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Summary: This commit fixes two silent correctness problems with the current implementation of `move_model_to_eval`: (1) Previously the user had to manually call `eliminate_dead_code` before calling `move_model_to_eval`, otherwise the dropout pattern won't actually get eliminated. This is because subgraph rewriter complains the match is not self-contained, and so silently does not do the replacement. (2) We wish to error when the user calls `model.train()` or `model.eval()` on an exported model. This error is raised correctly immediately after export today, but no longer raised after the user calls prepare or convert. We fix (1) by moving the `eliminate_dead_code` call into `move_model_to_eval`, and fix (2) by ensuring the respective errors are thrown after prepare and convert as well. Additionally, this commit renames `move_model_to_eval` to `move_exported_model_to_eval` to be more explicit. bypass-github-export-checks Test Plan: python test/test_quantization.py TestQuantizePT2E.test_disallow_eval_train python test/test_quantization.py TestQuantizePT2E.test_move_exported_model_to_eval Imported from OSS Differential Revision: D49097293 Pull Request resolved: #108891 Approved by: https://github.com/jerryzh168
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