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14 lines
903 B
Markdown
14 lines
903 B
Markdown
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### Speed
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Below are the results of inferring one frame on an RTX 4090 GPU using the native PyTorch framework with `torch.compile`:
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| Model | Parameters(M) | Model Size(MB) | Inference(ms) |
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|-----------------------------------|:-------------:|:--------------:|:-------------:|
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| Appearance Feature Extractor | 0.84 | 3.3 | 0.82 |
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| Motion Extractor | 28.12 | 108 | 0.84 |
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| Spade Generator | 55.37 | 212 | 7.59 |
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| Warping Module | 45.53 | 174 | 5.21 |
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| Stitching and Retargeting Modules | 0.23 | 2.3 | 0.31 |
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*Note: The values for the Stitching and Retargeting Modules represent the combined parameter counts and total inference time of three sequential MLP networks.*
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