Details

Time bar (total: 16.3s)

sample55.0ms

Algorithm
intervals
Results
16.0ms282×body80valid
13.0ms279×body80nan

simplify3.4s

Counts
1 → 1
Iterations
IterNodes
done5000
74526
62495
51087
4364
3123
257
126
011

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize28.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (log z) (- 1.0 z))
0.1b
(fma y (+ (log z) (- 1.0 z)) (* x 0.5))

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
11×associate-+r+
10×add-sqr-sqrt add-cube-cbrt
prod-diff
pow1 add-log-exp
fma-def distribute-lft-out
associate-+l+ log-prod log-pow
expm1-log1p-u sum-log add-cbrt-cube add-exp-log log1p-expm1-u distribute-lft-out--
+-commutative associate-+r- sub-neg flip3-+ diff-log flip-+ fma-udef
Counts
2 → 47
Calls
2 calls:
30.0ms
(+ (log z) (- 1.0 z))
1.0ms
(fma y (+ (log z) (- 1.0 z)) (* x 0.5))

series320.0ms

Counts
2 → 6
Calls
2 calls:
251.0ms
(+ (log z) (- 1.0 z))
69.0ms
(fma y (+ (log z) (- 1.0 z)) (* x 0.5))

simplify632.0ms

Counts
53 → 53
Iterations
IterNodes
done5000
2932
1273
0110

prune271.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (sqrt z))
0.0b
(log (sqrt z))
0.0b
(+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z)))))
0.1b
(fma y (+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z))))) (* x 0.5))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
49×*-un-lft-identity
26×add-sqr-sqrt
21×associate-+r+
20×add-cube-cbrt
19×pow1
18×log-prod prod-diff log-pow
16×distribute-lft-out--
sqrt-prod add-log-exp
distribute-lft-out
associate-+l+ fma-def add-exp-log
expm1-log1p-u add-cbrt-cube log1p-expm1-u
sum-log sqrt-pow1 pow1/2 diff-log difference-of-squares
rem-log-exp
+-commutative associate-+r- sub-neg flip3-+ flip-+ fma-udef associate--r-
Counts
4 → 105
Calls
4 calls:
3.0ms
(log (sqrt z))
3.0ms
(log (sqrt z))
95.0ms
(+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z)))))
0.0ms
(fma y (+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z))))) (* x 0.5))

series465.0ms

Counts
4 → 12
Calls
4 calls:
104.0ms
(log (sqrt z))
91.0ms
(log (sqrt z))
91.0ms
(+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z)))))
178.0ms
(fma y (+ (log (sqrt z)) (- 1.0 (- z (log (sqrt z))))) (* x 0.5))

simplify844.0ms

Counts
117 → 117
Iterations
IterNodes
done5000
21573
1397
0163

prune762.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.6b
(* (cbrt z) (cbrt z))
0.7b
(cbrt z)
0.7b
(cbrt z)
0.7b
(cbrt z)

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
11×pow1
pow1/3
swap-sqr associate-*r* associate-*l* add-exp-log
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 81
Calls
4 calls:
16.0ms
(* (cbrt z) (cbrt z))
1.0ms
(cbrt z)
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series1.1s

Counts
4 → 12
Calls
4 calls:
285.0ms
(* (cbrt z) (cbrt z))
246.0ms
(cbrt z)
288.0ms
(cbrt z)
276.0ms
(cbrt z)

simplify1.0s

Counts
93 → 93
Iterations
IterNodes
done5001
2725
1142
065

prune571.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma y (+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z))) (* x 0.5))
0.2b
(+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z)))
0.7b
(cbrt z)
5.9b
(pow z 2/3)

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
18×distribute-lft-out
13×unpow-prod-down
11×add-sqr-sqrt associate-+l+ log-prod add-cube-cbrt
10×log-pow
pow1
add-log-exp
sum-log add-exp-log
expm1-log1p-u fma-def add-cbrt-cube log1p-expm1-u distribute-lft-out--
cbrt-prod pow-unpow sqr-pow
associate-+r-
pow-to-exp +-commutative associate-+r+ pow-pow flip3-+ pow1/3 diff-log pow-exp flip-+ fma-udef
Counts
4 → 84
Calls
4 calls:
0.0ms
(fma y (+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z))) (* x 0.5))
57.0ms
(+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z)))
1.0ms
(cbrt z)
2.0ms
(pow z 2/3)

series1.7s

Counts
4 → 12
Calls
4 calls:
197.0ms
(fma y (+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z))) (* x 0.5))
682.0ms
(+ (log (pow (pow z 2/3) 1)) (+ (log (cbrt z)) (- 1.0 z)))
581.0ms
(cbrt z)
272.0ms
(pow z 2/3)

simplify1.5s

Counts
96 → 96
Iterations
IterNodes
done5000
22558
1527
0182

prune658.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

regimes506.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done14
114
012

end0.0ms

sample2.0s

Algorithm
intervals
Results
802.0ms9218×body80valid
634.0ms9093×body80nan