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Mobile-VIT

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PyTorch
backbone
android
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1 Parent(s): 0187d11

v0.52.0

Browse files

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

Files changed (2) hide show
  1. README.md +29 -29
  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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Mobile-VIT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobile_vit)**.
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@@ -79,30 +79,30 @@ See our repository for [Mobile-VIT on GitHub](https://github.com/qualcomm/ai-hub
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  | Mobile-VIT | ONNX | w8a16 | Qualcomm® QCM6690 | 140.941 ms | 64 - 75 MB | CPU
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  | Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.34 ms | 0 - 84 MB | NPU
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  | Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 129.033 ms | 63 - 74 MB | CPU
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- | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.605 ms | 1 - 70 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Snapdragon® X2 Elite | 2.134 ms | 1 - 1 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 3.828 ms | 1 - 1 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.415 ms | 0 - 98 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 9.841 ms | 1 - 67 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.459 ms | 1 - 3 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 4.276 ms | 1 - 70 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS9075 | 4.459 ms | 1 - 3 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.696 ms | 0 - 92 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® SA7255P | 9.841 ms | 1 - 67 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Qualcomm® SA8295P | 6.448 ms | 1 - 61 MB | NPU
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- | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.898 ms | 0 - 71 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.407 ms | 0 - 77 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.757 ms | 0 - 0 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.038 ms | 0 - 0 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.423 ms | 0 - 97 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.621 ms | 0 - 71 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.708 ms | 0 - 2 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.111 ms | 0 - 73 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.358 ms | 2 - 4 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 16.525 ms | 0 - 225 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.621 ms | 0 - 71 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.682 ms | 0 - 75 MB | NPU
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- | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.184 ms | 0 - 223 MB | NPU
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  | Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.666 ms | 0 - 86 MB | NPU
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  | Mobile-VIT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.57 ms | 0 - 109 MB | NPU
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  | Mobile-VIT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.175 ms | 0 - 82 MB | NPU
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Mobile-VIT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobile_vit)**.
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  | Mobile-VIT | ONNX | w8a16 | Qualcomm® QCM6690 | 140.941 ms | 64 - 75 MB | CPU
80
  | Mobile-VIT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.34 ms | 0 - 84 MB | NPU
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  | Mobile-VIT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 129.033 ms | 63 - 74 MB | CPU
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+ | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.603 ms | 1 - 70 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Snapdragon® X2 Elite | 2.104 ms | 1 - 1 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Snapdragon® X Elite | 3.833 ms | 1 - 1 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.424 ms | 0 - 98 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 9.841 ms | 1 - 66 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.501 ms | 1 - 8 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® SA8775P | 4.272 ms | 1 - 68 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS9075 | 4.503 ms | 1 - 3 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.689 ms | 0 - 91 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® SA7255P | 9.841 ms | 1 - 66 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Qualcomm® SA8295P | 6.443 ms | 1 - 61 MB | NPU
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+ | Mobile-VIT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.904 ms | 0 - 70 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.414 ms | 0 - 77 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.751 ms | 0 - 0 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.057 ms | 0 - 0 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.41 ms | 0 - 98 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.629 ms | 0 - 71 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.679 ms | 0 - 2 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.099 ms | 0 - 72 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.361 ms | 2 - 4 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 15.997 ms | 0 - 225 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.629 ms | 0 - 71 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.678 ms | 0 - 71 MB | NPU
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+ | Mobile-VIT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.192 ms | 0 - 223 MB | NPU
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  | Mobile-VIT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.666 ms | 0 - 86 MB | NPU
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  | Mobile-VIT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.57 ms | 0 - 109 MB | NPU
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  | Mobile-VIT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.175 ms | 0 - 82 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
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  "w8a16": {
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  "universal_assets": {
@@ -7,14 +7,14 @@
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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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-onnx-w8a16.zip"
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  }
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  }
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  },
@@ -25,20 +25,20 @@
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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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-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/mobile_vit/releases/v0.51.0/mobile_vit-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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  "w8a16": {
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  "universal_assets": {
 
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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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-onnx-w8a16.zip"
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  }
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  }
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  },
 
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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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-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/mobile_vit/releases/v0.52.0/mobile_vit-onnx-float.zip"
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  }
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  }
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  }