Tensor Parallelism Training and Inference #2445
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vince62s
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vince62s
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| @@ -7,13 +7,14 @@ | |||
| import time | |||
| import pandas as pd | |||
| from onmt.utils.logging import init_logger | |||
| from onmt.utils.distributed import MPInference | |||
| from onmt.inference_engine import InferenceEngine | |||
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I think we miss the new inference_engine file in this commit 🙃
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Goal is to use torch.distributed and split Modules when possible (along Columns or Rows) so that bigger models can be split across multiple GPU.
New option: parallel_mode = "data_parallel" by default, and "tensor_parallel" to activate tensor parallelism.