Ahmed Taha

Standardized CUDA kernel annotations (#6532) by applying the existing CUML_KERNEL macro to the 16 remaining C++ kernels; six of them gain internal linkage, so libcuml.so no longer exports externally linked kernel symbols, as confirmed by RAPIDS detect-weak-linking.

Added GDB and LLDB pretty-printers for cuda::hierarchy in libcu++ (#10089) that report each level's bottom unit and dimensions, reading static extents from type information and dynamic extents from stored values without calling into the debugged program; tests cover partial hierarchies, derived descriptors, and live updates.

Made --stopping-criterion reject conflicting options (#441) that would silently discard parameters or overwrite a criterion set earlier in the same scope, while still letting benchmark-local options override inherited global settings.

Reworked per-run MSA output handling (#31) in OpenFold-3 so each run gets a unique temporary workspace: raw ColabFold records are saved as soon as the server response validates and OpenFold-formatted alignments once processing finishes, with new save_openfold_outputs, save_colabfold_outputs, and colabfold_output_dir settings, plus cleanup that can no longer delete explicit output directories.

Moved OpenFold-3 inference intermediates (#342) out of /tmp and under <output_dir>/openfold3_intermediates, so temporary MSA and template files left by a crashed cluster job stay next to that job's outputs; directories created by a run are removed after normal completion or a handled error.

Stopped compiled Domino cross entropy from materializing full-vocabulary logits (#190718): the AOTAutograd partitioner now recomputes the cheap cat/log-softmax path in backward while keeping small row statistics and expensive projections saved, and the Inductor scheduler fuses sibling CUDA reductions that share most of their input reads; on the reported BF16 shape, compiled time drops from 5.44 ms to 2.64 ms and temporary memory from 1,940 MiB to 0.1 MiB.

Added complex-input support to jax.scipy.special.gamma using the Lanczos approximation and reflection formula in Google JAX.

Fixed an azure-data-tables bug (#46014) where unsupported TableClient.list_entities(...) kwargs leaked into the async transport and surfaced as an aiohttp TypeError; added early SDK-level validation for query_filter/parameters with clear guidance to use query_entities, plus sync/async regression tests.