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MobileNet-v3-Large

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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +146 -145
  2. release_assets.json +9 -9
README.md CHANGED
@@ -1,6 +1,6 @@
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  ---
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  library_name: pytorch
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- license: other
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  tags:
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  - backbone
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  - bu_auto
@@ -17,7 +17,7 @@ pipeline_tag: image-classification
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  MobileNet-v3-Large is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
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  This is based on the implementation of MobileNet-v3-Large found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/mobilenetv3.py).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mobilenet_v3_large) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -30,28 +30,28 @@ 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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.60.0/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/v0.60.0/mobilenet_v3_large-qnn_dlc-w8a16.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/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-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/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-tflite-w8a8.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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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mobilenet_v3_large) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mobilenet_v3_large) for usage instructions.
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  ## Model Details
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@@ -67,145 +67,146 @@ See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcom
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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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- | MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.322 ms | 2 - 2 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.73 ms | 12 - 12 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.491 ms | 0 - 53 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.23 ms | 1 - 59 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.941 ms | 0 - 4 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.705 ms | 0 - 15 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8450 | 1.23 ms | 1 - 59 MB | NPU
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  | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.962 ms | 1 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.73 ms | 12 - 12 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.401 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Mobile | 0.401 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.36 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.308 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.714 ms | 7 - 7 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.474 ms | 0 - 63 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.973 ms | 0 - 69 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.885 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.753 ms | 0 - 4 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.699 ms | 0 - 10 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8450 | 0.973 ms | 0 - 69 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.833 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.714 ms | 7 - 7 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 3.48 ms | 0 - 158 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.769 ms | 0 - 43 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.354 ms | 0 - 46 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.354 ms | 0 - 46 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.284 ms | 0 - 43 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.769 ms | 0 - 43 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® X2 Elite | 0.278 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® X Elite | 0.532 ms | 6 - 6 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.376 ms | 0 - 59 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.727 ms | 0 - 65 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.608 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.618 ms | 0 - 4 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.538 ms | 0 - 94 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® QCS8450 | 0.727 ms | 0 - 65 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.65 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.532 ms | 6 - 6 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.981 ms | 0 - 42 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.538 ms | 0 - 41 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.337 ms | 0 - 41 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.337 ms | 0 - 41 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.289 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.538 ms | 0 - 41 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.523 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.186 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.678 ms | 0 - 56 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.902 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.141 ms | 1 - 4 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.921 ms | 1 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.023 ms | 1 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.361 ms | 1 - 33 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8650P | 1.361 ms | 1 - 33 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8255P | 1.361 ms | 1 - 33 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 | 1.902 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.221 ms | 1 - 3 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.186 ms | 1 - 1 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.516 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.921 ms | 1 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.837 ms | 0 - 31 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.516 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.427 ms | 1 - 38 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.493 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.087 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.66 ms | 0 - 52 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.226 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 3.366 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.938 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 2.089 ms | 0 - 37 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.944 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.156 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.156 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.156 ms | 0 - 40 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 1.226 ms | 0 - 58 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.035 ms | 2 - 4 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.087 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 4.35 ms | 0 - 151 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.017 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.465 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.089 ms | 0 - 37 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.583 ms | 0 - 37 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.465 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.37 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.017 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.314 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.627 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.36 ms | 0 - 50 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.726 ms | 0 - 55 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.735 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.532 ms | 0 - 3 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.186 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.5 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.693 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.693 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.693 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.726 ms | 0 - 55 MB | NPU
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  | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.582 ms | 0 - 2 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.627 ms | 0 - 0 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.264 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.572 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing�� Q-8750 | 0.262 ms | 0 - 34 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.186 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.262 ms | 0 - 34 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.219 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.572 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.7 ms | 0 - 56 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.911 ms | 0 - 63 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.202 ms | 0 - 16 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.071 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.036 ms | 0 - 15 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.429 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8650P | 1.429 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8255P | 1.429 ms | 0 - 38 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 | 1.911 ms | 0 - 63 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.267 ms | 0 - 15 MB | NPU
 
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  | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.529 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.071 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.86 ms | 0 - 35 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.529 ms | 0 - 36 MB | NPU
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  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.435 ms | 0 - 35 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.237 ms | 0 - 49 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.538 ms | 0 - 55 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.287 ms | 0 - 10 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.386 ms | 0 - 9 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.904 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.331 ms | 0 - 25 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8775P | 0.527 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8650P | 0.527 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8255P | 0.527 ms | 0 - 36 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.538 ms | 0 - 55 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.418 ms | 0 - 8 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.682 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.395 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.197 ms | 0 - 32 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA7255P | 0.904 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8295P | 0.804 ms | 0 - 33 MB | NPU
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- | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.197 ms | 0 - 32 MB | NPU
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  | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.165 ms | 0 - 33 MB | NPU
208
- | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.395 ms | 0 - 32 MB | NPU
209
 
210
  ## License
211
  * The license for the original implementation of MobileNet-v3-Large can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: bsd-3-clause
4
  tags:
5
  - backbone
6
  - bu_auto
 
17
  MobileNet-v3-Large is a machine learning model that can classify images from the Imagenet dataset. It can also be used as a backbone in building more complex models for specific use cases.
18
 
19
  This is based on the implementation of MobileNet-v3-Large found [here](https://github.com/pytorch/vision/blob/main/torchvision/models/mobilenetv3.py).
20
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/mobilenet_v3_large) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
21
 
22
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
23
 
 
30
 
31
  | Runtime | Precision | Chipset | SDK Versions | Download |
32
  |---|---|---|---|---|
33
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-float.zip)
34
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-w8a16.zip)
35
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-w8a8.zip)
36
+ | 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/v0.61.0/mobilenet_v3_large-qnn_dlc-float.zip)
37
+ | 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/v0.61.0/mobilenet_v3_large-qnn_dlc-w8a16.zip)
38
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-qnn_dlc-w8a8.zip)
39
+ | 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/v0.61.0/mobilenet_v3_large-tflite-float.zip)
40
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-tflite-w8a8.zip)
41
 
42
  For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
43
 
44
 
45
  ### Option 2: Export with Custom Configurations
46
 
47
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/mobilenet_v3_large) Python library to compile and export the model with your own:
48
  - Custom weights (e.g., fine-tuned checkpoints)
49
  - Custom input shapes
50
  - Target device and runtime configurations
51
 
52
  This option is ideal if you need to customize the model beyond the default configuration provided here.
53
 
54
+ See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/mobilenet_v3_large) for usage instructions.
55
 
56
  ## Model Details
57
 
 
67
  ## Performance Summary
68
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
70
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.329 ms | 2 - 2 MB | NPU
71
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.725 ms | 12 - 12 MB | NPU
72
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.485 ms | 0 - 53 MB | NPU
73
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.232 ms | 1 - 60 MB | NPU
74
+ | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.942 ms | 1 - 4 MB | NPU
75
+ | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.708 ms | 0 - 16 MB | NPU
76
+ | MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8450 | 1.232 ms | 1 - 60 MB | NPU
77
  | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.962 ms | 1 - 3 MB | NPU
78
+ | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.725 ms | 12 - 12 MB | NPU
79
+ | MobileNet-v3-Large | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.4 ms | 0 - 32 MB | NPU
80
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Mobile | 0.4 ms | 0 - 32 MB | NPU
81
+ | MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.36 ms | 0 - 31 MB | NPU
82
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.31 ms | 1 - 1 MB | NPU
83
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.703 ms | 7 - 7 MB | NPU
84
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.483 ms | 0 - 62 MB | NPU
85
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.981 ms | 0 - 69 MB | NPU
86
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.779 ms | 0 - 3 MB | NPU
87
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.756 ms | 0 - 4 MB | NPU
88
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.697 ms | 0 - 10 MB | NPU
89
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8450 | 0.981 ms | 0 - 69 MB | NPU
90
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.84 ms | 0 - 3 MB | NPU
91
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.703 ms | 7 - 7 MB | NPU
92
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 3.469 ms | 0 - 158 MB | NPU
93
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.766 ms | 0 - 43 MB | NPU
94
+ | MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.352 ms | 0 - 47 MB | NPU
95
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.352 ms | 0 - 47 MB | NPU
96
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.292 ms | 0 - 42 MB | NPU
97
+ | MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.766 ms | 0 - 43 MB | NPU
98
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® X2 Elite | 0.272 ms | 1 - 1 MB | NPU
99
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® X Elite | 0.534 ms | 6 - 6 MB | NPU
100
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.378 ms | 0 - 65 MB | NPU
101
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.73 ms | 0 - 66 MB | NPU
102
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.606 ms | 0 - 3 MB | NPU
103
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.598 ms | 0 - 4 MB | NPU
104
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.525 ms | 0 - 9 MB | NPU
105
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® QCS8450 | 0.73 ms | 0 - 66 MB | NPU
106
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.655 ms | 0 - 3 MB | NPU
107
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.534 ms | 6 - 6 MB | NPU
108
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.986 ms | 0 - 41 MB | NPU
109
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.542 ms | 0 - 41 MB | NPU
110
+ | MobileNet-v3-Large | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.334 ms | 0 - 46 MB | NPU
111
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.334 ms | 0 - 46 MB | NPU
112
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.293 ms | 0 - 44 MB | NPU
113
+ | MobileNet-v3-Large | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.542 ms | 0 - 41 MB | NPU
114
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.515 ms | 1 - 1 MB | NPU
115
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.169 ms | 1 - 1 MB | NPU
116
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.691 ms | 0 - 55 MB | NPU
117
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.898 ms | 0 - 58 MB | NPU
118
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.138 ms | 1 - 4 MB | NPU
119
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.925 ms | 1 - 31 MB | NPU
120
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.026 ms | 1 - 2 MB | NPU
121
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.376 ms | 1 - 33 MB | NPU
122
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8650P | 1.376 ms | 1 - 33 MB | NPU
123
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8255P | 1.376 ms | 1 - 33 MB | NPU
124
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 | 1.898 ms | 0 - 58 MB | NPU
125
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.224 ms | 3 - 5 MB | NPU
126
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.169 ms | 1 - 1 MB | NPU
127
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.52 ms | 0 - 36 MB | NPU
128
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.925 ms | 1 - 31 MB | NPU
129
+ | MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.841 ms | 0 - 31 MB | NPU
130
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.52 ms | 0 - 36 MB | NPU
131
+ | MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.427 ms | 1 - 33 MB | NPU
132
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.504 ms | 0 - 0 MB | NPU
133
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.085 ms | 0 - 0 MB | NPU
134
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.66 ms | 0 - 53 MB | NPU
135
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.233 ms | 0 - 59 MB | NPU
136
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 3.35 ms | 2 - 4 MB | NPU
137
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.95 ms | 0 - 3 MB | NPU
138
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 2.084 ms | 0 - 37 MB | NPU
139
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.949 ms | 0 - 8 MB | NPU
140
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.156 ms | 0 - 39 MB | NPU
141
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.156 ms | 0 - 39 MB | NPU
142
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.156 ms | 0 - 39 MB | NPU
143
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 1.233 ms | 0 - 59 MB | NPU
144
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.032 ms | 2 - 4 MB | NPU
145
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.085 ms | 0 - 0 MB | NPU
146
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 4.384 ms | 0 - 151 MB | NPU
147
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 1.021 ms | 0 - 36 MB | NPU
148
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.462 ms | 0 - 40 MB | NPU
149
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.084 ms | 0 - 37 MB | NPU
150
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.565 ms | 0 - 37 MB | NPU
151
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.462 ms | 0 - 40 MB | NPU
152
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.369 ms | 0 - 36 MB | NPU
153
+ | MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.021 ms | 0 - 36 MB | NPU
154
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.315 ms | 0 - 0 MB | NPU
155
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.614 ms | 0 - 0 MB | NPU
156
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.355 ms | 0 - 50 MB | NPU
157
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.725 ms | 0 - 56 MB | NPU
158
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.731 ms | 0 - 2 MB | NPU
159
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.56 ms | 0 - 3 MB | NPU
160
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.182 ms | 0 - 35 MB | NPU
161
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.512 ms | 0 - 2 MB | NPU
162
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.696 ms | 0 - 38 MB | NPU
163
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.696 ms | 0 - 38 MB | NPU
164
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.696 ms | 0 - 38 MB | NPU
165
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.725 ms | 0 - 56 MB | NPU
166
  | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.582 ms | 0 - 2 MB | NPU
167
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.614 ms | 0 - 0 MB | NPU
168
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.241 ms | 0 - 36 MB | NPU
169
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.564 ms | 0 - 35 MB | NPU
170
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.259 ms | 0 - 38 MB | NPU
171
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.182 ms | 0 - 35 MB | NPU
172
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.996 ms | 0 - 35 MB | NPU
173
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.259 ms | 0 - 38 MB | NPU
174
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.217 ms | 0 - 35 MB | NPU
175
+ | MobileNet-v3-Large | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.564 ms | 0 - 35 MB | NPU
176
+ | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.699 ms | 0 - 55 MB | NPU
177
+ | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.905 ms | 0 - 62 MB | NPU
178
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.199 ms | 0 - 16 MB | NPU
179
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.051 ms | 0 - 35 MB | NPU
180
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.032 ms | 0 - 3 MB | NPU
181
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.407 ms | 0 - 38 MB | NPU
182
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8650P | 1.407 ms | 0 - 38 MB | NPU
183
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8255P | 1.407 ms | 0 - 38 MB | NPU
184
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 | 1.905 ms | 0 - 62 MB | NPU
185
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.273 ms | 0 - 15 MB | NPU
186
  | MobileNet-v3-Large | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.529 ms | 0 - 36 MB | NPU
187
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.051 ms | 0 - 35 MB | NPU
188
+ | MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.855 ms | 0 - 35 MB | NPU
189
  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.529 ms | 0 - 36 MB | NPU
190
  | MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.435 ms | 0 - 35 MB | NPU
191
+ | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.236 ms | 0 - 50 MB | NPU
192
+ | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.54 ms | 0 - 56 MB | NPU
193
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.31 ms | 0 - 10 MB | NPU
194
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.58 ms | 0 - 9 MB | NPU
195
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.879 ms | 0 - 33 MB | NPU
196
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.333 ms | 0 - 2 MB | NPU
197
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8775P | 0.531 ms | 0 - 36 MB | NPU
198
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8650P | 0.531 ms | 0 - 36 MB | NPU
199
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8255P | 0.531 ms | 0 - 36 MB | NPU
200
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.54 ms | 0 - 56 MB | NPU
201
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.416 ms | 0 - 8 MB | NPU
202
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.685 ms | 0 - 33 MB | NPU
203
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.396 ms | 0 - 32 MB | NPU
204
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.196 ms | 0 - 32 MB | NPU
205
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA7255P | 0.879 ms | 0 - 33 MB | NPU
206
+ | MobileNet-v3-Large | TFLITE | w8a8 | Qualcomm® SA8295P | 0.779 ms | 0 - 33 MB | NPU
207
+ | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.196 ms | 0 - 32 MB | NPU
208
  | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.165 ms | 0 - 33 MB | NPU
209
+ | MobileNet-v3-Large | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.396 ms | 0 - 32 MB | NPU
210
 
211
  ## License
212
  * The license for the original implementation of MobileNet-v3-Large can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -48,19 +48,19 @@
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.60.0/mobilenet_v3_large-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.61.0/mobilenet_v3_large-tflite-w8a8.zip"
64
  }
65
  }
66
  }