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ResNet34-SSD

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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +25 -17
  2. release_assets.json +4 -4
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/v0.53.1/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/v0.53.1/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/v0.53.1/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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@@ -65,27 +65,35 @@ See our repository for [ResNet34-SSD on GitHub](https://github.com/qualcomm/ai-h
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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
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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/v0.54.0/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/v0.54.0/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/v0.54.0/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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  | 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 | Snapdragon® 8 Elite For Galaxy Mobile | 50.177 ms | 2 - 428 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 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 54.129 ms | 12 - 549 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 66.812 ms | 16 - 392 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X2 Elite | 62.086 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.441 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.441 ms | 17 - 17 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 84.618 ms | 8 - 598 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 132.26 ms | 17 - 622 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® SA8775P | 173.688 ms | 16 - 386 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® SA8775P | 173.688 ms | 16 - 386 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® SA8775P | 173.688 ms | 16 - 386 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® SA7255P | 481.705 ms | 13 - 381 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® SA8295P | 183.35 ms | 0 - 328 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 66.812 ms | 16 - 392 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS9075 | 193.756 ms | 17 - 35 MB | NPU
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+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 262.472 ms | 3 - 508 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® QCS8550 (Proxy) | 146.036 ms | 0 - 3 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® SA8775P | 183.456 ms | 0 - 426 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® SA8775P | 183.456 ms | 0 - 426 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® SA8775P | 183.456 ms | 0 - 426 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® SA7255P | 513.324 ms | 0 - 378 MB | NPU
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+ | ResNet34-SSD | TFLITE | float | Qualcomm® SA8295P | 201.89 ms | 0 - 353 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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  | 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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  ## License
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  * The license for the original implementation of ResNet34-SSD can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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  "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": "1.4.3"
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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/v0.53.1/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/v0.53.1/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/v0.53.1/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": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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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/v0.54.0/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/v0.54.0/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/v0.54.0/resnet34_ssd1200-onnx-float.zip"
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  }
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  }
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  }