Generator

Backward error of Cramer's rule and of elimination on 11974 2×2 systems at 24 bits

One function in the determinant library, called 6 times across 1 essay. Below: what it draws at its defaults, what it draws at every value an essay asks for, the 7 claims it put to the test while drawing them, and where it stands against the rule this site is named for.

At its defaults it draws backward error of cramer's rule and of elimination on 11974 2×2 systems at 24 bits. The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 395u on the same systems, on a matrix whose condition number is 3.39·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 4.9u — so the failure belongs to the near-parallel family and not to a choice of scale.

cramer-backward is one function in lib/figures/determinant.js — the determinant — the scalar that answers none of the questions it is asked. Everything below came out of it during this build, at arguments taken from the essays rather than invented for this page. A figure here is the figure a reader meets in an essay, and if the generator changes, this page changes with it.

At its defaults

Drawn even though every essay passes arguments — which on this site is every essay, at 100% of placements since the standard pass. A default nothing exercises is a trap for the next essay to call this with none, and this is the page where a default that has drifted from the figures around it becomes visible.

Backward error of Cramer's rule and of elimination on 11974 2×2 systems at 24 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 395u on the same systems, on a matrix whose condition number is 3.39·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 4.9u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control24-bit arithmeticworst Cramer, in u395worst elimination, in u1.2control, worst Cramer4.9κ of the worst system3.4·10⁶one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 395u on the same systems, on a matrix whose condition number is 3.39·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 4.9u — so the failure belongs to the near-parallel family and not to a choice of scale.

bits: 24

The arguments are the ones A rule that is correct and unusable passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

Backward error of Cramer's rule and of elimination on 11974 2×2 systems at 24 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 395u on the same systems, on a matrix whose condition number is 3.39·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 4.9u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control24-bit arithmeticworst Cramer, in u395worst elimination, in u1.2control, worst Cramer4.9κ of the worst system3.4·10⁶one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 395u on the same systems, on a matrix whose condition number is 3.39·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 4.9u — so the failure belongs to the near-parallel family and not to a choice of scale.

bits: 16

The arguments are the ones A rule that is correct and unusable passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

Backward error of Cramer's rule and of elimination on 10522 2×2 systems at 16 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.1u. Cramer's rule reaches 63u on the same systems, on a matrix whose condition number is 6.98·10⁴ and which elimination solved to 0.0u. The control curve, over uniformly random 2×2 systems, stops at 3.0u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control16-bit arithmeticworst Cramer, in u63worst elimination, in u1.1control, worst Cramer3κ of the worst system7·10⁴one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.1u. Cramer's rule reaches 63u on the same systems, on a matrix whose condition number is 6.98·10⁴ and which elimination solved to 0.0u. The control curve, over uniformly random 2×2 systems, stops at 3.0u — so the failure belongs to the near-parallel family and not to a choice of scale.

bits: 32

The arguments are the ones A rule that is correct and unusable passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

Backward error of Cramer's rule and of elimination on 12000 2×2 systems at 32 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 229u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.0u. The control curve, over uniformly random 2×2 systems, stops at 3.9u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control32-bit arithmeticworst Cramer, in u229worst elimination, in u1.2control, worst Cramer3.9κ of the worst system3.4·10⁶one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 229u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.0u. The control curve, over uniformly random 2×2 systems, stops at 3.9u — so the failure belongs to the near-parallel family and not to a choice of scale.

bits: 43

The arguments are the ones A rule that is correct and unusable passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

Backward error of Cramer's rule and of elimination on 12000 2×2 systems at 43 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 214u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.2u. The control curve, over uniformly random 2×2 systems, stops at 4.6u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control43-bit arithmeticworst Cramer, in u214worst elimination, in u1.2control, worst Cramer4.6κ of the worst system3.4·10⁶one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.2u. Cramer's rule reaches 214u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.2u. The control curve, over uniformly random 2×2 systems, stops at 4.6u — so the failure belongs to the near-parallel family and not to a choice of scale.

bits: 53

The arguments are the ones A rule that is correct and unusable passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

Backward error of Cramer's rule and of elimination on 12000 2×2 systems at 53 bitsThe share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.4u. Cramer's rule reaches 248u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 6.9u — so the failure belongs to the near-parallel family and not to a choice of scale.10⁻²10⁻¹110¹10²10³10⁴10⁻⁴10⁻³10⁻²10⁻¹1backward error, in units of ushare of systems above ituCramereliminationCramer, control53-bit arithmeticworst Cramer, in u248worst elimination, in u1.4control, worst Cramer6.9κ of the worst system3.4·10⁶one derivation, two computationsand only one of them is stable

The share of systems whose normwise backward error exceeds a given multiple of the unit roundoff. Elimination never exceeds 1.4u. Cramer's rule reaches 248u on the same systems, on a matrix whose condition number is 3.37·10⁶ and which elimination solved to 0.3u. The control curve, over uniformly random 2×2 systems, stops at 6.9u — so the failure belongs to the near-parallel family and not to a choice of scale.

What it checked while drawing

Every figure above checked its own claims on the way to being drawn, and a claim that failed would have stopped the picture rather than shipped a wrong one. Those checks used to leave no trace at all: a passing one returned true and the only evidence the figure had checked anything was that nothing crashed. The list below is what they actually said, collected by running this generator with an observer installed — not a description of what it is believed to check.

7 distinct claims across 6 sets of arguments, grouped below by shape — because most of them are one sentence with a different number in it, and how many separate times that sentence was put to the test is the informative part.

a precision the sweep is calibrated at

and Cramer's rule does not

by more than a factor of ten at every precision

elimination stays at the unit roundoff on every system

enough systems to reach the tail and few enough to afford

on a system whose condition number is unremarkable

while on uniformly random systems it stays within a small multiple of the roundoff

Against the rule

The rule does not apply to it. It factorises nothing, so there is no residual it could be withholding. That is worth stating rather than leaving blank: a site that reported the rule as satisfied by every generator would be counting mostly generators the rule never reached.

Across the library: the rule bites on 217 of 397 generators — 199 print a residual and 18 are exempt with a published reason; 180 factorise nothing. Read from lib/residual-rule.js, which is the same body the gate enforces from, and the gate's last check fails the build if this page and it disagree about any generator.

Where it is called

Changing this generator changes every figure on this list. That is what makes the list worth publishing rather than keeping in a check script.

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