Details

Time bar (total: 49.1s)

sample63.0ms

Algorithm
intervals
Results
25.0ms256×body80valid
19.0ms256×pre80true

simplify328.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
328.0ms
(* (+ a (+ b (+ c d))) 2)

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.7b

localize12.0ms

Local error

Found 2 expressions with local error:

2.8b
(+ a (+ b (+ c d)))
0.4b
(+ b (+ c d))

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
16×add-log-exp
9×sum-log distribute-lft-out
6×fma-def
4×add-sqr-sqrt add-cube-cbrt
2×expm1-log1p-u pow1 +-commutative associate-+r+ flip3-+ add-cbrt-cube add-exp-log flip-+ insert-posit16 log1p-expm1-u
Counts
2 → 44
Calls
2 calls:
Slowest
49.0ms
(+ a (+ b (+ c d)))
23.0ms
(+ b (+ c d))

series65.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
48.0ms
(+ a (+ b (+ c d)))
17.0ms
(+ b (+ c d))

simplify1.0s

Counts
21 → 50
Calls
21 calls:
Slowest
210.0ms
(* (exp a) (* (exp b) (exp (+ c d))))
184.0ms
(* (exp a) (* (exp b) (* (exp c) (exp d))))
183.0ms
(* (exp a) (exp (+ b (+ c d))))
69.0ms
(+ a (+ b (+ c d)))
58.0ms
(+ a (+ b (+ c d)))

prune469.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 2.1b

localize21.0ms

Local error

Found 1 expressions with local error:

2.8b
(+ a (+ (+ b c) d))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
10×add-log-exp
6×sum-log distribute-lft-out
3×fma-def
2×add-sqr-sqrt add-cube-cbrt
1×expm1-log1p-u pow1 +-commutative associate-+r+ flip3-+ add-cbrt-cube add-exp-log flip-+ insert-posit16 log1p-expm1-u
Counts
1 → 23
Calls
1 calls:
Slowest
62.0ms
(+ a (+ (+ b c) d))

series34.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
34.0ms
(+ a (+ (+ b c) d))

simplify803.0ms

Counts
11 → 26
Calls
11 calls:
Slowest
192.0ms
(* (exp a) (* (* (exp b) (exp c)) (exp d)))
186.0ms
(* (exp a) (* (exp (+ b c)) (exp d)))
170.0ms
(* (exp a) (exp (+ (+ b c) d)))
74.0ms
(+ a (+ (+ b c) d))
60.0ms
(+ a (+ (+ b c) d))

prune293.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 1.5b

localize42.0ms

Local error

Found 4 expressions with local error:

2.8b
(+ a (+ (+ b c) d))
2.8b
(+ a (+ (+ b c) d))
2.8b
(+ a (+ (+ b c) d))
0.6b
(cbrt (* (* (+ a (+ (+ b c) d)) (+ a (+ (+ b c) d))) (+ a (+ (+ b c) d))))

rewrite661.0ms

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
31×add-log-exp
30×flip3-+ flip-+
28×frac-times
26×cbrt-div
18×sum-log distribute-lft-out
14×associate-*l/
9×fma-def
8×associate-*r/
7×add-sqr-sqrt add-cube-cbrt
4×expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
3×+-commutative associate-+r+
1×cbrt-prod pow1/3 pow3 rem-cbrt-cube
Counts
4 → 108
Calls
4 calls:
Slowest
446.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ a (+ (+ b c) d))) (+ a (+ (+ b c) d))))
86.0ms
(+ a (+ (+ b c) d))
68.0ms
(+ a (+ (+ b c) d))
57.0ms
(+ a (+ (+ b c) d))

series211.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
66.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ a (+ (+ b c) d))) (+ a (+ (+ b c) d))))
53.0ms
(+ a (+ (+ b c) d))
47.0ms
(+ a (+ (+ b c) d))
45.0ms
(+ a (+ (+ b c) d))

simplify17.7s

Counts
63 → 120
Calls
63 calls:
Slowest
1.0s
(cbrt (* (* (- (* a a) (* (+ (+ b c) d) (+ (+ b c) d))) (+ (pow a 3) (pow (+ (+ b c) d) 3))) (+ a (+ (+ b c) d))))
843.0ms
(cbrt (* (* (- (* a a) (* (+ (+ b c) d) (+ (+ b c) d))) (+ a (+ (+ b c) d))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
820.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (pow a 3) (pow (+ (+ b c) d) 3))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
816.0ms
(cbrt (* (* (- (* a a) (* (+ (+ b c) d) (+ (+ b c) d))) (+ (pow a 3) (pow (+ (+ b c) d) 3))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
732.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (pow a 3) (pow (+ (+ b c) d) 3))) (+ a (+ (+ b c) d))))

prune1.6s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 0.9b

localize55.0ms

Local error

Found 4 expressions with local error:

2.8b
(+ a (+ (+ b c) d))
2.8b
(+ a (+ (+ b c) d))
2.8b
(+ (+ a (+ b c)) d)
0.6b
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (+ a (+ b c)) d)) (+ a (+ (+ b c) d))))

rewrite628.0ms

Algorithm
rewrite-expression-head
Rules
39×*-un-lft-identity
31×add-log-exp
30×flip3-+ flip-+
28×frac-times
26×cbrt-div
21×distribute-lft-out
18×sum-log
14×associate-*l/
11×fma-def
8×associate-*r/
7×add-sqr-sqrt add-cube-cbrt
4×expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
3×+-commutative
2×associate-+r+
1×cbrt-prod associate-+l+ pow1/3
Counts
4 → 109
Calls
4 calls:
Slowest
420.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (+ a (+ b c)) d)) (+ a (+ (+ b c) d))))
96.0ms
(+ (+ a (+ b c)) d)
56.0ms
(+ a (+ (+ b c) d))
52.0ms
(+ a (+ (+ b c) d))

series277.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
148.0ms
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (+ a (+ b c)) d)) (+ a (+ (+ b c) d))))
55.0ms
(+ a (+ (+ b c) d))
41.0ms
(+ a (+ (+ b c) d))
33.0ms
(+ (+ a (+ b c)) d)

simplify20.2s

Counts
63 → 121
Calls
63 calls:
Slowest
1.4s
(cbrt (* (* (+ (pow a 3) (pow (+ (+ b c) d) 3)) (+ (pow (+ a (+ b c)) 3) (pow d 3))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
1.2s
(cbrt (* (* (+ a (+ (+ b c) d)) (+ (pow (+ a (+ b c)) 3) (pow d 3))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
1.0s
(cbrt (* (* (- (* a a) (* (+ (+ b c) d) (+ (+ b c) d))) (+ (pow (+ a (+ b c)) 3) (pow d 3))) (+ (pow a 3) (pow (+ (+ b c) d) 3))))
879.0ms
(cbrt (* (* (- (* a a) (* (+ (+ b c) d) (+ (+ b c) d))) (+ (pow (+ a (+ b c)) 3) (pow d 3))) (+ a (+ (+ b c) d))))
812.0ms
(cbrt (* (* (+ (pow a 3) (pow (+ (+ b c) d) 3)) (+ (pow (+ a (+ b c)) 3) (pow d 3))) (+ a (+ (+ b c) d))))

prune1.4s

Pruning

30 alts after pruning (30 fresh and 0 done)

Merged error: 0.6b

regimes1.3s

Accuracy

0% (1.9b remaining)

Error of 2.7b against oracle of 0.8b and baseline of 2.7b

bsearch4.0ms

end0.0ms

sample1.8s

Algorithm
intervals
Results
564.0ms8000×pre80true
495.0ms8000×body80valid