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[Parity #478] Track dtype, memory layout, preprocessing and conversion work explicitly

Status: Open.

#502In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Parity #478] Prove estimator hyperparameter, stopping-rule and work-budget equivalence in every performance row

Status: Open.

#501In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Architecture #478] Decide native-solver strategy for liblinear/libsvm-class workloads

Status: Open.

#500In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Profile #478] Add hardware-counter profiling for every canonical losing hot path

Status: Open.

#499In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Perf #478] Audit and consolidate shared hot primitives: dot, squared distance, RBF, reductions and row partitioning

Status: Open.

#498In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Bench #478] Benchmark every Flow-implemented estimator operation, not only the 19 headline rows

Status: Open.

#497In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Interop #478] Benchmark Python→Flow package overhead, zero-copy paths and break-even batch sizes

Status: Open.

#496In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Bench #478] Qualify performance on Linux x86-64 and macOS arm64 without cross-hardware false regressions

Status: Open.

#495In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Profile #478] Expand execution-substrate profiling from sampled operations to the full supported estimator surface

Status: Open.

#494In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Bench #478] Eliminate generated-artifact drift between canonical results, architecture map and Pages

Status: Open.

#493In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Parity #478] Complete learned-model-state diagnostics for every canonical estimator family

Status: Open.

#492In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026

[Bench #478] Add peak RSS, allocation-count and copy-volume parity to canonical benchmarks

Status: Open.

#491In godofecht/flow-scikit;

· godofecht opened on Aug 23, 2026