Metrics for 2-ancestry mixing, zero discriminant

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze11.0ms (1.1%)

Memory

15.1MiB live, 15.1MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
50%	50%	50%	0.1%	0%	0%	0%	3
50%	50%	50%	0.1%	0%	0%	0%	4
75%	74.9%	25%	0.1%	0%	0%	0%	5
75%	74.9%	25%	0.1%	0%	0%	0%	6
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	7
87.5%	87.4%	12.5%	0.1%	0%	0%	0%	8
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	9
93.8%	93.7%	6.2%	0.1%	0%	0%	0%	10
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	11
96.9%	96.8%	3.1%	0.1%	0%	0%	0%	12

Compiler

Compiled 8 to 8 computations (0% saved)

sample859.0ms (79.6%)

Memory

21.7MiB live, 838.7MiB allocated

Samples

542.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 295.0ms

ival-mult: 104.0ms (35.3% of total)

ival-div: 100.0ms (33.9% of total)

ival-cbrt: 74.0ms (25.1% of total)

ival-true: 7.0ms (2.4% of total)

exact: 6.0ms (2% of total)

ival-assert: 4.0ms (1.4% of total)

Bogosity

explain65.0ms (6%)

Memory

-12.2MiB live, 86.9MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
50	-	2	(4.228258704223865e-299 16428035054568508.0)	`(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))`
0	-	0	-	`(/.f64 g (*.f64 #s(literal 2 binary64) a))`
0	-	0	-	`#s(literal 2 binary64)`
0	-	0	-	`a`
0	-	0	-	`g`
0	-	0	-	`(*.f64 #s(literal 2 binary64) a)`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`cbrt.f64`	`(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))`	uflow-rescue	25	0
↳	`(/.f64 g (*.f64 #s(literal 2 binary64) a))`	underflow	25
`cbrt.f64`	`(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))`	oflow-rescue	23	0
↳	`(/.f64 g (*.f64 #s(literal 2 binary64) a))`	overflow	23

Confusion

	Predicted +	Predicted -
+	48	2
-	0	206

Precision

1.0

Recall

0.96

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	48	0	2
-	0	0	206

Precision?

1.0

Recall?

0.96

Freqs

test

number	freq
0	208
1	48

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

24.0ms

512×

valid

Compiler

Compiled 61 to 28 computations (54.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-div: 4.0ms (34.8% of total)

ival-mult: 4.0ms (34.8% of total)

ival-cbrt: 3.0ms (26.1% of total)

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

exact: 0.0ms (0% of total)

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

preprocess4.0ms (0.3%)

Memory

-35.1MiB live, 3.6MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Outputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Compiler

Compiled 6 to 6 computations (0% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 2 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	81.2%	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Compiler

Compiled 6 to 6 computations (0% saved)

simplify0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 #s(literal 2 binary64) a)
cost-diff	0	(/.f64 g (*.f64 #s(literal 2 binary64) a))
cost-diff	0	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Calls

Call 1

Inputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
g
(*.f64 #s(literal 2 binary64) a)
#s(literal 2 binary64)
a

Outputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
g
(*.f64 #s(literal 2 binary64) a)
#s(literal 2 binary64)
a

localize17.0ms (1.6%)

Memory

27.5MiB live, 27.5MiB allocated

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(/.f64 g (*.f64 #s(literal 2 binary64) a))
accuracy	0.0	(*.f64 #s(literal 2 binary64) a)
accuracy	12.057814145470534	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Samples

12.0ms

256×

valid

Compiler

Compiled 36 to 14 computations (61.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-div: 2.0ms (35.3% of total)

ival-mult: 2.0ms (35.3% of total)

ival-cbrt: 1.0ms (17.6% of total)

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

exact: 0.0ms (0% of total)

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

series26.0ms (2.5%)

Memory

-7.2MiB live, 31.4MiB allocated

Counts

3 → 5

Calls

Call 1

Inputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

Outputs
(* (cbrt (/ g a)) (cbrt 1/2))
(* 1/2 (/ g a))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(* 2 a)
(* (cbrt (/ g a)) (* (cbrt -1) (cbrt -1/2)))

Calls

6 calls:

Time	Variable		Point	Expression
9.0ms	g	@	-inf	((cbrt (/ g (* 2 a))) (/ g (* 2 a)) (* 2 a))
4.0ms	g	@	0	((cbrt (/ g (* 2 a))) (/ g (* 2 a)) (* 2 a))
4.0ms	g	@	inf	((cbrt (/ g (* 2 a))) (/ g (* 2 a)) (* 2 a))
3.0ms	a	@	inf	((cbrt (/ g (* 2 a))) (/ g (* 2 a)) (* 2 a))
3.0ms	a	@	0	((cbrt (/ g (* 2 a))) (/ g (* 2 a)) (* 2 a))

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

5 → 3

Calls

Call 1

Inputs
(* (cbrt (/ g a)) (cbrt 1/2))
(* 1/2 (/ g a))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(* 2 a)
(* (cbrt (/ g a)) (* (cbrt -1) (cbrt -1/2)))

Outputs
(* (cbrt (/ g a)) (cbrt 1/2))
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(* 1/2 (/ g a))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(*.f64 #s(literal 2 binary64) a)

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

Outputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
(/.f64 g (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

eval1.0ms (0.1%)

Memory: 1.1MiB live, 1.1MiB allocated
Compiler: Compiled 53 to 14 computations (73.6% saved)

prune1.0ms (0.1%)

Memory

2.0MiB live, 2.0MiB allocated

Pruning

2 alts after pruning (1 fresh and 1 done)

	Pruned	Kept	Total
New	5	1	6
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	5	2	7

Accuracy

81.2%

Counts

7 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	81.2%	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
▶	3.6%	#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Compiler

Compiled 16 to 15 computations (6.3% saved)

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 #s(literal 2 binary64) a)
cost-diff	0	#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Calls

Call 1

Inputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)
#s(literal 2 binary64)
a

Outputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)
#s(literal 2 binary64)
a

localize18.0ms (1.7%)

Memory

-17.9MiB live, 22.8MiB allocated

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(*.f64 #s(literal 2 binary64) a)
accuracy	61.72452941140267	#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Samples

14.0ms

256×

valid

Compiler

Compiled 28 to 17 computations (39.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-div: 2.0ms (35.3% of total)

ival-mult: 2.0ms (35.3% of total)

ival-cbrt: 2.0ms (35.3% of total)

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

exact: 0.0ms (0% of total)

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

series14.0ms (1.3%)

Memory

27.2MiB live, 27.1MiB allocated

Counts

2 → 4

Calls

Call 1

Inputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

Outputs
(* (cbrt (/ g a)) (cbrt 1/2))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(* 2 a)
(* (cbrt (/ g a)) (* (cbrt -1) (cbrt -1/2)))

Calls

6 calls:

Time	Variable		Point	Expression
2.0ms	a	@	0	((cbrt (/ g (* 2 a))) (* 2 a))
2.0ms	g	@	-inf	((cbrt (/ g (* 2 a))) (* 2 a))
2.0ms	a	@	inf	((cbrt (/ g (* 2 a))) (* 2 a))
2.0ms	a	@	-inf	((cbrt (/ g (* 2 a))) (* 2 a))
2.0ms	g	@	inf	((cbrt (/ g (* 2 a))) (* 2 a))

simplify0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Algorithm

1×	egg-herbie

Counts

4 → 2

Calls

Call 1

Inputs
(* (cbrt (/ g a)) (cbrt 1/2))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(* 2 a)
(* (cbrt (/ g a)) (* (cbrt -1) (cbrt -1/2)))

Outputs
(* (cbrt (/ g a)) (cbrt 1/2))
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(* -1 (* (cbrt (/ g a)) (cbrt -1/2)))
(*.f64 #s(literal 2 binary64) a)

rewrite0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated

Counts

2 → 2

Calls

Call 1

Inputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

Outputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(*.f64 #s(literal 2 binary64) a)

eval0.0ms (0%)

Memory: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 37 to 10 computations (73% saved)

prune2.0ms (0.2%)

Memory

3.1MiB live, 3.1MiB allocated

Pruning

2 alts after pruning (0 fresh and 2 done)

	Pruned	Kept	Total
New	3	0	3
Fresh	0	0	0
Picked	0	1	1
Done	0	1	1
Total	3	2	5

Accuracy

81.2%

Counts

5 → 2

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	81.2%	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
✓	3.6%	#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Compiler

Compiled 32 to 26 computations (18.8% saved)

regimes9.0ms (0.8%)

Memory

-22.5MiB live, 16.5MiB allocated

Counts

2 → 1

Calls

Call 1

Inputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Outputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))

Calls

5 calls:

2.0ms	(*.f64 #s(literal 2 binary64) a)
1.0ms	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
1.0ms	a
1.0ms	(/.f64 g (*.f64 #s(literal 2 binary64) a))
1.0ms	g

Results

Accuracy	Segments	Branch
81.2%	1	`g`
81.2%	1	`a`
81.2%	1	`(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))`
81.2%	1	`(/.f64 g (*.f64 #s(literal 2 binary64) a))`
81.2%	1	`(*.f64 #s(literal 2 binary64) a)`

Compiler

Compiled 16 to 19 computations (-18.8% saved)

regimes7.0ms (0.6%)

Memory

14.7MiB live, 14.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Outputs
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Calls

5 calls:

1.0ms	(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
1.0ms	(*.f64 #s(literal 2 binary64) a)
1.0ms	a
1.0ms	(/.f64 g (*.f64 #s(literal 2 binary64) a))
1.0ms	g

Results

Accuracy	Segments	Branch
3.6%	1	`g`
3.6%	1	`a`
3.6%	1	`(*.f64 #s(literal 2 binary64) a)`
3.6%	1	`(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))`
3.6%	1	`(/.f64 g (*.f64 #s(literal 2 binary64) a))`

Compiler

Compiled 16 to 19 computations (-18.8% saved)

simplify5.0ms (0.4%)

Memory

6.4MiB live, 6.4MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

Outputs
(cbrt.f64 (/.f64 g (*.f64 #s(literal 2 binary64) a)))
#s(approx (cbrt (/ g (* 2 a))) (*.f64 #s(literal 2 binary64) a))

soundness0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Stop Event

1×

done

Compiler

Compiled 16 to 11 computations (31.3% saved)

preprocess38.0ms (3.5%)

Memory: -8.8MiB live, 30.2MiB allocated
Compiler: Compiled 44 to 34 computations (22.7% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze11.0ms (1.1%)

sample859.0ms (79.6%)

explain65.0ms (6%)

preprocess4.0ms (0.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize17.0ms (1.6%)

series26.0ms (2.5%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify0.0ms (0%)

localize18.0ms (1.7%)

series14.0ms (1.3%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval0.0ms (0%)

prune2.0ms (0.2%)

regimes9.0ms (0.8%)

regimes7.0ms (0.6%)

simplify5.0ms (0.4%)

soundness0.0ms (0%)

preprocess38.0ms (3.5%)

end0.0ms (0%)

Profiling