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Swin-Small

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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 +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/swin_small/releases/v0.51.0/swin_small-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_small/releases/v0.51.0/swin_small-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_small/releases/v0.51.0/swin_small-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_small/releases/v0.51.0/swin_small-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_small/releases/v0.51.0/swin_small-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Swin-Small on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_small)**.
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@@ -80,30 +80,30 @@ See our repository for [Swin-Small on GitHub](https://github.com/qualcomm/ai-hub
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  | Swin-Small | ONNX | w8a16 | Qualcomm® QCM6690 | 385.253 ms | 81 - 99 MB | CPU
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  | Swin-Small | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 7.502 ms | 0 - 474 MB | NPU
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  | Swin-Small | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 360.716 ms | 107 - 128 MB | CPU
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- | Swin-Small | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.47 ms | 0 - 606 MB | NPU
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- | Swin-Small | QNN_DLC | float | Snapdragon® X2 Elite | 7.232 ms | 1 - 1 MB | NPU
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- | Swin-Small | QNN_DLC | float | Snapdragon® X Elite | 16.783 ms | 1 - 1 MB | NPU
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- | Swin-Small | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 10.518 ms | 0 - 976 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.187 ms | 1 - 631 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.15 ms | 1 - 387 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® SA8775P | 18.046 ms | 1 - 626 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® QCS9075 | 20.327 ms | 1 - 3 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 25.298 ms | 0 - 409 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® SA7255P | 39.187 ms | 1 - 631 MB | NPU
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- | Swin-Small | QNN_DLC | float | Qualcomm® SA8295P | 23.36 ms | 1 - 599 MB | NPU
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- | Swin-Small | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.956 ms | 1 - 621 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.495 ms | 0 - 655 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 7.364 ms | 0 - 0 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® X Elite | 17.596 ms | 0 - 0 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.856 ms | 0 - 883 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 29.028 ms | 0 - 651 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 16.51 ms | 0 - 3 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® SA8775P | 16.767 ms | 0 - 656 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 19.739 ms | 0 - 2 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 78.03 ms | 0 - 619 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Qualcomm® SA7255P | 29.028 ms | 0 - 651 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.302 ms | 0 - 642 MB | NPU
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- | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 17.296 ms | 0 - 685 MB | NPU
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  | Swin-Small | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.102 ms | 0 - 320 MB | NPU
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  | Swin-Small | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.638 ms | 0 - 449 MB | NPU
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  | Swin-Small | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 41.087 ms | 0 - 317 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/swin_small/releases/v0.52.0/swin_small-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_small/releases/v0.52.0/swin_small-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_small/releases/v0.52.0/swin_small-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_small/releases/v0.52.0/swin_small-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_small/releases/v0.52.0/swin_small-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Swin-Small on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swin_small)**.
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  | Swin-Small | ONNX | w8a16 | Qualcomm® QCM6690 | 385.253 ms | 81 - 99 MB | CPU
81
  | Swin-Small | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 7.502 ms | 0 - 474 MB | NPU
82
  | Swin-Small | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 360.716 ms | 107 - 128 MB | CPU
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+ | Swin-Small | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.484 ms | 1 - 607 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Snapdragon® X2 Elite | 7.395 ms | 1 - 1 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Snapdragon® X Elite | 16.802 ms | 1 - 1 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 10.552 ms | 0 - 973 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 39.174 ms | 1 - 631 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 16.075 ms | 1 - 3 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® SA8775P | 18.024 ms | 1 - 626 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® QCS9075 | 20.361 ms | 1 - 3 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 25.511 ms | 0 - 409 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® SA7255P | 39.174 ms | 1 - 631 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Qualcomm® SA8295P | 23.309 ms | 1 - 599 MB | NPU
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+ | Swin-Small | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.991 ms | 1 - 621 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 6.505 ms | 0 - 656 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 7.391 ms | 0 - 0 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® X Elite | 17.597 ms | 0 - 0 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.848 ms | 0 - 882 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 29.056 ms | 0 - 651 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 16.409 ms | 0 - 2 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® SA8775P | 16.748 ms | 0 - 655 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 19.341 ms | 0 - 2 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 78.014 ms | 0 - 620 MB | NPU
104
+ | Swin-Small | QNN_DLC | w8a16 | Qualcomm® SA7255P | 29.056 ms | 0 - 651 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.371 ms | 0 - 642 MB | NPU
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+ | Swin-Small | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 17.363 ms | 0 - 685 MB | NPU
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  | Swin-Small | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.102 ms | 0 - 320 MB | NPU
108
  | Swin-Small | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.638 ms | 0 - 449 MB | NPU
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  | Swin-Small | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 41.087 ms | 0 - 317 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",
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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/swin_small/releases/v0.51.0/swin_small-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "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_small/releases/v0.51.0/swin_small-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/swin_small/releases/v0.51.0/swin_small-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/swin_small/releases/v0.51.0/swin_small-qnn_dlc-w8a16.zip"
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  },
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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_small/releases/v0.51.0/swin_small-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
  "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/swin_small/releases/v0.52.0/swin_small-tflite-float.zip"
12
  },
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/swin_small/releases/v0.52.0/swin_small-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swin_small/releases/v0.52.0/swin_small-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/swin_small/releases/v0.52.0/swin_small-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/swin_small/releases/v0.52.0/swin_small-onnx-w8a16.zip"
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  }
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  }
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  }