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v0.59.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +99 -99
  2. release_assets.json +144 -144
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/v0.58.0/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).
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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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | 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)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | 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)
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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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/nafssr-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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- | 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)
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- | 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)
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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/v0.58.0/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/v0.58.0/src/qai_hub_models/models/nafssr) for usage instructions.
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  ## Model Details
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@@ -94,63 +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 | 80.063 ms | 7 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 199.58 ms | 41 - 41 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 128.675 ms | 5 - 13 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 235.179 ms | 4 - 18 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 188.575 ms | 0 - 41 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 235.179 ms | 4 - 18 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.62 ms | 6 - 13 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 194.022 ms | 3 - 6 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 100.16 ms | 6 - 17 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 100.16 ms | 6 - 17 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 199.58 ms | 41 - 41 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 64.544 ms | 3 - 3 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 189.925 ms | 35 - 35 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.059 ms | 2 - 10 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 181.215 ms | 0 - 42 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 259.672 ms | 2 - 4 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 201.951 ms | 2 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.736 ms | 2 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1350.37 ms | 0 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 86.552 ms | 3 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 201.951 ms | 2 - 7 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 86.552 ms | 3 - 9 MB | NPU
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- | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 189.925 ms | 35 - 35 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 79.589 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 199.586 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 127.97 ms | 1 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 234.765 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 | 355.446 ms | 1 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 188.057 ms | 1 - 2 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 194.995 ms | 1 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 194.995 ms | 1 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 194.995 ms | 1 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 234.765 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.866 ms | 0 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 194.024 ms | 0 - 4 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 355.446 ms | 1 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 98.316 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 228.311 ms | 1 - 6 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 98.316 ms | 1 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 199.586 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 64.987 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 189.751 ms | 0 - 0 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.082 ms | 0 - 8 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 299.632 ms | 0 - 10 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 180.549 ms | 1 - 3 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 184.777 ms | 0 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 184.777 ms | 0 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 184.777 ms | 0 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 184.087 ms | 0 - 3 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 200.227 ms | 0 - 7 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.728 ms | 0 - 9 MB | NPU
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- | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1090.376 ms | 0 - 7 MB | NPU
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- | 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
 
14
  NAFNET is designed for lightweight real-time upscaling of images.
15
 
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/v0.59.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
31
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
33
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
34
+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
35
+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
36
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
37
+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
38
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
39
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
41
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
42
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
43
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
44
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
45
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
46
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafssr/releases/v0.59.0/nafssr-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_sa8775p.zip)
53
+ | 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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_qcs9075.zip)
54
+ | 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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_sa7255p.zip)
55
+ | 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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_sa8295p.zip)
56
+ | 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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
57
+ | 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/v0.59.0/nafssr-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
63
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
64
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
65
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
66
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
67
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
68
+ | 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/v0.59.0/nafssr-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.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/v0.59.0/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/v0.59.0/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 | 79.921 ms | 8 - 8 MB | NPU
98
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 199.205 ms | 41 - 41 MB | NPU
99
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 128.785 ms | 4 - 11 MB | NPU
100
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 234.63 ms | 4 - 18 MB | NPU
101
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 188.206 ms | 0 - 41 MB | NPU
102
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 234.63 ms | 4 - 18 MB | NPU
103
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 193.903 ms | 3 - 6 MB | NPU
104
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 199.205 ms | 41 - 41 MB | NPU
105
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 99.61 ms | 5 - 12 MB | NPU
106
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 99.61 ms | 5 - 12 MB | NPU
107
+ | NAFSSR | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 78.386 ms | 7 - 14 MB | NPU
108
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 64.466 ms | 3 - 3 MB | NPU
109
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 190.116 ms | 35 - 35 MB | NPU
110
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.034 ms | 2 - 9 MB | NPU
111
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 180.689 ms | 0 - 42 MB | NPU
112
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 225.751 ms | 2 - 4 MB | NPU
113
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 190.116 ms | 35 - 35 MB | NPU
114
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1590.304 ms | 0 - 7 MB | NPU
115
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 204.318 ms | 1 - 7 MB | NPU
116
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 85.856 ms | 2 - 9 MB | NPU
117
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 85.856 ms | 2 - 9 MB | NPU
118
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.718 ms | 2 - 9 MB | NPU
119
+ | NAFSSR | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 204.318 ms | 1 - 7 MB | NPU
120
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 79.67 ms | 0 - 0 MB | NPU
121
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 200.065 ms | 0 - 0 MB | NPU
122
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 127.268 ms | 1 - 7 MB | NPU
123
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 234.696 ms | 1 - 10 MB | NPU
124
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 355.399 ms | 1 - 10 MB | NPU
125
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 189.946 ms | 1 - 4 MB | NPU
126
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 195.306 ms | 1 - 10 MB | NPU
127
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 195.306 ms | 1 - 10 MB | NPU
128
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 195.306 ms | 1 - 10 MB | NPU
129
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 234.696 ms | 1 - 10 MB | NPU
130
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 274.916 ms | 0 - 4 MB | NPU
131
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 200.065 ms | 0 - 0 MB | NPU
132
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 100.708 ms | 1 - 13 MB | NPU
133
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 355.399 ms | 1 - 10 MB | NPU
134
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 228.169 ms | 1 - 6 MB | NPU
135
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 100.708 ms | 1 - 13 MB | NPU
136
+ | NAFSSR | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 77.608 ms | 0 - 10 MB | NPU
137
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 64.808 ms | 0 - 0 MB | NPU
138
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 190.324 ms | 0 - 0 MB | NPU
139
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 118.127 ms | 0 - 7 MB | NPU
140
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 299.2 ms | 0 - 10 MB | NPU
141
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 180.534 ms | 0 - 2 MB | NPU
142
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 184.654 ms | 0 - 9 MB | NPU
143
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 184.654 ms | 0 - 9 MB | NPU
144
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 184.654 ms | 0 - 9 MB | NPU
145
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 182.842 ms | 0 - 3 MB | NPU
146
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 190.324 ms | 0 - 0 MB | NPU
147
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1576.863 ms | 0 - 7 MB | NPU
148
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 205.122 ms | 0 - 7 MB | NPU
149
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 86.34 ms | 2 - 14 MB | NPU
150
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 299.2 ms | 0 - 10 MB | NPU
151
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 86.34 ms | 2 - 14 MB | NPU
152
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 61.76 ms | 0 - 9 MB | NPU
153
+ | NAFSSR | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 205.122 ms | 0 - 7 MB | NPU
154
 
155
  ## License
156
  * The license for the original implementation of NAFSSR can be found
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