PyTorch remains the more flexible framework because of its dynamic computation graphs, which let a model's structure change while the code runs and be debugged with standard Python tools. MXNet's edge in distributed training and production no longer applies to new projects: the Apache Software Foundation retired the project in September 2023 and moved it to the Apache Attic in February 2024, so it receives no further updates, bug fixes, or security patches.
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