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ConvNext-Base

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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 +26 -26
  2. release_assets.json +6 -6
README.md CHANGED
@@ -28,11 +28,11 @@ 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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ConvNext-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/convnext_base)**.
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@@ -79,27 +79,27 @@ See our repository for [ConvNext-Base on GitHub](https://github.com/qualcomm/ai-
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  | ConvNext-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 629.093 ms | 69 - 84 MB | CPU
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  | ConvNext-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.217 ms | 0 - 210 MB | NPU
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  | ConvNext-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 601.029 ms | 73 - 90 MB | CPU
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- | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.534 ms | 1 - 183 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Snapdragon® X2 Elite | 4.314 ms | 1 - 1 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Snapdragon® X Elite | 8.622 ms | 1 - 1 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.018 ms | 0 - 306 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 42.42 ms | 1 - 179 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.224 ms | 1 - 460 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS9075 | 12.345 ms | 1 - 3 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 20.612 ms | 0 - 295 MB | NPU
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- | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.665 ms | 0 - 182 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.52 ms | 0 - 211 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.096 ms | 0 - 0 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.255 ms | 0 - 0 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.067 ms | 0 - 247 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 20.829 ms | 0 - 2 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 14.619 ms | 0 - 201 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.897 ms | 0 - 38 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.119 ms | 0 - 2 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 75.647 ms | 0 - 397 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 9.204 ms | 0 - 250 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.279 ms | 0 - 194 MB | NPU
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- | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.764 ms | 0 - 253 MB | NPU
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  | ConvNext-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.158 ms | 0 - 179 MB | NPU
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  | ConvNext-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.456 ms | 0 - 303 MB | NPU
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  | ConvNext-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 40.984 ms | 0 - 175 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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ConvNext-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/convnext_base)**.
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  | ConvNext-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 629.093 ms | 69 - 84 MB | CPU
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  | ConvNext-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.217 ms | 0 - 210 MB | NPU
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  | ConvNext-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 601.029 ms | 73 - 90 MB | CPU
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+ | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.534 ms | 1 - 184 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Snapdragon® X2 Elite | 4.303 ms | 1 - 1 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Snapdragon® X Elite | 8.635 ms | 1 - 1 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 6.016 ms | 0 - 303 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 42.424 ms | 1 - 180 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.255 ms | 1 - 2 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS9075 | 12.314 ms | 1 - 3 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 20.584 ms | 0 - 295 MB | NPU
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+ | ConvNext-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.647 ms | 0 - 180 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.529 ms | 0 - 211 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.119 ms | 0 - 0 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.25 ms | 0 - 0 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.043 ms | 0 - 251 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 20.701 ms | 0 - 2 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 14.625 ms | 0 - 202 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.935 ms | 0 - 4 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.123 ms | 0 - 2 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 72.956 ms | 2 - 401 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 9.188 ms | 0 - 251 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.284 ms | 0 - 194 MB | NPU
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+ | ConvNext-Base | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.763 ms | 0 - 253 MB | NPU
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  | ConvNext-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.158 ms | 0 - 179 MB | NPU
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  | ConvNext-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.456 ms | 0 - 303 MB | NPU
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  | ConvNext-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 40.984 ms | 0 - 175 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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  "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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-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/convnext_base/releases/v0.51.0/convnext_base-onnx-w8a16.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",
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/convnext_base/releases/v0.52.0/convnext_base-tflite-float.zip"
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  },
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  "qnn_dlc": {
14
  "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/convnext_base/releases/v0.52.0/convnext_base-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-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/convnext_base/releases/v0.52.0/convnext_base-onnx-w8a16.zip"
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  }
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  }
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  }