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Segformer-Base

Image Segmentation
PyTorch
real_time
android
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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +68 -70
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,14 +28,12 @@ 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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-onnx-w8a16.zip)
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- | 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/segformer_base/releases/v0.50.1/segformer_base-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-qnn_dlc-w8a16.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/segformer_base/releases/v0.50.1/segformer_base-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/segformer_base/releases/v0.50.1/segformer_base-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/segformer_base/releases/v0.50.1/segformer_base-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Segformer-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/segformer_base)**.
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@@ -67,68 +65,68 @@ 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 Mobile | 73.877 ms | 24 - 220 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® X2 Elite | 72.502 ms | 34 - 34 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® X Elite | 112.259 ms | 33 - 33 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.353 ms | 23 - 254 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 107.751 ms | 19 - 28 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® QCS9075 | 114.137 ms | 23 - 26 MB | NPU
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- | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.124 ms | 22 - 213 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.805 ms | 14 - 222 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 9.176 ms | 17 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® X Elite | 15.314 ms | 18 - 18 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.361 ms | 15 - 250 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 730.684 ms | 379 - 385 MB | CPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.847 ms | 9 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.181 ms | 11 - 14 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 351.933 ms | 328 - 338 MB | CPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.273 ms | 14 - 217 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.644 ms | 315 - 325 MB | CPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.592 ms | 13 - 212 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® X2 Elite | 4.582 ms | 4 - 4 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® X Elite | 11.682 ms | 9 - 9 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.593 ms | 8 - 231 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS6490 | 273.777 ms | 194 - 202 MB | CPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.979 ms | 5 - 12 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS9075 | 11.562 ms | 8 - 11 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Qualcomm® QCM6690 | 174.106 ms | 194 - 205 MB | CPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.553 ms | 7 - 202 MB | NPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 158.066 ms | 196 - 207 MB | CPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 73.91 ms | 3 - 196 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 73.263 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 114.443 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 83.664 ms | 0 - 227 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 214.711 ms | 0 - 182 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 110.03 ms | 3 - 5 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 100.866 ms | 0 - 188 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS9075 | 113.333 ms | 3 - 17 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 122.051 ms | 3 - 225 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 214.711 ms | 0 - 182 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 122.162 ms | 0 - 184 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.95 ms | 0 - 196 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 74.245 ms | 15 - 210 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 83.311 ms | 9 - 236 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 214.83 ms | 0 - 183 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 109.794 ms | 9 - 12 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 101.021 ms | 9 - 197 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS9075 | 113.495 ms | 8 - 31 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 121.944 ms | 10 - 237 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 214.83 ms | 0 - 183 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 122.201 ms | 9 - 194 MB | NPU
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- | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.823 ms | 8 - 199 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.196 ms | 2 - 184 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.232 ms | 1 - 212 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 134.482 ms | 15 - 50 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 23.113 ms | 2 - 175 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 14.084 ms | 2 - 5 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 14.43 ms | 2 - 177 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS9075 | 12.606 ms | 2 - 12 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCM6690 | 155.763 ms | 15 - 177 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 18.766 ms | 2 - 213 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 23.113 ms | 2 - 175 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 17.891 ms | 2 - 179 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.826 ms | 1 - 173 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 46.501 ms | 15 - 175 MB | NPU
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  ## License
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  * The license for the original implementation of Segformer-Base can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.2/segformer_base-tflite-w8a8.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[Segformer-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/segformer_base)**.
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65
  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | Segformer-Base | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 74.11 ms | 24 - 216 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® X2 Elite | 72.551 ms | 34 - 34 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® X Elite | 112.531 ms | 33 - 33 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.136 ms | 25 - 256 MB | NPU
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+ | Segformer-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 108.436 ms | 19 - 28 MB | NPU
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+ | Segformer-Base | ONNX | float | Qualcomm® QCS9075 | 113.253 ms | 23 - 26 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.201 ms | 23 - 214 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.779 ms | 14 - 221 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 6.819 ms | 13 - 13 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X Elite | 15.321 ms | 18 - 18 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.353 ms | 12 - 252 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 742.54 ms | 385 - 391 MB | CPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.858 ms | 9 - 16 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.798 ms | 12 - 15 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 353.439 ms | 333 - 344 MB | CPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.554 ms | 13 - 217 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.687 ms | 366 - 378 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.572 ms | 6 - 202 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X2 Elite | 4.602 ms | 4 - 4 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X Elite | 11.675 ms | 9 - 9 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.597 ms | 6 - 231 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS6490 | 277.259 ms | 194 - 202 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.978 ms | 2 - 13 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS9075 | 11.572 ms | 7 - 10 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCM6690 | 175.328 ms | 195 - 207 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.575 ms | 8 - 204 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 157.633 ms | 128 - 139 MB | CPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 73.829 ms | 3 - 194 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 73.271 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 114.593 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 83.847 ms | 0 - 226 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 210.561 ms | 0 - 185 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 110.179 ms | 3 - 78 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 112.414 ms | 1 - 183 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS9075 | 113.595 ms | 3 - 17 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 122.184 ms | 2 - 223 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 210.561 ms | 0 - 185 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 122.632 ms | 3 - 184 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.571 ms | 3 - 196 MB | NPU
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+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 73.979 ms | 16 - 211 MB | NPU
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+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 82.7 ms | 8 - 235 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 210.505 ms | 10 - 197 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 110.047 ms | 9 - 12 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 112.394 ms | 10 - 194 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® QCS9075 | 112.427 ms | 8 - 30 MB | NPU
113
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 123.061 ms | 0 - 222 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 210.505 ms | 10 - 197 MB | NPU
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+ | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 122.654 ms | 9 - 194 MB | NPU
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+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.914 ms | 9 - 194 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.401 ms | 2 - 185 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.549 ms | 2 - 209 MB | NPU
119
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 126.202 ms | 15 - 50 MB | NPU
120
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 19.666 ms | 2 - 177 MB | NPU
121
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.884 ms | 2 - 6 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 11.475 ms | 2 - 178 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.357 ms | 0 - 10 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCM6690 | 95.908 ms | 13 - 176 MB | NPU
125
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.871 ms | 2 - 210 MB | NPU
126
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 19.666 ms | 2 - 177 MB | NPU
127
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 13.593 ms | 2 - 182 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.53 ms | 0 - 173 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.272 ms | 15 - 63 MB | NPU
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  ## License
132
  * The license for the original implementation of Segformer-Base can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-tflite-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-onnx-float.zip"}}},"w8a16":{"universal_assets":{"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-qnn_dlc-w8a16.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.50.1/segformer_base-onnx-w8a16.zip"}}}}}
 
1
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