code wiki / _hdl_build / nx_nofloat_scale2_gate.nx

nx_nofloat_scale2_gate.nx

buildroot/runtime/_hdl_build/nx_nofloat_scale2_gate.nx

7001 B116 linesdepth 3pulls 7 transitivereach 0 importersview sourcekind gate/prooftopic nofloat
docsdependenciesstructsconstsfunctions

about

nx_nofloat_scale2_gate.nx -- R4 DEPTH test: does a 2-BLOCK no-float LM reach the richer-grammar floor where the single block plateaued (ppl ~8.5)? Empirical (the lesson: TEST, don't assert). Same richer grammar (DET2->ADJ4->NOUN5->VERB5, vocab 16) + dm=32, but TWO stacked pre-norm attention blocks. SGD lr=0.2 (the best single-block optimizer config). Floor = avg(ln2,ln4,ln5,ln5)=1324 milli-nats (ppl 3.76); uniform=2773. T1 held-out CE << uniform (learned). T2 held-out CE ~= floor (near-OPTIMAL -> R4 lands). If T2 fails too, depth is NOT the lever and the boundary is genuinely optimization/compute (honest stop). expect_exit: 0 Sovereign: nx_nofloat_autograd + nx_syscalls.

dependencies 4 imports · 0 importers

nx_nofloat_autograd.nx nx_syscalls.nx nx_gate_emit_lib.nx nx_gate_verdict.nx nx_nofloat_scale2_gate.nx

imports: nx_nofloat_autograd.nxnx_syscalls.nxnx_gate_emit_lib.nxnx_gate_verdict.nx

imported by: nobody (leaf or entry point)

call flow from main pre-order; caps 40 nodes / depth 6 declared; ↻ = already shown

main g_puts sys_write sys_mmap nxa_die sys_write ↻ sys_exit nxa_lock_take nxa_lock_addr sys_write ↻ nxa_lock_give nxa_lock_addr ↻ nxa_report_overrun sys_write ↻ nxa_dump_printable sys_write ↻ nxa_dump_sizes sys_write ↻ dini do_train make_stream4 lcg clm2 nfa_leaf nfa_new nfa_embed nfa_new ↻ block nfa_leaf ↻ nfa_rmsnorm_rows nfa_new ↻ nfa_qmul nfa_isqrt vm_isqrt nfa_matmul nfa_new ↻ nfa_rope nfa_new ↻ nfa_fxexp nfa_cosf

structs

none

consts

12const Q16: i64 = 65536
13const UNIFORM_MNAT: i64 = 2773
14const FLOOR_MNAT: i64 = 1324

functions

17func dini(a: *i64, n: i64, sd: i64) -> i64 { var i: i64=0; while i<n { a[i]=(((i*7+sd*13+1)%11)-5)*13107; i=i+1 } return 0 }
called by 1: main
18func lcg(st: *i64) -> i64 { st[0]=(st[0]*1103515245 + 12345) & 2147483647; return (st[0] >> 15) }
called by 1: make_stream4
19func make_stream4(S: *i64, tgt: *i64, P: i64, st: *i64) -> i64
called by 2: do_traineval_ce calls 1: lcg
26func block(tape: *i64, vals: *i64, st: *i64, nHin: i64, Wq: *i64, Wk: *i64, Wv: *i64, Wo: *i64, dm: i64, scale: i64, lv: *i64, base: i64) -> i64
47func clm2(tape: *i64, vals: *i64, st: *i64, W: *i64, ids: *i64, tgt: *i64, T: i64, dm: i64, V: i64, scale: i64, lv: *i64) -> i64
60func step_all(tape: *i64, grads: *i64, W: *i64, WN: *i64, lv: *i64, lr: i64, clip: i64, gb: *i64) -> i64
called by 1: do_train calls 2: nfa_gradnfa_sgd
65func do_train(tape: *i64, vals: *i64, grads: *i64, st: *i64, W: *i64, WN: *i64, S: *i64, tgt: *i64, P: i64, dm: i64, V: i64, scale: i64, lv: *i64, gb: *i64, steps: i64, sdat: *i64) -> i64
70func eval_ce(tape: *i64, vals: *i64, st: *i64, W: *i64, S: *i64, tgt: *i64, P: i64, dm: i64, V: i64, scale: i64, lv: *i64, N: i64, sdat: *i64) -> i64
called by 1: main calls 3: make_stream4clm2nfa_val
77func main() -> i64