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FastSam-S

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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 +31 -31
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_s/releases/v0.48.0/fastsam_s-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_s/releases/v0.48.0/fastsam_s-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_s/releases/v0.48.0/fastsam_s-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
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@@ -59,35 +59,35 @@ See our repository for [FastSam-S 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-S | ONNX | float | Snapdragon® X2 Elite | 4.363 ms | 20 - 20 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.549 ms | 19 - 19 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.931 ms | 14 - 281 MB | NPU
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- | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.004 ms | 0 - 27 MB | NPU
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- | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.117 ms | 12 - 15 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.494 ms | 10 - 234 MB | NPU
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  | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.367 ms | 1 - 211 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.493 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 7.947 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.537 ms | 0 - 209 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.657 ms | 1 - 182 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.431 ms | 5 - 7 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.284 ms | 1 - 188 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.876 ms | 5 - 15 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.035 ms | 3 - 210 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.657 ms | 1 - 182 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.854 ms | 0 - 176 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.314 ms | 5 - 190 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.123 ms | 3 - 192 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.094 ms | 3 - 120 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.678 ms | 5 - 81 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.802 ms | 4 - 7 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.641 ms | 4 - 85 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.583 ms | 4 - 39 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 13.983 ms | 4 - 231 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.678 ms | 5 - 81 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.113 ms | 1 - 192 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.835 ms | 4 - 98 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.889 ms | 0 - 201 MB | NPU
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of FastSam-S 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_s/releases/v0.49.1/fastsam_s-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_s/releases/v0.49.1/fastsam_s-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_s/releases/v0.49.1/fastsam_s-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
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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-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.367 ms | 1 - 211 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.37 ms | 20 - 20 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.625 ms | 19 - 19 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.93 ms | 15 - 285 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.037 ms | 0 - 71 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.122 ms | 11 - 14 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.514 ms | 10 - 235 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.114 ms | 4 - 192 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.437 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 7.964 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.524 ms | 5 - 215 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.665 ms | 0 - 181 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.434 ms | 5 - 9 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.279 ms | 0 - 189 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.884 ms | 5 - 15 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.021 ms | 5 - 212 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.665 ms | 0 - 181 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.896 ms | 0 - 176 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.297 ms | 5 - 190 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.887 ms | 0 - 201 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.117 ms | 3 - 122 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.716 ms | 4 - 81 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.817 ms | 1 - 5 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.637 ms | 4 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.598 ms | 4 - 39 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 13.972 ms | 2 - 230 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.716 ms | 4 - 81 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.104 ms | 4 - 200 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.855 ms | 0 - 93 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-S can be found