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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +23 -23
  2. release_assets.json +6 -6
README.md CHANGED
@@ -28,11 +28,11 @@ 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/efficientformer/releases/v0.51.0/efficientformer-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-onnx-w8a16.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/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.51.0/efficientformer-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientFormer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientformer)**.
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@@ -79,24 +79,24 @@ See our repository for [EfficientFormer on GitHub](https://github.com/qualcomm/a
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  | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.124 ms | 22 - 31 MB | CPU
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  | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.65 ms | 0 - 63 MB | NPU
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  | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.908 ms | 23 - 32 MB | CPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.648 ms | 1 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.856 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.713 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.015 ms | 0 - 78 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.862 ms | 1 - 40 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.482 ms | 1 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.973 ms | 1 - 3 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.582 ms | 0 - 78 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.788 ms | 1 - 44 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.612 ms | 0 - 64 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.857 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.797 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.09 ms | 0 - 79 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.264 ms | 0 - 57 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.612 ms | 0 - 7 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.778 ms | 0 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.098 ms | 0 - 181 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.715 ms | 0 - 55 MB | NPU
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  | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.715 ms | 0 - 61 MB | NPU
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  | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.65 ms | 0 - 55 MB | NPU
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  | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.041 ms | 0 - 94 MB | NPU
 
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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/efficientformer/releases/v0.52.0/efficientformer-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.52.0/efficientformer-onnx-w8a16.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/efficientformer/releases/v0.52.0/efficientformer-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.52.0/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.52.0/efficientformer-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientFormer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientformer)**.
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  | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.124 ms | 22 - 31 MB | CPU
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  | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.65 ms | 0 - 63 MB | NPU
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  | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.908 ms | 23 - 32 MB | CPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.637 ms | 1 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.867 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.704 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 76 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.893 ms | 1 - 40 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.532 ms | 1 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.936 ms | 1 - 3 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.586 ms | 0 - 78 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.79 ms | 0 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.6 ms | 0 - 64 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.868 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.806 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.08 ms | 0 - 80 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.28 ms | 0 - 57 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.614 ms | 0 - 14 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.76 ms | 0 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.092 ms | 0 - 181 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.72 ms | 0 - 55 MB | NPU
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  | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.715 ms | 0 - 61 MB | NPU
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  | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.65 ms | 0 - 55 MB | NPU
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  | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.041 ms | 0 - 94 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.51.0",
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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": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-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/efficientformer/releases/v0.51.0/efficientformer-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/efficientformer/releases/v0.51.0/efficientformer-onnx-float.zip"
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  }
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  }
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  },
@@ -31,14 +31,14 @@
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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/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.51.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  }
 
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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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  "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/efficientformer/releases/v0.52.0/efficientformer-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/efficientformer/releases/v0.52.0/efficientformer-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/efficientformer/releases/v0.52.0/efficientformer-onnx-float.zip"
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  }
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  }
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  },
 
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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/efficientformer/releases/v0.52.0/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.52.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  }