Metrics for Herbie run

Date:	Thursday, July 25th, 2024
Commit:	3dbe455a on bsearch-speedup
Hostname:	nightly with Racket 8.11.1
Seed:	2024207
Parameters:	256 points for 4 iterations
Flags:	`localize:costslocalize:errorsreduce:regimesreduce:avg-errorreduce:binary-searchreduce:branch-expressionssetup:simplifysetup:searchrules:arithmeticrules:polynomialsrules:fractionsrules:exponentsrules:trigonometryrules:hyperbolicrules:numericsrules:specialrules:boolsrules:branchesgenerate:rrgenerate:taylorgenerate:simplifygenerate:proofs` default

soundness3.9min (19%)

Memory

115.2MiB live, 37 955.4MiB allocated

Rules

2 004 248×	`lower-fma.f32`
2 003 918×	`lower-fma.f64`
930 586×	`lower-*.f32`
929 536×	`lower-*.f64`
554 784×	`lower-+.f32`

Stop Event

322×	iter limit
206×	node limit
32×	fuel
22×	done
2×	unsound
1×	saturated

Compiler

Compiled 29 449 to 13 622 computations (53.7% saved)

rewrite3.8min (18.5%)

Memory

695.2MiB live, 113 218.3MiB allocated

Algorithm

188×	batch-egg-rewrite

Rules

992 700×	`lower-fma.f32`
991 944×	`lower-fma.f64`
734 430×	`lower-*.f32`
732 424×	`lower-*.f64`
578 094×	`lower-/.f32`

Stop Event

395×	iter limit
178×	node limit
8×	saturated
4×	unsound

Counts

2 366 → 128 353

simplify3.3min (15.9%)

Memory

-950.0MiB live, 169 873.2MiB allocated

Algorithm

429×	egg-herbie

Rules

3 459 778×	`lower-fma.f32`
3 459 006×	`lower-fma.f64`
1 244 554×	`lower-*.f32`
1 242 398×	`lower-*.f64`
829 484×	`lower-+.f32`

Stop Event

560×	iter limit
258×	node limit
174×	saturated

Counts

43 356 → 42 710

eval2.8min (13.7%)

Memory: 755.6MiB live, 68 017.8MiB allocated
Compiler: Compiled 12 316 937 to 486 031 computations (96.1% saved)

sample2.7min (13.2%)

Memory

918.0MiB live, 137 459.3MiB allocated

Samples

1.5min	438 662×	0	valid
22.6s	3 900×	5	exit
7.4s	22 282×	1	valid
3.4s	8 243×	2	valid
771.0ms	8 089×	0	exit
509.0ms	1 264×	3	valid
365.0ms	146×	4	valid
38.0ms	530×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.7min

ival-mult: 34.0s (33.1% of total)

ival-add: 21.0s (20.5% of total)

ival-sin: 20.4s (19.8% of total)

ival-div: 3.7s (3.7% of total)

const: 3.5s (3.4% of total)

ival-exp: 3.0s (2.9% of total)

ival-hypot: 2.8s (2.7% of total)

adjust: 2.2s (2.1% of total)

ival-log: 2.1s (2% of total)

ival-sub: 2.0s (1.9% of total)

ival-cos: 1.2s (1.2% of total)

ival-asin: 1.2s (1.2% of total)

ival-sqrt: 1.2s (1.2% of total)

ival-atan2: 700.0ms (0.7% of total)

ival-pow: 519.0ms (0.5% of total)

exact: 358.0ms (0.3% of total)

ival-pi: 354.0ms (0.3% of total)

ival->: 342.0ms (0.3% of total)

ival-acosh: 313.0ms (0.3% of total)

ival-neg: 289.0ms (0.3% of total)

ival-fabs: 276.0ms (0.3% of total)

ival-true: 253.0ms (0.2% of total)

ival-asinh: 220.0ms (0.2% of total)

ival-assert: 202.0ms (0.2% of total)

ival-atanh: 185.0ms (0.2% of total)

ival-<=: 168.0ms (0.2% of total)

ival->=: 137.0ms (0.1% of total)

ival-and: 80.0ms (0.1% of total)

Bogosity

localize1.7min (8.4%)

Memory

638.2MiB live, 39 671.3MiB allocated

Samples

22.9s	2 930×	1	valid
22.7s	1 483×	2	valid
8.7s	39 472×	0	valid
1.3s	3 869×	0	invalid
591.0ms	314×	3	valid
46.0ms	38×	5	exit
19.0ms	22×	4	valid

Compiler

Compiled 45 751 to 4 937 computations (89.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 51.7s

ival-add: 22.1s (42.8% of total)

ival-pow: 20.6s (39.9% of total)

ival-mult: 3.4s (6.5% of total)

const: 913.0ms (1.8% of total)

ival-div: 907.0ms (1.8% of total)

adjust: 714.0ms (1.4% of total)

ival-log: 450.0ms (0.9% of total)

ival-sqrt: 373.0ms (0.7% of total)

ival-sub: 279.0ms (0.5% of total)

ival-acos: 261.0ms (0.5% of total)

ival-asin: 248.0ms (0.5% of total)

ival-exp: 231.0ms (0.4% of total)

ival-hypot: 182.0ms (0.4% of total)

ival-neg: 180.0ms (0.3% of total)

ival-sin: 156.0ms (0.3% of total)

ival-pow2: 105.0ms (0.2% of total)

ival-atan2: 94.0ms (0.2% of total)

ival-copysign: 94.0ms (0.2% of total)

ival-cos: 89.0ms (0.2% of total)

exact: 65.0ms (0.1% of total)

ival-pi: 57.0ms (0.1% of total)

ival-fabs: 54.0ms (0.1% of total)

ival-true: 39.0ms (0.1% of total)

ival-log1p: 34.0ms (0.1% of total)

ival-assert: 19.0ms (0% of total)

ival-cosh: 17.0ms (0% of total)

ival-expm1: 2.0ms (0% of total)

prune48.6s (3.9%)

Memory: -875.5MiB live, 53 884.0MiB allocated
Counts: 206 857 → 3 054
Compiler: Compiled 150 720 to 65 795 computations (56.3% saved)

series36.9s (3%)

Memory

405.9MiB live, 18 011.8MiB allocated

Counts

2 386 → 43 812

Calls

8256 calls:

Time	Variable		Point	Expression
3.5s	x	@	0	(/ (- (pow (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1) -2) (pow (/ (pow (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) 3) (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1)) 2)) (+ (/ 1 (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1)) (/ (pow (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) 3) (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1))))
3.3s	base	@	inf	(* (log (/ (log base) (log im))) -1)
616.0ms	x	@	0	(- (pow (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1) -2) (pow (/ (pow (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) 3) (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1)) 2))
540.0ms	x	@	0	(/ (- (* 1 (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1)) (* (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1) (pow (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) 3))) (* (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1) (+ (* (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))) (+ 1 (/ (+ 31853699/125000000 (/ (+ -8890523/31250000 (/ (+ 1421413741/1000000000 (/ (+ -1453152027/1000000000 (/ 1061405429/1000000000 (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (+ (* 3275911/10000000 (fabs x)) 1))) (* (+ (* 3275911/10000000 (fabs x)) 1) (exp (* x x)))))) 1)))
186.0ms	y.re	@	0	(- (* (log x.im) y.re) (* y.im (atan2 x.im x.re)))

preprocess18.6s (1.5%)

Memory

396.2MiB live, 22 033.5MiB allocated

Algorithm

57×	egg-herbie

Rules

296 104×	`lower-fma.f64`
296 104×	`lower-fma.f32`
79 264×	`lower-*.f32`
78 898×	`lower-*.f64`
56 582×	`lower-+.f32`

Stop Event

114×	iter limit
76×	saturated
38×	node limit

Compiler

Compiled 32 854 to 9 568 computations (70.9% saved)

regimes15.2s (1.2%)

Memory

-420.6MiB live, 20 256.5MiB allocated

Counts

8 967 → 877

Calls

122 calls:

1.1s	im
940.0ms	re
570.0ms	x
569.0ms	x.im
536.0ms	(*.f64 (exp.f64 re) (sin.f64 im))

Compiler

Compiled 15 766 to 9 195 computations (41.7% saved)

explain14.5s (1.2%)

Memory

-340.6MiB live, 22 256.7MiB allocated

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`sqrt.f64`	`#f`	oflow-rescue	1169	0
`-.f64`	`#f`	cancellation	769	0
`/.f64`	`#f`	o/o	631	0
`sqrt.f32`	`#f`	oflow-rescue	189	0
`sin.f64`	`#f`	sensitivity	187	1
`cos.f64`	`(cos.f64 (+.f64 (.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (.f64 x.im x.im)))) y.im) (.f64 (atan2.f64 x.im x.re) y.re)))`	sensitivity	185	1
`/.f64`	`#f`	o/n	181	0
`+.f64`	`#f`	cancellation	155	0
`sqrt.f64`	`#f`	uflow-rescue	136	0
`log.f64`	`(log.f64 (+.f64 (fabs.f64 x) (sqrt.f64 (+.f64 (*.f64 x x) #s(literal 1 binary64)))))`	sensitivity	134	0
`log.f32`	`(log.f32 (+.f32 (fabs.f32 x) (sqrt.f32 (+.f32 (*.f32 x x) #s(literal 1 binary32)))))`	sensitivity	115	0
`/.f64`	`#f`	n/o	83	0
`/.f64`	`#f`	u/u	72	0
`*.f64`	`#f`	*nu**	60	0
`-.f64`	`#f`	nan-rescue	48	0
`+.f64`	`#f`	nan-rescue	41	0
`*.f64`	`#f`	*no**	33	0
`/.f64`	`(/.f64 (.f64 (.f64 i i) (.f64 i i)) (.f64 (.f64 #s(literal 2 binary64) i) (.f64 #s(literal 2 binary64) i)))`	u/n	31	0
↳	`(.f64 (.f64 i i) (*.f64 i i))`	underflow	92
↳	`(*.f64 i i)`	underflow	122
`/.f64`	`#f`	n/u	6	0
`pow.f64`	`(pow.f64 (+.f64 (+.f64 (-.f64 (-.f64 #s(literal 1 binary64) z) #s(literal 1 binary64)) #s(literal 7 binary64)) #s(literal 1/2 binary64)) (+.f64 (-.f64 (-.f64 #s(literal 1 binary64) z) #s(literal 1 binary64)) #s(literal 1/2 binary64)))`	sensitivity	2	0
`cos.f64`	`(cos.f64 (+.f64 (.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (.f64 x.im x.im)))) y.im) (.f64 (atan2.f64 x.im x.re) y.re)))`	oflow-rescue	2	0
↳	`(+.f64 (.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (.f64 x.im x.im)))) y.im) (.f64 (atan2.f64 x.im x.re) y.re))`	overflow	2
↳	`(*.f64 x.re x.re)`	overflow	72
↳	`(+.f64 (.f64 x.re x.re) (.f64 x.im x.im))`	overflow	119
↳	`(.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (*.f64 x.im x.im)))) y.im)`	overflow	2
↳	`(*.f64 x.im x.im)`	overflow	63
`exp.f64`	`#f`	sensitivity	2	1
`sin.f64`	`(sin.f64 (+.f64 (.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (.f64 x.im x.im)))) y.im) (.f64 (atan2.f64 x.im x.re) y.re)))`	oflow-rescue	2	0
↳	`(+.f64 (.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (.f64 x.im x.im)))) y.im) (.f64 (atan2.f64 x.im x.re) y.re))`	overflow	2
↳	`(*.f64 x.re x.re)`	overflow	72
↳	`(+.f64 (.f64 x.re x.re) (.f64 x.im x.im))`	overflow	119
↳	`(.f64 (log.f64 (sqrt.f64 (+.f64 (.f64 x.re x.re) (*.f64 x.im x.im)))) y.im)`	overflow	2
↳	`(*.f64 x.im x.im)`	overflow	63

Confusion

	Predicted +	Predicted -
+	3493	31
-	177	10891

Precision

0.9517711171662125

Recall

0.9912031782065834

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	3493	0	31
-	177	2	10889

Precision?

0.9512527233115469

Recall?

0.9912031782065834

Freqs

test

number	freq
0	10922
1	3113
2	551
3	6

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	37	0	0
-	0	0	20

Precision?

1.0

Recall?

1.0

Samples

3.2s	25 826×	0	valid
982.0ms	2 408×	1	valid
474.0ms	812×	2	valid
77.0ms	126×	3	valid
4.0ms	6×	4	valid
3.0ms	6×	5	exit

Compiler

Compiled 15 052 to 2 968 computations (80.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.1s

ival-mult: 819.0ms (26% of total)

ival-add: 525.0ms (16.7% of total)

ival-log: 271.0ms (8.6% of total)

ival-div: 245.0ms (7.8% of total)

const: 196.0ms (6.2% of total)

ival-exp: 181.0ms (5.7% of total)

ival-hypot: 176.0ms (5.6% of total)

adjust: 163.0ms (5.2% of total)

ival-sub: 110.0ms (3.5% of total)

ival-asin: 74.0ms (2.3% of total)

ival-sin: 72.0ms (2.3% of total)

ival-atan2: 54.0ms (1.7% of total)

ival-cos: 54.0ms (1.7% of total)

ival-sqrt: 51.0ms (1.6% of total)

ival-fabs: 28.0ms (0.9% of total)

ival-true: 24.0ms (0.8% of total)

exact: 21.0ms (0.7% of total)

ival-pi: 21.0ms (0.7% of total)

ival-pow: 21.0ms (0.7% of total)

ival-neg: 13.0ms (0.4% of total)

ival-assert: 12.0ms (0.4% of total)

ival-copysign: 11.0ms (0.3% of total)

ival-log1p: 7.0ms (0.2% of total)

bsearch3.3s (0.3%)

Memory

-22.6MiB live, 5 043.0MiB allocated

Algorithm

232×	left-value
206×	binary-search

Stop Event

198×	narrow-enough
8×	predicate-same

Samples

1.6s	13 815×	0	valid
570.0ms	1 630×	1	valid
39.0ms	145×	2	valid
32.0ms	58×	3	valid

Compiler

Compiled 49 112 to 32 757 computations (33.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 1.6s

ival-mult: 541.0ms (34.3% of total)

ival-add: 159.0ms (10.1% of total)

ival-hypot: 154.0ms (9.8% of total)

ival-log: 131.0ms (8.3% of total)

ival-sin: 90.0ms (5.7% of total)

const: 82.0ms (5.2% of total)

ival-exp: 80.0ms (5.1% of total)

adjust: 75.0ms (4.8% of total)

ival-sub: 69.0ms (4.4% of total)

ival-atan2: 62.0ms (3.9% of total)

ival-cos: 50.0ms (3.2% of total)

ival-div: 44.0ms (2.8% of total)

ival-sqrt: 17.0ms (1.1% of total)

ival-true: 10.0ms (0.6% of total)

ival-assert: 6.0ms (0.4% of total)

exact: 4.0ms (0.3% of total)

ival-neg: 1.0ms (0.1% of total)

analyze2.7s (0.2%)

Memory

18.3MiB live, 3 337.5MiB allocated

Algorithm

58×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	86.3%	13.7%	0%	0%	0%	0
55.4%	47.8%	38.5%	13.7%	0%	0%	0%	1
65.9%	55.7%	28.9%	13.7%	0%	1.7%	0%	2
71.2%	58.4%	23.6%	13.7%	0%	4.3%	0%	3
77.4%	62%	18.1%	13.7%	0%	6.2%	0%	4
83.5%	66.8%	13.2%	13.7%	0%	6.3%	0%	5
85.8%	68.3%	11.3%	13.7%	0%	6.6%	0%	6
88.3%	70.3%	9.4%	13.7%	0%	6.6%	0%	7
89.9%	71.5%	8%	13.7%	0%	6.8%	0%	8
91.1%	72.5%	7.1%	13.7%	0%	6.8%	0%	9
92.6%	73.6%	5.9%	13.7%	0%	6.8%	0%	10
94%	74.7%	4.8%	13.7%	0%	6.8%	0%	11
94.5%	75.1%	4.4%	13.7%	0%	6.9%	0%	12

Compiler

Compiled 1 498 to 821 computations (45.2% saved)

end0.0ms (0%)

Memory: 1.2MiB live, 1.2MiB allocated

soundness3.9min (19%)

rewrite3.8min (18.5%)

simplify3.3min (15.9%)

eval2.8min (13.7%)

sample2.7min (13.2%)

localize1.7min (8.4%)

prune48.6s (3.9%)

series36.9s (3%)

preprocess18.6s (1.5%)

regimes15.2s (1.2%)

explain14.5s (1.2%)

bsearch3.3s (0.3%)

analyze2.7s (0.2%)

end0.0ms (0%)

Profiling