Details

Time bar (total: 18.4s)

sample50.0ms

Algorithm
intervals
Results
34.0ms267×body80valid

simplify18.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
18.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 22.7b

localize53.0ms

Local error

Found 2 expressions with local error:

22.7b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
0.7b
(+ (* a c) (* b d))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log add-log-exp
associate-/r* flip3-+ flip-+ associate-/l*
pow1 associate-/r/ insert-posit16 associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
2 → 44
Calls
2 calls:
Slowest
49.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
7.0ms
(+ (* a c) (* b d))

series150.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
106.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
44.0ms
(+ (* a c) (* b d))

simplify2.3s

Counts
36 → 50
Calls
36 calls:
Slowest
762.0ms
(+ (* (* c c) (* c c)) (- (* (* d d) (* d d)) (* (* c c) (* d d))))
360.0ms
(- (* (* a c) (* a c)) (* (* b d) (* b d)))
258.0ms
(/ (* (* (+ (* a c) (* b d)) (+ (* a c) (* b d))) (+ (* a c) (* b d))) (* (* (+ (* c c) (* d d)) (+ (* c c) (* d d))) (+ (* c c) (* d d))))
256.0ms
(+ (pow (* a c) 3) (pow (* b d) 3))
164.0ms
(* (exp (* a c)) (exp (* b d)))

prune637.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 22.3b

localize45.0ms

Local error

Found 4 expressions with local error:

29.2b
(sqrt (+ (* c c) (* d d)))
29.2b
(sqrt (+ (* c c) (* d d)))
14.2b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
0.7b
(+ (* a c) (* b d))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
pow1 associate-/r* add-cbrt-cube sqrt-div add-exp-log add-log-exp
flip3-+ flip-+
insert-posit16
associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
4 → 88
Calls
4 calls:
Slowest
35.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
14.0ms
(+ (* a c) (* b d))
6.0ms
(sqrt (+ (* c c) (* d d)))
6.0ms
(sqrt (+ (* c c) (* d d)))

series330.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
164.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
57.0ms
(+ (* a c) (* b d))
55.0ms
(sqrt (+ (* c c) (* d d)))
54.0ms
(sqrt (+ (* c c) (* d d)))

simplify3.5s

Counts
77 → 100
Calls
77 calls:
Slowest
354.0ms
(- (* (* a c) (* a c)) (* (* b d) (* b d)))
315.0ms
(sqrt (+ (pow (* c c) 3) (pow (* d d) 3)))
311.0ms
(sqrt (+ (* (* c c) (* c c)) (- (* (* d d) (* d d)) (* (* c c) (* d d)))))
287.0ms
(sqrt (+ (pow (* c c) 3) (pow (* d d) 3)))
257.0ms
(sqrt (- (* (* c c) (* c c)) (* (* d d) (* d d))))

prune1.3s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 18.8b

localize54.0ms

Local error

Found 4 expressions with local error:

29.2b
(sqrt (+ (* c c) (* d d)))
29.2b
(sqrt (+ (* c c) (* d d)))
14.2b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
0.7b
(+ (* a c) (* b d))

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
pow1 associate-/r* add-cbrt-cube sqrt-div add-exp-log add-log-exp
flip3-+ flip-+
insert-posit16
associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
4 → 88
Calls
4 calls:
Slowest
45.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
19.0ms
(+ (* a c) (* b d))
6.0ms
(sqrt (+ (* c c) (* d d)))
6.0ms
(sqrt (+ (* c c) (* d d)))

series357.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
175.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
63.0ms
(+ (* a c) (* b d))
63.0ms
(sqrt (+ (* c c) (* d d)))
56.0ms
(sqrt (+ (* c c) (* d d)))

simplify3.6s

Counts
77 → 100
Calls
77 calls:
Slowest
363.0ms
(- (* (* a c) (* a c)) (* (* b d) (* b d)))
358.0ms
(sqrt (+ (pow (* c c) 3) (pow (* d d) 3)))
340.0ms
(sqrt (+ (pow (* c c) 3) (pow (* d d) 3)))
323.0ms
(sqrt (+ (* (* c c) (* c c)) (- (* (* d d) (* d d)) (* (* c c) (* d d)))))
245.0ms
(+ (pow (* a c) 3) (pow (* b d) 3))

prune1.4s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 18.8b

localize38.0ms

Local error

Found 2 expressions with local error:

22.7b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
0.7b
(+ (* a c) (* b d))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log add-log-exp
associate-/r* flip3-+ flip-+ associate-/l*
pow1 associate-/r/ insert-posit16 associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
2 → 44
Calls
2 calls:
Slowest
26.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
7.0ms
(+ (* a c) (* b d))

series174.0ms

Counts
2 → 6
Calls
2 calls:
Slowest
113.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))
60.0ms
(+ (* a c) (* b d))

simplify1.8s

Counts
36 → 50
Calls
36 calls:
Slowest
360.0ms
(- (* (* a c) (* a c)) (* (* b d) (* b d)))
353.0ms
(+ (* (* c c) (* c c)) (- (* (* d d) (* d d)) (* (* c c) (* d d))))
232.0ms
(/ (* (* (+ (* a c) (* b d)) (+ (* a c) (* b d))) (+ (* a c) (* b d))) (* (* (+ (* c c) (* d d)) (+ (* c c) (* d d))) (+ (* c c) (* d d))))
198.0ms
(+ (pow (* a c) 3) (pow (* b d) 3))
166.0ms
(* (exp (* a c)) (exp (* b d)))

prune521.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 18.8b

regimes419.0ms

Accuracy

23.5% (2.2b remaining)

Error of 25.0b against oracle of 22.8b and baseline of 25.7b

bsearch7.0ms

end0.0ms

sample1.4s

Algorithm
intervals
Results
1.1s8464×body80valid