Details

Time bar (total: 47.0s)

sample174.0ms

Algorithm
intervals
Results
124.0ms520×body80valid

simplify2.5s

Counts
1 → 1
Iterations
IterNodes
62452
51745
41125
3543
2196
166
028

prune28.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 3.9b

localize90.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (- (* c b) (* (* 27.0 j) k)) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
0.2b
(* (* 27.0 j) k)
3.5b
(* (* x 18.0) (* y z))
3.9b
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

rewrite315.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
13×add-log-exp
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt
*-un-lft-identity associate-*r* add-cube-cbrt
associate-*l/
flip3-- associate-*l* flip--
associate-+l+ frac-add
sum-log diff-log *-commutative
sub-neg associate--l+
+-commutative flip3-+ associate-+l- flip-+ unswap-sqr
Counts
4 → 82
Calls
4 calls:
132.0ms
(+ (- (- (* c b) (* (* 27.0 j) k)) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
25.0ms
(* (* 27.0 j) k)
39.0ms
(* (* x 18.0) (* y z))
115.0ms
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

series11.5s

Counts
4 → 12
Calls
4 calls:
11.3s
(+ (- (- (* c b) (* (* 27.0 j) k)) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
29.0ms
(* (* 27.0 j) k)
37.0ms
(* (* x 18.0) (* y z))
118.0ms
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

simplify976.0ms

Counts
94 → 94
Iterations
IterNodes
22715
1623
0209

prune1.9s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 1.6b

localize55.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 27.0 j) k)
0.3b
(* (* y z) 18.0)
3.5b
(* x (* (* y z) 18.0))
3.9b
(* (- (* x (* (* y z) 18.0)) (* a 4.0)) t)

rewrite253.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1 add-cbrt-cube add-exp-log
13×pow-prod-down prod-exp cbrt-unprod
11×add-sqr-sqrt
10×associate-*r*
*-un-lft-identity add-cube-cbrt
associate-*l*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 77
Calls
4 calls:
12.0ms
(* (* 27.0 j) k)
13.0ms
(* (* y z) 18.0)
64.0ms
(* x (* (* y z) 18.0))
163.0ms
(* (- (* x (* (* y z) 18.0)) (* a 4.0)) t)

series193.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(* (* 27.0 j) k)
20.0ms
(* (* y z) 18.0)
34.0ms
(* x (* (* y z) 18.0))
115.0ms
(* (- (* x (* (* y z) 18.0)) (* a 4.0)) t)

simplify4.0s

Counts
89 → 89
Iterations
IterNodes
35781
21399
1393
0149

prune1.7s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 1.6b

localize59.0ms

Local error

Found 4 expressions with local error:

0.2b
(* y (* z 18.0))
0.2b
(* (* 27.0 j) k)
3.5b
(* x (* y (* z 18.0)))
3.9b
(* (- (* x (* y (* z 18.0))) (* a 4.0)) t)

rewrite516.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1 add-cbrt-cube add-exp-log
13×pow-prod-down prod-exp cbrt-unprod
11×add-sqr-sqrt
10×associate-*l*
*-un-lft-identity add-cube-cbrt
associate-*r*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 77
Calls
4 calls:
11.0ms
(* y (* z 18.0))
12.0ms
(* (* 27.0 j) k)
40.0ms
(* x (* y (* z 18.0)))
451.0ms
(* (- (* x (* y (* z 18.0))) (* a 4.0)) t)

series185.0ms

Counts
4 → 12
Calls
4 calls:
20.0ms
(* y (* z 18.0))
22.0ms
(* (* 27.0 j) k)
35.0ms
(* x (* y (* z 18.0)))
107.0ms
(* (- (* x (* y (* z 18.0))) (* a 4.0)) t)

simplify2.1s

Counts
89 → 89
Iterations
IterNodes
35787
21314
1377
0147

prune1.7s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 1.6b

localize56.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (- (* c b) (* 27.0 (* j k))) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
0.3b
(* 27.0 (* j k))
3.5b
(* (* x 18.0) (* y z))
3.9b
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

rewrite275.0ms

Algorithm
rewrite-expression-head
Rules
23×pow1 add-cbrt-cube add-exp-log
13×add-log-exp
12×pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt
*-un-lft-identity associate-*l* add-cube-cbrt
associate-*l/
flip3-- associate-*r* flip--
associate-+l+ frac-add
sum-log diff-log *-commutative
sub-neg associate--l+
+-commutative flip3-+ associate-+l- flip-+ unswap-sqr
Counts
4 → 82
Calls
4 calls:
154.0ms
(+ (- (- (* c b) (* 27.0 (* j k))) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
12.0ms
(* 27.0 (* j k))
24.0ms
(* (* x 18.0) (* y z))
83.0ms
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

series10.4s

Counts
4 → 12
Calls
4 calls:
10.3s
(+ (- (- (* c b) (* 27.0 (* j k))) (* 4.0 (* x i))) (* (- (* (* x 18.0) (* y z)) (* a 4.0)) t))
26.0ms
(* 27.0 (* j k))
34.0ms
(* (* x 18.0) (* y z))
111.0ms
(* (- (* (* x 18.0) (* y z)) (* a 4.0)) t)

simplify618.0ms

Counts
94 → 94
Iterations
IterNodes
22641
1610
0206

prune1.4s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 1.6b

regimes1.3s

Accuracy

36.3% (1.9b remaining)

Error of 5.2b against oracle of 3.3b and baseline of 6.3b

bsearch386.0ms

Steps
ItersRangePoint
10
9.567420893965084e-101
2.8088593333065733e-88
1.95010356846324e-100
10
-8.404003850832203e-286
-4.5843098450401264e-297
-7.711355120201642e-286

simplify16.0ms

Iterations
IterNodes
467
367
264
154
037

end0.0ms

sample4.3s

Algorithm
intervals
Results
3.1s16164×body80valid