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FastSam-X

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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 +32 -32
  2. release_assets.json +1 -1
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/v0.50.1/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/v0.50.1/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/v0.50.1/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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@@ -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® 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
 
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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/fastsam_x/releases/v0.50.2/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/v0.50.2/fastsam_x-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.2/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 | 18.211 ms | 15 - 262 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.872 ms | 139 - 139 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.675 ms | 138 - 138 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.155 ms | 4 - 333 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.493 ms | 0 - 166 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.344 ms | 9 - 17 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.544 ms | 10 - 248 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.33 ms | 5 - 228 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 22.921 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.776 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.763 ms | 5 - 307 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.79 ms | 2 - 219 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 43.153 ms | 5 - 16 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.446 ms | 1 - 216 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.399 ms | 5 - 15 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.808 ms | 0 - 393 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.79 ms | 2 - 219 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.502 ms | 0 - 297 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.363 ms | 5 - 223 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.917 ms | 4 - 269 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.545 ms | 4 - 436 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.356 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.369 ms | 4 - 40 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.915 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.495 ms | 4 - 158 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 93.277 ms | 5 - 525 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.356 ms | 4 - 265 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 76.867 ms | 0 - 339 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.025 ms | 4 - 270 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-X can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.1/fastsam_x-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.1/fastsam_x-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.1/fastsam_x-onnx-float.zip"}}}}}
 
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+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.2/fastsam_x-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.2/fastsam_x-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.2/fastsam_x-tflite-float.zip"}}}}}