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DLA-102-X

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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 +27 -27
  2. release_assets.json +9 -9
README.md CHANGED
@@ -29,12 +29,12 @@ 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/dla102x/releases/v0.51.0/dla102x-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.51.0/dla102x-onnx-w8a8.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/dla102x/releases/v0.51.0/dla102x-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.51.0/dla102x-qnn_dlc-w8a8.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/dla102x/releases/v0.51.0/dla102x-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.51.0/dla102x-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DLA-102-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dla102x)**.
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@@ -80,27 +80,27 @@ See our repository for [DLA-102-X on GitHub](https://github.com/qualcomm/ai-hub-
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  | DLA-102-X | ONNX | w8a8 | Qualcomm® QCM6690 | 40.559 ms | 6 - 17 MB | CPU
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  | DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.879 ms | 0 - 118 MB | NPU
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  | DLA-102-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.852 ms | 16 - 28 MB | CPU
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- | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.21 ms | 1 - 102 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Snapdragon® X2 Elite | 1.682 ms | 1 - 1 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Snapdragon® X Elite | 3.124 ms | 1 - 1 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.009 ms | 0 - 147 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.43 ms | 1 - 98 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.904 ms | 1 - 2 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Qualcomm® QCS9075 | 4.215 ms | 3 - 5 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.563 ms | 0 - 122 MB | NPU
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- | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.602 ms | 0 - 99 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.612 ms | 0 - 110 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.882 ms | 0 - 0 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.563 ms | 0 - 0 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.975 ms | 0 - 132 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.02 ms | 2 - 4 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.239 ms | 0 - 104 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.389 ms | 0 - 2 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.578 ms | 2 - 4 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.603 ms | 0 - 235 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.932 ms | 0 - 133 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.789 ms | 0 - 108 MB | NPU
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- | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.703 ms | 0 - 107 MB | NPU
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  | DLA-102-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.207 ms | 0 - 148 MB | NPU
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  | DLA-102-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.992 ms | 0 - 190 MB | NPU
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  | DLA-102-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.435 ms | 0 - 145 MB | NPU
 
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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/dla102x/releases/v0.52.0/dla102x-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.52.0/dla102x-onnx-w8a8.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/dla102x/releases/v0.52.0/dla102x-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.52.0/dla102x-qnn_dlc-w8a8.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/dla102x/releases/v0.52.0/dla102x-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.52.0/dla102x-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DLA-102-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dla102x)**.
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  | DLA-102-X | ONNX | w8a8 | Qualcomm® QCM6690 | 40.559 ms | 6 - 17 MB | CPU
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  | DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.879 ms | 0 - 118 MB | NPU
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  | DLA-102-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.852 ms | 16 - 28 MB | CPU
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+ | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.203 ms | 0 - 102 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Snapdragon® X2 Elite | 1.609 ms | 1 - 1 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Snapdragon® X Elite | 3.12 ms | 1 - 1 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.994 ms | 0 - 147 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.432 ms | 1 - 98 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.843 ms | 1 - 3 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Qualcomm® QCS9075 | 4.223 ms | 1 - 3 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.544 ms | 0 - 120 MB | NPU
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+ | DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.605 ms | 0 - 99 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.626 ms | 0 - 110 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.877 ms | 0 - 0 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.577 ms | 0 - 0 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.965 ms | 0 - 133 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.957 ms | 0 - 2 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.24 ms | 0 - 104 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.346 ms | 0 - 2 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.573 ms | 2 - 4 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.626 ms | 0 - 235 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.932 ms | 0 - 135 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.789 ms | 0 - 109 MB | NPU
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+ | DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.7 ms | 0 - 103 MB | NPU
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  | DLA-102-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.207 ms | 0 - 148 MB | NPU
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  | DLA-102-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.992 ms | 0 - 190 MB | NPU
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  | DLA-102-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.435 ms | 0 - 145 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a8": {
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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",
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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/dla102x/releases/v0.51.0/dla102x-tflite-w8a8.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/dla102x/releases/v0.51.0/dla102x-qnn_dlc-w8a8.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/dla102x/releases/v0.51.0/dla102x-onnx-w8a8.zip"
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  }
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  }
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  },
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- "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",
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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/dla102x/releases/v0.51.0/dla102x-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
39
  "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/dla102x/releases/v0.51.0/dla102x-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/dla102x/releases/v0.51.0/dla102x-onnx-float.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": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.52.0/dla102x-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/dla102x/releases/v0.52.0/dla102x-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"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.52.0/dla102x-onnx-float.zip"
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  }
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  }
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  },
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+ "w8a8": {
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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",
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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/dla102x/releases/v0.52.0/dla102x-tflite-w8a8.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/dla102x/releases/v0.52.0/dla102x-qnn_dlc-w8a8.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/dla102x/releases/v0.52.0/dla102x-onnx-w8a8.zip"
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  }
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  }
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  }