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FastSam-S

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +31 -31
  2. release_assets.json +29 -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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.50.2/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/v0.50.2/fastsam_s-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_s/releases/v0.50.2/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® 8 Elite Gen 5 Mobile | 3.357 ms | 0 - 211 MB | NPU
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  | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.364 ms | 20 - 20 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.568 ms | 19 - 19 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.957 ms | 16 - 281 MB | NPU
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- | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.044 ms | 0 - 26 MB | NPU
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- | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 12.867 ms | 12 - 15 MB | NPU
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- | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.488 ms | 11 - 234 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.117 ms | 1 - 189 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.48 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 7.968 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.546 ms | 0 - 210 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.675 ms | 1 - 183 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.378 ms | 5 - 6 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.276 ms | 0 - 188 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.892 ms | 5 - 15 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.155 ms | 5 - 212 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.675 ms | 1 - 183 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.872 ms | 0 - 176 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.298 ms | 0 - 185 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.88 ms | 0 - 201 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.085 ms | 3 - 118 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.729 ms | 4 - 82 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.827 ms | 4 - 7 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.628 ms | 4 - 84 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.596 ms | 4 - 39 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.026 ms | 3 - 232 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.729 ms | 4 - 82 MB | NPU
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- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.113 ms | 4 - 198 MB | NPU
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- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.865 ms | 4 - 97 MB | NPU
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  ## License
93
  * The license for the original implementation of FastSam-S can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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_s/releases/v0.51.0/fastsam_s-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.51.0/fastsam_s-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.51.0/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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  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.356 ms | 0 - 211 MB | NPU
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  | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.364 ms | 20 - 20 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.624 ms | 19 - 19 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.978 ms | 15 - 284 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.007 ms | 0 - 26 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 12.805 ms | 12 - 15 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.486 ms | 11 - 236 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.137 ms | 5 - 196 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.615 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.241 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.852 ms | 0 - 212 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.191 ms | 0 - 186 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.713 ms | 5 - 6 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.597 ms | 1 - 181 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.95 ms | 5 - 15 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.094 ms | 5 - 214 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.191 ms | 0 - 186 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.817 ms | 0 - 178 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.492 ms | 0 - 190 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.007 ms | 0 - 98 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.171 ms | 0 - 113 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.806 ms | 4 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.943 ms | 4 - 21 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.722 ms | 4 - 90 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.692 ms | 3 - 38 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.092 ms | 4 - 232 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.806 ms | 4 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.085 ms | 4 - 195 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.966 ms | 4 - 104 MB | NPU
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  ## License
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  * The license for the original implementation of FastSam-S can be found
release_assets.json CHANGED
@@ -1 +1,29 @@
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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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "float": {
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+ "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.2"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.51.0/fastsam_s-tflite-float.zip"
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+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.51.0/fastsam_s-qnn_dlc-float.zip"
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+ },
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.51.0/fastsam_s-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }