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FastSam-X

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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

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  1. README.md +32 -32
README.md CHANGED
@@ -27,9 +27,9 @@ 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/fastsam_x/releases/v0.48.0/fastsam_x-onnx-float.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/fastsam_x/releases/v0.48.0/fastsam_x-qnn_dlc-float.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/fastsam_x/releases/v0.48.0/fastsam_x-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[FastSam-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_x)**.
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@@ -59,35 +59,35 @@ See our repository for [FastSam-X on GitHub](https://github.com/qualcomm/ai-hub-
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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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- | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.885 ms | 139 - 139 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.64 ms | 138 - 138 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.048 ms | 16 - 345 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.008 ms | 6 - 167 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.295 ms | 10 - 18 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.829 ms | 11 - 249 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.119 ms | 16 - 263 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 22.92 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.749 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.583 ms | 3 - 305 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.781 ms | 0 - 217 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.702 ms | 5 - 10 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.451 ms | 1 - 216 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.273 ms | 5 - 15 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 92.539 ms | 0 - 391 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.781 ms | 0 - 217 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.495 ms | 1 - 298 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.239 ms | 5 - 222 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.227 ms | 5 - 228 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.622 ms | 28 - 456 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.313 ms | 4 - 264 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 41.844 ms | 4 - 42 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.917 ms | 4 - 264 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.048 ms | 4 - 158 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 91.271 ms | 0 - 522 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.313 ms | 4 - 264 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 76.789 ms | 4 - 343 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.942 ms | 3 - 270 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.902 ms | 0 - 266 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-X 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.49.1/fastsam_x-onnx-float.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/fastsam_x/releases/v0.49.1/fastsam_x-qnn_dlc-float.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/fastsam_x/releases/v0.49.1/fastsam_x-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[FastSam-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_x)**.
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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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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.071 ms | 15 - 262 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.895 ms | 139 - 139 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.677 ms | 138 - 138 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.377 ms | 1 - 329 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 47.205 ms | 0 - 158 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.836 ms | 11 - 19 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.075 ms | 10 - 252 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.3 ms | 5 - 229 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 22.934 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.809 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.685 ms | 0 - 305 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.736 ms | 1 - 218 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.794 ms | 5 - 7 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 322.821 ms | 0 - 215 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.378 ms | 5 - 15 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 92.32 ms | 4 - 395 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.736 ms | 1 - 218 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.491 ms | 0 - 297 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.319 ms | 0 - 220 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.014 ms | 4 - 271 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.502 ms | 4 - 436 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.303 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 43.191 ms | 4 - 7 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.91 ms | 4 - 264 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.016 ms | 4 - 158 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 92.338 ms | 5 - 528 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.303 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 76.853 ms | 0 - 339 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.064 ms | 4 - 271 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-X can be found