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nx_blockfloat_generate_gate.nx

buildroot/runtime/nx_blockfloat_generate_gate.nx

14778 B242 linesdepth 3pulls 4 transitivereach 0 importersview sourcekind gate/prooftopic blockfloat
docsdependenciesstructsconstsfunctions

about

nx_blockfloat_generate_gate.nx -- R2 of the model-assembly arc: AUTOREGRESSIVE GENERATION on block-float weights. Composes R1's full LM forward (embed -> block -> final norm -> LM head -> logits) in a feedback loop: argmax the last position (greedy / temperature-0 decoding), append it to the sequence, recompute. This is the loop that turns a forward into an LLM (prompt -> generated continuation). Greedy decoding is fully deterministic = the determinism moat at the SEQUENCE level. Proves block-float generation == full-precision generation (lossless), while per-tensor INT8 CORRUPTS what the model generates. 1 the loop GENERATES n_new valid tokens (sequence grows, all ids in [0,vocab)) 2 DETERMINISTIC: block-float generation twice == identical sequence 3 block-float generation == full-precision generation (lossless at the sequence level) 4 per-tensor INT8 CORRUPTS the generated sequence (out_pt != out_fp) -- block-float's win is over real corruption expect_exit: 0 license_tier: ORIGINAL

dependencies 3 imports · 0 importers

nx_nofloat_autograd.nx nx_syscalls.nx nx_gate_verdict.nx nx_blockfloat_generate_gate.nx

imports: nx_nofloat_autograd.nxnx_syscalls.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 bb_puts sys_write sys_mmap fill_mixed bf_quant_mat bf_scale_abs bb_abs bf_bitlen bf_quant_pt bf_scale_abs ↻ ar_generate embed lm_logits blk_fwd nfa_leaf 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_sinf nfa_reduce2pi ↻ nfa_sinq nfa_qmul ↻ nfa_matmul_nt nfa_new ↻ nfa_cmul nfa_new ↻ nfa_qmul ↻ nfa_softmax_rows nfa_new ↻

structs

none

consts

none

functions

16func bb_puts(s: *u8) -> i64 { var n: i64 = 0; while s[n] != (0 as u8) { n = n + 1 } sys_write(1, s, n); return 0 }
called by 3: bb_chkprint_seqmain calls 1: sys_write
17func bb_pn(v: i64) -> i64
called by 2: print_seqmain calls 2: sys_mmapsys_write
27func bb_chk(name: *u8, ok: i64) -> i64
called by 1: main calls 1: bb_puts
31func bb_abs(x: i64) -> i64 { if x < 0 { return 0 - x } return x }
called by 1: bf_scale_abs
32func bf_bitlen(x: i64) -> i64 { var b: i64 = 0; var m: i64 = x; while m > 0 { m = m >> 1; b = b + 1 } return b }
called by 1: bf_scale_abs
33func bf_scale_abs(W: *i64, off: i64, B: i64, MB: i64) -> i64
38func bf_quant_mat(W: *i64, rows: i64, cols: i64, B: i64, MB: i64, out: *i64) -> i64
called by 1: main calls 1: bf_scale_abs
53func bf_quant_pt(W: *i64, n: i64, MB: i64, out: *i64) -> i64
called by 1: main calls 1: bf_scale_abs
59func fill_mixed(W: *i64, n: i64, B: i64, sgn: i64) -> i64
called by 1: main
69func blk_fwd(tape: *i64, vals: *i64, st: *i64, X: *i64, Wq: *i64, Wk: *i64, Wv: *i64, Wo: *i64, Wg: *i64, Wu: *i64, Wd: *i64, T: i64, dm: i64, ffn: i64, scale: i64) -> i64
100func embed(E: *i64, ids: *i64, T: i64, dm: i64, X: *i64) -> i64
called by 2: ar_generatetf_check
105func lm_logits(tape: *i64, vals: *i64, st: *i64, X: *i64, Wq: *i64, Wk: *i64, Wv: *i64, Wo: *i64, Wg: *i64, Wu: *i64, Wd: *i64, Wlm: *i64, T: i64, dm: i64, ffn: i64, vocab: i64, scale: i64, outLog: *i64) -> i64
114func argmax(logits: *i64, off: i64, n: i64) -> i64
called by 2: ar_generatetf_check
120func ar_generate(tape: *i64, vals: *i64, st: *i64, prompt: *i64, n_prompt: i64, n_new: i64, E: *i64, Wq: *i64, Wk: *i64, Wv: *i64, Wo: *i64, Wg: *i64, Wu: *i64, Wd: *i64, Wlm: *i64, dm: i64, ffn: i64, vocab: i64, scale: i64, seq: *i64, X: *i64, logits: *i64, out_ids: *i64) -> i64
called by 1: main calls 3: embedlm_logitsargmax
136func tf_check(tape: *i64, vals: *i64, st: *i64, prompt: *i64, n_prompt: i64, gen: *i64, n_new: i64, E: *i64, Wq: *i64, Wk: *i64, Wv: *i64, Wo: *i64, Wg: *i64, Wu: *i64, Wd: *i64, Wlm: *i64, dm: i64, ffn: i64, vocab: i64, scale: i64, fseq: *i64, Xtf: *i64, lgtf: *i64) -> i64
called by 1: main calls 3: embedlm_logitsargmax
152func seq_eq(a: *i64, b: *i64, n: i64) -> i64 { var i: i64 = 0; while i < n { if a[i] != b[i] { return 0 } i = i + 1 } return 1 }
called by 1: main
153func print_seq(tag: *u8, s: *i64, n: i64) -> i64 { bb_puts(tag); var i: i64 = 0; while i < n { bb_puts(" "); bb_pn(s[i]); i = i + 1 } bb_puts("\n"); return 0 }
called by 1: main calls 2: bb_putsbb_pn
155func main() -> i64