File size: 21,401 Bytes
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library_name: pytorch
license: other
tags:
- bu_auto
- android
pipeline_tag: image-classification
---
# InternImage: Optimized for Qualcomm Devices
InternImage employs DCNv3 as its core operator to equips the model with dynamic and effective receptive fields required for downstream tasks like object detection and segmentation, while enabling adaptive spatial aggregation.
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/internimage) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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.
## Getting Started
There are two ways to deploy this model on your device:
### Option 1: Download Pre-Exported Models
Below are pre-exported model assets ready for deployment.
| Runtime | Precision | Chipset | SDK Versions | Download |
|---|---|---|---|---|
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen1.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
| 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_x2_elite.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_x_elite.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8gen3.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8gen1.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs6490.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs8550_proxy.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcm6690.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs9075.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_7gen4.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8_elite_for_galaxy.zip)
| PRECOMPILED_QNN_ONNX | w8a8 | 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/internimage/releases/v0.59.0/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_8gen1.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_sa8775p.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_qcs9075.zip)
| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_sa7255p.zip)
| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_sa8295p.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
| 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/internimage/releases/v0.59.0/internimage-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_x2_elite.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_x_elite.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8gen3.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8gen1.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS6490 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_qcs6490.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_qcs8550_proxy.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_sa8775p.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_qcm6690.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_qcs9075.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_sa7255p.zip)
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_sa8295p.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_7gen4.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8_elite_for_galaxy.zip)
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.59.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
For more device-specific assets and performance metrics, visit **[InternImage on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/internimage)**.
### Option 2: Export with Custom Configurations
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/internimage) Python library to compile and export the model with your own:
- Custom weights (e.g., fine-tuned checkpoints)
- Custom input shapes
- Target device and runtime configurations
This option is ideal if you need to customize the model beyond the default configuration provided here.
See our repository for [InternImage on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/internimage) for usage instructions.
## Model Details
**Model Type:** Model_use_case.image_classification
**Model Stats:**
- Model checkpoint: internimage_t_1k_224
- Input resolution: 1x3x224x224
- Number of parameters: 30.6M
- Model size (float): 117 MB
## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 20.451 ms | 2 - 2 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 51.826 ms | 72 - 72 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 34.51 ms | 3 - 10 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 58.842 ms | 1 - 15 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.506 ms | 1 - 3 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 58.842 ms | 1 - 15 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 50.562 ms | 0 - 4 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 51.826 ms | 72 - 72 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 25.389 ms | 1 - 13 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 25.389 ms | 1 - 13 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.74 ms | 1 - 8 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | 16.602 ms | 1 - 1 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 45.694 ms | 41 - 41 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.21 ms | 1 - 8 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.224 ms | 0 - 15 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.201 ms | 0 - 3 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.668 ms | 1 - 42 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8450 | 45.224 ms | 0 - 15 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 44.253 ms | 0 - 3 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 45.694 ms | 41 - 41 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 132.51 ms | 0 - 7 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 43.303 ms | 0 - 6 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 21.478 ms | 0 - 11 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 21.478 ms | 0 - 11 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.301 ms | 0 - 8 MB | NPU
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 43.303 ms | 0 - 6 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 20.716 ms | 1 - 1 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 52.004 ms | 1 - 1 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 34.39 ms | 1 - 8 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 58.598 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 94.634 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.448 ms | 1 - 2 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 51.149 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 51.149 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 51.149 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 58.598 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 51.216 ms | 1 - 3 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 52.004 ms | 1 - 1 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 25.391 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 94.634 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 57.236 ms | 1 - 6 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 25.391 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.693 ms | 1 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | 16.895 ms | 0 - 0 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 45.801 ms | 1 - 1 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.116 ms | 0 - 7 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.356 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.171 ms | 0 - 2 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 77.1 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.666 ms | 0 - 2 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 44.457 ms | 0 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8650P | 44.457 ms | 0 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8255P | 44.457 ms | 0 - 10 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 | 45.356 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 44.623 ms | 0 - 2 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 45.801 ms | 1 - 1 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 131.502 ms | 0 - 7 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 44.426 ms | 1 - 7 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 21.182 ms | 0 - 13 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | 77.1 ms | 0 - 9 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | 47.715 ms | 0 - 6 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | 21.182 ms | 0 - 13 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.306 ms | 0 - 8 MB | NPU
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 44.426 ms | 1 - 7 MB | NPU
## License
* The license for the original implementation of InternImage can be found
[here](https://github.com/OpenGVLab/InternImage/tree/master?tab=MIT-1-ov-file).
## Community
* Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
* For questions or feedback please [reach out to us](mailto:ai-hub-support@qti.qualcomm.com).
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