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Segformer-Base

Image Segmentation
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android
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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +97 -68
  2. release_assets.json +70 -1
README.md CHANGED
@@ -28,12 +28,14 @@ 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 1.24.3 | [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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@@ -65,68 +67,95 @@ 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 | 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
100
- | 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
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- | 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
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 126.202 ms | 15 - 50 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 19.666 ms | 2 - 177 MB | NPU
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- | 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
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 14.871 ms | 2 - 210 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 19.666 ms | 2 - 177 MB | NPU
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- | 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
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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/v0.51.0/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/v0.51.0/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/v0.51.0/segformer_base-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.51.0/segformer_base-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.51.0/segformer_base-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.51.0/segformer_base-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.51.0/segformer_base-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.51.0/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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  ## 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 | 73.62 ms | 24 - 221 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® X2 Elite | 72.557 ms | 34 - 34 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® X Elite | 112.179 ms | 33 - 33 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.108 ms | 24 - 253 MB | NPU
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+ | Segformer-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 108.047 ms | 19 - 29 MB | NPU
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+ | Segformer-Base | ONNX | float | Qualcomm® QCS9075 | 114.075 ms | 23 - 26 MB | NPU
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+ | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.159 ms | 24 - 216 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.808 ms | 14 - 223 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 6.836 ms | 17 - 17 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® X Elite | 15.324 ms | 18 - 18 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.378 ms | 14 - 259 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 727.393 ms | 379 - 385 MB | CPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.826 ms | 9 - 17 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.306 ms | 12 - 15 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 351.335 ms | 328 - 338 MB | CPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.276 ms | 14 - 218 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.039 ms | 348 - 359 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.595 ms | 9 - 209 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X2 Elite | 4.579 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® X Elite | 11.635 ms | 9 - 9 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.592 ms | 6 - 233 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS6490 | 276.42 ms | 194 - 202 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.974 ms | 5 - 13 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS9075 | 11.571 ms | 7 - 10 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Qualcomm® QCM6690 | 174.222 ms | 193 - 205 MB | CPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.558 ms | 7 - 207 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 158.885 ms | 182 - 194 MB | CPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.766 ms | 3 - 193 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.619 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.813 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.837 ms | 0 - 226 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 49.657 ms | 1 - 191 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.977 ms | 3 - 5 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.459 ms | 1 - 193 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS9075 | 28.521 ms | 3 - 17 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 29.113 ms | 3 - 227 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 49.657 ms | 1 - 191 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 27.459 ms | 0 - 191 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.691 ms | 0 - 196 MB | NPU
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+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.54 ms | 2 - 242 MB | NPU
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+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 11.396 ms | 2 - 2 MB | NPU
111
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 22.917 ms | 2 - 2 MB | NPU
112
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 18.851 ms | 2 - 272 MB | NPU
113
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 36.945 ms | 2 - 232 MB | NPU
114
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 24.394 ms | 2 - 206 MB | NPU
115
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.124 ms | 2 - 233 MB | NPU
116
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 47.083 ms | 0 - 8 MB | NPU
117
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 192.426 ms | 2 - 293 MB | NPU
118
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 36.945 ms | 2 - 232 MB | NPU
119
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.144 ms | 2 - 234 MB | NPU
120
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 46.909 ms | 2 - 262 MB | NPU
121
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.238 ms | 1 - 185 MB | NPU
122
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.61 ms | 1 - 1 MB | NPU
123
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.341 ms | 1 - 1 MB | NPU
124
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.976 ms | 0 - 202 MB | NPU
125
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.599 ms | 1 - 6 MB | NPU
126
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.893 ms | 1 - 178 MB | NPU
127
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.799 ms | 1 - 2 MB | NPU
128
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.405 ms | 1 - 178 MB | NPU
129
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 6.823 ms | 1 - 5 MB | NPU
130
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 36.11 ms | 1 - 206 MB | NPU
131
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 8.655 ms | 0 - 206 MB | NPU
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+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.893 ms | 1 - 178 MB | NPU
133
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.779 ms | 1 - 177 MB | NPU
134
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.846 ms | 0 - 176 MB | NPU
135
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.882 ms | 1 - 183 MB | NPU
136
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.733 ms | 8 - 197 MB | NPU
137
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.964 ms | 9 - 238 MB | NPU
138
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 49.898 ms | 10 - 200 MB | NPU
139
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 23.181 ms | 9 - 41 MB | NPU
140
+ | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.976 ms | 9 - 203 MB | NPU
141
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS9075 | 28.55 ms | 9 - 32 MB | NPU
142
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.259 ms | 9 - 232 MB | NPU
143
+ | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 49.898 ms | 10 - 200 MB | NPU
144
+ | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 27.601 ms | 9 - 201 MB | NPU
145
+ | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.702 ms | 9 - 209 MB | NPU
146
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.821 ms | 2 - 187 MB | NPU
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+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.114 ms | 1 - 210 MB | NPU
148
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 132.872 ms | 15 - 50 MB | NPU
149
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 18.43 ms | 2 - 180 MB | NPU
150
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.253 ms | 2 - 11 MB | NPU
151
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.922 ms | 2 - 182 MB | NPU
152
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS9075 | 10.913 ms | 2 - 12 MB | NPU
153
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCM6690 | 96.225 ms | 13 - 174 MB | NPU
154
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.321 ms | 2 - 213 MB | NPU
155
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 18.43 ms | 2 - 180 MB | NPU
156
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 12.88 ms | 2 - 185 MB | NPU
157
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.786 ms | 2 - 184 MB | NPU
158
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.739 ms | 15 - 60 MB | NPU
159
 
160
  ## License
161
  * The license for the original implementation of Segformer-Base can be found
release_assets.json CHANGED
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