Details

Time bar (total: 2.5m)

sample3.1s

Algorithm
intervals
Results
2.4s132×body10240exit
196.0ms38×body640nan
173.0ms44×body1280nan
152.0ms258×body80valid
27.0ms16×body320nan
12.0ms10×body160nan
5.0msbody80nan

simplify2.5s

Counts
1 → 1
Iterations
IterNodes
33423
2613
1154
060

prune94.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 1.7b

localize171.0ms

Local error

Found 4 expressions with local error:

6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)

rewrite185.0ms

Algorithm
rewrite-expression-head
Rules
28×*-un-lft-identity
24×add-log-exp
20×add-sqr-sqrt
12×diff-log distribute-lft-out--
sub-neg associate--l+ difference-of-squares
associate--l- pow1 flip3-- add-cbrt-cube difference-of-sqr-1 add-exp-log add-cube-cbrt insert-posit16 flip--
Counts
4 → 88
Calls
4 calls:
50.0ms
(- (- 1 z) 1)
50.0ms
(- (- 1 z) 1)
50.0ms
(- (- 1 z) 1)
32.0ms
(- (- 1 z) 1)

series77.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(- (- 1 z) 1)
14.0ms
(- (- 1 z) 1)
18.0ms
(- (- 1 z) 1)
21.0ms
(- (- 1 z) 1)

simplify9.7s

Counts
100 → 100
Iterations
IterNodes
53777
41042
3457
2208
178
041

prune4.3s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 1.7b

localize243.0ms

Local error

Found 4 expressions with local error:

6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
7.7b
(posit16->real (real->posit16 (- (- 1 z) 1)))

rewrite121.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
19×add-log-exp
16×add-sqr-sqrt
diff-log distribute-lft-out--
sub-neg associate--l+ difference-of-squares
pow1 add-cbrt-cube add-exp-log add-cube-cbrt insert-posit16
associate--l- flip3-- difference-of-sqr-1 flip--
remove-posit16
Counts
4 → 75
Calls
4 calls:
40.0ms
(- (- 1 z) 1)
29.0ms
(- (- 1 z) 1)
50.0ms
(- (- 1 z) 1)
1.0ms
(posit16->real (real->posit16 (- (- 1 z) 1)))

series63.0ms

Counts
4 → 12
Calls
4 calls:
14.0ms
(- (- 1 z) 1)
21.0ms
(- (- 1 z) 1)
15.0ms
(- (- 1 z) 1)
14.0ms
(posit16->real (real->posit16 (- (- 1 z) 1)))

simplify6.6s

Counts
87 → 87
Iterations
IterNodes
53775
41119
3455
2210
189
050

prune5.4s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 1.7b

localize265.0ms

Local error

Found 4 expressions with local error:

6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
6.3b
(- (- 1 z) 1)
7.7b
(posit16->real (real->posit16 (- (- 1 z) 1)))

rewrite116.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
19×add-log-exp
16×add-sqr-sqrt
diff-log distribute-lft-out--
sub-neg associate--l+ difference-of-squares
pow1 add-cbrt-cube add-exp-log add-cube-cbrt insert-posit16
associate--l- flip3-- difference-of-sqr-1 flip--
remove-posit16
Counts
4 → 75
Calls
4 calls:
41.0ms
(- (- 1 z) 1)
33.0ms
(- (- 1 z) 1)
41.0ms
(- (- 1 z) 1)
1.0ms
(posit16->real (real->posit16 (- (- 1 z) 1)))

series64.0ms

Counts
4 → 12
Calls
4 calls:
17.0ms
(- (- 1 z) 1)
21.0ms
(- (- 1 z) 1)
13.0ms
(- (- 1 z) 1)
13.0ms
(posit16->real (real->posit16 (- (- 1 z) 1)))

simplify6.8s

Counts
87 → 87
Iterations
IterNodes
53775
41119
3455
2210
189
050

prune5.1s

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 1.7b

localize205.0ms

Local error

Found 4 expressions with local error:

1.0b
(/ (pow (+ 0.5 (- 7 z)) (- (- 1 z) (- 1 0.5))) (exp (+ 0.5 (- 7 z))))
1.0b
(+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099)
1.0b
(sqrt (* 2 PI))
1.5b
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ -1259.1392167224028 (- 2 z))) (+ (+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099) (/ 676.5203681218851 (- 1 z))))

rewrite1.4s

Algorithm
rewrite-expression-head
Rules
77×*-un-lft-identity
56×times-frac
29×add-sqr-sqrt add-cube-cbrt
27×add-log-exp
26×distribute-lft-out
25×unpow-prod-up unpow-prod-down
22×frac-add
16×sum-log
15×exp-sum
14×associate-/l*
12×flip3-+ flip-+
10×sub-neg associate--l+
pow1
add-cbrt-cube add-exp-log
distribute-lft-out-- associate--r- sqr-pow
associate-/r* insert-posit16
div-exp
+-commutative sqrt-pow1
pow-to-exp cbrt-undiv associate-+l+ associate-+r+ clear-num associate-+r- frac-2neg pow1/2 exp-diff pow-prod-down pow-exp associate-/r/ sqrt-prod div-inv pow-sub associate-/l/
Counts
4 → 153
Calls
4 calls:
148.0ms
(/ (pow (+ 0.5 (- 7 z)) (- (- 1 z) (- 1 0.5))) (exp (+ 0.5 (- 7 z))))
61.0ms
(+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099)
3.0ms
(sqrt (* 2 PI))
1.2s
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ -1259.1392167224028 (- 2 z))) (+ (+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099) (/ 676.5203681218851 (- 1 z))))

series372.0ms

Counts
4 → 10
Calls
4 calls:
241.0ms
(/ (pow (+ 0.5 (- 7 z)) (- (- 1 z) (- 1 0.5))) (exp (+ 0.5 (- 7 z))))
30.0ms
(+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099)
0.0ms
(sqrt (* 2 PI))
101.0ms
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ -1259.1392167224028 (- 2 z))) (+ (+ (/ 771.3234287776531 (+ 2 (- 1 z))) 0.9999999999998099) (/ 676.5203681218851 (- 1 z))))

simplify2.8s

Counts
163 → 163
Iterations
IterNodes
24518
11107
0419

prune6.3s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.1b

regimes177.0ms

Accuracy

0% (0.5b remaining)

Error of 0.6b against oracle of 0.1b and baseline of 0.6b

bsearch0.0ms

simplify19.0ms

Iterations
IterNodes
277
177
060

end0.0ms

sample1.6m

Algorithm
intervals
Results
1.2m3844×body10240exit
6.2s8093×body80valid
5.9s1463×body1280nan
5.9s1247×body640nan
2.3s654×body320nan
403.0ms301×body160nan
202.0ms272×body80nan