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MobileNet-v3-Large

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +31 -31
  2. release_assets.json +6 -6
README.md CHANGED
@@ -30,11 +30,11 @@ 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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
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@@ -81,33 +81,33 @@ See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcom
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  | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.185 ms | 24 - 33 MB | CPU
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  | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.369 ms | 0 - 34 MB | NPU
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  | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.287 ms | 24 - 33 MB | CPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.427 ms | 1 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.542 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.181 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.685 ms | 0 - 51 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.891 ms | 0 - 30 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.03 ms | 0 - 7 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.355 ms | 1 - 34 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.222 ms | 3 - 5 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.909 ms | 0 - 55 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.891 ms | 0 - 30 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.834 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.517 ms | 0 - 30 MB | NPU
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  | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.363 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.51 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.107 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.663 ms | 0 - 48 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.74 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.035 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.925 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.151 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.131 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 3.977 ms | 0 - 147 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.22 ms | 0 - 51 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.035 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.57 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.461 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.98 ms | 0 - 33 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.433 ms | 0 - 40 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.698 ms | 0 - 56 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.074 ms | 0 - 35 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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
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  | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.185 ms | 24 - 33 MB | CPU
82
  | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.369 ms | 0 - 34 MB | NPU
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  | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.287 ms | 24 - 33 MB | CPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.426 ms | 1 - 36 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.552 ms | 1 - 1 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.2 ms | 1 - 1 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.688 ms | 0 - 56 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.919 ms | 1 - 30 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.024 ms | 1 - 2 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.359 ms | 0 - 32 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.223 ms | 1 - 3 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.899 ms | 0 - 56 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.919 ms | 1 - 30 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.811 ms | 0 - 31 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.517 ms | 1 - 31 MB | NPU
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  | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.363 ms | 0 - 36 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.511 ms | 0 - 0 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.105 ms | 0 - 0 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.645 ms | 0 - 48 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.757 ms | 0 - 2 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.052 ms | 0 - 33 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.934 ms | 0 - 10 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.133 ms | 0 - 35 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.131 ms | 2 - 4 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 4.006 ms | 0 - 148 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.227 ms | 0 - 51 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.052 ms | 0 - 33 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.55 ms | 0 - 33 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.462 ms | 0 - 31 MB | NPU
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+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.977 ms | 0 - 32 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.433 ms | 0 - 40 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.698 ms | 0 - 56 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.074 ms | 0 - 35 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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.51.0/mobilenet_v3_large-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",
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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": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.52.0/mobilenet_v3_large-onnx-w8a16.zip"
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  }
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  }
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  }