code wiki / _hdl_build / nx_nofloat_deepstack_gate.nx

nx_nofloat_deepstack_gate.nx

buildroot/runtime/_hdl_build/nx_nofloat_deepstack_gate.nx

13668 B215 linesdepth 3pulls 4 transitivereach 0 importersview sourcekind gate/prooftopic nofloat
docsdependenciesstructsconstsfunctions

about

nx_nofloat_deepstack_gate.nx -- HARD-EVIDENCE gate that the no-float transformer scales in DEPTH: a 2-BLOCK (depth-2) transformer LM trains end-to-end on next-token prediction, pure integer Q16. Each block is the verified pre-norm block (attn+RoPE+causal-softmax+SwiGLU+residuals); stacking = composing blk forward N times (NO new ops -- depth is pure composition). Trained with the Q16 AdamW optimizer. A1 depth-2 gradcheck wrt Wlm : the LM-head gradient == finite differences. A2 depth-2 gradcheck wrt E : E's gradient flows back through BOTH blocks (the deep-backprop proof) == FD. D neg-control teeth (E, largest component) ; C bit-exact. B the depth-2 LM TRAINS : next-token CE drops substantially (AdamW on E+Wlm through the 2-block stack). (informational) depth-1 vs depth-2 final CE printed for transparency. Evidence -> knowledge/status/nofloat_deepstack.log. Sovereign: nx_nofloat_autograd + nx_syscalls. expect_exit: 0

dependencies 3 imports · 0 importers

nx_nofloat_autograd.nx nx_syscalls.nx nx_gate_emit_lib.nx nx_nofloat_deepstack_gate.nx

imports: nx_nofloat_autograd.nxnx_syscalls.nxnx_gate_emit_lib.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 build_W sys_mmap ↻ dini stack_gc stack_fwd nfa_leaf nfa_new nfa_embed nfa_new ↻ nfa_rmsnorm_rows nfa_new ↻ nfa_qmul nfa_isqrt nfa_matmul nfa_new ↻ nfa_rope nfa_new ↻ nfa_fxexp nfa_cosf nfa_reduce2pi nfa_cosq nfa_qmul ↻ nfa_sinf nfa_reduce2pi ↻ nfa_sinq nfa_qmul ↻ nfa_qmul ↻ nfa_matmul_nt nfa_new ↻ nfa_cmul nfa_new ↻ nfa_qmul ↻ nfa_softmax_rows nfa_new ↻ nfa_fxexp ↻ nfa_vadd

structs

none

consts

17const DLOG: *u8 = "knowledge/status/nofloat_deepstack.log"
18const Q16: i64 = 65536

functions

21func g_abs(v: i64) -> i64 { if v < 0 { return 0 - v } return v }
called by 2: stack_gcmain
22func d_ws(fd: i64, s: *u8) -> i64 { var n: i64=0; while s[n]!=(0 as u8){n=n+1} sys_write(fd,s,n); return 0 }
called by 1: main calls 1: sys_write
23func d_wn(fd: i64, v: i64) -> i64 { let b: *u8=sys_mmap(28); var m: i64=v; if m<0{sys_write(fd,"-" as *u8,1);m=0-m} let t: *u8=sys_mmap(28); var k: i64=0; if m==0{t[0]=48;k=1} while m>0{t[k]=(48+(m%10)) as u8;m=m/10;k=k+1} var i: i64=0; while i<k{b[i]=t[k-1-i];i=i+1} sys_write(fd,b,k); return 0 }
called by 1: main calls 2: sys_mmapsys_write
24func dini(arr: *i64, n: i64, seed: i64) -> i64 { var i: i64=0; while i<n { arr[i] = (((i*7 + seed*13 + 1) % 11) - 5) * 13107; i=i+1 } return 0 }
called by 1: build_W
27func stack_fwd(tape: *i64, vals: *i64, st: *i64, W: *i64, D: i64, ids: *i64, tgt: *i64, T: i64, dm: i64, ffn: i64, V: i64, scale: i64, leaves: *i64) -> i64
72func stack_lossval(tape: *i64, vals: *i64, st: *i64, W: *i64, D: i64, ids: *i64, tgt: *i64, T: i64, dm: i64, ffn: i64, V: i64, scale: i64) -> i64
78func stack_gc(tape: *i64, vals: *i64, grads: *i64, st: *i64, W: *i64, D: i64, ids: *i64, tgt: *i64, T: i64, dm: i64, ffn: i64, V: i64, scale: i64, leaves: *i64, lidx: i64, arr: *i64, cnt: i64, h: i64, tol_q: i64, floor_q: i64, worst: *i64, anabuf: *i64) -> i64
99func stack_train(tape: *i64, vals: *i64, grads: *i64, st: *i64, W: *i64, D: i64, ids: *i64, tgt: *i64, T: i64, dm: i64, ffn: i64, V: i64, scale: i64, steps: i64, lf0: *i64) -> i64
121func build_W(D: i64, dm: i64, ffn: i64, V: i64) -> *i64
called by 1: main calls 2: sys_mmapdini
140func main() -> i64