Details

Time bar (total: 12.9s)

sample79.0ms

Algorithm
intervals
Results
53.0ms275×body80valid

simplify1.0s

Counts
1 → 1
Iterations
IterNodes
done2001
101582
9731
8425
7258
6185
5149
4115
375
243
124
014

prune19.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 20.9b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (* z (- b y)))
0.0b
(* z (- b y))
0.7b
(+ (* x y) (* z (- t a)))
20.9b
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
55×add-sqr-sqrt
54×prod-diff
53×*-un-lft-identity
51×add-cube-cbrt
44×associate-+r+
33×distribute-rgt-in distribute-lft-in
times-frac
add-cbrt-cube add-exp-log add-log-exp
pow1 sub-neg
associate-*r*
expm1-log1p-u fma-def flip3-+ flip-+ insert-posit16 log1p-expm1-u
associate-/r* associate-*l* associate-/l*
+-commutative sum-log associate-*r/ associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg flip3-- div-exp pow-prod-down prod-exp *-commutative cbrt-unprod div-inv flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 157
Calls
4 calls:
7.0ms
(+ y (* z (- b y)))
18.0ms
(* z (- b y))
19.0ms
(+ (* x y) (* z (- t a)))
29.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

series645.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(+ y (* z (- b y)))
57.0ms
(* z (- b y))
86.0ms
(+ (* x y) (* z (- t a)))
462.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

simplify786.0ms

Counts
169 → 169
Iterations
IterNodes
done2000
21657
1653
0281

prune1.0s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 20.5b

localize26.0ms

Local error

Found 2 expressions with local error:

0.0b
(fma z (- t a) (* x y))
20.9b
(/ (fma z (- t a) (* x y)) (fma z (- b y) y))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp fma-udef div-inv
Counts
2 → 41
Calls
2 calls:
0.0ms
(fma z (- t a) (* x y))
6.0ms
(/ (fma z (- t a) (* x y)) (fma z (- b y) y))

series457.0ms

Counts
2 → 6
Calls
2 calls:
65.0ms
(fma z (- t a) (* x y))
391.0ms
(/ (fma z (- t a) (* x y)) (fma z (- b y) y))

simplify1.0s

Counts
47 → 47
Iterations
IterNodes
done2010
31018
2284
1120
071

prune414.0ms

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 16.0b

localize37.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma z (- t a) (* x y))
0.5b
(/ 1 (fma z (- b y) y))
20.8b
(* (fma z (- t a) (* x y)) (/ 1 (fma z (- b y) y)))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
20×*-un-lft-identity times-frac
19×add-cube-cbrt
16×add-exp-log
13×associate-*r*
10×add-cbrt-cube
pow1
div-exp prod-exp
expm1-log1p-u associate-/r* associate-*l* insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 84
Calls
3 calls:
0.0ms
(fma z (- t a) (* x y))
4.0ms
(/ 1 (fma z (- b y) y))
17.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma z (- b y) y)))

series527.0ms

Counts
3 → 9
Calls
3 calls:
72.0ms
(fma z (- t a) (* x y))
82.0ms
(/ 1 (fma z (- b y) y))
373.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma z (- b y) y)))

simplify676.0ms

Counts
93 → 93
Iterations
IterNodes
done2000
2595
1225
0109

prune577.0ms

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 16.0b

localize50.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt z)
0.6b
(cbrt z)
0.7b
(+ (* x y) (* z (- t a)))
20.9b
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt z) (cbrt z)) (* (cbrt z) (- b y)))))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
22×associate-+r+
18×prod-diff
11×distribute-rgt-in distribute-lft-in
times-frac
cbrt-prod add-cbrt-cube add-exp-log add-log-exp
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u
associate-/r* flip3-+ flip-+ associate-/l*
sub-neg pow1/3 associate-/r/ associate-/l/
cbrt-undiv +-commutative clear-num sum-log fma-def frac-2neg div-exp div-inv
Counts
4 → 99
Calls
4 calls:
1.0ms
(cbrt z)
1.0ms
(cbrt z)
18.0ms
(+ (* x y) (* z (- t a)))
44.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt z) (cbrt z)) (* (cbrt z) (- b y)))))

series1.2s

Counts
4 → 12
Calls
4 calls:
270.0ms
(cbrt z)
278.0ms
(cbrt z)
75.0ms
(+ (* x y) (* z (- t a)))
555.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt z) (cbrt z)) (* (cbrt z) (- b y)))))

simplify655.0ms

Counts
111 → 111
Iterations
IterNodes
done2000
21272
1430
0182

prune673.0ms

Pruning

16 alts after pruning (13 fresh and 3 done)

Merged error: 16.0b

regimes1.2s

Accuracy

-11.6% (4.8b remaining)

Error of 23.6b against oracle of 18.7b and baseline of 23.1b

bsearch163.0ms

Steps
ItersRangePoint
10
1.213217432574003e+252
5.168756954155322e+264
6.28393270841488e+258
11
5.514109538783242e+162
6.641943257748035e+184
1.273171169071947e+184

simplify5.0ms

Iterations
IterNodes
done31
131
024

end0.0ms

sample1.5s

Algorithm
intervals
Results
1.1s8428×body80valid