - 196 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 5.369 ms | 9 - 202 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.419 ms | 0 - 183 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.369 ms | 9 - 202 MB | NPU
114
- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.632 ms | 3 - 187 MB | NPU
115
- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.0 ms | 3 - 183 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.155 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.717 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.296 ms | 3 - 213 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 27.02 ms | 3 - 214 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 23.29 ms | 3 - 18 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.633 ms | 3 - 5 MB | NPU
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  | Segformer-Base | QNN_DLC | float | Qualcomm® SA8650P | 24.435 ms | 0 - 193 MB | NPU
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  | Segformer-Base | QNN_DLC | float | Qualcomm® SA8255P | 24.435 ms | 0 - 193 MB | NPU
124
- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 | 27.02 ms | 3 - 214 MB | NPU
125
- | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 25.685 ms | 3 - 17 MB | NPU
126
- | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.717 ms | 3 - 3 MB | NPU
127
- | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 13.0 ms | 3 - 183 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 30.307 ms | 0 - 176 MB | NPU
129
- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.69 ms | 2 - 188 MB | NPU
130
- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 7.554 ms | 2 - 186 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 6.081 ms | 2 - 2 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 15.119 ms | 2 - 2 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.519 ms | 2 - 212 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 14.185 ms | 1 - 10 MB | NPU
135
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 14.7 ms | 2 - 3 MB | NPU
 
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  | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8650P | 20.163 ms | 2 - 206 MB | NPU
137
  | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8255P | 20.163 ms | 2 - 206 MB | NPU
138
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 15.704 ms | 4 - 12 MB | NPU
139
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 15.119 ms | 2 - 2 MB | NPU
140
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 100.509 ms | 2 - 214 MB | NPU
141
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 17.31 ms | 2 - 198 MB | NPU
142
- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 7.554 ms | 2 - 186 MB | NPU
143
- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 17.31 ms | 2 - 198 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.281 ms | 1 - 177 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.861 ms | 1 - 171 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.629 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.377 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.983 ms | 0 - 192 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 6.833 ms | 0 - 197 MB | NPU
150
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 17.213 ms | 3 - 8 MB | NPU
151
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.514 ms | 1 - 7 MB | NPU
152
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.823 ms | 1 - 3 MB | NPU
153
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.393 ms | 1 - 174 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.393 ms | 1 - 174 MB | NPU
155
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 6.833 ms | 0 - 197 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.206 ms | 1 - 6 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.377 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 32.199 ms | 1 - 184 MB | NPU
159
- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 6.264 ms | 0 - 174 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.861 ms | 1 - 171 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.82 ms | 1 - 172 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.661 ms | 0 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.264 ms | 0 - 174 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.623 ms | 8 - 187 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.053 ms | 9 - 192 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.502 ms | 9 - 214 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 26.952 ms | 10 - 220 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 23.02 ms | 9 - 33 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.581 ms | 9 - 21 MB | NPU
 
 
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  | Segformer-Base | TFLITE | float | Qualcomm® SA8650P | 24.464 ms | 9 - 202 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® SA8255P | 24.464 ms | 9 - 202 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 | 26.952 ms | 10 - 220 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 25.502 ms | 8 - 31 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 13.053 ms | 9 - 192 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 30.399 ms | 9 - 181 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 4.823 ms | 1 - 181 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.86 ms | 2 - 187 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.391 ms | 2 - 200 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 11.817 ms | 2 - 206 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 137.47 ms | 13 - 49 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.0 ms | 2 - 13 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.674 ms | 2 - 6 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8650P | 10.908 ms | 2 - 183 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8255P | 10.908 ms | 2 - 183 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 | 11.817 ms | 2 - 206 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.225 ms | 2 - 13 MB | NPU
187
- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 95.802 ms | 15 - 185 MB | NPU
188
- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 38.936 ms | 13 - 75 MB | NPU
189
- | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 5.86 ms | 2 - 187 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 13.349 ms | 2 - 185 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.936 ms | 13 - 75 MB | NPU
 
 
192
 
193
  ## License
194
  * The license for the original implementation of Segformer-Base can be found
 
15
  Segformer Base is a machine learning model that predicts masks and classes of objects in an image.
16
 
17
  This is based on the implementation of Segformer-Base found [here](https://github.com/huggingface/transformers/tree/main/src/transformers/models/segformer).
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/segformer_base) 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 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-onnx-w8a16.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/segformer_base/releases/v0.64.0/segformer_base-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/segformer_base/releases/v0.64.0/segformer_base-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-qnn_dlc-w8a16.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/segformer_base/releases/v0.64.0/segformer_base-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/segformer_base/releases/v0.64.0/segformer_base-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/segformer_base/releases/v0.64.0/segformer_base-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[Segformer-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/segformer_base)**.
41
 
42
 
43
  ### Option 2: Export with Custom Configurations
44
 
45
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/segformer_base) Python library to compile and export the model with your own:
46
  - Custom weights (e.g., fine-tuned checkpoints)
47
  - Custom input shapes
48
  - Target device and runtime configurations
49
 
50
  This option is ideal if you need to customize the model beyond the default configuration provided here.
51
 
52
+ See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/segformer_base) for usage instructions.
53
 
54
  ## Model Details
55
 
 
67
  ## Performance Summary
68
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
70
+ | Segformer-Base | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.07 ms | 21 - 567 MB | NPU
71
+ | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.769 ms | 21 - 562 MB | NPU
72
+ | Segformer-Base | ONNX | float | Snapdragon® X2 Elite | 13.576 ms | 35 - 35 MB | NPU
73
+ | Segformer-Base | ONNX | float | Snapdragon® X Elite | 26.023 ms | 35 - 35 MB | NPU
74
+ | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.846 ms | 23 - 631 MB | NPU
75
+ | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 27.312 ms | 13 - 619 MB | NPU
76
+ | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 27.293 ms | 22 - 26 MB | NPU
77
+ | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 25.19 ms | 19 - 28 MB | NPU
78
+ | Segformer-Base | ONNX | float | Qualcomm® QCS8450 | 27.312 ms | 13 - 619 MB | NPU
79
+ | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 30.133 ms | 23 - 27 MB | NPU
80
+ | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 26.023 ms | 35 - 35 MB | NPU
81
+ | Segformer-Base | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 14.769 ms | 21 - 562 MB | NPU
82
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.357 ms | 12 - 211 MB | NPU
83
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.656 ms | 13 - 203 MB | NPU
84
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 6.68 ms | 18 - 18 MB | NPU
85
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X Elite | 15.863 ms | 17 - 17 MB | NPU
86
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.163 ms | 12 - 239 MB | NPU
87
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 18.956 ms | 12 - 237 MB | NPU
88
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 60.557 ms | 14 - 17 MB | NPU
89
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 14.901 ms | 11 - 15 MB | NPU
90
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.883 ms | 9 - 15 MB | NPU
91
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8450 | 18.956 ms | 12 - 237 MB | NPU
92
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 16.461 ms | 14 - 18 MB | NPU
93
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 15.863 ms | 17 - 17 MB | NPU
94
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 169.358 ms | 3 - 230 MB | NPU
95
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 24.442 ms | 12 - 221 MB | NPU
96
+ | Segformer-Base | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 8.656 ms | 13 - 203 MB | NPU
97
+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 24.442 ms | 12 - 221 MB | NPU
98
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.972 ms | 0 - 191 MB | NPU
99
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.433 ms | 0 - 182 MB | NPU
100
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X2 Elite | 2.098 ms | 9 - 9 MB | NPU
101
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X Elite | 5.066 ms | 5 - 5 MB | NPU
102
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.296 ms | 0 - 209 MB | NPU
103
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 5.843 ms | 6 - 218 MB | NPU
104
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 17.078 ms | 9 - 12 MB | NPU
105
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 4.717 ms | 5 - 10 MB | NPU
106
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.827 ms | 5 - 12 MB | NPU
107
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8450 | 5.843 ms | 6 - 218 MB | NPU
108
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 5.256 ms | 7 - 10 MB | NPU
109
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 5.066 ms | 5 - 5 MB | NPU
110
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 32.247 ms | 0 - 197 MB | NPU
111
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 5.92 ms | 8 - 201 MB | NPU
112
+ | Segformer-Base | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.433 ms | 0 - 182 MB | NPU
113
+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.92 ms | 8 - 201 MB | NPU
114
+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.626 ms | 3 - 187 MB | NPU
115
+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.051 ms | 0 - 176 MB | NPU
116
+ | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.22 ms | 3 - 3 MB | NPU
117
+ | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.652 ms | 3 - 3 MB | NPU
118
+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.35 ms | 0 - 211 MB | NPU
119
+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 26.857 ms | 3 - 214 MB | NPU
120
+ | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 23.383 ms | 3 - 18 MB | NPU
121
+ | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.619 ms | 3 - 5 MB | NPU
122
  | Segformer-Base | QNN_DLC | float | Qualcomm® SA8650P | 24.435 ms | 0 - 193 MB | NPU
123
  | Segformer-Base | QNN_DLC | float | Qualcomm® SA8255P | 24.435 ms | 0 - 193 MB | NPU
124
+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 | 26.857 ms | 3 - 214 MB | NPU
125
+ | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 25.489 ms | 3 - 17 MB | NPU
126
+ | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.652 ms | 3 - 3 MB | NPU
127
+ | Segformer-Base | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 13.051 ms | 0 - 176 MB | NPU
128
+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 49.156 ms | 0 - 172 MB | NPU
129
+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 30.32 ms | 0 - 171 MB | NPU
130
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.689 ms | 2 - 189 MB | NPU
131
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 7.562 ms | 2 - 185 MB | NPU
132
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 6.394 ms | 2 - 2 MB | NPU
133
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 15.203 ms | 2 - 2 MB | NPU
134
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.516 ms | 2 - 213 MB | NPU
135
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 14.411 ms | 2 - 11 MB | NPU
136
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 14.658 ms | 2 - 3 MB | NPU
137
  | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8650P | 20.163 ms | 2 - 206 MB | NPU
138
  | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8255P | 20.163 ms | 2 - 206 MB | NPU
139
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 15.462 ms | 1 - 9 MB | NPU
140
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 15.203 ms | 2 - 2 MB | NPU
141
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 101.75 ms | 0 - 213 MB | NPU
142
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 17.315 ms | 2 - 198 MB | NPU
143
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 7.562 ms | 2 - 185 MB | NPU
144
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 26.172 ms | 2 - 180 MB | NPU
145
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 17.315 ms | 2 - 198 MB | NPU
146
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.246 ms | 1 - 179 MB | NPU
147
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.823 ms | 1 - 170 MB | NPU
148
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.606 ms | 1 - 1 MB | NPU
149
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.421 ms | 1 - 1 MB | NPU
150
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.964 ms | 0 - 191 MB | NPU
151
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.072 ms | 0 - 195 MB | NPU
152
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 17.181 ms | 2 - 7 MB | NPU
153
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.53 ms | 0 - 6 MB | NPU
154
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.788 ms | 1 - 3 MB | NPU
155
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.413 ms | 1 - 172 MB | NPU
156
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.413 ms | 1 - 172 MB | NPU
157
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.413 ms | 1 - 172 MB | NPU
158
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.072 ms | 0 - 195 MB | NPU
159
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.196 ms | 3 - 8 MB | NPU
160
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.421 ms | 1 - 1 MB | NPU
161
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 27.81 ms | 1 - 183 MB | NPU
162
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 6.288 ms | 1 - 175 MB | NPU
163
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.823 ms | 1 - 170 MB | NPU
164
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.847 ms | 1 - 170 MB | NPU
165
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.627 ms | 1 - 175 MB | NPU
166
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.288 ms | 1 - 175 MB | NPU
167
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.728 ms | 8 - 193 MB | NPU
168
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.17 ms | 9 - 195 MB | NPU
169
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 18.017 ms | 8 - 225 MB | NPU
170
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 31.811 ms | 9 - 227 MB | NPU
171
+ | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 25.248 ms | 9 - 33 MB | NPU
172
+ | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 25.193 ms | 9 - 14 MB | NPU
173
  | Segformer-Base | TFLITE | float | Qualcomm® SA8650P | 24.464 ms | 9 - 202 MB | NPU
174
  | Segformer-Base | TFLITE | float | Qualcomm® SA8255P | 24.464 ms | 9 - 202 MB | NPU
175
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 | 31.811 ms | 9 - 227 MB | NPU
176
+ | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 27.519 ms | 8 - 31 MB | NPU
177
+ | Segformer-Base | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 15.17 ms | 9 - 195 MB | NPU
178
+ | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 52.079 ms | 10 - 187 MB | NPU
179
+ | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 30.787 ms | 9 - 190 MB | NPU
180
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 4.64 ms | 2 - 188 MB | NPU
181
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.454 ms | 2 - 195 MB | NPU
182
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.706 ms | 2 - 202 MB | NPU
183
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.313 ms | 2 - 213 MB | NPU
184
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 128.061 ms | 13 - 49 MB | NPU
185
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 9.111 ms | 2 - 13 MB | NPU
186
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 9.305 ms | 2 - 11 MB | NPU
187
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.058 ms | 2 - 188 MB | NPU
188
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8650P | 10.058 ms | 2 - 188 MB | NPU
189
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8255P | 10.058 ms | 2 - 188 MB | NPU
190
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.313 ms | 2 - 213 MB | NPU
191
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.748 ms | 2 - 13 MB | NPU
192
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 98.048 ms | 13 - 187 MB | NPU
193
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 39.687 ms | 15 - 184 MB | NPU
194
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 5.454 ms | 2 - 195 MB | NPU
195
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 11.843 ms | 2 - 191 MB | NPU
196
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.687 ms | 15 - 184 MB | NPU
197
 
198
  ## License
199
  * The license for the original implementation of Segformer-Base can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
- "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -29,15 +29,15 @@
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
- "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.50.0.260828221209"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -46,21 +46,21 @@
46
  "onnx": {
47
  "tool_versions": {
48
  "qairt": "2.50.0.260828221209",
49
- "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.50.0.260828221209"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.50.0.260828221209"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.63.0/segformer_base-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.64.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-tflite-float.zip"
24
  }
25
  }
26
  },
 
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
46
  "onnx": {
47
  "tool_versions": {
48
  "qairt": "2.50.0.260828221209",
49
+ "onnx_runtime": "1.30.0"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.50.0.260828221209"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.50.0.260828221209"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.64.0/segformer_base-tflite-w8a8.zip"
64
  }
65
  }
66
  }