Commit graph Warrior_EA/AI/Impl/NeuronConvPool.mqh
Author SHA1 Message Date
AnimateDread
19e3595e20 fix(build): g_eta - the learning rate global no longer shadows a stdlib local
MetaEditor: "declaration of 'eta' hides global variable" (Math.mqh:792
vs Network.mqh:80). The standard library's Math\Stat\Math.mqh declares a
local `double eta` in its incomplete-gamma branch, and our bare global
of the same name is in scope there.

Same fault as the b1/b2/lr/momentum macros retired in ea2552e: a
single-token global name living in a header that library code gets
compiled beside. The library cannot move, so ours does - 112 references
across 13 files, whole-word only.

Named g_eta rather than g_learningRate to stay inside the vocabulary
already around it (ETA_DECAY_FACTOR, ETA_MIN, m_etaCeiling, etaBefore),
all of which are untouched and none of which shadow anything.

One log line said "continuing to explore without decaying eta", where
the word was prose rather than a symbol reference; that reads "the
learning rate" now instead of naming a variable at the trader.

Scanned for the next occurrence rather than waiting for it: the only
other bare lowercase globals in the tree are eaName and tableschema,
both distinctive enough not to collide with a library local.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-20 07:00:09 -04:00
AnimateDread
ea2552efe2 refactor(stdlib): adopt Math\Stat for the deploy gate's normal tail; retire the b1/b2/lr/momentum macros
The gate's NormalUpperTail was a hand-rolled Abramowitz & Stegun 26.2.17
approximation. Its own comment gave the reason - "drags a chain of headers
behind it" - and that turned out to be one file: Math\Stat\Normal.mqh
includes only Math.mqh, which includes nothing. Swapped for Cody's rational
approximation in the library (~18 significant digits vs |error| < 7.5e-8).
No past verdict changes: at the z the gate operates on, the difference is
orders of magnitude below DEPLOY_FAMILY_WISE_ALPHA.

Adopting it needed the four bare macros in AI\Network.mqh gone first.
"#define b1 AdamBeta1" collides with an identifier in Math.mqh, so the
include would have macro-expanded the library's own local and failed to
compile - the same landmine that made the original author rename the
approximation's coefficients to ntB1..ntB5 rather than use the reference's
b1..b5. lr, b2 and momentum are the same class of hazard: single-token
global macros in a 52k-line codebase. All four now resolve to the input
names they always aliased, which is a pure textual identity - verified zero
bare occurrences remain.

Also:
- SelectionSort over the buffered signals was O(n^2) with an O(n^2) count of
  StructToTime calls, because the comparison rebuilt both datetimes from the
  six int date fields every time. Now materialises the keys once and does an
  insertion sort; ArraySort cannot permute a struct array. IsEarlier goes
  with it, MakeDateTime becomes SignalTime.
- Seven FileOpen sites lacked FILE_SHARE_READ|FILE_SHARE_WRITE, including
  AtomicWriteBegin, which stages every model save. All 43 sites now carry
  them - an exclusive open fails outright when another process holds the
  path, which here has meant a silently skipped save.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-19 19:31:36 -04:00
AnimateDread
d7eea325fb refactor(ai): extract Layer.mqh and deduplicate AI config
- Moves CLayer neuron construction to AI/Impl/Layer.mqh to keep Network.mqh clean
- Unifies four previously duplicated architecture initialisation blocks (MLP/CONV/LSTM/HYBRID) into a single shared function
- Eliminates risk of behavioural drift where one architecture missed a setter, causing mismatched feature sets or targets
2026-08-01 11:27:28 -04:00