Details

Time bar (total: 15.1s)

sample74.0ms

Algorithm
intervals
Results
27.0ms369×body80valid

simplify207.0ms

Counts
1 → 1
Iterations
IterNodes
done251
6251
5248
4206
3140
267
126
013

prune20.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
3.9b
(* (* a z) b)

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
sum-log
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt fma-def *-un-lft-identity add-cube-cbrt
expm1-log1p-u associate-*r* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
+-commutative associate-+l+ flip3-+ flip-+
associate-*l* *-commutative
Counts
3 → 57
Calls
3 calls:
34.0ms
(+ (+ x (* y z)) (* t a))
97.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
19.0ms
(* (* a z) b)

series235.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(+ (+ x (* y z)) (* t a))
123.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
42.0ms
(* (* a z) b)

simplify1.6s

Counts
66 → 66
Iterations
IterNodes
done5001
21756
1304
0105

prune448.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt b)
0.6b
(cbrt b)
1.5b
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
2.6b
(* (* a z) (* (cbrt b) (cbrt b)))

rewrite204.0ms

Algorithm
rewrite-expression-head
Rules
34×pow1 add-exp-log
21×add-cbrt-cube pow-prod-down prod-exp cbrt-unprod
cbrt-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r*
expm1-log1p-u log1p-expm1-u add-log-exp
pow1/3 associate-*l* *-commutative
Counts
4 → 82
Calls
4 calls:
1.0ms
(cbrt b)
1.0ms
(cbrt b)
141.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
56.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

series772.0ms

Counts
4 → 12
Calls
4 calls:
276.0ms
(cbrt b)
255.0ms
(cbrt b)
67.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
173.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

simplify1.4s

Counts
94 → 94
Iterations
IterNodes
done5001
21723
1283
0102

prune568.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize87.0ms

Local error

Found 4 expressions with local error:

2.6b
(* (* a z) (* (cbrt b) (cbrt b)))
13.9b
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
13.9b
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
13.9b
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
16×pow1 add-exp-log
12×add-cbrt-cube
pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt expm1-log1p-u *-un-lft-identity add-cube-cbrt log1p-expm1-u add-log-exp
cbrt-prod pow1/3
associate-*r* associate-*l* *-commutative
Counts
4 → 57
Calls
4 calls:
31.0ms
(* (* a z) (* (cbrt b) (cbrt b)))
22.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
21.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
21.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

series917.0ms

Counts
4 → 12
Calls
4 calls:
142.0ms
(* (* a z) (* (cbrt b) (cbrt b)))
267.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
248.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
259.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

simplify1.3s

Counts
69 → 69
Iterations
IterNodes
done5000
2809
1227
090

prune770.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize94.0ms

Local error

Found 4 expressions with local error:

2.6b
(* (* a z) (* (cbrt b) (cbrt b)))
12.0b
(cbrt (* a z))
13.9b
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
13.9b
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
16×pow1 add-exp-log
12×add-cbrt-cube
pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt expm1-log1p-u *-un-lft-identity add-cube-cbrt log1p-expm1-u add-log-exp
cbrt-prod pow1/3
associate-*r* associate-*l* *-commutative
Counts
4 → 57
Calls
4 calls:
27.0ms
(* (* a z) (* (cbrt b) (cbrt b)))
4.0ms
(cbrt (* a z))
30.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
36.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

series692.0ms

Counts
4 → 12
Calls
4 calls:
167.0ms
(* (* a z) (* (cbrt b) (cbrt b)))
102.0ms
(cbrt (* a z))
219.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))
205.0ms
(cbrt (* (* a z) (* (cbrt b) (cbrt b))))

simplify1.4s

Counts
69 → 69
Iterations
IterNodes
done5000
2848
1253
0103

prune612.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes791.0ms

Accuracy

61.7% (0.7b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 2.0b

bsearch219.0ms

Steps
ItersRangePoint
10
2.257206341322858e+84
7.86973597900608e+94
3.8847958802201756e+84
10
-6.605515448132914e+157
-1.1821904179442674e+142
-1.0293329140970352e+146

simplify7.0ms

Iterations
IterNodes
done32
132
022

end0.0ms

sample2.4s

Algorithm
intervals
Results
807.0ms11867×body80valid