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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 +35 -35
  2. release_assets.json +16 -16
README.md CHANGED
@@ -28,13 +28,13 @@ 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/levit/releases/v0.51.0/levit-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/levit/releases/v0.51.0/levit-onnx-w8a16.zip)
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- | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-onnx-w8a16_mixed_int16.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/levit/releases/v0.51.0/levit-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/levit/releases/v0.51.0/levit-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-qnn_dlc-w8a16_mixed_int16.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/levit/releases/v0.51.0/levit-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[LeViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/levit)**.
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@@ -91,35 +91,35 @@ See our repository for [LeViT on GitHub](https://github.com/qualcomm/ai-hub-mode
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  | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 18.563 ms | 12 - 23 MB | CPU
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  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.549 ms | 0 - 59 MB | NPU
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  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 15.119 ms | 19 - 28 MB | CPU
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- | LeViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.728 ms | 1 - 60 MB | NPU
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- | LeViT | QNN_DLC | float | Snapdragon® X2 Elite | 0.989 ms | 1 - 1 MB | NPU
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- | LeViT | QNN_DLC | float | Snapdragon® X Elite | 1.783 ms | 1 - 1 MB | NPU
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- | LeViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.074 ms | 0 - 81 MB | NPU
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- | LeViT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.817 ms | 1 - 55 MB | NPU
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- | LeViT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.574 ms | 0 - 13 MB | NPU
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- | LeViT | QNN_DLC | float | Qualcomm® QCS9075 | 1.868 ms | 1 - 3 MB | NPU
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- | LeViT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.36 ms | 0 - 77 MB | NPU
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- | LeViT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.834 ms | 1 - 57 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.63 ms | 0 - 44 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.824 ms | 0 - 0 MB | NPU
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  | LeViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.633 ms | 0 - 0 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.997 ms | 0 - 59 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.948 ms | 0 - 39 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.439 ms | 0 - 2 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.712 ms | 0 - 2 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 5.789 ms | 0 - 163 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.719 ms | 0 - 42 MB | NPU
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- | LeViT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.464 ms | 0 - 39 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.654 ms | 0 - 43 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.846 ms | 0 - 0 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.643 ms | 0 - 0 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.011 ms | 0 - 64 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 2.988 ms | 0 - 38 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.438 ms | 0 - 77 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.727 ms | 0 - 2 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 6.092 ms | 0 - 164 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.737 ms | 0 - 42 MB | NPU
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- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 1.48 ms | 0 - 38 MB | NPU
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  | LeViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.659 ms | 0 - 68 MB | NPU
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  | LeViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.038 ms | 0 - 91 MB | NPU
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  | LeViT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.012 ms | 0 - 62 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/levit/releases/v0.52.0/levit-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/levit/releases/v0.52.0/levit-onnx-w8a16.zip)
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+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-w8a16_mixed_int16.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/levit/releases/v0.52.0/levit-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/levit/releases/v0.52.0/levit-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-qnn_dlc-w8a16_mixed_int16.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/levit/releases/v0.52.0/levit-tflite-float.zip)
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39
  For more device-specific assets and performance metrics, visit **[LeViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/levit)**.
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91
  | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 18.563 ms | 12 - 23 MB | CPU
92
  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.549 ms | 0 - 59 MB | NPU
93
  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 15.119 ms | 19 - 28 MB | CPU
94
+ | LeViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.73 ms | 1 - 59 MB | NPU
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+ | LeViT | QNN_DLC | float | Snapdragon® X2 Elite | 0.978 ms | 1 - 1 MB | NPU
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+ | LeViT | QNN_DLC | float | Snapdragon® X Elite | 1.791 ms | 1 - 1 MB | NPU
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+ | LeViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.064 ms | 0 - 79 MB | NPU
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+ | LeViT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.814 ms | 1 - 55 MB | NPU
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+ | LeViT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.565 ms | 1 - 2 MB | NPU
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+ | LeViT | QNN_DLC | float | Qualcomm® QCS9075 | 1.863 ms | 1 - 3 MB | NPU
101
+ | LeViT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.351 ms | 0 - 77 MB | NPU
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+ | LeViT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.836 ms | 0 - 61 MB | NPU
103
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.634 ms | 0 - 44 MB | NPU
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+ | LeViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.851 ms | 0 - 0 MB | NPU
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  | LeViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.633 ms | 0 - 0 MB | NPU
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+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.991 ms | 0 - 60 MB | NPU
107
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.955 ms | 0 - 39 MB | NPU
108
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.419 ms | 0 - 2 MB | NPU
109
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.711 ms | 0 - 2 MB | NPU
110
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 5.769 ms | 0 - 165 MB | NPU
111
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.721 ms | 0 - 42 MB | NPU
112
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.469 ms | 0 - 39 MB | NPU
113
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.654 ms | 0 - 44 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.848 ms | 0 - 0 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.638 ms | 0 - 0 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.01 ms | 0 - 60 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 2.979 ms | 0 - 38 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.439 ms | 0 - 38 MB | NPU
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+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.723 ms | 0 - 2 MB | NPU
120
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 6.127 ms | 0 - 164 MB | NPU
121
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.736 ms | 0 - 37 MB | NPU
122
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 1.48 ms | 0 - 39 MB | NPU
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  | LeViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.659 ms | 0 - 68 MB | NPU
124
  | LeViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.038 ms | 0 - 91 MB | NPU
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  | LeViT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.012 ms | 0 - 62 MB | NPU
release_assets.json CHANGED
@@ -1,44 +1,44 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a16_mixed_int16": {
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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/levit/releases/v0.51.0/levit-qnn_dlc-w8a16_mixed_int16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-onnx-w8a16_mixed_int16.zip"
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  }
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  }
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  },
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- "float": {
22
  "universal_assets": {
23
- "tflite": {
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- "tool_versions": {
25
- "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.2"
27
- },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-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/levit/releases/v0.51.0/levit-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "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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  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-onnx-float.zip"
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  }
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  }
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  },
@@ -48,14 +48,14 @@
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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/levit/releases/v0.51.0/levit-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"
57
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.51.0/levit-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",
3
  "precisions": {
4
+ "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",
9
+ "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/levit/releases/v0.52.0/levit-tflite-float.zip"
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+ },
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  "qnn_dlc": {
14
  "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/levit/releases/v0.52.0/levit-qnn_dlc-float.zip"
18
  },
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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"
23
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-float.zip"
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  }
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  }
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  },
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+ "w8a16_mixed_int16": {
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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/levit/releases/v0.52.0/levit-qnn_dlc-w8a16_mixed_int16.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/levit/releases/v0.52.0/levit-onnx-w8a16_mixed_int16.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/levit/releases/v0.52.0/levit-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/levit/releases/v0.52.0/levit-onnx-w8a16.zip"
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  }
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  }
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  }