v0.59.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.
- README.md +88 -88
- release_assets.json +164 -164
README.md
CHANGED
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@@ -14,7 +14,7 @@ pipeline_tag: image-classification
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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.
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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.
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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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| Runtime | Precision | Chipset | SDK Versions | Download |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | float |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a8 |
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| PRECOMPILED_QNN_ONNX | w8a8 |
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 |
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| PRECOMPILED_QNN_ONNX | w8a8 |
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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/internimage/releases/v0.
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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/internimage/releases/v0.
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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/internimage/releases/v0.
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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/internimage/releases/v0.
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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/internimage/releases/v0.
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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/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| 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.
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| 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.
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| 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.
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| 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.
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| 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.
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| 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.
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| 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.
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| QNN_CONTEXT_BINARY | w8a8 |
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| QNN_CONTEXT_BINARY | w8a8 |
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| QNN_CONTEXT_BINARY | w8a8 |
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm®
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| QNN_CONTEXT_BINARY | w8a8 |
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| QNN_CONTEXT_BINARY | w8a8 |
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For more device-specific assets and performance metrics, visit **[InternImage on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/internimage)**.
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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.
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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 [InternImage on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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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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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 20.
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 51.
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 34.
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 58.
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 58.
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | 16.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 45.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8450 | 45.
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | PRECOMPILED_QNN_ONNX | w8a8 |
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 20.716 ms | 1 - 1 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 52.004 ms | 1 - 1 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 34.39 ms | 1 - 8 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 58.598 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 | 94.634 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.448 ms | 1 - 2 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 51.149 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 51.149 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 51.149 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 58.598 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.693 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 51.216 ms | 1 - 3 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 94.634 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 25.391 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 57.236 ms | 1 - 6 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float |
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| InternImage | QNN_CONTEXT_BINARY | float |
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | 16.895 ms | 0 - 0 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 45.801 ms | 1 - 1 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.116 ms | 0 - 7 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.356 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.171 ms | 0 - 2 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8275 | 77.1 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.666 ms | 0 - 2 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 44.
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8650P | 44.
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 | 45.356 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | 21.182 ms | 0 - 13 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 44.623 ms | 0 - 2 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 |
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.306 ms | 0 - 8 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 131.502 ms | 0 - 7 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | 77.1 ms | 0 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | 47.715 ms | 0 - 6 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 44.426 ms | 1 - 7 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 21.182 ms | 0 - 13 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm®
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## License
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* The license for the original implementation of InternImage can be found
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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.
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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/v0.59.0/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).
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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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| 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 1.27.1 | [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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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| 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)
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+
| 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)
|
| 45 |
+
| 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)
|
| 46 |
+
| 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)
|
| 47 |
+
| 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)
|
| 48 |
+
| 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)
|
| 49 |
+
| 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)
|
| 50 |
+
| 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)
|
| 51 |
+
| 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)
|
| 52 |
+
| 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)
|
| 53 |
+
| 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)
|
| 54 |
+
| 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)
|
| 55 |
+
| 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)
|
| 56 |
+
| 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)
|
| 57 |
+
| 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)
|
| 58 |
+
| 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)
|
| 59 |
+
| 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)
|
| 60 |
+
| 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)
|
| 61 |
+
| 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)
|
| 62 |
+
| 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)
|
| 63 |
+
| 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)
|
| 64 |
+
| 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)
|
| 65 |
+
| 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)
|
| 66 |
+
| 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)
|
| 67 |
+
| 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)
|
| 68 |
+
| 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)
|
| 69 |
+
| 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)
|
| 70 |
+
| 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)
|
| 71 |
+
| 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)
|
| 72 |
+
| 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)
|
| 73 |
+
| 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)
|
| 74 |
|
| 75 |
For more device-specific assets and performance metrics, visit **[InternImage on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/internimage)**.
|
| 76 |
|
| 77 |
|
| 78 |
### Option 2: Export with Custom Configurations
|
| 79 |
|
| 80 |
+
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:
|
| 81 |
- Custom weights (e.g., fine-tuned checkpoints)
|
| 82 |
- Custom input shapes
|
| 83 |
- Target device and runtime configurations
|
| 84 |
|
| 85 |
This option is ideal if you need to customize the model beyond the default configuration provided here.
|
| 86 |
|
| 87 |
+
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.
|
| 88 |
|
| 89 |
## Model Details
|
| 90 |
|
|
|
|
| 99 |
## Performance Summary
|
| 100 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 101 |
|---|---|---|---|---|---|---
|
| 102 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 20.451 ms | 2 - 2 MB | NPU
|
| 103 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 51.826 ms | 72 - 72 MB | NPU
|
| 104 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 34.51 ms | 3 - 10 MB | NPU
|
| 105 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 1 Mobile | 58.842 ms | 1 - 15 MB | NPU
|
| 106 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.506 ms | 1 - 3 MB | NPU
|
| 107 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8450 | 58.842 ms | 1 - 15 MB | NPU
|
| 108 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 50.562 ms | 0 - 4 MB | NPU
|
| 109 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 51.826 ms | 72 - 72 MB | NPU
|
| 110 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 25.389 ms | 1 - 13 MB | NPU
|
| 111 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 25.389 ms | 1 - 13 MB | NPU
|
| 112 |
+
| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.74 ms | 1 - 8 MB | NPU
|
| 113 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | 16.602 ms | 1 - 1 MB | NPU
|
| 114 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 45.694 ms | 41 - 41 MB | NPU
|
| 115 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.21 ms | 1 - 8 MB | NPU
|
| 116 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.224 ms | 0 - 15 MB | NPU
|
| 117 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.201 ms | 0 - 3 MB | NPU
|
| 118 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.668 ms | 1 - 42 MB | NPU
|
| 119 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8450 | 45.224 ms | 0 - 15 MB | NPU
|
| 120 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 44.253 ms | 0 - 3 MB | NPU
|
| 121 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 45.694 ms | 41 - 41 MB | NPU
|
| 122 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 132.51 ms | 0 - 7 MB | NPU
|
| 123 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 43.303 ms | 0 - 6 MB | NPU
|
| 124 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 21.478 ms | 0 - 11 MB | NPU
|
| 125 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 21.478 ms | 0 - 11 MB | NPU
|
| 126 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.301 ms | 0 - 8 MB | NPU
|
| 127 |
+
| InternImage | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 43.303 ms | 0 - 6 MB | NPU
|
| 128 |
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 20.716 ms | 1 - 1 MB | NPU
|
| 129 |
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 52.004 ms | 1 - 1 MB | NPU
|
| 130 |
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 34.39 ms | 1 - 8 MB | NPU
|
| 131 |
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 1 Mobile | 58.598 ms | 0 - 9 MB | NPU
|
| 132 |
+
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8275 | 94.634 ms | 1 - 10 MB | NPU
|
| 133 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.448 ms | 1 - 2 MB | NPU
|
| 134 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 51.149 ms | 1 - 10 MB | NPU
|
| 135 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8650P | 51.149 ms | 1 - 10 MB | NPU
|
| 136 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 51.149 ms | 1 - 10 MB | NPU
|
| 137 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 | 58.598 ms | 0 - 9 MB | NPU
|
|
|
|
| 138 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-9075 | 51.216 ms | 1 - 3 MB | NPU
|
| 139 |
+
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ IQ-X7181 | 52.004 ms | 1 - 1 MB | NPU
|
| 140 |
+
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® Dragonwing™ Q-8750 | 25.391 ms | 1 - 10 MB | NPU
|
| 141 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 94.634 ms | 1 - 10 MB | NPU
|
|
|
|
| 142 |
| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 57.236 ms | 1 - 6 MB | NPU
|
| 143 |
+
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 25.391 ms | 1 - 10 MB | NPU
|
| 144 |
+
| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.693 ms | 1 - 10 MB | NPU
|
| 145 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | 16.895 ms | 0 - 0 MB | NPU
|
| 146 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 45.801 ms | 1 - 1 MB | NPU
|
| 147 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | 30.116 ms | 0 - 7 MB | NPU
|
| 148 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 1 Mobile | 45.356 ms | 0 - 9 MB | NPU
|
| 149 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 81.171 ms | 0 - 2 MB | NPU
|
| 150 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 77.1 ms | 0 - 9 MB | NPU
|
| 151 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.666 ms | 0 - 2 MB | NPU
|
| 152 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 44.457 ms | 0 - 10 MB | NPU
|
| 153 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8650P | 44.457 ms | 0 - 10 MB | NPU
|
| 154 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm�� SA8255P | 44.457 ms | 0 - 10 MB | NPU
|
| 155 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 | 45.356 ms | 0 - 9 MB | NPU
|
|
|
|
| 156 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 44.623 ms | 0 - 2 MB | NPU
|
| 157 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 45.801 ms | 1 - 1 MB | NPU
|
|
|
|
| 158 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 131.502 ms | 0 - 7 MB | NPU
|
|
|
|
|
|
|
| 159 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 44.426 ms | 1 - 7 MB | NPU
|
| 160 |
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 21.182 ms | 0 - 13 MB | NPU
|
| 161 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | 77.1 ms | 0 - 9 MB | NPU
|
| 162 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | 47.715 ms | 0 - 6 MB | NPU
|
| 163 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | 21.182 ms | 0 - 13 MB | NPU
|
| 164 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.306 ms | 0 - 8 MB | NPU
|
| 165 |
+
| InternImage | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 44.426 ms | 1 - 7 MB | NPU
|
| 166 |
|
| 167 |
## License
|
| 168 |
* The license for the original implementation of InternImage can be found
|
release_assets.json
CHANGED
|
@@ -1,343 +1,343 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
-
"
|
| 5 |
"chipset_assets": {
|
| 6 |
-
"qualcomm-
|
| 7 |
-
"qnn_context_binary": {
|
| 8 |
-
"tool_versions": {
|
| 9 |
-
"qairt": "2.45.0.260326154327"
|
| 10 |
-
},
|
| 11 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.58.0/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8gen1.zip"
|
| 12 |
-
},
|
| 13 |
"precompiled_qnn_onnx": {
|
| 14 |
"tool_versions": {
|
| 15 |
"qairt": "2.45.0.260326154327",
|
| 16 |
-
"onnx_runtime": "1.
|
| 17 |
},
|
| 18 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
|
| 19 |
-
}
|
| 20 |
-
},
|
| 21 |
-
"qualcomm-snapdragon-8gen3": {
|
| 22 |
"qnn_context_binary": {
|
| 23 |
"tool_versions": {
|
| 24 |
"qairt": "2.45.0.260326154327"
|
| 25 |
},
|
| 26 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
|
| 27 |
-
}
|
|
|
|
|
|
|
| 28 |
"precompiled_qnn_onnx": {
|
| 29 |
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