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foxhunt/crates/ml/tests
jgrusewski e968f4ded9 feat(sp15-wave3a): kernel-side foundation — baseline output buffers + position_history derivation
Wave 3a half of the val-cost-streams refactor (3b host-side wire-up
follows). Atomically migrates the kernel-side contracts; 5 launchers
remain orphan transiently awaiting 3b production callers.

Baseline kernels (1.4):
  - 4 baseline_*_kernel signatures gain 'out: float*' parameter writing
    per-window [mean, std, raw_sharpe] (matches 1.1.b sharpe_per_bar shape)
  - ISV writes to slots 409, 410, 412, 416 removed entirely
    (per-window output is correct for WindowMetrics consumption;
    ISV-scalar writes were spec scaffolding for a single-fold-aggregate
    version that 1.4.b's per-window contract supersedes)
  - 4 ISV slot constants removed from sp15_isv_slots.rs
  - state_reset_registry: NO entries to remove (verified via grep —
    the 4 slots never had registry entries / dispatch arms in the first
    place; they were single-fold-aggregate scalars defaulted at every
    fold start by the constructor-write that initialises the ISV bus).
    Task 4 from the dispatch is a no-op; the
    every_fold_and_soft_reset_entry_has_dispatch_arm regression test
    continues to pass unchanged.
  - 4 oracle tests migrated to output-buffer assertion
  - layout_fingerprint_seed string updated (4 retired entries removed,
    4 trunk-shared entries retained; layout-break-class change)

New action_decoding_helpers.cuh:
  - Extracts factored_action_to_dir_idx + factored_action_to_position
    __device__ helpers (the latter is a higher-level position state-
    machine helper not previously available)
  - Mirrors trade_physics.cuh::decode_direction_4b semantics exactly so
    on-policy and counterfactual paths agree on factored-action meaning
  - Single source of truth for action→direction→position mapping;
    consumers #include the header

New position_history_derivation_kernel.cu (post-loop derivation for
cost_net_sharpe consumer in Wave 3b):
  - Reads actions_history_buf, reconstructs per-bar position_history
    (-1/0/+1), side_ind (1.0 on position change), rt_ind (1.0 on
    transition-to-flat from non-flat) via sequential walk (single
    block per window, no atomicAdd per feedback_no_atomicadd)
  - New launcher launch_sp15_position_history_derivation in
    gpu_dqn_trainer.rs
  - New cubin manifest entry in build.rs
  - 1 oracle test covering 8-bar Short→Hold→Long→Hold→Flat→Long→Flat→
    Short sequence; expected position/side_ind/rt_ind triples match
    hand-computed values

Atomic per feedback_no_partial_refactor for the ISV-contract change
(every consumer of slots 409/410/412/416 migrated in this commit; their
consumers were the 4 oracle tests, all migrated). The orphan launcher
transient state for the 5 baselines + derivation kernel is explicitly
the 3a/3b split point — production callers land in 3b's
GpuBacktestEvaluator::new constructor signature change.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-06 23:03:30 +02:00
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