Details

Time bar (total: 14.6s)

sample106.0ms

Algorithm
intervals
Results
39.0ms353×body80nan
25.0ms306×body80valid

simplify3.2s

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

prune19.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 2 expressions with local error:

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

rewrite17.0ms

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:
15.0ms
(+ (log z) (- 1.0 z))
0.0ms
(fma y (+ (log z) (- 1.0 z)) (* x 0.5))

series331.0ms

Counts
2 → 6
Calls
2 calls:
256.0ms
(+ (log z) (- 1.0 z))
75.0ms
(fma y (+ (log z) (- 1.0 z)) (* x 0.5))

simplify817.0ms

Counts
53 → 53
Iterations
IterNodes
done5000
2932
1273
0110

prune332.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 3 expressions with local error:

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

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
36×*-un-lft-identity
16×add-sqr-sqrt
15×prod-diff
14×add-cube-cbrt
12×distribute-lft-out
10×pow1
add-log-exp
log-pow
fma-neg
fma-def
expm1-log1p-u associate-+l+ log-prod add-cbrt-cube add-exp-log log1p-expm1-u distribute-lft-out--
sum-log diff-log
+-commutative sub-neg flip3-+ flip3-- associate--l+ flip-+ fma-udef flip-- difference-of-squares
Counts
3 → 72
Calls
3 calls:
69.0ms
(- (+ (log z) 1.0) z)
10.0ms
(+ (log z) 1.0)
1.0ms
(fma y (- (+ (log z) 1.0) z) (* x 0.5))

series433.0ms

Counts
3 → 9
Calls
3 calls:
189.0ms
(- (+ (log z) 1.0) z)
168.0ms
(+ (log z) 1.0)
76.0ms
(fma y (- (+ (log z) 1.0) z) (* x 0.5))

simplify950.0ms

Counts
81 → 81
Iterations
IterNodes
done5001
21062
1304
0124

prune433.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma y (- (cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))) z) (* x 0.5))
0.3b
(* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))
0.5b
(cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0)))
0.5b
(* (+ (log z) 1.0) (+ (log z) 1.0))

rewrite248.0ms

Algorithm
rewrite-expression-head
Rules
60×frac-times flip3-+ flip-+
40×*-un-lft-identity
39×pow1
30×associate-*l/
26×cbrt-div
18×associate-*r/ distribute-lft-out
12×add-sqr-sqrt
11×add-cbrt-cube swap-sqr add-exp-log
10×associate-*r*
log-pow add-cube-cbrt
pow-plus pow-prod-up
associate-*l*
expm1-log1p-u pow-prod-down prod-exp cbrt-unprod log1p-expm1-u add-log-exp
pow2 pow-sqr
distribute-rgt-in distribute-lft-in pow3 *-commutative unswap-sqr
cbrt-prod pow1/3 rem-cbrt-cube fma-udef
Counts
4 → 157
Calls
4 calls:
0.0ms
(fma y (- (cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))) z) (* x 0.5))
114.0ms
(* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))
53.0ms
(cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0)))
68.0ms
(* (+ (log z) 1.0) (+ (log z) 1.0))

series701.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(fma y (- (cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))) z) (* x 0.5))
250.0ms
(* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0))
170.0ms
(cbrt (* (* (+ (log z) 1.0) (+ (log z) 1.0)) (+ (log z) 1.0)))
218.0ms
(* (+ (log z) 1.0) (+ (log z) 1.0))

simplify922.0ms

Counts
169 → 169
Iterations
IterNodes
done5001
1692
0210

prune857.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ 1.0 (log z))
0.0b
(- (* y (+ 1.0 (log z))) (* z y))
0.3b
(* y (+ 1.0 (log z)))

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
add-sqr-sqrt
pow1 add-cube-cbrt
add-log-exp
add-cbrt-cube associate-*r* add-exp-log
distribute-lft-out
expm1-log1p-u associate-+r+ log-prod fma-def associate-*l* log1p-expm1-u
distribute-rgt-in distribute-lft-in flip3-+ associate--l+ associate-*r/ log-pow flip-+
+-commutative sum-log sub-neg flip3-- fma-neg diff-log prod-diff pow-prod-down prod-exp *-commutative cbrt-unprod flip-- unswap-sqr
Counts
3 → 65
Calls
3 calls:
5.0ms
(+ 1.0 (log z))
12.0ms
(- (* y (+ 1.0 (log z))) (* z y))
23.0ms
(* y (+ 1.0 (log z)))

series415.0ms

Counts
3 → 9
Calls
3 calls:
203.0ms
(+ 1.0 (log z))
132.0ms
(- (* y (+ 1.0 (log z))) (* z y))
80.0ms
(* y (+ 1.0 (log z)))

simplify1.9s

Counts
74 → 74
Iterations
IterNodes
done5001
21536
1335
0119

prune441.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

regimes212.0ms

Accuracy

0% (0.0b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done14
114
011

end0.0ms

sample2.1s

Algorithm
intervals
Results
743.0ms9260×body80valid
717.0ms9190×body80nan