Details

Time bar (total: 14.5s)

sample69.0ms

Algorithm
intervals
Results
22.0ms96×body10240exit
16.0ms64×body1280valid
11.0ms63×body640valid
3.0ms32×body320valid
3.0ms86×body80valid
1.0ms12×body160valid

simplify4.0ms

Counts
1 → 1
Iterations
IterNodes
done8
28
17
05

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 42.8b

localize6.0ms

Local error

Found 2 expressions with local error:

0.5b
(/ (exp x) (- (exp x) 1.0))
3.8b
(- (exp x) 1.0)

rewrite43.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt *-un-lft-identity
19×add-cube-cbrt
15×times-frac
prod-diff
associate-/r* distribute-lft-out-- difference-of-squares
add-cbrt-cube add-log-exp
fma-neg add-exp-log associate-/l*
expm1-log1p-u pow1 flip3-- associate-/r/ log1p-expm1-u flip--
cbrt-undiv clear-num sub-neg frac-2neg diff-log div-exp div-inv
Counts
2 → 67
Calls
2 calls:
28.0ms
(/ (exp x) (- (exp x) 1.0))
11.0ms
(- (exp x) 1.0)

series80.0ms

Counts
2 → 6
Calls
2 calls:
52.0ms
(/ (exp x) (- (exp x) 1.0))
28.0ms
(- (exp x) 1.0)

simplify625.0ms

Counts
73 → 73
Iterations
IterNodes
done5000
2897
1253
0117

prune310.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (exp x) (fma (pow x 3) 1/6 (fma (* x x) 1/2 x)))
0.0b
(fma (* x x) 1/2 x)
10.3b
(fma (pow x 3) 1/6 (fma (* x x) 1/2 x))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube
add-exp-log
expm1-log1p-u pow1 associate-/r* log1p-expm1-u associate-/l* add-log-exp
fma-udef
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
3 → 49
Calls
3 calls:
11.0ms
(/ (exp x) (fma (pow x 3) 1/6 (fma (* x x) 1/2 x)))
0.0ms
(fma (* x x) 1/2 x)
1.0ms
(fma (pow x 3) 1/6 (fma (* x x) 1/2 x))

series214.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(/ (exp x) (fma (pow x 3) 1/6 (fma (* x x) 1/2 x)))
99.0ms
(fma (* x x) 1/2 x)
39.0ms
(fma (pow x 3) 1/6 (fma (* x x) 1/2 x))

simplify2.5s

Counts
58 → 58
Iterations
IterNodes
done5000
34162
2683
1187
097

prune337.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- 1 (/ 1.0 (exp x))))
0.0b
(/ 1.0 (exp x))
3.8b
(- 1 (/ 1.0 (exp x)))

rewrite83.0ms

Algorithm
rewrite-expression-head
Rules
99×add-sqr-sqrt
79×*-un-lft-identity
70×times-frac
59×add-cube-cbrt
39×prod-diff
20×difference-of-squares
11×associate-/r*
add-exp-log
add-cbrt-cube
associate-/l*
div-inv distribute-lft-out-- add-log-exp
pow1
expm1-log1p-u fma-neg div-exp log1p-expm1-u
cbrt-undiv clear-num frac-2neg flip3-- associate-/r/ flip--
rec-exp sub-neg diff-log 1-exp pow-flip inv-pow
Counts
3 → 145
Calls
3 calls:
35.0ms
(/ 1 (- 1 (/ 1.0 (exp x))))
6.0ms
(/ 1.0 (exp x))
32.0ms
(- 1 (/ 1.0 (exp x)))

series147.0ms

Counts
3 → 9
Calls
3 calls:
76.0ms
(/ 1 (- 1 (/ 1.0 (exp x))))
16.0ms
(/ 1.0 (exp x))
55.0ms
(- 1 (/ 1.0 (exp x)))

simplify2.1s

Counts
154 → 154
Iterations
IterNodes
done5001
22401
1609
0257

prune378.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(pow (exp x) 3)
0.4b
(/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x))))
0.5b
(/ (exp x) (/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x)))))
3.7b
(- (pow (exp x) 3) (pow 1.0 3))

rewrite355.0ms

Algorithm
rewrite-expression-head
Rules
717×add-sqr-sqrt
612×times-frac
479×*-un-lft-identity
309×add-cube-cbrt
282×unpow-prod-down cube-prod
272×difference-of-squares
162×sqr-pow
144×prod-diff
85×distribute-lft-out--
82×associate-/r*
28×associate-/l*
26×cube-mult unpow3
17×difference-cubes
12×add-cbrt-cube fma-neg
add-exp-log
div-inv add-log-exp
pow1
expm1-log1p-u cbrt-undiv pow-pow div-exp log1p-expm1-u
pow-unpow exp-prod
clear-num frac-2neg flip3-- flip-- associate-/l/
pow-to-exp sub-neg diff-log div-sub pow-exp associate-/r/ rem-cube-cbrt
Counts
4 → 676
Calls
4 calls:
7.0ms
(pow (exp x) 3)
123.0ms
(/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x))))
102.0ms
(/ (exp x) (/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x)))))
58.0ms
(- (pow (exp x) 3) (pow 1.0 3))

series369.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(pow (exp x) 3)
125.0ms
(/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x))))
158.0ms
(/ (exp x) (/ (- (pow (exp x) 3) (pow 1.0 3)) (fma 1.0 (+ 1.0 (exp x)) (exp (+ x x)))))
60.0ms
(- (pow (exp x) 3) (pow 1.0 3))

simplify1.4s

Counts
688 → 688
Iterations
IterNodes
done5000
11899
0691

prune2.5s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

regimes114.0ms

Accuracy

94% (0.7b remaining)

Error of 0.7b against oracle of 0.1b and baseline of 11.5b

bsearch1.0ms

simplify3.0ms

Iterations
IterNodes
done33
133
030

end0.0ms

sample2.9s

Algorithm
intervals
Results
1.2s2519×body10240exit
825.0ms2308×body1280valid
324.0ms1612×body640valid
109.0ms2859×body80valid
108.0ms827×body320valid
32.0ms396×body160valid