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nx_f32_sampler

TRUNK — part of the living tree

Organ card — parents it builds on, children built on it, and how intertwined it is with the rest of the ecosystem.

gen 1import-hops from god (of 7)
7parents (imports)
30children (importers)
30total descendants reach (Ca)

Parents — what it builds on

nx_syscallsnx_tiernx_prngnx_f32nx_f32_divnx_f32_cvtnx_f32_exp

Real children — organs built on it (11, complete)

nx_llm_batch_servenx_f32_llm_servenx_f32_llm_run_v2nx_llm_schednx_f32_llm_run_v3nx_f32_llm_runnx_specdecnx_reasoningnx_reasoning_pagednx_batched_tputnx_coder_gen_f32

Validation — its tests/gates (19, complete)

nx_f32_llm_run_v2_testnx_f32_llm_e2e_testnx_f32_llm_bench_testnx_llm_sched_gatenx_f32_sampler_testnx_f32_llm_run_v3_testnx_reason_probenx_paged_fwd_gatenx_specdec_gatenx_batched_gatenx_f32_llm_run_testnx_qwen_wsl_timing_gatenx_f32_llm_live_gen_testnx_llm_france_probenx_reason_paged_probenx_f32_qwen_capital_gatenx_reasoning_gatenx_f32_llm_cohere_testnx_qwen_native_gate

Partners — co-parents of its children (complete)

nx_syscallsnx_tiernx_bpenx_ggufnx_gguf_fixture_tinynx_f32_kv_cachenx_f32_llama_blocknx_f32_llama_stacknx_f32_llama_layer_loadnx_f32_llmnx_f32_llm_loadnx_f32_llm_run_v2nx_lenx_gguf_loadnx_gguf_metanx_f32nx_f32_lazy_weightnx_f32_llama_block_v4nx_f32_llama_stack_v4nx_f32_llama_layer_lazy_loadnx_f32_llm_v4nx_f32_llm_read_dimsnx_f32_bpe_loadnx_f32_llm_special_tokensnx_prngnx_reasoningnx_kvcachenx_f32_attn_pagednx_f32_llama_v4pnx_f32_llama_v4bnx_llm_schednx_http_clientnx_strconvnx_f32_llm_run_v3nx_f32_divnx_f32_cvtnx_specdecnx_f32_llm_runnx_thread_poolnx_reasoning_paged

40 distinct organs co-parent its children — the intertwining measure.

Siblings — per parent

via nx_syscalls: 13498 siblingsvia nx_tier: 2866 siblingsvia nx_prng: 37 siblingsvia nx_f32: 220 siblingsvia nx_f32_div: 86 siblingsvia nx_f32_cvt: 142 siblingsvia nx_f32_exp: 29 siblings

Lineage — roots to god

Lineage image renders on demand — one MCP call: nx_eco_graph_png ["nx_f32_sampler.nx"] → it appears here. Or read the parents chain above card-by-card.

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