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RegNet

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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 +33 -33
  2. release_assets.json +7 -7
README.md CHANGED
@@ -28,12 +28,12 @@ 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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[RegNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/regnet)**.
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@@ -80,33 +80,33 @@ See our repository for [RegNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  | RegNet | ONNX | w8a8 | Qualcomm® QCM6690 | 18.301 ms | 7 - 17 MB | CPU
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  | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.556 ms | 0 - 89 MB | NPU
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  | RegNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.811 ms | 9 - 18 MB | CPU
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- | RegNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.896 ms | 1 - 77 MB | NPU
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- | RegNet | QNN_DLC | float | Snapdragon® X2 Elite | 1.214 ms | 1 - 1 MB | NPU
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- | RegNet | QNN_DLC | float | Snapdragon® X Elite | 2.275 ms | 1 - 1 MB | NPU
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- | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.408 ms | 0 - 125 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 9.827 ms | 1 - 72 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.038 ms | 1 - 2 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® SA8775P | 3.258 ms | 1 - 74 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® QCS9075 | 3.034 ms | 1 - 3 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.506 ms | 0 - 117 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® SA7255P | 9.827 ms | 1 - 72 MB | NPU
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- | RegNet | QNN_DLC | float | Qualcomm® SA8295P | 3.465 ms | 1 - 62 MB | NPU
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- | RegNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.114 ms | 1 - 74 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.429 ms | 0 - 82 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.572 ms | 0 - 0 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.061 ms | 0 - 0 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.632 ms | 0 - 108 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.625 ms | 0 - 2 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.265 ms | 0 - 78 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.87 ms | 0 - 2 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.28 ms | 0 - 80 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.042 ms | 0 - 2 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.094 ms | 0 - 198 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.315 ms | 0 - 110 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.265 ms | 0 - 78 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.587 ms | 0 - 77 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.478 ms | 0 - 78 MB | NPU
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- | RegNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.183 ms | 0 - 79 MB | NPU
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  | RegNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.891 ms | 0 - 93 MB | NPU
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  | RegNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.4 ms | 0 - 153 MB | NPU
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  | RegNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 9.857 ms | 0 - 88 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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[RegNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/regnet)**.
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  | RegNet | ONNX | w8a8 | Qualcomm® QCM6690 | 18.301 ms | 7 - 17 MB | CPU
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  | RegNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.556 ms | 0 - 89 MB | NPU
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  | RegNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.811 ms | 9 - 18 MB | CPU
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+ | RegNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.879 ms | 1 - 77 MB | NPU
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+ | RegNet | QNN_DLC | float | Snapdragon® X2 Elite | 1.223 ms | 1 - 1 MB | NPU
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+ | RegNet | QNN_DLC | float | Snapdragon® X Elite | 2.27 ms | 1 - 1 MB | NPU
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+ | RegNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.387 ms | 0 - 127 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 9.83 ms | 1 - 71 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.093 ms | 1 - 9 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® SA8775P | 3.259 ms | 1 - 74 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® QCS9075 | 3.042 ms | 1 - 3 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.513 ms | 0 - 116 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® SA7255P | 9.83 ms | 1 - 71 MB | NPU
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+ | RegNet | QNN_DLC | float | Qualcomm® SA8295P | 3.455 ms | 0 - 61 MB | NPU
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+ | RegNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.1 ms | 1 - 74 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 81 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.576 ms | 0 - 0 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.049 ms | 0 - 0 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.649 ms | 0 - 110 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.547 ms | 0 - 2 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.288 ms | 0 - 79 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.902 ms | 0 - 33 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.279 ms | 0 - 79 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.043 ms | 2 - 4 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.095 ms | 0 - 198 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.31 ms | 0 - 111 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.288 ms | 0 - 79 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.599 ms | 0 - 77 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.48 ms | 0 - 78 MB | NPU
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+ | RegNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.159 ms | 0 - 79 MB | NPU
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  | RegNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.891 ms | 0 - 93 MB | NPU
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  | RegNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.4 ms | 0 - 153 MB | NPU
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  | RegNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 9.857 ms | 0 - 88 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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": {
@@ -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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-onnx-w8a8.zip"
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  }
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  }
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  },
@@ -32,20 +32,20 @@
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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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-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/regnet/releases/v0.51.0/regnet-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
4
  "w8a8": {
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  "universal_assets": {
 
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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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-qnn_dlc-w8a8.zip"
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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/regnet/releases/v0.52.0/regnet-onnx-w8a8.zip"
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  }
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  }
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  },
 
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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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-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/regnet/releases/v0.52.0/regnet-onnx-float.zip"
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  }
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  }
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  }