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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +99 -93
  2. release_assets.json +40 -40
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  NAFNET is designed for lightweight real-time upscaling of images.
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  This is based on the implementation of NAFSSR found [here](https://github.com/megvii-research/NAFNet.git).
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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/v0.57.3/src/qai_hub_models/models/nafssr) 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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@@ -27,59 +27,59 @@ 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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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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  For more device-specific assets and performance metrics, visit **[NAFSSR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nafssr)**.
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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/v0.57.3/src/qai_hub_models/models/nafssr) 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 [NAFSSR on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/nafssr) for usage instructions.
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  ## Model Details
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@@ -94,57 +94,63 @@ See our repository for [NAFSSR on GitHub](https://github.com/qualcomm/ai-hub-mod
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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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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 79.577 ms | 7 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 199.528 ms | 42 - 42 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 127.996 ms | 6 - 13 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 233.727 ms | 4 - 18 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 188.714 ms | 0 - 41 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 233.727 ms | 4 - 18 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.718 ms | 5 - 12 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 194.022 ms | 3 - 6 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 100.087 ms | 4 - 12 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8750 | 100.087 ms | 4 - 12 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS7181 | 199.528 ms | 42 - 42 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 64.536 ms | 3 - 3 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 189.582 ms | 35 - 35 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.006 ms | 2 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 180.586 ms | 0 - 42 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 202.245 ms | 0 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.552 ms | 2 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 1592.309 ms | 0 - 6 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 183.764 ms | 2 - 4 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 85.542 ms | 2 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 202.245 ms | 0 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 85.542 ms | 2 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 189.582 ms | 35 - 35 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 79.799 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 199.242 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 127.792 ms | 1 - 7 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 235.697 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 | 355.445 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 188.009 ms | 1 - 2 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 235.697 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.807 ms | 0 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 355.445 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 193.788 ms | 0 - 4 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 100.571 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 228.173 ms | 1 - 6 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8750 | 100.571 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS7181 | 199.242 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 64.962 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 189.815 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 117.689 ms | 1 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 299.524 ms | 0 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 179.93 ms | 1 - 2 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 202.149 ms | 0 - 6 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.603 ms | 0 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 299.524 ms | 0 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 1662.723 ms | 0 - 7 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 183.551 ms | 0 - 3 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 85.497 ms | 1 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 202.149 ms | 0 - 6 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 85.497 ms | 1 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 189.815 ms | 0 - 0 MB | NPU
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of NAFSSR can be found
 
14
  NAFNET is designed for lightweight real-time upscaling of images.
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16
  This is based on the implementation of NAFSSR found [here](https://github.com/megvii-research/NAFNet.git).
17
+ 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/v0.58.0/src/qai_hub_models/models/nafssr) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  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.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
31
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
32
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
33
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
34
+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
35
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
36
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
37
+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
38
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
39
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
40
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
41
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
42
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
43
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
44
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
45
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
46
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
47
+ | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
48
+ | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
49
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
50
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip)
51
+ | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
52
+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_sa8775p.zip)
53
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
54
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
55
+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_sa7255p.zip)
56
+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_sa8295p.zip)
57
+ | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_qcs9075.zip)
58
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
59
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
60
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
61
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
62
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
63
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
64
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
65
+ | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
66
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
67
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
68
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
69
 
70
  For more device-specific assets and performance metrics, visit **[NAFSSR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nafssr)**.
71
 
72
 
73
  ### Option 2: Export with Custom Configurations
74
 
75
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/nafssr) Python library to compile and export the model with your own:
76
  - Custom weights (e.g., fine-tuned checkpoints)
77
  - Custom input shapes
78
  - Target device and runtime configurations
79
 
80
  This option is ideal if you need to customize the model beyond the default configuration provided here.
81
 
82
+ See our repository for [NAFSSR on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/nafssr) for usage instructions.
83
 
84
  ## Model Details
85
 
 
94
  ## Performance Summary
95
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
96
  |---|---|---|---|---|---|---
97
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 80.063 ms | 7 - 7 MB | NPU
98
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 199.58 ms | 41 - 41 MB | NPU
99
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 128.675 ms | 5 - 13 MB | NPU
100
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 235.179 ms | 4 - 18 MB | NPU
101
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 188.575 ms | 0 - 41 MB | NPU
102
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 235.179 ms | 4 - 18 MB | NPU
103
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.62 ms | 6 - 13 MB | NPU
104
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 194.022 ms | 3 - 6 MB | NPU
105
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 100.16 ms | 6 - 17 MB | NPU
106
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 100.16 ms | 6 - 17 MB | NPU
107
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 199.58 ms | 41 - 41 MB | NPU
108
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 64.544 ms | 3 - 3 MB | NPU
109
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 189.925 ms | 35 - 35 MB | NPU
110
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.059 ms | 2 - 10 MB | NPU
111
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 181.215 ms | 0 - 42 MB | NPU
112
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 259.672 ms | 2 - 4 MB | NPU
113
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 201.951 ms | 2 - 7 MB | NPU
114
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.736 ms | 2 - 9 MB | NPU
115
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1350.37 ms | 0 - 7 MB | NPU
116
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 86.552 ms | 3 - 9 MB | NPU
117
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 201.951 ms | 2 - 7 MB | NPU
118
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 86.552 ms | 3 - 9 MB | NPU
119
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 189.925 ms | 35 - 35 MB | NPU
120
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 79.589 ms | 0 - 0 MB | NPU
121
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 199.586 ms | 0 - 0 MB | NPU
122
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 127.97 ms | 1 - 8 MB | NPU
123
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 234.765 ms | 1 - 10 MB | NPU
124
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 | 355.446 ms | 1 - 8 MB | NPU
125
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 188.057 ms | 1 - 2 MB | NPU
126
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 194.995 ms | 1 - 9 MB | NPU
127
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 194.995 ms | 1 - 9 MB | NPU
128
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 194.995 ms | 1 - 9 MB | NPU
129
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 234.765 ms | 1 - 10 MB | NPU
130
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.866 ms | 0 - 8 MB | NPU
131
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 194.024 ms | 0 - 4 MB | NPU
132
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 355.446 ms | 1 - 8 MB | NPU
133
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 98.316 ms | 1 - 10 MB | NPU
134
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 228.311 ms | 1 - 6 MB | NPU
135
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 98.316 ms | 1 - 10 MB | NPU
136
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 199.586 ms | 0 - 0 MB | NPU
137
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 64.987 ms | 0 - 0 MB | NPU
138
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 189.751 ms | 0 - 0 MB | NPU
139
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.082 ms | 0 - 8 MB | NPU
140
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 299.632 ms | 0 - 10 MB | NPU
141
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 180.549 ms | 1 - 3 MB | NPU
142
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 184.777 ms | 0 - 9 MB | NPU
143
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 184.777 ms | 0 - 9 MB | NPU
144
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 184.777 ms | 0 - 9 MB | NPU
145
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 184.087 ms | 0 - 3 MB | NPU
146
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 200.227 ms | 0 - 7 MB | NPU
147
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.728 ms | 0 - 9 MB | NPU
148
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1090.376 ms | 0 - 7 MB | NPU
149
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 299.632 ms | 0 - 10 MB | NPU
150
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 85.909 ms | 1 - 10 MB | NPU
151
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 200.227 ms | 0 - 7 MB | NPU
152
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 85.909 ms | 1 - 10 MB | NPU
153
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 189.751 ms | 0 - 0 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of NAFSSR can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.57.3",
3
  "precisions": {
4
  "float": {
5
  "chipset_assets": {
@@ -8,14 +8,14 @@
8
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@@ -23,14 +23,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
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@@ -38,14 +38,14 @@
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@@ -53,14 +53,14 @@
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  "qualcomm-snapdragon-x-elite": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip"
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  "qualcomm-snapdragon-x2-elite": {
@@ -83,14 +83,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip"
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  "qualcomm-sa7255p": {
@@ -98,7 +98,7 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa7255p.zip"
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  "qualcomm-sa8295p": {
@@ -106,7 +106,7 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa8295p.zip"
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  "qualcomm-sa8775p": {
@@ -114,7 +114,7 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_sa8775p.zip"
118
  }
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  "qualcomm-qcs8550-proxy": {
@@ -122,14 +122,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"
126
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  "precompiled_qnn_onnx": {
128
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131
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip"
133
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  "qualcomm-qcs9075": {
@@ -137,14 +137,14 @@
137
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141
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143
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145
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146
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147
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip"
148
  }
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  }
@@ -156,14 +156,14 @@
156
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip"
160
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162
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164
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip"
167
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  "qualcomm-snapdragon-8-elite-for-galaxy": {
@@ -171,14 +171,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
175
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  "precompiled_qnn_onnx": {
177
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  "onnx_runtime": "1.25.0"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
182
  }
183
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  "qualcomm-snapdragon-7gen4": {
@@ -186,14 +186,14 @@
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190
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  "precompiled_qnn_onnx": {
192
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194
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip"
197
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198
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  "qualcomm-snapdragon-8-elite-gen5-for-galaxy": {
@@ -201,14 +201,14 @@
201
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205
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  "precompiled_qnn_onnx": {
207
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
212
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  "qualcomm-snapdragon-x-elite": {
@@ -216,14 +216,14 @@
216
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219
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip"
220
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  "precompiled_qnn_onnx": {
222
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip"
227
  }
228
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229
  "qualcomm-snapdragon-x2-elite": {
@@ -231,14 +231,14 @@
231
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232
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234
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip"
235
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  "precompiled_qnn_onnx": {
237
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip"
242
  }
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244
  "qualcomm-sa7255p": {
@@ -246,7 +246,7 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_sa7255p.zip"
250
  }
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252
  "qualcomm-sa8775p": {
@@ -254,7 +254,7 @@
254
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255
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256
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257
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_sa8775p.zip"
258
  }
259
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260
  "qualcomm-qcm6690": {
@@ -262,14 +262,14 @@
262
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263
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265
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_qcm6690.zip"
266
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  "precompiled_qnn_onnx": {
268
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270
  "onnx_runtime": "1.25.0"
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272
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip"
273
  }
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275
  "qualcomm-qcs8550-proxy": {
@@ -277,14 +277,14 @@
277
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip"
281
  },
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  "precompiled_qnn_onnx": {
283
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285
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286
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287
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip"
288
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  "qualcomm-qcs9075": {
@@ -292,14 +292,14 @@
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296
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.57.3/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip"
303
  }
304
  }
305
  }
 
1
  {
2
+ "version": "0.58.0",
3
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip"
19
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  "qualcomm-snapdragon-8gen3": {
 
23
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"
27
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  "precompiled_qnn_onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
34
  }
35
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36
  "qualcomm-snapdragon-8-elite-for-galaxy": {
 
38
  "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
42
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  "precompiled_qnn_onnx": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
49
  }
50
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51
  "qualcomm-snapdragon-8-elite-gen5-for-galaxy": {
 
53
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
57
  },
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  "precompiled_qnn_onnx": {
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  "onnx_runtime": "1.25.0"
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