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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +31 -26
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,9 +27,9 @@ 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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-onnx-float.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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-qnn_dlc-float.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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet34-SSD on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet34_ssd1200)**.
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@@ -58,29 +58,34 @@ See our repository for [ResNet34-SSD on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 38.083 ms | 0 - 503 MB | NPU
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- | ResNet34-SSD | ONNX | float | Snapdragon® X2 Elite | 42.948 ms | 30 - 30 MB | NPU
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- | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.439 ms | 29 - 29 MB | NPU
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- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 62.737 ms | 2 - 515 MB | NPU
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- | ResNet34-SSD | ONNX | float | Qualcomm® QCS8550 (Proxy) | 90.435 ms | 0 - 32 MB | NPU
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- | ResNet34-SSD | ONNX | float | Qualcomm® QCS9075 | 152.805 ms | 16 - 36 MB | NPU
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- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 50.221 ms | 1 - 431 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 52.144 ms | 16 - 551 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Snapdragon® X2 Elite | 61.954 ms | 17 - 17 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 129.337 ms | 17 - 17 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 84.716 ms | 16 - 607 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 481.457 ms | 16 - 385 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 129.514 ms | 17 - 20 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS9075 | 194.011 ms | 17 - 35 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 260.877 ms | 4 - 508 MB | NPU
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- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 67.232 ms | 16 - 394 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 74.9 ms | 0 - 564 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 108.177 ms | 0 - 547 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 513.551 ms | 0 - 377 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 143.313 ms | 0 - 4 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS9075 | 199.657 ms | 0 - 64 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 232.566 ms | 1 - 616 MB | NPU
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- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 86.771 ms | 19 - 421 MB | NPU
 
 
 
 
 
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  ## License
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  * The license for the original implementation of ResNet34-SSD can be found
 
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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/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-onnx-float.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/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-qnn_dlc-float.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/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet34-SSD on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet34_ssd1200)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 38.733 ms | 17 - 513 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Mobile | 50.177 ms | 2 - 428 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® X2 Elite | 43.419 ms | 30 - 30 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.464 ms | 29 - 29 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.464 ms | 29 - 29 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 62.899 ms | 0 - 517 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Qualcomm® QCS8550 (Proxy) | 90.698 ms | 0 - 573 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Qualcomm® QCS9075 | 152.711 ms | 16 - 36 MB | NPU
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+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 50.177 ms | 2 - 428 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 52.76 ms | 15 - 553 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 66.869 ms | 16 - 391 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X2 Elite | 61.836 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.96 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.96 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 84.568 ms | 15 - 606 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 481.914 ms | 16 - 385 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 128.396 ms | 17 - 19 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS9075 | 193.951 ms | 17 - 35 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 262.739 ms | 3 - 511 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 66.869 ms | 16 - 391 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 76.117 ms | 0 - 564 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Mobile | 88.158 ms | 0 - 402 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 107.7 ms | 0 - 543 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 513.324 ms | 0 - 378 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 146.036 ms | 0 - 3 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS9075 | 199.375 ms | 0 - 64 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 234.949 ms | 1 - 617 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 88.158 ms | 0 - 402 MB | NPU
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  ## License
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  * The license for the original implementation of ResNet34-SSD can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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  {
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- "version": "0.52.0",
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  "precisions": {
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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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-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/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.53.0",
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  "precisions": {
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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": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-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/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-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/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-onnx-float.zip"
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  }
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  }
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  }