Metrics for Harley's example

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze355.0ms (1%)

Memory

-22.7MiB live, 384.6MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	25%	75%	0%	0%	0%	0
0%	0%	25%	75%	0%	0%	0%	1
0%	0%	25%	75%	0%	0%	0%	2
0%	0%	25%	75%	0%	0%	0%	3
0%	0%	25%	75%	0%	0%	0%	4
0%	0%	25%	75%	0%	0%	0%	5
0%	0%	21.8%	75%	0%	3.1%	0%	6
0%	0%	18.7%	75%	0%	6.2%	0%	7
19%	3.1%	13.3%	75%	0%	8.6%	0%	8
19%	3.1%	13.3%	75%	0%	8.6%	0%	9
21.6%	3.1%	11.3%	75%	0%	10.5%	0%	10
24.6%	3.1%	9.6%	75%	0%	12.3%	0%	11
35.6%	3.1%	5.7%	75%	0%	16.2%	0%	12

Compiler

Compiled 51 to 27 computations (47.1% saved)

sample34.3s (98.1%)

Memory

140.4MiB live, 21 759.4MiB allocated

Samples

24.1s	7 573×	5	exit
4.6s	24 566×	0	exit
1.5s	8 066×	0	valid
315.0ms	26×	4	valid
55.0ms	136×	1	valid
33.0ms	15×	3	valid
15.0ms	33×	1	exit
13.0ms	13×	2	valid
1.0ms	1×	4	exit

Precisions

Click to see histograms. Total time spent on operations: 28.3s

ival-pow: 21.5s (75.9% of total)

adjust: 1.9s (6.6% of total)

ival-div: 1.3s (4.6% of total)

ival-exp: 966.0ms (3.4% of total)

ival-add: 665.0ms (2.3% of total)

ival-sub: 614.0ms (2.2% of total)

ival-mult: 606.0ms (2.1% of total)

ival-neg: 440.0ms (1.6% of total)

ival-<: 225.0ms (0.8% of total)

ival-and: 65.0ms (0.2% of total)

exact: 60.0ms (0.2% of total)

ival-assert: 16.0ms (0.1% of total)

Bogosity

explain295.0ms (0.8%)

Memory

-11.7MiB live, 161.7MiB allocated

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Example	Subexpression
10	0	-	-	`(/.f64 (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)) (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)))`
6	0	-	-	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p)`
5	0	-	-	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p)`
0	0	-	-	`(neg.f64 s)`
0	0	-	-	`#s(literal 1 binary64)`
0	0	-	-	`t`
0	0	-	-	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))`
0	0	-	-	`s`
0	0	-	-	`(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n))`
0	0	-	-	`(neg.f64 t)`
0	0	-	-	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))`
0	0	-	-	`(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))))`
0	0	-	-	`c_p`
0	0	-	-	`(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))))`
0	1	(5.689402992722794e-20 2.5828855303575565e+49 -542.2319269461796 1.2812054577509665e-262)	-	`(exp.f64 (neg.f64 t))`
0	0	-	-	`(exp.f64 (neg.f64 s))`
0	0	-	-	`c_n`
0	0	-	-	`(+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))`
0	0	-	-	`(+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))`
0	5	(4.903134142189139e-224 8.811358737585938e+257 -105021385.49162601 -1.000777172418144e-169)	-	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)`
0	0	-	-	`(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n))`
0	1	(3.8161981795845534 443268.06561944267 -1.1041654344720633e-13 -4.459508897046268e+268)	-	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`/.f64`	`(/.f64 (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)) (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)))`	u/u	10	0
↳	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p)`	underflow	10
↳	`(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n))`	underflow	18
↳	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))`	underflow	18
↳	`(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))))`	underflow	1
↳	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)`	underflow	8
↳	`(exp.f64 (neg.f64 s))`	underflow	2
↳	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p)`	underflow	6
↳	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))`	underflow	12
↳	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)`	underflow	4
↳	`(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n))`	underflow	10
`pow.f64`	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p)`	uflow-rescue	6	0
↳	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p)`	underflow	6
↳	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))`	underflow	6
`pow.f64`	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)`	sensitivity	5	0
`pow.f64`	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p)`	uflow-rescue	5	0
↳	`(pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p)`	underflow	10
↳	`(/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))`	underflow	9
↳	`(exp.f64 (neg.f64 s))`	underflow	1
`exp.f64`	`(exp.f64 (neg.f64 t))`	sensitivity	1	0
`pow.f64`	`(pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)`	sensitivity	1	0

Confusion

	Predicted +	Predicted -
+	21	0
-	2	233

Precision

0.9130434782608695

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	21	0	0
-	2	2	231

Precision?

0.84

Recall?

1.0

Freqs

test

number	freq
0	233
1	18
2	5

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

78.0ms	502×	0	valid
3.0ms	8×	1	valid
1.0ms	2×	2	valid

Compiler

Compiled 593 to 92 computations (84.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 57.0ms

ival-pow: 19.0ms (33.2% of total)

ival-div: 9.0ms (15.7% of total)

ival-exp: 8.0ms (14% of total)

ival-sub: 5.0ms (8.7% of total)

ival-add: 5.0ms (8.7% of total)

ival-mult: 5.0ms (8.7% of total)

ival-neg: 5.0ms (8.7% of total)

adjust: 1.0ms (1.7% of total)

ival-true: 1.0ms (1.7% of total)

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

exact: 0.0ms (0% of total)

preprocess3.0ms (0%)

Memory

3.0MiB live, 3.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(/.f64 (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)) (.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)))

Inputs

(/.f64 (*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 s))))) c_n)) (*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t)))) c_p) (pow.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 t))))) c_n)))

Outputs

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze355.0ms (1%)

sample34.3s (98.1%)

explain295.0ms (0.8%)

preprocess3.0ms (0%)

end0.0ms (0%)

Profiling