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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 +93 -95
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,14 +27,14 @@ 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.1/deeplabv3_plus_mobilenet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DeepLabV3-Plus-MobileNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplabv3_plus_mobilenet)**.
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@@ -65,95 +65,93 @@ See our repository for [DeepLabV3-Plus-MobileNet on GitHub](https://github.com/q
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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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- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.301 ms | 4 - 177 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X2 Elite | 5.394 ms | 10 - 10 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X Elite | 11.015 ms | 10 - 10 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.196 ms | 4 - 214 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.348 ms | 3 - 40 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS9075 | 18.064 ms | 3 - 6 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.888 ms | 1 - 169 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.967 ms | 0 - 207 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X2 Elite | 3.713 ms | 7 - 7 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X Elite | 7.647 ms | 5 - 5 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.092 ms | 2 - 219 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS6490 | 1221.534 ms | 89 - 93 MB | CPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.067 ms | 2 - 4 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS9075 | 8.607 ms | 2 - 4 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCM6690 | 591.029 ms | 103 - 111 MB | CPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.943 ms | 0 - 184 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 585.572 ms | 94 - 102 MB | CPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.463 ms | 0 - 179 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X2 Elite | 1.67 ms | 7 - 7 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X Elite | 3.909 ms | 5 - 5 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.377 ms | 0 - 205 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.504 ms | 0 - 2 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS9075 | 4.473 ms | 1 - 4 MB | NPU
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- | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.903 ms | 0 - 180 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.296 ms | 3 - 195 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X2 Elite | 5.604 ms | 3 - 3 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X Elite | 12.255 ms | 3 - 3 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.061 ms | 0 - 210 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 58.594 ms | 1 - 167 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 11.495 ms | 3 - 5 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.504 ms | 1 - 171 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS9075 | 20.158 ms | 5 - 10 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 19.033 ms | 3 - 213 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA7255P | 58.594 ms | 1 - 167 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8295P | 19.052 ms | 0 - 174 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.252 ms | 0 - 196 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.075 ms | 2 - 197 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 4.147 ms | 2 - 2 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.196 ms | 2 - 2 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.12 ms | 0 - 220 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 33.324 ms | 1 - 4 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 21.941 ms | 2 - 182 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.466 ms | 2 - 5 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.973 ms | 2 - 184 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 9.799 ms | 3 - 6 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 111.698 ms | 2 - 232 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 12.068 ms | 2 - 221 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 21.941 ms | 2 - 182 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 13.724 ms | 1 - 196 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.34 ms | 0 - 179 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.905 ms | 2 - 180 MB | NPU
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  | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.507 ms | 1 - 175 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.074 ms | 1 - 1 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.566 ms | 1 - 1 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.898 ms | 1 - 197 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.572 ms | 1 - 3 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.799 ms | 1 - 169 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.112 ms | 1 - 96 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.619 ms | 1 - 172 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.014 ms | 3 - 5 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 46.419 ms | 1 - 201 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.448 ms | 1 - 198 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.799 ms | 1 - 169 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.402 ms | 1 - 167 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.144 ms | 1 - 175 MB | NPU
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- | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.141 ms | 1 - 175 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.297 ms | 0 - 193 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.053 ms | 0 - 218 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 58.633 ms | 0 - 170 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.441 ms | 0 - 178 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.546 ms | 0 - 174 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS9075 | 19.671 ms | 0 - 18 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 18.947 ms | 0 - 217 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA7255P | 58.633 ms | 0 - 170 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8295P | 19.095 ms | 0 - 175 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.252 ms | 0 - 196 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.526 ms | 0 - 182 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.943 ms | 0 - 205 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 16.027 ms | 0 - 11 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.863 ms | 0 - 173 MB | NPU
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  | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.329 ms | 0 - 2 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.676 ms | 0 - 175 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.175 ms | 0 - 10 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 48.485 ms | 0 - 193 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.644 ms | 0 - 205 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA7255P | 10.863 ms | 0 - 173 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8295P | 6.259 ms | 0 - 172 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.096 ms | 0 - 177 MB | NPU
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- | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.317 ms | 0 - 178 MB | NPU
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  ## License
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  * The license for the original implementation of DeepLabV3-Plus-MobileNet 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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-qnn_dlc-w8a8.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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-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/deeplabv3_plus_mobilenet/releases/v0.50.2/deeplabv3_plus_mobilenet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DeepLabV3-Plus-MobileNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplabv3_plus_mobilenet)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
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+ | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.303 ms | 4 - 178 MB | NPU
69
+ | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X2 Elite | 5.404 ms | 10 - 10 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X Elite | 10.986 ms | 10 - 10 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.208 ms | 4 - 212 MB | NPU
72
+ | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.335 ms | 3 - 17 MB | NPU
73
+ | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS9075 | 18.009 ms | 3 - 6 MB | NPU
74
+ | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.896 ms | 2 - 172 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.964 ms | 0 - 208 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X2 Elite | 3.71 ms | 7 - 7 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X Elite | 7.658 ms | 5 - 5 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.101 ms | 2 - 220 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS6490 | 1221.703 ms | 89 - 93 MB | CPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.073 ms | 0 - 8 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS9075 | 8.618 ms | 2 - 4 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCM6690 | 588.283 ms | 94 - 102 MB | CPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.948 ms | 0 - 182 MB | NPU
84
+ | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 586.538 ms | 92 - 100 MB | CPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.464 ms | 0 - 179 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X2 Elite | 1.665 ms | 7 - 7 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X Elite | 3.903 ms | 5 - 5 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.376 ms | 0 - 199 MB | NPU
89
+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.528 ms | 0 - 98 MB | NPU
90
+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS9075 | 4.469 ms | 1 - 4 MB | NPU
91
+ | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.901 ms | 0 - 176 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.292 ms | 3 - 195 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X2 Elite | 5.56 ms | 3 - 3 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X Elite | 12.225 ms | 3 - 3 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.049 ms | 0 - 212 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 11.505 ms | 3 - 116 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.529 ms | 1 - 171 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS9075 | 19.944 ms | 5 - 10 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 18.951 ms | 2 - 210 MB | NPU
100
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8295P | 19.078 ms | 0 - 174 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.249 ms | 0 - 196 MB | NPU
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+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.074 ms | 2 - 197 MB | NPU
103
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 4.153 ms | 2 - 2 MB | NPU
104
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.185 ms | 2 - 2 MB | NPU
105
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.116 ms | 2 - 221 MB | NPU
106
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 33.488 ms | 1 - 4 MB | NPU
107
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 21.924 ms | 2 - 181 MB | NPU
108
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.473 ms | 2 - 4 MB | NPU
109
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.963 ms | 2 - 183 MB | NPU
110
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 9.799 ms | 2 - 5 MB | NPU
111
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 106.786 ms | 2 - 232 MB | NPU
112
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 12.052 ms | 2 - 220 MB | NPU
113
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 21.924 ms | 2 - 181 MB | NPU
114
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 13.743 ms | 2 - 197 MB | NPU
115
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.304 ms | 0 - 179 MB | NPU
116
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.992 ms | 2 - 183 MB | NPU
 
 
117
  | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.507 ms | 1 - 175 MB | NPU
118
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.053 ms | 1 - 1 MB | NPU
119
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.518 ms | 1 - 1 MB | NPU
120
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.912 ms | 1 - 195 MB | NPU
121
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.472 ms | 3 - 5 MB | NPU
122
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.813 ms | 1 - 169 MB | NPU
123
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.118 ms | 1 - 2 MB | NPU
124
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.604 ms | 1 - 172 MB | NPU
125
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.013 ms | 1 - 3 MB | NPU
126
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 46.422 ms | 1 - 200 MB | NPU
127
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.366 ms | 1 - 198 MB | NPU
128
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.813 ms | 1 - 169 MB | NPU
129
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.42 ms | 1 - 167 MB | NPU
130
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.143 ms | 1 - 176 MB | NPU
131
+ | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.186 ms | 1 - 175 MB | NPU
132
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.294 ms | 0 - 194 MB | NPU
133
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.053 ms | 0 - 220 MB | NPU
134
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 58.629 ms | 0 - 170 MB | NPU
135
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.454 ms | 0 - 2 MB | NPU
136
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.565 ms | 0 - 174 MB | NPU
137
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS9075 | 19.374 ms | 0 - 18 MB | NPU
138
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 19.088 ms | 0 - 217 MB | NPU
139
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA7255P | 58.629 ms | 0 - 170 MB | NPU
140
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8295P | 19.087 ms | 0 - 175 MB | NPU
141
+ | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.261 ms | 0 - 198 MB | NPU
142
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.521 ms | 0 - 182 MB | NPU
143
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.939 ms | 0 - 207 MB | NPU
144
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 16.018 ms | 0 - 11 MB | NPU
145
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 10.86 ms | 0 - 173 MB | NPU
146
  | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.329 ms | 0 - 2 MB | NPU
147
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.64 ms | 0 - 175 MB | NPU
148
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.181 ms | 0 - 10 MB | NPU
149
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 52.202 ms | 0 - 193 MB | NPU
150
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.68 ms | 0 - 204 MB | NPU
151
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA7255P | 10.86 ms | 0 - 173 MB | NPU
152
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8295P | 6.24 ms | 0 - 172 MB | NPU
153
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.095 ms | 0 - 179 MB | NPU
154
+ | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.385 ms | 0 - 178 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of DeepLabV3-Plus-MobileNet can be found
release_assets.json CHANGED
@@ -1 +1 @@
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