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EfficientNet-B0

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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 +31 -31
  2. release_assets.json +14 -14
README.md CHANGED
@@ -29,11 +29,11 @@ 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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
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@@ -80,33 +80,33 @@ See our repository for [EfficientNet-B0 on GitHub](https://github.com/qualcomm/a
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  | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 49.03 ms | 41 - 50 MB | CPU
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  | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.67 ms | 0 - 52 MB | NPU
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  | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 37.92 ms | 42 - 51 MB | CPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.598 ms | 1 - 41 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.837 ms | 1 - 1 MB | NPU
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  | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.777 ms | 1 - 1 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.075 ms | 0 - 60 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.917 ms | 1 - 36 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.556 ms | 1 - 89 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.014 ms | 1 - 39 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.887 ms | 1 - 3 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.618 ms | 0 - 70 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.917 ms | 1 - 36 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.604 ms | 0 - 43 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.805 ms | 1 - 37 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.638 ms | 0 - 50 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.807 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.891 ms | 0 - 0 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.114 ms | 0 - 63 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.038 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.238 ms | 0 - 47 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.667 ms | 0 - 2 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.941 ms | 0 - 49 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.857 ms | 2 - 4 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.497 ms | 0 - 163 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.98 ms | 0 - 66 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.238 ms | 0 - 47 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.362 ms | 0 - 44 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 0 - 50 MB | NPU
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- | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.7 ms | 0 - 47 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.597 ms | 0 - 46 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.07 ms | 0 - 66 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.924 ms | 0 - 41 MB | NPU
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientNet-B0 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientnet_b0)**.
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80
  | EfficientNet-B0 | ONNX | w8a16 | Qualcomm® QCM6690 | 49.03 ms | 41 - 50 MB | CPU
81
  | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.67 ms | 0 - 52 MB | NPU
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  | EfficientNet-B0 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 37.92 ms | 42 - 51 MB | CPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.599 ms | 1 - 41 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X2 Elite | 0.863 ms | 1 - 1 MB | NPU
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  | EfficientNet-B0 | QNN_DLC | float | Snapdragon® X Elite | 1.777 ms | 1 - 1 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.077 ms | 0 - 61 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.95 ms | 1 - 37 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.563 ms | 1 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8775P | 2.033 ms | 0 - 39 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS9075 | 1.887 ms | 3 - 5 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.602 ms | 0 - 74 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA7255P | 4.95 ms | 1 - 37 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Qualcomm® SA8295P | 3.622 ms | 0 - 44 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.806 ms | 1 - 38 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.637 ms | 0 - 50 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.815 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.895 ms | 0 - 0 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.133 ms | 0 - 64 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.14 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.263 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.663 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.937 ms | 0 - 49 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.85 ms | 0 - 2 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.489 ms | 0 - 163 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.977 ms | 0 - 66 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.263 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.351 ms | 0 - 45 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 0 - 46 MB | NPU
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+ | EfficientNet-B0 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.695 ms | 0 - 47 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.597 ms | 0 - 46 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.07 ms | 0 - 66 MB | NPU
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  | EfficientNet-B0 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.924 ms | 0 - 41 MB | NPU
release_assets.json CHANGED
@@ -1,44 +1,44 @@
1
  {
2
- "version": "0.51.0",
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  "precisions": {
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- "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-qnn_dlc-w8a16.zip"
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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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.51.0/efficientnet_b0-onnx-w8a16.zip"
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  }
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  }
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  },
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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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-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/efficientnet_b0/releases/v0.51.0/efficientnet_b0-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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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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  "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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-qnn_dlc-float.zip"
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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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.52.0/efficientnet_b0-onnx-float.zip"
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  }
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  }
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+ "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientnet_b0/releases/v0.52.0/efficientnet_b0-qnn_dlc-w8a16.zip"
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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/efficientnet_b0/releases/v0.52.0/efficientnet_b0-onnx-w8a16.zip"
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  }
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  }
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  }