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FastSam-X

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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_x/releases/v0.52.0/fastsam_x-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_x/releases/v0.52.0/fastsam_x-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_x/releases/v0.52.0/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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@@ -59,35 +59,44 @@ 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 | 18.22 ms | 16 - 263 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.891 ms | 139 - 139 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.608 ms | 138 - 138 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.233 ms | 0 - 330 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.81 ms | 0 - 158 MB | NPU
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- | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.46 ms | 10 - 17 MB | NPU
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- | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.449 ms | 12 - 255 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.621 ms | 5 - 236 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.288 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.985 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.921 ms | 4 - 303 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.887 ms | 1 - 215 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.903 ms | 5 - 7 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.551 ms | 0 - 213 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.797 ms | 5 - 15 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.601 ms | 4 - 385 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.887 ms | 1 - 215 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.761 ms | 0 - 298 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.398 ms | 0 - 223 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.677 ms | 4 - 264 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.619 ms | 4 - 416 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.343 ms | 4 - 258 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.805 ms | 4 - 6 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.998 ms | 5 - 258 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 69.942 ms | 4 - 158 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 91.709 ms | 0 - 502 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.343 ms | 4 - 258 MB | NPU
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- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.132 ms | 0 - 331 MB | NPU
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- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.485 ms | 0 - 256 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/v0.53.0/fastsam_x-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_x/releases/v0.53.0/fastsam_x-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_x/releases/v0.53.0/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® 8 Elite Gen 5 Mobile | 18.984 ms | 15 - 263 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Mobile | 27.537 ms | 12 - 251 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 24.092 ms | 140 - 140 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.412 ms | 139 - 139 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.412 ms | 139 - 139 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 35.447 ms | 16 - 337 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.057 ms | 0 - 163 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 74.081 ms | 12 - 19 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.537 ms | 12 - 251 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.604 ms | 5 - 236 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 25.375 ms | 5 - 225 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.211 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.962 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.962 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.823 ms | 5 - 304 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.816 ms | 1 - 216 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.669 ms | 5 - 7 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.478 ms | 1 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.478 ms | 1 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.478 ms | 1 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.888 ms | 5 - 15 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.933 ms | 4 - 387 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.816 ms | 1 - 216 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.724 ms | 0 - 298 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.375 ms | 5 - 225 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.085 ms | 4 - 263 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Mobile | 25.444 ms | 0 - 247 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.395 ms | 3 - 418 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.323 ms | 4 - 256 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.249 ms | 4 - 41 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.969 ms | 4 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.969 ms | 4 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.969 ms | 4 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 69.977 ms | 3 - 156 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 90.337 ms | 0 - 501 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.323 ms | 4 - 256 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.162 ms | 4 - 336 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.444 ms | 0 - 247 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
@@ -1,27 +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_x/releases/v0.52.0/fastsam_x-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_x/releases/v0.52.0/fastsam_x-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_x/releases/v0.52.0/fastsam_x-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": {
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  "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_x/releases/v0.53.0/fastsam_x-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_x/releases/v0.53.0/fastsam_x-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_x/releases/v0.53.0/fastsam_x-onnx-float.zip"
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  }
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  }
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  }