Details

Time bar (total: 20.2s)

sample242.0ms

Algorithm
intervals
Results
92.0ms194×body10240exit
18.0ms433×body80nan
13.0ms240×body80valid
2.0ms23×body160valid

simplify994.0ms

Counts
1 → 1
Iterations
IterNodes
done5001
6767
5185
476
341
228
119
010

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.2b

localize44.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0)))
0.3b
(/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0))
4.3b
(- (exp (* 2.0 x)) 1.0)
4.3b
(- (exp x) 1.0)

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
92×add-sqr-sqrt
89×*-un-lft-identity
51×times-frac
41×add-cube-cbrt
31×sqrt-prod
24×distribute-lft-out-- difference-of-squares
18×prod-diff
add-log-exp
add-cbrt-cube fma-neg add-exp-log
pow1 associate-/r* flip3-- flip-- associate-/l*
expm1-log1p-u associate-/r/ log1p-expm1-u
rem-sqrt-square sub-neg diff-log div-inv associate-/l/
cbrt-undiv clear-num frac-2neg sqrt-pow1 pow1/2 sqrt-div div-sub div-exp
Counts
4 → 155
Calls
4 calls:
44.0ms
(sqrt (/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0)))
40.0ms
(/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0))
22.0ms
(- (exp (* 2.0 x)) 1.0)
21.0ms
(- (exp x) 1.0)

series296.0ms

Counts
4 → 12
Calls
4 calls:
119.0ms
(sqrt (/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0)))
79.0ms
(/ (- (exp (* 2.0 x)) 1.0) (- (exp x) 1.0))
54.0ms
(- (exp (* 2.0 x)) 1.0)
44.0ms
(- (exp x) 1.0)

simplify1.5s

Counts
167 → 167
Iterations
IterNodes
done5000
21528
1502
0232

prune816.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.2b

localize37.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0))
0.3b
(/ (- (exp (* 2.0 x)) 1.0) (/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0)))
4.3b
(fma (- 1.0) 1.0 (exp (+ x x)))
4.3b
(- (exp (* 2.0 x)) 1.0)

rewrite118.0ms

Algorithm
rewrite-expression-head
Rules
174×times-frac
171×*-un-lft-identity
127×add-sqr-sqrt
87×add-cube-cbrt
22×associate-/r* distribute-lft-out
20×distribute-lft-out-- difference-of-squares
15×associate-/r/
11×add-cbrt-cube add-exp-log
prod-diff
div-inv associate-/l*
flip3-+ flip-+
add-log-exp
expm1-log1p-u pow1 cbrt-undiv div-exp log1p-expm1-u
fma-neg
clear-num frac-2neg flip3-- flip-- associate-/l/
sub-neg diff-log div-sub fma-udef
Counts
4 → 206
Calls
4 calls:
17.0ms
(/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0))
74.0ms
(/ (- (exp (* 2.0 x)) 1.0) (/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0)))
0.0ms
(fma (- 1.0) 1.0 (exp (+ x x)))
17.0ms
(- (exp (* 2.0 x)) 1.0)

series361.0ms

Counts
4 → 12
Calls
4 calls:
92.0ms
(/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0))
169.0ms
(/ (- (exp (* 2.0 x)) 1.0) (/ (fma (- 1.0) 1.0 (exp (+ x x))) (+ (exp x) 1.0)))
63.0ms
(fma (- 1.0) 1.0 (exp (+ x x)))
37.0ms
(- (exp (* 2.0 x)) 1.0)

simplify1.7s

Counts
218 → 218
Iterations
IterNodes
done5000
24247
1887
0304

prune1.2s

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.2b

localize77.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (- (exp (* 2.0 x)) 1.0) (* (/ (fma 1.0 (- 1.0) (exp (* 2 x))) (+ (pow (exp x) 3) (pow 1.0 3))) (+ (* (exp x) (exp x)) (- (* 1.0 1.0) (* (exp x) 1.0)))))
4.3b
(fma 1.0 (- 1.0) (exp (* 2 x)))
4.3b
(- (exp (* 2.0 x)) 1.0)
4.3b
(- (* 1.0 1.0) (* (exp x) 1.0))

rewrite138.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt *-un-lft-identity
13×add-cbrt-cube add-exp-log add-cube-cbrt
10×prod-diff
add-log-exp
times-frac associate-/r/ associate-/l*
expm1-log1p-u pow1 cbrt-undiv fma-neg div-exp log1p-expm1-u
flip3-- flip-- distribute-lft-out-- difference-of-squares
frac-times sub-neg flip3-+ diff-log prod-exp associate-*r/ cbrt-unprod flip-+ associate-/l/
clear-num associate-/r* frac-2neg distribute-rgt-out-- div-sub associate-*l/ fma-udef div-inv
Counts
4 → 92
Calls
4 calls:
99.0ms
(/ (- (exp (* 2.0 x)) 1.0) (* (/ (fma 1.0 (- 1.0) (exp (* 2 x))) (+ (pow (exp x) 3) (pow 1.0 3))) (+ (* (exp x) (exp x)) (- (* 1.0 1.0) (* (exp x) 1.0)))))
0.0ms
(fma 1.0 (- 1.0) (exp (* 2 x)))
23.0ms
(- (exp (* 2.0 x)) 1.0)
14.0ms
(- (* 1.0 1.0) (* (exp x) 1.0))

series523.0ms

Counts
4 → 12
Calls
4 calls:
392.0ms
(/ (- (exp (* 2.0 x)) 1.0) (* (/ (fma 1.0 (- 1.0) (exp (* 2 x))) (+ (pow (exp x) 3) (pow 1.0 3))) (+ (* (exp x) (exp x)) (- (* 1.0 1.0) (* (exp x) 1.0)))))
64.0ms
(fma 1.0 (- 1.0) (exp (* 2 x)))
33.0ms
(- (exp (* 2.0 x)) 1.0)
34.0ms
(- (* 1.0 1.0) (* (exp x) 1.0))

simplify1.7s

Counts
104 → 104
Iterations
IterNodes
done5000
23612
1658
0210

prune799.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.2b

localize24.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma 0.5 (/ x (sqrt 2.0)) (sqrt 2.0))
0.2b
(* (/ (* x x) (sqrt 2.0)) (- 0.25 (/ 0.125 2.0)))
0.3b
(/ (* x x) (sqrt 2.0))
0.5b
(/ x (sqrt 2.0))

rewrite137.0ms

Algorithm
rewrite-expression-head
Rules
106×add-sqr-sqrt
97×*-un-lft-identity
95×add-cube-cbrt
87×times-frac
78×prod-diff
41×distribute-rgt-in distribute-lft-in
22×sqrt-prod
20×add-cbrt-cube add-exp-log
12×associate-/r*
10×associate-*l*
div-inv
pow1 associate-*r*
cbrt-undiv div-exp prod-exp cbrt-unprod
expm1-log1p-u log1p-expm1-u associate-/l* add-log-exp
unswap-sqr
frac-times clear-num sub-neg frac-2neg flip3-- associate-*r/ flip-- difference-of-squares
pow-prod-down associate-*l/ *-commutative fma-udef distribute-lft-out--
Counts
4 → 203
Calls
4 calls:
0.0ms
(fma 0.5 (/ x (sqrt 2.0)) (sqrt 2.0))
96.0ms
(* (/ (* x x) (sqrt 2.0)) (- 0.25 (/ 0.125 2.0)))
21.0ms
(/ (* x x) (sqrt 2.0))
10.0ms
(/ x (sqrt 2.0))

series455.0ms

Counts
4 → 12
Calls
4 calls:
176.0ms
(fma 0.5 (/ x (sqrt 2.0)) (sqrt 2.0))
115.0ms
(* (/ (* x x) (sqrt 2.0)) (- 0.25 (/ 0.125 2.0)))
77.0ms
(/ (* x x) (sqrt 2.0))
87.0ms
(/ x (sqrt 2.0))

simplify666.0ms

Counts
215 → 215
Iterations
IterNodes
done5000
11181
0394

prune766.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.2b

regimes67.0ms

Accuracy

75.6% (0.7b remaining)

Error of 0.8b against oracle of 0.1b and baseline of 2.9b

bsearch38.0ms

Steps
ItersRangePoint
5
-6.8406817238881764e-12
-3.323511487531625e-12
-6.780812387076979e-12

simplify5.0ms

Iterations
IterNodes
done36
136
032

end0.0ms

sample7.3s

Algorithm
intervals
Results
4.8s6720×body10240exit
945.0ms12340×body80nan
802.0ms7398×body80valid
117.0ms753×body160valid