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FastSam-X

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +32 -30
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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.46.0/fastsam_x-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.46.0/fastsam_x-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.46.0/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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@@ -59,33 +59,35 @@ See our repository for [FastSam-X on GitHub](https://github.com/quic/ai-hub-mode
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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® X Elite | 46.486 ms | 139 - 139 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.497 ms | 4 - 267 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.077 ms | 11 - 14 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.748 ms | 11 - 19 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.37 ms | 12 - 187 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.362 ms | 1 - 183 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.841 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.661 ms | 3 - 314 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.828 ms | 2 - 223 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 43.11 ms | 5 - 7 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.478 ms | 0 - 222 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.434 ms | 7 - 17 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 93.211 ms | 2 - 392 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.828 ms | 2 - 223 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.966 ms | 0 - 296 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.29 ms | 0 - 222 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.889 ms | 5 - 242 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.534 ms | 3 - 443 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.179 ms | 4 - 269 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.096 ms | 4 - 43 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 68.042 ms | 4 - 269 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.216 ms | 4 - 158 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 92.525 ms | 5 - 525 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.179 ms | 4 - 269 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.396 ms | 4 - 343 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.087 ms | 4 - 271 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.21 ms | 4 - 276 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/v0.47.0/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/v0.47.0/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/v0.47.0/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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  ## 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® X Elite | 46.589 ms | 138 - 138 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.036 ms | 2 - 326 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 45.784 ms | 0 - 172 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 74.387 ms | 12 - 20 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.414 ms | 12 - 251 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.188 ms | 16 - 263 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.84 ms | 139 - 139 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.795 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.529 ms | 3 - 305 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.714 ms | 2 - 219 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.252 ms | 5 - 6 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.418 ms | 1 - 216 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.808 ms | 7 - 17 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.805 ms | 4 - 398 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.714 ms | 2 - 219 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.494 ms | 0 - 296 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.399 ms | 0 - 217 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.291 ms | 4 - 227 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 22.975 ms | 5 - 5 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.536 ms | 2 - 436 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.272 ms | 5 - 264 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.161 ms | 4 - 39 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.904 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.046 ms | 4 - 158 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 91.847 ms | 5 - 526 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.272 ms | 5 - 264 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 | 25.236 ms | 4 - 271 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.065 ms | 2 - 268 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-X can be found