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Swin-Base

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PyTorch
backbone
bu_auto
android
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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 +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/swin_base/releases/v0.51.0/swin_base-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/swin_base/releases/v0.51.0/swin_base-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/swin_base/releases/v0.51.0/swin_base-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/swin_base/releases/v0.51.0/swin_base-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/swin_base/releases/v0.51.0/swin_base-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Swin-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_base)**.
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@@ -80,30 +80,30 @@ See our repository for [Swin-Base on GitHub](https://github.com/qualcomm/ai-hub-
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  | Swin-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 632.98 ms | 121 - 139 MB | CPU
81
  | Swin-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.178 ms | 0 - 470 MB | NPU
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  | Swin-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 598.327 ms | 145 - 168 MB | CPU
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- | Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.962 ms | 1 - 399 MB | NPU
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- | Swin-Base | QNN_DLC | float | Snapdragon® X2 Elite | 8.883 ms | 1 - 1 MB | NPU
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- | Swin-Base | QNN_DLC | float | Snapdragon® X Elite | 20.535 ms | 1 - 1 MB | NPU
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- | Swin-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.231 ms | 0 - 527 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 55.5 ms | 1 - 372 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 19.752 ms | 1 - 3 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® SA8775P | 22.555 ms | 1 - 371 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® QCS9075 | 23.682 ms | 1 - 3 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 30.385 ms | 0 - 517 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® SA7255P | 55.5 ms | 1 - 372 MB | NPU
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- | Swin-Base | QNN_DLC | float | Qualcomm® SA8295P | 28.889 ms | 1 - 363 MB | NPU
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- | Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.767 ms | 1 - 369 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.611 ms | 0 - 442 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.605 ms | 0 - 0 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 21.06 ms | 0 - 0 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.167 ms | 0 - 536 MB | NPU
99
- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 36.159 ms | 0 - 435 MB | NPU
100
- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.666 ms | 0 - 29 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 19.996 ms | 0 - 436 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 24.05 ms | 0 - 2 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 123.017 ms | 0 - 904 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 36.159 ms | 0 - 435 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.809 ms | 0 - 425 MB | NPU
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- | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 22.155 ms | 0 - 825 MB | NPU
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  | Swin-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.724 ms | 0 - 409 MB | NPU
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  | Swin-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 14.988 ms | 0 - 535 MB | NPU
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  | Swin-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 58.496 ms | 0 - 387 MB | NPU
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | 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/swin_base/releases/v0.52.0/swin_base-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/swin_base/releases/v0.52.0/swin_base-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/swin_base/releases/v0.52.0/swin_base-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/swin_base/releases/v0.52.0/swin_base-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/swin_base/releases/v0.52.0/swin_base-tflite-float.zip)
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38
  For more device-specific assets and performance metrics, visit **[Swin-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_base)**.
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80
  | Swin-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 632.98 ms | 121 - 139 MB | CPU
81
  | Swin-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.178 ms | 0 - 470 MB | NPU
82
  | Swin-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 598.327 ms | 145 - 168 MB | CPU
83
+ | Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.949 ms | 0 - 398 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Snapdragon® X2 Elite | 8.881 ms | 1 - 1 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Snapdragon® X Elite | 20.511 ms | 1 - 1 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.446 ms | 0 - 527 MB | NPU
87
+ | Swin-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 55.49 ms | 1 - 373 MB | NPU
88
+ | Swin-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 19.69 ms | 1 - 3 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Qualcomm® SA8775P | 22.553 ms | 1 - 371 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Qualcomm® QCS9075 | 24.09 ms | 1 - 3 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 30.318 ms | 0 - 519 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Qualcomm® SA7255P | 55.49 ms | 1 - 373 MB | NPU
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+ | Swin-Base | QNN_DLC | float | Qualcomm® SA8295P | 28.867 ms | 0 - 362 MB | NPU
94
+ | Swin-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.739 ms | 1 - 369 MB | NPU
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+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 7.609 ms | 0 - 443 MB | NPU
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+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 8.571 ms | 0 - 0 MB | NPU
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+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 21.029 ms | 0 - 0 MB | NPU
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+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.125 ms | 0 - 536 MB | NPU
99
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 36.174 ms | 0 - 435 MB | NPU
100
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.627 ms | 0 - 404 MB | NPU
101
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 20.007 ms | 0 - 436 MB | NPU
102
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 23.56 ms | 0 - 2 MB | NPU
103
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 124.594 ms | 0 - 901 MB | NPU
104
+ | Swin-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 36.174 ms | 0 - 435 MB | NPU
105
+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.805 ms | 0 - 426 MB | NPU
106
+ | Swin-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 22.046 ms | 0 - 823 MB | NPU
107
  | Swin-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.724 ms | 0 - 409 MB | NPU
108
  | Swin-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 14.988 ms | 0 - 535 MB | NPU
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  | Swin-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 58.496 ms | 0 - 387 MB | NPU
release_assets.json CHANGED
@@ -1,44 +1,44 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
4
- "float": {
5
  "universal_assets": {
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- "tflite": {
7
- "tool_versions": {
8
- "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
- },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.51.0/swin_base-tflite-float.zip"
12
- },
13
  "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/swin_base/releases/v0.51.0/swin_base-qnn_dlc-float.zip"
18
  },
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  "onnx": {
20
  "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/swin_base/releases/v0.51.0/swin_base-onnx-float.zip"
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  }
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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": {
32
  "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/swin_base/releases/v0.51.0/swin_base-qnn_dlc-w8a16.zip"
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  },
36
  "onnx": {
37
  "tool_versions": {
38
  "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/swin_base/releases/v0.51.0/swin_base-onnx-w8a16.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
3
  "precisions": {
4
+ "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.52.0/swin_base-qnn_dlc-w8a16.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/swin_base/releases/v0.52.0/swin_base-onnx-w8a16.zip"
18
  }
19
  }
20
  },
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+ "float": {
22
  "universal_assets": {
23
+ "tflite": {
24
+ "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/swin_base/releases/v0.52.0/swin_base-tflite-float.zip"
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+ },
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  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_base/releases/v0.52.0/swin_base-qnn_dlc-float.zip"
35
  },
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  "onnx": {
37
  "tool_versions": {
38
  "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/swin_base/releases/v0.52.0/swin_base-onnx-float.zip"
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  }
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  }
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  }