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FastSam-S

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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_s/releases/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -59,42 +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 | 3.613 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 | Snapdragon® 8 Elite For Galaxy Mobile | 4.725 ms | 11 - 217 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 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.145 ms | 4 - 197 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.489 ms | 5 - 198 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.516 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.234 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.234 ms | 5 - 5 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.842 ms | 5 - 217 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.848 ms | 5 - 140 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.573 ms | 0 - 182 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.573 ms | 0 - 182 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.573 ms | 0 - 182 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.178 ms | 1 - 187 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.77 ms | 0 - 178 MB | NPU
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- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.489 ms | 5 - 198 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.897 ms | 5 - 15 MB | NPU
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- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.034 ms | 3 - 211 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® 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® 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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- | 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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  ## 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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  |---|---|---|---|---|
30
+ | 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_s/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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
61
  |---|---|---|---|---|---|---
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.543 ms | 1 - 208 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.522 ms | 207 - 207 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.536 ms | 176 - 176 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.052 ms | 17 - 250 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.249 ms | 0 - 27 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.714 ms | 13 - 211 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.529 ms | 16 - 61 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8750 | 4.714 ms | 13 - 211 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS7181 | 8.536 ms | 176 - 176 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.151 ms | 1 - 194 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.586 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.249 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.847 ms | 4 - 217 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 | 39.231 ms | 2 - 188 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.716 ms | 5 - 7 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.615 ms | 1 - 180 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.615 ms | 1 - 180 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.615 ms | 1 - 180 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.083 ms | 4 - 213 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.231 ms | 2 - 188 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.794 ms | 0 - 178 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.486 ms | 0 - 190 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.943 ms | 5 - 15 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8750 | 4.486 ms | 0 - 190 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS7181 | 8.249 ms | 5 - 5 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.996 ms | 0 - 98 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.164 ms | 3 - 116 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 | 37.802 ms | 4 - 86 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.948 ms | 4 - 9 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.736 ms | 4 - 90 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.736 ms | 4 - 90 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.736 ms | 4 - 90 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.147 ms | 3 - 231 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.802 ms | 4 - 86 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.089 ms | 4 - 195 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.946 ms | 4 - 101 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.677 ms | 4 - 39 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8750 | 3.946 ms | 4 - 101 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
@@ -1,5 +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_s/releases/v0.54.0/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/v0.54.0/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/v0.54.0/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": "0.55.0",
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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_s/releases/v0.55.0/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/v0.55.0/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": "1.25.0"
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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_s/releases/v0.55.0/fastsam_s-onnx-float.zip"
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  }
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  }
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  }