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FastSam-S

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +42 -41
  2. release_assets.json +6 -6
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 1.25.0 | [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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@@ -59,44 +59,45 @@ 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 | 3.543 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
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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® X2 Elite | 4.587 ms | 208 - 208 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.391 ms | 177 - 177 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.994 ms | 2 - 220 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.797 ms | 17 - 228 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.194 ms | 0 - 30 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.797 ms | 17 - 228 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.71 ms | 12 - 212 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.559 ms | 1 - 203 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 12.881 ms | 16 - 62 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS8750 | 4.71 ms | 12 - 212 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® QCS7181 | 8.391 ms | 177 - 177 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.574 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.388 ms | 5 - 5 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.841 ms | 4 - 216 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.069 ms | 5 - 213 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 | 39.211 ms | 1 - 187 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.694 ms | 5 - 7 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 16.069 ms | 5 - 213 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.495 ms | 5 - 194 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.762 ms | 0 - 178 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.169 ms | 5 - 199 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.211 ms | 1 - 187 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.933 ms | 5 - 15 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8750 | 4.495 ms | 5 - 194 MB | NPU
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+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS7181 | 8.388 ms | 5 - 5 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.168 ms | 3 - 117 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.257 ms | 4 - 234 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 | 37.809 ms | 4 - 86 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.953 ms | 0 - 3 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 62.496 ms | 5 - 36 MB | GPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 62.496 ms | 5 - 36 MB | GPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 62.496 ms | 5 - 36 MB | GPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.257 ms | 4 - 234 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.938 ms | 3 - 101 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.076 ms | 4 - 195 MB | NPU
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+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.03 ms | 0 - 91 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.809 ms | 4 - 86 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.664 ms | 4 - 39 MB | NPU
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+ | FastSam-S | TFLITE | float | Qualcomm® QCS8750 | 3.938 ms | 3 - 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
@@ -1,27 +1,27 @@
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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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  "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_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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  }
 
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  {
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+ "version": "0.56.0",
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  "precisions": {
4
  "float": {
5
  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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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/v0.56.0/fastsam_s-tflite-float.zip"
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  },
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  "qnn_dlc": {
14
  "tool_versions": {
15
  "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/v0.56.0/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": "2.45.0.260326154327",
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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/v0.56.0/fastsam_s-onnx-float.zip"
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  }
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  }
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  }