matching_step

std.linalg.matching_step · Level L3

One move of a backtracking search for a matching of ν edges: vertex p takes its next choice, a later free neighbour as its partner or, last, no partner of its own. A vertex an earlier one took has only that last choice. Leaving p unmatched is allowed only while at most n − 2ν vertices stay unmatched. Past the last choice, clear p and step back; on a choice not allowed, try the next; otherwise go on to p + 1. The body of max_matching's second loop.

choice(p) ← next; none left: back; not allowed: stay; else: p + 1

Signature

matching_step(p: f64[], ch: f64[n], A: f64[n, n], nu: f64[]) → f64[], f64[n]

Structure

The function as NOVA stores it: one box per input, operation and output, and arrows that carry values. A double border marks another library function this one runs — called once, or by Scan once per element; select it to open that function.

0.0pf64[]chf64[n]2.01.0Af64[n, n]nuf64[]Addpp2Addp1IotaiMaximumpc0SizenReshapechcMultiplytwiceSubtractbackEqualat_pLessearlierSubtractn1EqualmineAddnoneReshapeicReshapeirSubtractbudgetMultiplymine_eMinimumpc1Equalchose_noneLessbeforeAddir1ReduceMaxcoveredCastpiEqualtookSubtractfree_pWherefloorGathercurGatherrowMultiplytbAddcur1ReduceMaxcovMaximumnxtSubtractuncovEqualtakenLessis_partnerSubtractcandGreateroverMultiplyu1Equalis_noneWherenewvMultiplytaken_eMultiplyq1MinimumccMultiplyu2Wherech2ReduceMaxusedCastciReduceSumunmatchedSubtractfree_cGatheradjAddafterMultiplyq2GreaterexceedMultiplypartner_okSubtractroomMaximummay_skipMultiplynone_okAddokWherestay_or_goWherep2ch2f64[n]p2f64[]
  • input
  • operation
  • constant
  • call
  • output

Verification

  • Signature proven by NOVA’s shape solver, for every size.
  • Equal to the reference the same move on Python lists in exact rational arithmetic, on all 40 test cases.
  • All 189 float64 results are exact: the error is zero.
  • Interpreter and NumPy backend return bit-identical results.
  • At float32 too: the 40 test cases rounded to float32, and 40 of them exact, with zero error.
Accuracy in detail
correctly rounded (the float64 nearest the exact value)
100%
bit-equal to the NumPy formula in float64
100%
largest error, in units in the last place
0

Identity

Calls
—
Called by
sha256:20875c09ce04f1274ba94600937614c610a003d07a35410273aad586868c2563

The semantic hash of the graph. It changes when the program changes, and never when only its documentation does.

Control handle

Symbol
Ω:std.linalg.matching_step · Ω:matching_step
Pins
sha256:1db074e2ba636c865b38c696d447c473637bf503119c2e023c28e5c45a7bd745this graph alone
Evidence
sha256:59631b11ed8dc3012a17a5f4ebc3700572bb6b2322ed11be5cb0edb257c803fbthe hash of its verification record
Needs
no capability: a pure function

Through NOVA’s control layer, the symbol launches this function only while the program still matches what it pins: a change to this graph, or to any graph it reaches, needs a migration first.

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