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FastSam-X

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PyTorch
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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -39
  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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -59,42 +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 | 18.984 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 | Snapdragon® 8 Elite For Galaxy Mobile | 27.537 ms | 12 - 251 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 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.519 ms | 5 - 236 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 25.457 ms | 0 - 222 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.155 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.957 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.957 ms | 5 - 5 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.79 ms | 3 - 303 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.584 ms | 5 - 8 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.454 ms | 1 - 214 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.454 ms | 1 - 214 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.454 ms | 1 - 214 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.845 ms | 0 - 215 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.731 ms | 0 - 298 MB | NPU
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- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.457 ms | 0 - 222 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.911 ms | 5 - 15 MB | NPU
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- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.654 ms | 0 - 382 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® 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® 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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- | 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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  ## 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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 | 19.417 ms | 17 - 260 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 24.056 ms | 207 - 207 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.402 ms | 144 - 144 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 35.829 ms | 13 - 332 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.859 ms | 0 - 412 MB | NPU
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+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.549 ms | 13 - 247 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 74.018 ms | 13 - 58 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS8750 | 27.549 ms | 13 - 247 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® QCS7181 | 46.402 ms | 144 - 144 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.46 ms | 5 - 236 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.186 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 44.05 ms | 5 - 5 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.779 ms | 2 - 299 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 | 279.927 ms | 0 - 215 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.926 ms | 5 - 7 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.473 ms | 0 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8650P | 68.473 ms | 0 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8255P | 68.473 ms | 0 - 214 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 92.634 ms | 0 - 381 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.927 ms | 0 - 215 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.648 ms | 0 - 298 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.358 ms | 0 - 223 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 71.002 ms | 5 - 15 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8750 | 25.358 ms | 0 - 223 MB | NPU
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+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS7181 | 44.05 ms | 5 - 5 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.225 ms | 4 - 262 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.87 ms | 4 - 420 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 | 279.447 ms | 5 - 256 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.441 ms | 4 - 7 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.934 ms | 5 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8650P | 67.934 ms | 5 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8255P | 67.934 ms | 5 - 257 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 92.492 ms | 5 - 507 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.447 ms | 5 - 256 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.169 ms | 0 - 330 MB | NPU
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+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.42 ms | 3 - 261 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 69.975 ms | 4 - 158 MB | NPU
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+ | FastSam-X | TFLITE | float | Qualcomm® QCS8750 | 25.42 ms | 3 - 261 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
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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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/v0.54.0/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/v0.54.0/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/v0.54.0/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": "0.55.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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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/v0.55.0/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/v0.55.0/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": "1.25.0"
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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/v0.55.0/fastsam_x-onnx-float.zip"
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  }
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  }
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  }