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/
SwinV2-Base

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PyTorch
backbone
bu_auto
android
Model card Files
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 Community
qaihm-bot commited on
Commit
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1 Parent(s): 1ebdeb4

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 +27 -27
  2. release_assets.json +6 -6
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/swinv2_base/releases/v0.51.0/swinv2_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/swinv2_base/releases/v0.51.0/swinv2_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/swinv2_base/releases/v0.51.0/swinv2_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/swinv2_base/releases/v0.51.0/swinv2_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/swinv2_base/releases/v0.51.0/swinv2_base-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[SwinV2-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swinv2_base)**.
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@@ -80,28 +80,28 @@ See our repository for [SwinV2-Base on GitHub](https://github.com/qualcomm/ai-hu
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  | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 713.751 ms | 80 - 101 MB | CPU
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  | SwinV2-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.665 ms | 0 - 866 MB | NPU
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  | SwinV2-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 662.899 ms | 156 - 178 MB | CPU
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- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.557 ms | 0 - 424 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.375 ms | 1 - 1 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Snapdragon® X Elite | 29.74 ms | 1 - 1 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.935 ms | 1 - 552 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 74.006 ms | 1 - 393 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 28.682 ms | 1 - 3 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.978 ms | 1 - 392 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS9075 | 37.916 ms | 1 - 3 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.29 ms | 0 - 538 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA7255P | 74.006 ms | 1 - 393 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8295P | 38.42 ms | 1 - 384 MB | NPU
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- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.045 ms | 1 - 398 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.362 ms | 0 - 943 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 12.461 ms | 0 - 0 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.327 ms | 0 - 0 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.03 ms | 0 - 621 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 53.241 ms | 0 - 934 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.722 ms | 0 - 3 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.923 ms | 0 - 916 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 36.121 ms | 0 - 2 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 53.241 ms | 0 - 934 MB | NPU
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- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 15.127 ms | 0 - 888 MB | NPU
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  | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.961 ms | 0 - 969 MB | NPU
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  | SwinV2-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.923 ms | 0 - 655 MB | NPU
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  | SwinV2-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 75.284 ms | 0 - 902 MB | NPU
 
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  | 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/swinv2_base/releases/v0.52.0/swinv2_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/swinv2_base/releases/v0.52.0/swinv2_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/swinv2_base/releases/v0.52.0/swinv2_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/swinv2_base/releases/v0.52.0/swinv2_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/swinv2_base/releases/v0.52.0/swinv2_base-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[SwinV2-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swinv2_base)**.
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  | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 713.751 ms | 80 - 101 MB | CPU
81
  | SwinV2-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.665 ms | 0 - 866 MB | NPU
82
  | SwinV2-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 662.899 ms | 156 - 178 MB | CPU
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+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.59 ms | 0 - 427 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.197 ms | 1 - 1 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Snapdragon® X Elite | 29.749 ms | 1 - 1 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.88 ms | 0 - 551 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 73.917 ms | 1 - 394 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 28.455 ms | 1 - 3 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.978 ms | 1 - 393 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS9075 | 37.654 ms | 1 - 3 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.208 ms | 0 - 537 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA7255P | 73.917 ms | 1 - 394 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8295P | 38.326 ms | 1 - 384 MB | NPU
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+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.073 ms | 1 - 397 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.387 ms | 0 - 942 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 12.363 ms | 0 - 0 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.302 ms | 0 - 0 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.032 ms | 0 - 622 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 53.198 ms | 0 - 933 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.381 ms | 0 - 3 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.919 ms | 0 - 916 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 35.16 ms | 0 - 2 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 53.198 ms | 0 - 933 MB | NPU
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+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 15.111 ms | 0 - 886 MB | NPU
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  | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.961 ms | 0 - 969 MB | NPU
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  | SwinV2-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.923 ms | 0 - 655 MB | NPU
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  | SwinV2-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 75.284 ms | 0 - 902 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
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- "version": "0.51.0",
3
  "precisions": {
4
  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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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/swinv2_base/releases/v0.51.0/swinv2_base-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/swinv2_base/releases/v0.51.0/swinv2_base-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/swinv2_base/releases/v0.51.0/swinv2_base-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/swinv2_base/releases/v0.51.0/swinv2_base-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/swinv2_base/releases/v0.51.0/swinv2_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",
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  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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  "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/swinv2_base/releases/v0.52.0/swinv2_base-tflite-float.zip"
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  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "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/swinv2_base/releases/v0.52.0/swinv2_base-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/swinv2_base/releases/v0.52.0/swinv2_base-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/swinv2_base/releases/v0.52.0/swinv2_base-onnx-w8a16.zip"
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  }
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  }
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  }