Accelerated Synchronous Model Parallelism Using Cooperative Process for Training Compute-Intensive Models
As deep learning has been recently applied to a wide variety of fields, there is a growing demand for models that can handle large input data, including high-resolution images. Therefore, model parallelism was proposed to train a model whose size exceeds the memory capacity of an accelerator, but th...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10185201/ |