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FastSam-S

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -32
  2. release_assets.json +5 -5
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/v0.52.0/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/v0.52.0/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/v0.52.0/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 +59,44 @@ 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 | 3.356 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 | 3.136 ms | 4 - 195 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 8.058 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.236 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.846 ms | 0 - 212 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.198 ms | 1 - 186 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.628 ms | 5 - 42 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.608 ms | 1 - 183 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.938 ms | 5 - 15 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.035 ms | 5 - 213 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.198 ms | 1 - 186 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.786 ms | 0 - 178 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.491 ms | 5 - 196 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
 
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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/v0.53.0/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/v0.53.0/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/v0.53.0/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
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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 | 3.613 ms | 0 - 213 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.725 ms | 11 - 217 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.51 ms | 21 - 21 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.751 ms | 20 - 20 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.751 ms | 20 - 20 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.047 ms | 16 - 251 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.215 ms | 0 - 27 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.653 ms | 12 - 14 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.725 ms | 11 - 217 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.131 ms | 5 - 196 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.477 ms | 5 - 196 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.594 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.222 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.222 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.845 ms | 5 - 218 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.252 ms | 1 - 187 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.661 ms | 5 - 12 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.589 ms | 0 - 182 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.589 ms | 0 - 182 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.589 ms | 0 - 182 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.915 ms | 5 - 15 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.089 ms | 4 - 213 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.252 ms | 1 - 187 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.773 ms | 0 - 178 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.477 ms | 5 - 196 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.017 ms | 0 - 98 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.938 ms | 3 - 102 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.161 ms | 0 - 116 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.811 ms | 4 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.965 ms | 4 - 7 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.745 ms | 0 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.745 ms | 0 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.745 ms | 0 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.669 ms | 4 - 39 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.121 ms | 4 - 234 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.811 ms | 4 - 85 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.044 ms | 4 - 196 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.938 ms | 3 - 102 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
@@ -1,27 +1,27 @@
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  {
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- "version": "0.52.0",
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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/v0.52.0/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/v0.52.0/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/v0.52.0/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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+ "version": "0.53.0",
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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": {
8
  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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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/v0.53.0/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/v0.53.0/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/v0.53.0/fastsam_s-onnx-float.zip"
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  }
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  }
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  }