Details

Time bar (total: 35.4s)

sample104.0ms

Algorithm
intervals
Results
51.0ms478×body80valid

simplify14.0s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01819
13219
27719
322819
470719
5149519
6199219
7225119
8266819
9314119
10334619
11340719
done340719

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 7.6b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x y) (* z t))
0.0b
(+ a (* b c))
0.1b
(* (+ a (* b c)) c)
9.7b
(* (* (+ a (* b c)) c) i)

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt
add-log-exp
add-cube-cbrt *-un-lft-identity
associate-*r* associate-*l/
flip3-+ associate-*l* pow-prod-down prod-exp cbrt-unprod flip-+
+-commutative sum-log *-commutative
unswap-sqr
Counts
4 → 62
Calls
4 calls:
13.0ms
(+ (* x y) (* z t))
10.0ms
(+ a (* b c))
33.0ms
(* (+ a (* b c)) c)
35.0ms
(* (* (+ a (* b c)) c) i)

series279.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(+ (* x y) (* z t))
39.0ms
(+ a (* b c))
75.0ms
(* (+ a (* b c)) c)
108.0ms
(* (* (+ a (* b c)) c) i)

simplify2.9s

Counts
74 → 74
Iterations

Useful iterations: 3 (1.5s)

IterNodesCost
0115798
1316780
21142670
33962662
done5001662

prune298.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.6b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x y) (* z t))
0.0b
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
0.0b
(+ a (* b c))
4.3b
(* (+ a (* b c)) (* c i))

rewrite128.0ms

Algorithm
rewrite-expression-head
Rules
13×add-log-exp
pow1 add-exp-log add-cbrt-cube
flip3-+ flip-+
associate-*l/
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
frac-sub
associate-*l* pow-prod-down prod-exp sum-log cbrt-unprod
+-commutative diff-log
sub-neg flip3-- associate-*r* associate--l+ *-commutative flip--
Counts
4 → 60
Calls
4 calls:
14.0ms
(+ (* x y) (* z t))
68.0ms
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
6.0ms
(+ a (* b c))
36.0ms
(* (+ a (* b c)) (* c i))

series1.0s

Counts
4 → 12
Calls
4 calls:
45.0ms
(+ (* x y) (* z t))
847.0ms
(- (+ (* x y) (* z t)) (* (+ a (* b c)) (* c i)))
41.0ms
(+ a (* b c))
85.0ms
(* (+ a (* b c)) (* c i))

simplify898.0ms

Counts
72 → 72
Iterations

Useful iterations: done (887.0ms)

IterNodesCost
01301315
14041225
216551145
done50001129

prune316.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.6b

localize42.0ms

Local error

Found 4 expressions with local error:

2.0b
(cbrt (+ a (* b c)))
2.0b
(cbrt (+ a (* b c)))
2.0b
(cbrt (+ a (* b c)))
4.3b
(* (* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (cbrt (+ a (* b c)))) (* c i))

rewrite277.0ms

Algorithm
rewrite-expression-head
Rules
60×cbrt-div
40×associate-*l/
30×flip3-+ flip-+
28×frac-times
25×pow1 add-exp-log
17×add-cbrt-cube
15×pow-prod-down prod-exp cbrt-unprod
cbrt-prod
associate-*r/
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
pow1/3
associate-*r* associate-*l* *-commutative
Counts
4 → 93
Calls
4 calls:
3.0ms
(cbrt (+ a (* b c)))
3.0ms
(cbrt (+ a (* b c)))
3.0ms
(cbrt (+ a (* b c)))
261.0ms
(* (* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (cbrt (+ a (* b c)))) (* c i))

series535.0ms

Counts
4 → 12
Calls
4 calls:
160.0ms
(cbrt (+ a (* b c)))
136.0ms
(cbrt (+ a (* b c)))
151.0ms
(cbrt (+ a (* b c)))
89.0ms
(* (* (* (cbrt (+ a (* b c))) (cbrt (+ a (* b c)))) (cbrt (+ a (* b c)))) (* c i))

simplify4.4s

Counts
105 → 105
Iterations

Useful iterations: done (4.4s)

IterNodesCost
01822490
15122427
216411840
348941685
done50001679

prune611.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.6b

localize63.0ms

Local error

Found 4 expressions with local error:

2.0b
(* (cbrt (+ a (* b c))) (* c i))
2.0b
(cbrt (+ a (* b c)))
2.0b
(cbrt (+ a (* b c)))
2.0b
(cbrt (+ a (* b c)))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
12×cbrt-prod
pow1 add-exp-log add-sqr-sqrt add-cube-cbrt *-un-lft-identity
cbrt-div
add-cbrt-cube
associate-*l*
flip3-+ flip-+ add-log-exp
pow1/3 pow-prod-down prod-exp cbrt-unprod
associate-*l/
associate-*r* *-commutative
Counts
4 → 62
Calls
4 calls:
43.0ms
(* (cbrt (+ a (* b c))) (* c i))
6.0ms
(cbrt (+ a (* b c)))
6.0ms
(cbrt (+ a (* b c)))
7.0ms
(cbrt (+ a (* b c)))

series1.1s

Counts
4 → 12
Calls
4 calls:
532.0ms
(* (cbrt (+ a (* b c))) (* c i))
205.0ms
(cbrt (+ a (* b c)))
202.0ms
(cbrt (+ a (* b c)))
165.0ms
(cbrt (+ a (* b c)))

simplify2.8s

Counts
74 → 74
Iterations

Useful iterations: done (2.8s)

IterNodesCost
0110978
1284947
2783867
32129823
done5000777

prune467.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 0.6b

regimes1.1s

Accuracy

60.2% (0.5b remaining)

Error of 1.3b against oracle of 0.8b and baseline of 2.1b

bsearch3.0ms

simplify42.0ms

Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
038116
156116
260116
367116
471116
576116
done76116

end0.0ms

sample3.8s

Algorithm
intervals
Results
1.6s15356×body80valid