Metrics for Expression, p14

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze288.0ms (6%)

Memory

2.2MiB live, 383.7MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	0%	100%	0%	0%	0%	0
0%	0%	0%	100%	0%	0%	0%	1
0%	0%	0%	100%	0%	0%	0%	2
0%	0%	0%	100%	0%	0%	0%	3
0%	0%	0%	100%	0%	0%	0%	4
25%	0%	0%	100%	0%	0%	0%	5
25%	0%	0%	100%	0%	0%	0%	6
25%	0%	0%	100%	0%	0%	0%	7
37.5%	0%	0%	100%	0%	0%	0%	8
56.3%	0%	0%	100%	0%	0%	0%	9
56.3%	0%	0%	100%	0%	0%	0%	10
56.3%	0%	0%	100%	0%	0%	0%	11
65.6%	0%	0%	100%	0%	0%	0%	12

Compiler

Compiled 39 to 28 computations (28.2% saved)

sample2.5s (51.3%)

Memory

0.9MiB live, 1 965.8MiB allocated

Samples

1.4s

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 869.0ms

ival-<=: 435.0ms (50% of total)

const: 201.0ms (23.1% of total)

ival-add: 104.0ms (12% of total)

ival-mult: 63.0ms (7.2% of total)

ival-and: 46.0ms (5.3% of total)

exact: 18.0ms (2.1% of total)

ival-assert: 3.0ms (0.3% of total)

Bogosity

explain80.0ms (1.7%)

Memory

36.3MiB live, 112.5MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(*.f64 a (+.f64 (+.f64 b c) d))`
-	-	`(+.f64 b c)`
-	-	`c`
-	-	`a`
-	-	`d`
-	-	`(+.f64 (+.f64 b c) d)`
-	-	`b`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	1

Precision?

0/0

Recall?

0/0

Samples

41.0ms

512×

valid

Compiler

Compiled 68 to 32 computations (52.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-add: 5.0ms (53.7% of total)

ival-mult: 3.0ms (32.2% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

preprocess148.0ms (3.1%)

Memory

-47.1MiB live, 46.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	112
1	169	102
2	566	99
3	1528	99
4	3238	99
5	4057	99
6	4495	99
7	4517	99
8	4517	99
9	4536	99
10	4536	99
11	4536	99
0	7	7
0	10	7
1	21	7
2	42	7
3	76	7
4	76	7
0	76	7

Stop Event

1×	iter limit
1×	saturated
1×	iter limit
1×	saturated

Calls

Call 1

Inputs
(*.f64 a (+.f64 (+.f64 b c) d))

Outputs
(*.f64 (+.f64 d (+.f64 c b)) a)

Symmetry

(negabs a)

(sort b c d)

Compiler

Compiled 7 to 7 computations (0% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.9%	(*.f64 a (+.f64 (+.f64 b c) d))

Compiler

Compiled 7 to 7 computations (0% saved)

simplify4.0ms (0.1%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 b c)
cost-diff	0	(+.f64 (+.f64 b c) d)
cost-diff	0	(*.f64 a (+.f64 (+.f64 b c) d))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	19
0	10	19
1	21	19
2	42	19
3	76	19
4	76	19
0	76	19

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(*.f64 a (+.f64 (+.f64 b c) d))
a
(+.f64 (+.f64 b c) d)
(+.f64 b c)
b
c
d

Outputs
(*.f64 (+.f64 d (+.f64 c b)) a)
a
(+.f64 d (+.f64 c b))
(+.f64 c b)
b
c
d

localize30.0ms (0.6%)

Memory

-1.9MiB live, 36.2MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0	(+.f64 (+.f64 b c) d)
accuracy	0	(+.f64 b c)
accuracy	0.05859375	(*.f64 a (+.f64 (+.f64 b c) d))

Samples

12.0ms

256×

valid

Compiler

Compiled 40 to 16 computations (60% saved)

Precisions

Click to see histograms. Total time spent on operations: 4.0ms

ival-add: 3.0ms (67.3% of total)

ival-mult: 2.0ms (44.9% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series8.0ms (0.2%)

Memory

20.3MiB live, 20.3MiB allocated

Counts

3 → 108

Calls

Call 1

Inputs
#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())

Inputs

#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())

#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())

#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())

Outputs
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf c) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf b) (#s(alt #<batchref> (patch (+.f64 b c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf a) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 b c) d)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 b c) d) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
1.0ms	d	@	-inf	((* a (+ (+ b c) d)) (+ (+ b c) d) (+ b c))
1.0ms	c	@	inf	((* a (+ (+ b c) d)) (+ (+ b c) d) (+ b c))
1.0ms	b	@	inf	((* a (+ (+ b c) d)) (+ (+ b c) d) (+ b c))
0.0ms	c	@	-inf	((* a (+ (+ b c) d)) (+ (+ b c) d) (+ b c))
0.0ms	b	@	-inf	((* a (+ (+ b c) d)) (+ (+ b c) d) (+ b c))

simplify112.0ms (2.3%)

Memory

0.8MiB live, 155.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	84	516
1	276	516
2	776	516
3	2331	516
4	5176	516
5	7427	516
0	8033	516

Stop Event

1×	iter limit
1×	node limit

Counts

108 → 96

Calls

Call 1

Inputs
(* a (+ b d))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ b d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
b
(+ b c)
(+ b c)
(+ b c)
(* a c)
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
c
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
c
(* c (+ 1 (/ b c)))
(* c (+ 1 (/ b c)))
(* c (+ 1 (/ b c)))
(* a c)
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
c
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
c
(* -1 (* c (- (* -1 (/ b c)) 1)))
(* -1 (* c (- (* -1 (/ b c)) 1)))
(* -1 (* c (- (* -1 (/ b c)) 1)))
(* a (+ c d))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ c d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
c
(+ b c)
(+ b c)
(+ b c)
(* a b)
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
b
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
b
(* b (+ 1 (/ c b)))
(* b (+ 1 (/ c b)))
(* b (+ 1 (/ c b)))
(* a b)
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
b
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
b
(* -1 (* b (- (* -1 (/ c b)) 1)))
(* -1 (* b (- (* -1 (/ c b)) 1)))
(* -1 (* b (- (* -1 (/ c b)) 1)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b c))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ b c)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
(* a d)
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
d
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
(* a d)
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
d
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))

Outputs
(*.f64 (+.f64 d b) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(+.f64 d b)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
b
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 c a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
c
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
c
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 c a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
c
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
c
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 (+.f64 d c) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(+.f64 d c)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
c
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 b a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
b
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
b
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 b a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
b
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
b
(+.f64 c b)
(+.f64 c b)
(+.f64 c b)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 c b) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(+.f64 c b)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(*.f64 d a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
d
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(*.f64 d a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
d
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)
(+.f64 (+.f64 c b) d)

rewrite171.0ms (3.6%)

Memory

1.5MiB live, 280.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	15
0	10	15
1	46	15
2	388	15
3	5662	15
0	8833	15

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

3 → 296

Calls

Call 1

Inputs
(*.f64 a (+.f64 (+.f64 b c) d))
(+.f64 (+.f64 b c) d)
(+.f64 b c)

Outputs
#<batchref>
#<batchref>
#<batchref>
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eval47.0ms (1%)

Memory: 20.3MiB live, 136.2MiB allocated
Compiler: Compiled 8 100 to 1 017 computations (87.4% saved)

prune42.0ms (0.9%)

Memory

-26.5MiB live, 62.4MiB allocated

Pruning

4 alts after pruning (4 fresh and 0 done)

	Pruned	Kept	Total
New	388	4	392
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	389	4	393

Accuracy

100.0%

Counts

393 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(fma.f64 (+.f64 d b) a (*.f64 c a))
▶	99.9%	(*.f64 a (+.f64 (+.f64 d c) b))
▶	98.8%	(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
▶	92.5%	#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Compiler

Compiled 37 to 32 computations (13.5% saved)

simplify4.0ms (0.1%)

Memory

3.3MiB live, 3.3MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 11 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 c a)
cost-diff	0	(+.f64 d b)
cost-diff	192	(fma.f64 (+.f64 d b) a (*.f64 c a))
cost-diff	0	(+.f64 d c)
cost-diff	0	(+.f64 (+.f64 d c) b)
cost-diff	0	(*.f64 a (+.f64 (+.f64 d c) b))
cost-diff	0	(+.f64 d c)
cost-diff	0	#s(approx (+ (+ b c) d) (+.f64 d c))
cost-diff	0	(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
cost-diff	0	(*.f64 d a)
cost-diff	0	#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	17	79
0	26	78
1	54	78
2	70	78
0	70	78

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 d a)
d
a
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
a
#s(approx (+ (+ b c) d) (+.f64 d c))
(+.f64 d c)
d
c
(*.f64 a (+.f64 (+.f64 d c) b))
a
(+.f64 (+.f64 d c) b)
(+.f64 d c)
d
c
b
(fma.f64 (+.f64 d b) a (*.f64 c a))
(+.f64 d b)
d
b
a
(*.f64 c a)
c

Outputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 d a)
d
a
(*.f64 #s(approx (+ (+ b c) d) (+.f64 d c)) a)
a
#s(approx (+ (+ b c) d) (+.f64 d c))
(+.f64 d c)
d
c
(*.f64 (+.f64 d (+.f64 c b)) a)
a
(+.f64 d (+.f64 c b))
(+.f64 d c)
d
c
b
(*.f64 (+.f64 d (+.f64 c b)) a)
(+.f64 d b)
d
b
a
(*.f64 c a)
c

localize46.0ms (1%)

Memory

1.9MiB live, 39.5MiB allocated

Localize:

Found 11 expressions of interest:

New	Metric	Score
accuracy	0	(fma.f64 (+.f64 d b) a (*.f64 c a))
accuracy	0	(+.f64 d b)
accuracy	0	(*.f64 c a)
accuracy	0	(+.f64 d c)
accuracy	0.00390625	(+.f64 (+.f64 d c) b)
accuracy	0.05859375	(*.f64 a (+.f64 (+.f64 d c) b))
accuracy	0	(+.f64 d c)
accuracy	0.05859375	(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
accuracy	0.7196690579472655	#s(approx (+ (+ b c) d) (+.f64 d c))
accuracy	0	(*.f64 d a)
accuracy	4.830408682073993	#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Samples

37.0ms

256×

valid

Compiler

Compiled 149 to 34 computations (77.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 15.0ms

ival-mult: 8.0ms (54% of total)

ival-add: 7.0ms (47.3% of total)

ival-true: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series45.0ms (0.9%)

Memory

-11.6MiB live, 25.1MiB allocated

Counts

10 → 360

Calls

Call 1

Inputs
#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 d a) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())
#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())
#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())
#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())
#s(alt #<batchref> (patch (*.f64 c a) #<representation binary64>) () ())

Outputs
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor 0 c) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
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#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (* a (+ (+ b c) d)) (*.f64 d a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 d a) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 d a) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 d a) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 d a) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c))) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch #s(approx (+ (+ b c) d) (+.f64 d c)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d c) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (*.f64 a (+.f64 (+.f64 d c) b)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 (+.f64 d c) b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (fma.f64 (+.f64 d b) a (*.f64 c a)) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())
#s(alt #<batchref> (taylor -inf d) (#s(alt #<batchref> (patch (+.f64 d b) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
2.0ms	a	@	inf	((* a (+ (+ b c) d)) (* d a) (* a (+ (+ b c) d)) (+ (+ b c) d) (+ d c) (* a (+ (+ d c) b)) (+ (+ d c) b) (+ (* (+ d b) a) (* c a)) (+ d b) (* c a))
2.0ms	a	@	-inf	((* a (+ (+ b c) d)) (* d a) (* a (+ (+ b c) d)) (+ (+ b c) d) (+ d c) (* a (+ (+ d c) b)) (+ (+ d c) b) (+ (* (+ d b) a) (* c a)) (+ d b) (* c a))
1.0ms	a	@	0	((* a (+ (+ b c) d)) (* d a) (* a (+ (+ b c) d)) (+ (+ b c) d) (+ d c) (* a (+ (+ d c) b)) (+ (+ d c) b) (+ (* (+ d b) a) (* c a)) (+ d b) (* c a))
1.0ms	d	@	-inf	((* a (+ (+ b c) d)) (* d a) (* a (+ (+ b c) d)) (+ (+ b c) d) (+ d c) (* a (+ (+ d c) b)) (+ (+ d c) b) (+ (* (+ d b) a) (* c a)) (+ d b) (* c a))
1.0ms	d	@	inf	((* a (+ (+ b c) d)) (* d a) (* a (+ (+ b c) d)) (+ (+ b c) d) (+ d c) (* a (+ (+ d c) b)) (+ (+ d c) b) (+ (* (+ d b) a) (* c a)) (+ d b) (* c a))

simplify239.0ms (5%)

Memory

3.0MiB live, 122.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	124	1860
1	413	1860
2	1063	1860
3	3112	1836
4	5375	1836
5	7729	1836
0	8090	1824

Stop Event

1×	iter limit
1×	node limit

Counts

360 → 336

Calls

Call 1

Inputs
(* a (+ b d))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(* a (+ b d))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ b d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
d
(+ c d)
(+ c d)
(+ c d)
(* a (+ b d))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ b d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
(* a (+ b d))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(+ (* a c) (* a (+ b d)))
(* a c)
(* a c)
(* a c)
(* a c)
(* a c)
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* a c)
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
c
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
c
(* c (+ 1 (/ d c)))
(* c (+ 1 (/ d c)))
(* c (+ 1 (/ d c)))
(* a c)
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
c
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
(* c (+ 1 (+ (/ b c) (/ d c))))
(* a c)
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* c (+ a (/ (* a (+ b d)) c)))
(* a c)
(* a c)
(* a c)
(* a c)
(* a c)
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* a c)
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
c
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
c
(* -1 (* c (- (* -1 (/ d c)) 1)))
(* -1 (* c (- (* -1 (/ d c)) 1)))
(* -1 (* c (- (* -1 (/ d c)) 1)))
(* a c)
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
c
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* -1 (* c (- (* -1 (/ (+ b d) c)) 1)))
(* a c)
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* -1 (* c (+ (* -1 a) (* -1 (/ (* a (+ b d)) c)))))
(* a c)
(* a c)
(* a c)
(* a c)
(* a (+ c d))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(* a (+ c d))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ c d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
(* a (+ c d))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ (* a b) (* a (+ c d)))
(+ c d)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
(+ (* a c) (* a d))
(+ (* a b) (+ (* a c) (* a d)))
(+ (* a b) (+ (* a c) (* a d)))
(+ (* a b) (+ (* a c) (* a d)))
d
(+ b d)
(+ b d)
(+ b d)
(* a b)
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
(* a b)
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
b
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
(* a b)
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
(* b (+ a (/ (* a (+ c d)) b)))
b
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
(* b (+ 1 (+ (/ c b) (/ d b))))
(* a b)
(* b (+ a (+ (/ (* a c) b) (/ (* a d) b))))
(* b (+ a (+ (/ (* a c) b) (/ (* a d) b))))
(* b (+ a (+ (/ (* a c) b) (/ (* a d) b))))
b
(* b (+ 1 (/ d b)))
(* b (+ 1 (/ d b)))
(* b (+ 1 (/ d b)))
(* a b)
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* a b)
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
b
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* a b)
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (* a (+ c d)) b)))))
b
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* -1 (* b (- (* -1 (/ (+ c d) b)) 1)))
(* a b)
(* -1 (* b (+ (* -1 a) (* -1 (/ (+ (* a c) (* a d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (+ (* a c) (* a d)) b)))))
(* -1 (* b (+ (* -1 a) (* -1 (/ (+ (* a c) (* a d)) b)))))
b
(* -1 (* b (- (* -1 (/ d b)) 1)))
(* -1 (* b (- (* -1 (/ d b)) 1)))
(* -1 (* b (- (* -1 (/ d b)) 1)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a d)
(* a d)
(* a d)
(* a d)
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a c)
(* a c)
(* a c)
(* a c)
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a d)
(* a d)
(* a d)
(* a d)
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a c)
(* a c)
(* a c)
(* a c)
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a d)
(* a d)
(* a d)
(* a d)
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* a (+ b (+ c d)))
(* -1 (* a (+ (* -1 c) (* -1 (+ b d)))))
(* -1 (* a (+ (* -1 c) (* -1 (+ b d)))))
(* -1 (* a (+ (* -1 c) (* -1 (+ b d)))))
(* -1 (* a (+ (* -1 c) (* -1 (+ b d)))))
(* a c)
(* a c)
(* a c)
(* a c)
(* a (+ b c))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(* a d)
(* a d)
(* a d)
(* a d)
(* a (+ b c))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ b c)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
c
(+ c d)
(+ c d)
(+ c d)
(* a (+ b c))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ (* a d) (* a (+ b c)))
(+ b c)
(+ b (+ c d))
(+ b (+ c d))
(+ b (+ c d))
(+ (* a b) (* a c))
(+ (* a b) (+ (* a c) (* a d)))
(+ (* a b) (+ (* a c) (* a d)))
(+ (* a b) (+ (* a c) (* a d)))
b
(+ b d)
(+ b d)
(+ b d)
(* a d)
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
(* a d)
(* a d)
(* a d)
(* a d)
(* a d)
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
d
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
d
(* d (+ 1 (/ c d)))
(* d (+ 1 (/ c d)))
(* d (+ 1 (/ c d)))
(* a d)
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
(* d (+ a (/ (* a (+ b c)) d)))
d
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
(* d (+ 1 (+ (/ b d) (/ c d))))
(* a d)
(* d (+ a (+ (/ (* a b) d) (/ (* a c) d))))
(* d (+ a (+ (/ (* a b) d) (/ (* a c) d))))
(* d (+ a (+ (/ (* a b) d) (/ (* a c) d))))
d
(* d (+ 1 (/ b d)))
(* d (+ 1 (/ b d)))
(* d (+ 1 (/ b d)))
(* a d)
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* a d)
(* a d)
(* a d)
(* a d)
(* a d)
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
d
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
d
(* -1 (* d (- (* -1 (/ c d)) 1)))
(* -1 (* d (- (* -1 (/ c d)) 1)))
(* -1 (* d (- (* -1 (/ c d)) 1)))
(* a d)
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (* a (+ b c)) d)))))
d
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* -1 (* d (- (* -1 (/ (+ b c) d)) 1)))
(* a d)
(* -1 (* d (+ (* -1 a) (* -1 (/ (+ (* a b) (* a c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (+ (* a b) (* a c)) d)))))
(* -1 (* d (+ (* -1 a) (* -1 (/ (+ (* a b) (* a c)) d)))))
d
(* -1 (* d (- (* -1 (/ b d)) 1)))
(* -1 (* d (- (* -1 (/ b d)) 1)))
(* -1 (* d (- (* -1 (/ b d)) 1)))

Outputs
(*.f64 (+.f64 d b) a)
(*.f64 (+.f64 (+.f64 d c) b) a)
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b
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d
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d
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d
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d
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d
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(+.f64 (+.f64 d c) b)
d
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(+.f64 d c)
(+.f64 d c)
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(*.f64 (+.f64 (+.f64 d c) b) a)
(*.f64 (+.f64 (+.f64 d c) b) a)
d
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(+.f64 (+.f64 d c) b)
(+.f64 (+.f64 d c) b)
(*.f64 d a)
(*.f64 (+.f64 (+.f64 d c) b) a)
(*.f64 (+.f64 (+.f64 d c) b) a)
(*.f64 (+.f64 (+.f64 d c) b) a)
d
(+.f64 d b)
(+.f64 d b)
(+.f64 d b)

rewrite173.0ms (3.6%)

Memory

19.6MiB live, 256.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	17	63
0	26	62
1	117	62
2	928	62
0	8662	62

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

10 → 480

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 d a)
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
#s(approx (+ (+ b c) d) (+.f64 d c))
(+.f64 d c)
(*.f64 a (+.f64 (+.f64 d c) b))
(+.f64 (+.f64 d c) b)
(fma.f64 (+.f64 d b) a (*.f64 c a))
(+.f64 d b)
(*.f64 c a)

Outputs
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eval121.0ms (2.5%)

Memory: 2.9MiB live, 271.5MiB allocated
Compiler: Compiled 16 778 to 1 165 computations (93.1% saved)

prune22.0ms (0.5%)

Memory

-4.5MiB live, 78.3MiB allocated

Pruning

4 alts after pruning (0 fresh and 4 done)

	Pruned	Kept	Total
New	869	0	869
Fresh	0	0	0
Picked	0	4	4
Done	0	0	0
Total	869	4	873

Accuracy

100.0%

Counts

873 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	100.0%	(fma.f64 (+.f64 d b) a (*.f64 c a))
✓	99.9%	(*.f64 a (+.f64 (+.f64 d c) b))
✓	98.8%	(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
✓	92.5%	#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Compiler

Compiled 81 to 52 computations (35.8% saved)

regimes19.0ms (0.4%)

Memory

-1.7MiB live, 37.1MiB allocated

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
(*.f64 a (+.f64 (+.f64 b c) d))
(*.f64 a (+.f64 (+.f64 d c) b))
(fma.f64 (+.f64 d b) a (*.f64 c a))

Outputs
(fma.f64 (+.f64 d b) a (*.f64 c a))

Calls

7 calls:

3.0ms	b
2.0ms	(+.f64 b c)
2.0ms	(*.f64 a (+.f64 (+.f64 b c) d))
2.0ms	a
2.0ms	c

Results

Accuracy	Segments	Branch
100.0%	1	`a`
100.0%	1	`b`
100.0%	1	`c`
100.0%	1	`d`
100.0%	1	`(*.f64 a (+.f64 (+.f64 b c) d))`
100.0%	1	`(+.f64 (+.f64 b c) d)`
100.0%	1	`(+.f64 b c)`

Compiler

Compiled 19 to 34 computations (-78.9% saved)

regimes17.0ms (0.3%)

Memory

-3.6MiB live, 35.3MiB allocated

Counts

4 → 1

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
(*.f64 a (+.f64 (+.f64 b c) d))
(*.f64 a (+.f64 (+.f64 d c) b))

Outputs
(*.f64 a (+.f64 (+.f64 d c) b))

Calls

7 calls:

3.0ms	a
2.0ms	d
2.0ms	(+.f64 b c)
2.0ms	c
2.0ms	(*.f64 a (+.f64 (+.f64 b c) d))

Results

Accuracy	Segments	Branch
99.9%	1	`a`
99.9%	1	`b`
99.9%	1	`c`
99.9%	1	`d`
99.9%	1	`(*.f64 a (+.f64 (+.f64 b c) d))`
99.9%	1	`(+.f64 (+.f64 b c) d)`
99.9%	1	`(+.f64 b c)`

Compiler

Compiled 19 to 34 computations (-78.9% saved)

regimes14.0ms (0.3%)

Memory

31.1MiB live, 31.1MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
(*.f64 a (+.f64 (+.f64 b c) d))

Outputs
(*.f64 a (+.f64 (+.f64 b c) d))

Calls

7 calls:

2.0ms	(+.f64 b c)
2.0ms	d
2.0ms	c
2.0ms	(*.f64 a (+.f64 (+.f64 b c) d))
2.0ms	b

Results

Accuracy	Segments	Branch
99.9%	1	`a`
99.9%	1	`b`
99.9%	1	`c`
99.9%	1	`d`
99.9%	1	`(*.f64 a (+.f64 (+.f64 b c) d))`
99.9%	1	`(+.f64 (+.f64 b c) d)`
99.9%	1	`(+.f64 b c)`

Compiler

Compiled 19 to 34 computations (-78.9% saved)

regimes13.0ms (0.3%)

Memory

-12.5MiB live, 27.7MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))

Outputs
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))

Calls

7 calls:

3.0ms	(+.f64 b c)
2.0ms	(+.f64 (+.f64 b c) d)
2.0ms	(*.f64 a (+.f64 (+.f64 b c) d))
2.0ms	a
2.0ms	b

Results

Accuracy	Segments	Branch
98.8%	1	`a`
98.8%	1	`b`
98.8%	1	`c`
98.8%	1	`d`
98.8%	1	`(*.f64 a (+.f64 (+.f64 b c) d))`
98.8%	1	`(+.f64 (+.f64 b c) d)`
98.8%	1	`(+.f64 b c)`

Compiler

Compiled 19 to 34 computations (-78.9% saved)

regimes10.0ms (0.2%)

Memory

-15.0MiB live, 23.8MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Outputs
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Calls

7 calls:

2.0ms	c
1.0ms	(*.f64 a (+.f64 (+.f64 b c) d))
1.0ms	(+.f64 (+.f64 b c) d)
1.0ms	(+.f64 b c)
1.0ms	a

Results

Accuracy	Segments	Branch
92.5%	1	`a`
92.5%	1	`b`
92.5%	1	`c`
92.5%	1	`d`
92.5%	1	`(*.f64 a (+.f64 (+.f64 b c) d))`
92.5%	1	`(+.f64 (+.f64 b c) d)`
92.5%	1	`(+.f64 b c)`

Compiler

Compiled 19 to 34 computations (-78.9% saved)

simplify23.0ms (0.5%)

Memory

1.5MiB live, 39.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	20	44
1	30	44

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (+.f64 d b) a (*.f64 c a))
(*.f64 a (+.f64 (+.f64 d c) b))
(*.f64 a (+.f64 (+.f64 b c) d))
(*.f64 a #s(approx (+ (+ b c) d) (+.f64 d c)))
#s(approx (* a (+ (+ b c) d)) (*.f64 d a))

Outputs
(fma.f64 (+.f64 b d) a (*.f64 c a))
(*.f64 (+.f64 (+.f64 c d) b) a)
(*.f64 (+.f64 (+.f64 c b) d) a)
(*.f64 #s(approx (+ (+ b c) d) (+.f64 c d)) a)
#s(approx (* a (+ (+ b c) d)) (*.f64 a d))

soundness479.0ms (10%)

Memory

5.4MiB live, 294.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	84	516
1	276	516
2	776	516
3	2331	516
4	5176	516
5	7427	516
0	8033	516
0	7	15
0	10	15
1	46	15
2	388	15
3	5662	15
0	8833	15

Stop Event

1×	done
1×	iter limit
1×	node limit
1×	iter limit
1×	iter limit
1×	node limit

Compiler

Compiled 81 to 51 computations (37% saved)

preprocess181.0ms (3.8%)

Memory: 6.6MiB live, 168.9MiB allocated
Remove: (negabs a)
Compiler: Compiled 408 to 322 computations (21.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze288.0ms (6%)

sample2.5s (51.3%)

explain80.0ms (1.7%)

preprocess148.0ms (3.1%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify4.0ms (0.1%)

localize30.0ms (0.6%)

series8.0ms (0.2%)

simplify112.0ms (2.3%)

rewrite171.0ms (3.6%)

eval47.0ms (1%)

prune42.0ms (0.9%)

simplify4.0ms (0.1%)

localize46.0ms (1%)

series45.0ms (0.9%)

simplify239.0ms (5%)

rewrite173.0ms (3.6%)

eval121.0ms (2.5%)

prune22.0ms (0.5%)

regimes19.0ms (0.4%)

regimes17.0ms (0.3%)

regimes14.0ms (0.3%)

regimes13.0ms (0.3%)

regimes10.0ms (0.2%)

simplify23.0ms (0.5%)

soundness479.0ms (10%)

preprocess181.0ms (3.8%)

end0.0ms (0%)

Profiling