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Segformer-Base

Image Segmentation
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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +67 -72
  2. release_assets.json +11 -11
README.md CHANGED
@@ -28,14 +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/v0.53.1/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/v0.53.1/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/v0.53.1/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/v0.53.1/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/v0.53.1/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/v0.53.1/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/v0.53.1/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/v0.53.1/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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@@ -74,8 +74,8 @@ See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai
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  | Segformer-Base | ONNX | float | Snapdragon® X Elite | 112.533 ms | 33 - 33 MB | NPU
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  | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.074 ms | 26 - 252 MB | NPU
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  | Segformer-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 108.112 ms | 8 - 15 MB | NPU
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- | Segformer-Base | ONNX | float | Qualcomm® QCS9075 | 112.457 ms | 23 - 26 MB | NPU
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  | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.173 ms | 23 - 218 MB | NPU
 
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.804 ms | 14 - 219 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 8.618 ms | 12 - 216 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 6.869 ms | 13 - 13 MB | NPU
@@ -84,10 +84,10 @@ See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.459 ms | 13 - 253 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 731.41 ms | 381 - 386 MB | CPU
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.896 ms | 9 - 17 MB | NPU
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- | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.743 ms | 12 - 15 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 350.872 ms | 323 - 334 MB | CPU
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- | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.618 ms | 12 - 216 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.13 ms | 373 - 384 MB | CPU
 
 
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.13 ms | 373 - 384 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.581 ms | 7 - 205 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 5.564 ms | 7 - 203 MB | NPU
@@ -98,92 +98,87 @@ See our repository for [Segformer-Base on GitHub](https://github.com/qualcomm/ai
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS6490 | 272.916 ms | 194 - 202 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.964 ms | 5 - 12 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS9075 | 11.775 ms | 6 - 9 MB | NPU
 
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCM6690 | 173.943 ms | 195 - 207 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.564 ms | 7 - 203 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 157.69 ms | 192 - 204 MB | CPU
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- | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 157.69 ms | 192 - 204 MB | CPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.679 ms | 3 - 192 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 13.126 ms | 0 - 197 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.433 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.438 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.438 ms | 3 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.334 ms | 0 - 224 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 48.896 ms | 0 - 189 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.673 ms | 3 - 131 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 1 - 193 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 1 - 193 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 1 - 193 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS9075 | 27.502 ms | 3 - 17 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 29.643 ms | 3 - 227 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 48.896 ms | 0 - 189 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 27.872 ms | 0 - 191 MB | NPU
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- | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.126 ms | 0 - 197 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.699 ms | 2 - 240 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 14.388 ms | 2 - 232 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 11.367 ms | 2 - 2 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 23.164 ms | 2 - 2 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 23.164 ms | 2 - 2 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 19.106 ms | 2 - 270 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 37.703 ms | 2 - 231 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 25.391 ms | 2 - 3 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.552 ms | 2 - 231 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.552 ms | 2 - 231 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.552 ms | 2 - 231 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 45.178 ms | 0 - 8 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 119.188 ms | 2 - 291 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 37.703 ms | 2 - 231 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.388 ms | 2 - 232 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 47.149 ms | 2 - 261 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 47.149 ms | 2 - 261 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.229 ms | 1 - 183 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.836 ms | 0 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.582 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.367 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.367 ms | 1 - 1 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.97 ms | 0 - 200 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.755 ms | 1 - 5 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.861 ms | 1 - 176 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.799 ms | 1 - 16 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.426 ms | 1 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.426 ms | 1 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.426 ms | 1 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 6.785 ms | 1 - 5 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 33.353 ms | 1 - 191 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 8.636 ms | 0 - 200 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.861 ms | 1 - 176 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.823 ms | 0 - 173 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.836 ms | 0 - 175 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.869 ms | 0 - 180 MB | NPU
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- | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.869 ms | 0 - 180 MB | NPU
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  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.675 ms | 8 - 201 MB | NPU
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  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.322 ms | 8 - 210 MB | NPU
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  | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.371 ms | 9 - 237 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 48.921 ms | 10 - 201 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.504 ms | 9 - 21 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® QCS9075 | 27.605 ms | 8 - 30 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.802 ms | 9 - 234 MB | NPU
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  | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 48.921 ms | 10 - 201 MB | NPU
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- | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 27.816 ms | 9 - 202 MB | NPU
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  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.322 ms | 8 - 210 MB | NPU
 
 
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  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.533 ms | 2 - 189 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 5.706 ms | 1 - 185 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.09 ms | 2 - 209 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 106.621 ms | 15 - 50 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 18.263 ms | 2 - 180 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.138 ms | 2 - 4 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS9075 | 10.634 ms | 0 - 10 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCM6690 | 96.12 ms | 15 - 175 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.083 ms | 2 - 215 MB | NPU
 
 
 
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 18.263 ms | 2 - 180 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 12.854 ms | 2 - 187 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.706 ms | 1 - 185 MB | NPU
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- | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.939 ms | 15 - 60 MB | NPU
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  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.939 ms | 15 - 60 MB | NPU
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  ## License
 
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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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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  | Segformer-Base | ONNX | float | Snapdragon® X Elite | 112.533 ms | 33 - 33 MB | NPU
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  | Segformer-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 82.074 ms | 26 - 252 MB | NPU
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  | Segformer-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 108.112 ms | 8 - 15 MB | NPU
 
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  | Segformer-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.173 ms | 23 - 218 MB | NPU
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+ | Segformer-Base | ONNX | float | Qualcomm® QCS9075 | 112.457 ms | 23 - 26 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.804 ms | 14 - 219 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 8.618 ms | 12 - 216 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 6.869 ms | 13 - 13 MB | NPU
 
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.459 ms | 13 - 253 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 731.41 ms | 381 - 386 MB | CPU
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.896 ms | 9 - 17 MB | NPU
 
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  | Segformer-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 350.872 ms | 323 - 334 MB | CPU
 
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.13 ms | 373 - 384 MB | CPU
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+ | Segformer-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 20.743 ms | 12 - 15 MB | NPU
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+ | Segformer-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.618 ms | 12 - 216 MB | NPU
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  | Segformer-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 318.13 ms | 373 - 384 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.581 ms | 7 - 205 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 5.564 ms | 7 - 203 MB | NPU
 
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS6490 | 272.916 ms | 194 - 202 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.964 ms | 5 - 12 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCS9075 | 11.775 ms | 6 - 9 MB | NPU
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+ | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 157.69 ms | 192 - 204 MB | CPU
102
  | Segformer-Base | ONNX | w8a8 | Qualcomm® QCM6690 | 173.943 ms | 195 - 207 MB | CPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.564 ms | 7 - 203 MB | NPU
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  | Segformer-Base | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 157.69 ms | 192 - 204 MB | CPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.66 ms | 3 - 193 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 13.222 ms | 0 - 195 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.518 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.476 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® X Elite | 23.476 ms | 3 - 3 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.38 ms | 0 - 225 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.693 ms | 0 - 5 MB | NPU
112
+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 0 - 192 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 0 - 192 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8775P | 24.41 ms | 0 - 192 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 29.635 ms | 2 - 227 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA7255P | 48.884 ms | 1 - 190 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.222 ms | 0 - 195 MB | NPU
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+ | Segformer-Base | QNN_DLC | float | Qualcomm® SA8295P | 27.91 ms | 0 - 191 MB | NPU
119
+ | Segformer-Base | QNN_DLC | float | Qualcomm® QCS9075 | 28.059 ms | 3 - 17 MB | NPU
120
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.699 ms | 2 - 241 MB | NPU
121
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 14.533 ms | 1 - 232 MB | NPU
122
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 11.355 ms | 2 - 2 MB | NPU
123
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 23.052 ms | 2 - 2 MB | NPU
124
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 23.052 ms | 2 - 2 MB | NPU
125
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 19.0 ms | 2 - 273 MB | NPU
126
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 24.951 ms | 2 - 3 MB | NPU
127
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.503 ms | 2 - 232 MB | NPU
128
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.503 ms | 2 - 232 MB | NPU
129
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 24.503 ms | 2 - 232 MB | NPU
130
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 134.491 ms | 2 - 292 MB | NPU
131
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 47.508 ms | 2 - 261 MB | NPU
132
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 45.252 ms | 4 - 11 MB | NPU
133
+ | Segformer-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 37.609 ms | 2 - 230 MB | NPU
134
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.533 ms | 1 - 232 MB | NPU
135
+ | Segformer-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 47.508 ms | 2 - 261 MB | NPU
136
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.232 ms | 1 - 182 MB | NPU
137
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.835 ms | 0 - 179 MB | NPU
138
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.576 ms | 1 - 1 MB | NPU
139
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.345 ms | 1 - 1 MB | NPU
140
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.345 ms | 1 - 1 MB | NPU
141
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.966 ms | 0 - 199 MB | NPU
142
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.777 ms | 0 - 5 MB | NPU
143
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.79 ms | 1 - 2 MB | NPU
144
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.411 ms | 1 - 175 MB | NPU
145
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.411 ms | 1 - 175 MB | NPU
146
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.411 ms | 1 - 175 MB | NPU
147
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 6.795 ms | 1 - 5 MB | NPU
148
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 8.62 ms | 0 - 203 MB | NPU
149
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.891 ms | 1 - 180 MB | NPU
150
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 33.381 ms | 1 - 190 MB | NPU
151
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.835 ms | 0 - 179 MB | NPU
152
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.849 ms | 1 - 175 MB | NPU
153
+ | Segformer-Base | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.809 ms | 0 - 173 MB | NPU
154
+ | Segformer-Base | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.891 ms | 1 - 180 MB | NPU
 
 
 
 
155
  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.675 ms | 8 - 201 MB | NPU
156
  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite Mobile | 13.322 ms | 8 - 210 MB | NPU
157
  | Segformer-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.371 ms | 9 - 237 MB | NPU
 
158
  | Segformer-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.504 ms | 9 - 21 MB | NPU
159
  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
160
  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
161
  | Segformer-Base | TFLITE | float | Qualcomm® SA8775P | 24.482 ms | 9 - 202 MB | NPU
 
162
  | Segformer-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 29.802 ms | 9 - 234 MB | NPU
163
  | Segformer-Base | TFLITE | float | Qualcomm® SA7255P | 48.921 ms | 10 - 201 MB | NPU
 
164
  | Segformer-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.322 ms | 8 - 210 MB | NPU
165
+ | Segformer-Base | TFLITE | float | Qualcomm® SA8295P | 27.816 ms | 9 - 202 MB | NPU
166
+ | Segformer-Base | TFLITE | float | Qualcomm® QCS9075 | 27.605 ms | 8 - 30 MB | NPU
167
  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.533 ms | 2 - 189 MB | NPU
168
  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 5.706 ms | 1 - 185 MB | NPU
169
  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.09 ms | 2 - 209 MB | NPU
170
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS6490 | 106.621 ms | 15 - 50 MB | NPU
 
171
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 10.138 ms | 2 - 4 MB | NPU
172
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
173
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
174
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8775P | 10.895 ms | 2 - 182 MB | NPU
175
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS9075 | 10.634 ms | 0 - 10 MB | NPU
 
176
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.083 ms | 2 - 215 MB | NPU
177
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.939 ms | 15 - 60 MB | NPU
178
+ | Segformer-Base | TFLITE | w8a8 | Qualcomm® QCM6690 | 96.12 ms | 15 - 175 MB | NPU
179
+ | Segformer-Base | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.706 ms | 1 - 185 MB | NPU
180
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA7255P | 18.263 ms | 2 - 180 MB | NPU
181
  | Segformer-Base | TFLITE | w8a8 | Qualcomm® SA8295P | 12.854 ms | 2 - 187 MB | NPU
 
 
182
  | Segformer-Base | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.939 ms | 15 - 60 MB | NPU
183
 
184
  ## License
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.53.1",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,62 +7,62 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "w8a8": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-tflite-w8a8.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-onnx-w8a8.zip"
42
  }
43
  }
44
  },
45
- "float": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
  "litert": "1.4.3"
51
  },
52
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-tflite-float.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
  "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.24.3"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.53.1/segformer_base-onnx-float.zip"
66
  }
67
  }
68
  }
 
1
  {
2
+ "version": "0.54.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
+ "float": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.3"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-onnx-float.zip"
42
  }
43
  }
44
  },
45
+ "w8a8": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
51
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-tflite-w8a8.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
  "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.24.3"
64
  },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/segformer_base/releases/v0.54.0/segformer_base-onnx-w8a8.zip"
66
  }
67
  }
68
  }