Commit Graph

17 Commits

Author SHA1 Message Date
jgrusewski
025554afcd diag(ml-backtesting): kernel-side NaN instrumentation for residual sentinel root-cause
Cluster smoke 88dbp (post-Fix-S1.19 parameterized price range) still
produces 97 zero + 85 i32::MAX sentinel entry_px values despite source
data being fully filtered. Sentinels originate in kernel arithmetic
paths post-sanitization, not from book input.

Adds 6 per-backtest u32 counters incremented at NaN-producing sites:
- nan_avg_px: avg_px = total_cost/filled_lots -> NaN/Inf
- nan_realised: (avg_px - vwap_entry) * dir * unwind -> NaN/Inf
- nan_realized_pnl: pos.realized_pnl becomes non-finite after += or -=
- zero_vwap_at_open: pnl_track open branch saw vwap_entry == 0
- saturated_vwap_at_open: pnl_track open saw |vwap_entry| > 21M or NaN/Inf
- defensive_exit_clamp: pnl_track close defensive clamp fired

Each counter printed at end of smoke via nan_counters: log line.

apply_fill_to_pos (resting_orders.cu) gains 3 counter args; NaN-producing
paths return early WITHOUT propagating into pos state. pnl_track_step
gains 3 counter args. All call sites threaded through sim/mod.rs launches.

NanCounters struct + read_nan_counters() accessor added to LobSimCuda.
Unit test nan_counters_initialize_to_zero confirms zero-init and accessor
compile. 18/18 stop_controller, 5/5 decision_floor_coldstart pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 13:00:51 +02:00
jgrusewski
c03cf9aa38 fix(ml-backtesting): parameterized price-range sanitization replaces hardcoded 1e8
Audit (fxt-data-audit on ES.FUT_2024-Q1) revealed real source-data
outliers that the hardcoded < 1e8 threshold didn't catch:
- bid_min = -$4.85 (negative bid)
- bid_p1 = $64.15 (1% of bids in sub-$100 range, far below ES)
- ask_max = $53,012 (10x above any plausible ES price)

The < 1e8 threshold = $100M was useless: never triggered on real ES.

Fix: parameterize the range. min_reasonable_px / max_reasonable_px as
per-backtest fields in UniformSimParams, ResolvedSimVariant, and
BatchedSimConfig (defaults 0.0 / f32::INFINITY = no-check, preserves
existing test fixtures). Sweep_smoke.yaml sets 1000/20000 for ES
futures — catches all observed outliers without rejecting any plausible
price. BacktestHarness calls upload_price_range() once after creating
the sim so the bounds are active before the first apply_snapshot.

CUDA kernel book_update_apply_snapshot gains two new args
(min_reasonable_px[n_backtests], max_reasonable_px[n_backtests]) that
replace the hardcoded > 0.0f && < 1.0e8f checks at both the top-of-book
gate and the per-level sanitization pass.

Test price_range_rejection_skips_snapshot validates: sub-$1000
snapshot, super-$20000 snapshot, and negative bid all skip with
snapshots_skipped counter increment; valid ES snapshot passes through.
17/17 stop_controller tests pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 12:31:43 +02:00
jgrusewski
a85f38e97a fix(ml-backtesting): three residual sentinel + session-gap fixes
Three orthogonal fixes for residual issues in smoke stx9p (97 zero
sentinels, 85 i32::MAX sentinels, 840/1024 over-60s holds):

Fix 1 — zero-sentinel residue (px > 0):
- Per-level sanitization in apply_snapshot_kernel only checked sz > 0.
- A book level with px=0, sz>0 passed → walk_* computed total_cost=0
  → avg_px=0 → vwap_entry=0. Trade record reported entry_px=0.
- Add px > 0.0f to bid_ok/ask_ok conditions.

Fix 2 — i32::MAX upper bound (px < 1e8):
- Post-Bug-D (1e9 nanoprice scaling) some boundary events carried prices
  larger than any plausible instrument. Saturating cast to i32 produced
  the 21474836 sentinel even when isfinite() passed.
- Add px < 1.0e8f upper bound to per-level AND top-of-book validation.

Fix 3 — session-gap force-close:
- max_hold check fires at decision_stride frequency, but during weekend
  halts no events advance current_ts → max_hold never fires until next
  session. Result: 49h holds in stx9p (840/1024 over 60s threshold).
- Detect ts gap > 1 hour in resting_orders_step. If position is open,
  zero position_lots directly. pnl_track_step's existing close branch
  emits the TradeRecord on the next call. No synthetic P&L added —
  records show realised_pnl from whatever was accumulated before the gap
  (honest: cannot fill across a halt).
- New per-backtest last_event_ts_d slot tracks the previous event ts.
- Test session_gap_force_closes_open_positions: 2-hour ts jump after
  open verifies force-flat fires and exactly 1 TradeRecord is emitted.

All 16 stop_controller tests pass. All 5 decision_floor_coldstart pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 10:14:18 +02:00
jgrusewski
5235b4515b fix(data,ml-backtesting): DBN nanoprice scaling + skip-on-corrupt-top-of-book
Two root-cause fixes surfaced by cluster smoke v74v4 (sweep_smoke-a2dfc6d99):

Bug D — DBN parser price scaling:
- BidAskPair::price_to_f64/price_from_f64 used /1e12 / *1e12 from test-data
  calibration. DBN production uses 1e-9 nanoprice (the DBN standard). ES at
  5500 raw 5_500_000_000_000 → 5.5 instead of 5500. Smoke trade records
  showed entry_px=5.24 instead of expected ~5240 ES index points (1000×
  too small). Fix: 1e12 → 1e9 in both functions. Round-trip symmetric;
  tests updated.

Bug C-b — corrupt top-of-book sentinel:
- Per-level sanitization (Task 15) zeros each unhealthy MBP-10 level
  individually. At session-boundary events with all 10 levels invalid,
  the book becomes uniformly zero. apply_fill_to_pos then reads
  bid_px[0]=0 / ask_px[0]=0 → vwap_entry=0 → trade record entry_px=0
  (zero sentinel in v74v4 CSV, 162/1024 trades in n59t4).
- Fix: pre-validate top-of-book in apply_snapshot_kernel. If
  bid_px[0]/ask_px[0]/bid_sz[0]/ask_sz[0] are non-finite or
  bid_px[0]<=0/ask_px[0]<=0/bid_sz[0]<=0/ask_sz[0]<=0, atomically skip
  the entire snapshot (book/prev_mid/atr_mid_ema unchanged). Add
  per-backtest snapshots_skipped_d counter for observability.

Test corrupt_top_of_book_skips_snapshot_and_increments_counter validates
NaN top-price + zero top-size cases both increment the counter without
mutating state, and that a subsequent valid snapshot updates normally.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 09:37:07 +02:00
jgrusewski
691dec144e fix(ml-backtesting): root-cause NaN/Inf book + duplicate close emissions
Two orthogonal bugs that compounded to produce the exit_px=±21474836
sentinel in cluster smokes (315 trades baseline, 500 trades pearl):

Bug A — NaN/Inf book propagation:
- apply_snapshot_kernel passes through NaN/Inf prices from MBP-10
  predecoded data (session boundaries, gap-fills).
- walk_ask_for_buy / walk_bid_for_sell accumulate cost += take * NaN.
- apply_fill_to_pos: avg_px = NaN; realized_pnl += NaN → permanent NaN.
- Subsequent close: (int)(NaN-derived * 5000) → i32::MAX sentinel.
- Fix: zero-out non-finite levels in apply_snapshot_kernel; add
  isfinite() guards in walk helpers as defense-in-depth; ATR update
  guards against non-finite mid.

Bug B — pnl_track close branch doesn't reset scratch:
- Scratch reset (full 24-byte memset to 0) was already present in the
  current code; no source change required for Bug B.

Tests:
- book_nan_inf_prices_dont_corrupt_realized_pnl: NaN at ask[3] + Inf
  at bid[5] survives the fill pipeline without making realized_pnl
  non-finite.
- pnl_track_resets_scratch_on_close: open+close+5 flat events emits
  exactly 1 record; second open+close emits exactly 1 more (=2 total).

14/14 stop_controller tests pass; all other ml-backtesting test suites
unaffected.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 08:28:12 +02:00
jgrusewski
bf619a2e7b feat(ml-backtesting): max-hold + exit_px defensive + spec criteria revision
Three follow-ups from cluster smoke gp74n (trade_vol pearl validation):

1. Max-hold force-close: max_hold_ns added as per-backtest config
   (default 0 = disabled). Fires force-flat (3, 0) when current_ts -
   entry_ts >= max_hold_ns, BEFORE SL/trail check. Tested via
   max_hold_forces_close. Sweep YAML sets 60s cap to bound the long
   tail observed in gp74n (263985s pathological hold).

2. exit_px defensive sanity check: 500/1024 gp74n trades reported
   exit_px = ±i32::MAX/100 (float→int saturation sentinel from likely
   NaN segment_realized). Defensive fix in pnl_track_step: if exit_px
   is non-finite or diverges from entry_px by >10%, fall back to
   entry_px with zero realised_pnl. Root cause to be traced separately.

3. Spec §9.2 criteria revision: mean_hold<30s replaced with p95<600s
   + max<=max_hold_ns. The 30s threshold reflected the pre-pearl
   sub-cost churning bug, not a real feature criterion. p95 catches
   long-tail pathology while letting alpha-driven exit timing breathe.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 08:10:00 +02:00
jgrusewski
9b29f9fd0a feat(ml-backtesting): trade-vol floor replaces 2×cost literal in stop_check_isv
Replaces the Task 12 `2.0f * cost` floor (hardcoded multiplier) with
trade_vol = sqrt(realised_return_var) bootstrapped from cost². Per
pearl_trade_level_vol_for_stop_distance.md: microstructure ATR is the
wrong time scale for trade-level stop decisions; per-horizon
realised_return_var is the right one, with cost² as a structural cold-
start sentinel.

cost now appears exactly once — inside the sqrt as a bootstrap sentinel,
never as a distance multiplier. The 2.0f literal is eliminated;
controller is fully ISV-driven.

var_avg accumulates realised_return_var in the same single-pass horizon
loop as ema_loss/ema_win. Cold-start (var_avg=0): trade_vol = cost.
Post-bootstrap: sqrt(var_avg) dominates.

Test retargeted: cost_floor_prevents_sub_cost_stops →
trade_vol_floor_prevents_sub_cost_stops, with boundaries straddling
trade_vol=cost=0.125 instead of the prior 2*cost=0.25 (no-fire Δ=0.08,
fire Δ=0.20).

Spec §5, §10, §11, §12 amended.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 01:45:37 +02:00
jgrusewski
da6e887174 feat(ml-backtesting): cost-floor in stop_check_isv prevents sub-cost churning
Cluster smoke w7b4p showed 44864 closed trades in 1M events at 200ms
latency — physically impossible without sub-cost churning. Root cause:
sl_distance = max(pnl_ema_loss, atr) ≈ 0.05 at cold-start, but round-trip
cost = 2 × 0.125 = 0.25. Every stop-out guaranteed loss > 5× distance;
EMA converges sub-cost.

Amendment: triple-max sl_distance = max(pnl_ema_loss, atr, 2*cost);
trail_distance = max(pnl_ema_win, atr, 2*cost). cost is an ISV-discipline
strategy anchor (already per-backtest from P4 — no new state slot, no
tuned constants). Added cost_per_lot_per_side_per_b param to both decision
kernel signatures and threaded cost_per_lot_per_side_d through both launch
sites in step_decision_with_latency.

Test: cost_floor_prevents_sub_cost_stops validates unrealized in (ATR, 0.25)
does NOT fire SL; unrealized > 0.25 DOES fire. Spec amended (§10, §12).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 01:27:28 +02:00
jgrusewski
4101796ad9 refactor(ml-backtesting): delete StopRules + use_cold_start_stopgap atomically
- StopRules struct + sl_tp_rules field + all literals deleted; the ISV
  stop controller (Tasks 2-9) replaces this dead data path.
- use_cold_start_stopgap propagation deleted across harness,
  batched_config, fxt-backtest, sweep_smoke.yaml, and 5 test files.
- Q1 stopgap branch in harness.rs deleted; replaced with the original
  simple strategy-upload loop.
- decision_floor_coldstart test retargeted: cold_start_persistent_
  bullish_with_default_stops_never_closes -> ..._now_closes, asserts
  trades > 0 AND |pos| <= max_lots (99 trades, pos=1 on local GPU).
- CBSW spec + plan prefixed with SUPERSEDED headers.

Per feedback_single_source_of_truth_no_duplicates +
feedback_no_partial_refactor: contract change migrates every consumer
in one commit. No legacy wrappers; no version suffixes.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:40:14 +02:00
jgrusewski
0c4b106394 feat(ml-backtesting): pnl_track_step resets trail_hwm on close transition
Two-instruction addition to the existing close-emission branch
(prev != 0 && now == 0). Without the reset, the next entry inherits
a stale HWM that could arm the trail spuriously on event 0 of the
new trade.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:31:05 +02:00
jgrusewski
2e0434a84c feat(ml-backtesting): target-delta semantics in seed_inflight_limits_batched
market_targets[b] now interpreted as target absolute position (side=0
long, side=1 short, side=2 no-op preserved, side=3 force-flat).
seed_inflight_limits_batched computes order_lots = target_signed -
effective_position where effective_position sums pos.position_lots
plus all unfilled signed slot sizes (active in {1, 2}). Fixes both
the additive accumulation bug AND the worse latency-bypass variant
(naive delta would have made things 200x worse under 200ms latency).

3 new tests added (all passing):
- position_target_not_additive: latency=0, 10 repeated target events stay <= max_lots=5
- position_target_not_additive_with_latency: 200ms latency, 500 events, in-flight summation prevents runaway
- alpha_noop_side_2_preserved: side=2 events leave filled position unchanged

All 9 stop_controller tests pass; parallel_sim and fuzz regression clean.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:28:01 +02:00
jgrusewski
1d852a994d feat(ml-backtesting): wire stop_check_isv into decision_policy_program
Both decision kernels now call the same __device__ helper at the top
of per-backtest dispatch (after the program_lens early-return). Single
source of truth for stop logic across default and bytecode-VM paths.
Parity test ensures they produce identical market_target output for
matched scenarios.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:20:40 +02:00
jgrusewski
dcffb11f5d test(ml-backtesting): multi-horizon mask averaging invariant test
Boundary test that fails on bit-pick-first or bit-pick-max regressions
of the open_horizon_masks averaging in stop_check_isv. Per-horizon
pnl_ema_loss values (2, 4, 3, 3, 3) yield mean=3.0 across the 0x1F
mask; snapshots placed relative to vwap_entry for ask-spread safety.
Tests Δ_entry=2.5 (no-fire) and Δ_entry=4.5 (fire).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:15:26 +02:00
jgrusewski
7e1995d0ad feat(ml-backtesting): trail-TP trigger with HWM ratchet in stop_check_isv
trail_distance = max(pnl_ema_win, atr_mid_ema). HWM ratchets up via
fmaxf each event while position open; trail fires when HWM clears
the arming threshold AND unrealized drops by trail_distance from
HWM. Same force-flat (3, 0) write as SL.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:08:48 +02:00
jgrusewski
4aca6330f0 feat(ml-backtesting): hard-SL trigger in stop_check_isv
sl_distance = max(pnl_ema_loss, atr_mid_ema) per
pearl_blend_formulas_must_have_permanent_floor. Fires force-flat
(3, 0) when unrealized_pl_per_lot drops below -sl_distance.
Multi-horizon mask averaging + trail trigger land in Tasks 5-6.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 00:04:07 +02:00
jgrusewski
2cb4dfed28 feat(ml-backtesting): stop_check_isv __device__ helper + gate-on-flat
Skeleton helper called from decision_policy_default at top of
per-backtest dispatch. Returns 0 (no-op) on flat positions; trigger
logic for open positions added in Tasks 4-6. Single source of truth
for stop logic across decision_policy_{default,program}.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 23:54:48 +02:00
jgrusewski
dc8c37e11e feat(ml-backtesting): ATR-EMA on mid-price in book_update_apply_snapshot
Per-event Wiener-α=0.4 EMA on |Δmid| with first-observation bootstrap.
Floor source for the SL/trail-distance controller (spec §6). Thread 0
of the broadcast-snapshot kernel handles the update per backtest;
threads 1..9 still handle the 10 level writes.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 23:49:02 +02:00