Details

Time bar (total: 40.8s)

sample952.0ms

Algorithm
intervals
Results
500.0ms64×body2560valid
178.0ms77×body1280valid
68.0ms61×body640valid
57.0ms33×body320valid
4.0ms15×body80valid
4.0msbody160valid

simplify94.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
93.0ms
(/ (- x (sin x)) (- x (tan x)))

prune17.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.9b

localize28.0ms

Local error

Found 3 expressions with local error:

0.5b
(- x (sin x))
0.4b
(- x (tan x))
0.0b
(/ (- x (sin x)) (- x (tan x)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
57×add-sqr-sqrt *-un-lft-identity
29×add-cube-cbrt
25×times-frac
18×prod-diff
14×distribute-lft-out-- difference-of-squares
add-log-exp
fma-neg
associate-/r* add-cbrt-cube add-exp-log associate-/l*
flip3-- flip--
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u
sub-neg diff-log associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp div-inv
Counts
3 → 113
Calls
3 calls:
Slowest
31.0ms
(/ (- x (sin x)) (- x (tan x)))
8.0ms
(- x (sin x))
5.0ms
(- x (tan x))

series562.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
237.0ms
(- x (tan x))
225.0ms
(/ (- x (sin x)) (- x (tan x)))
100.0ms
(- x (sin x))

simplify6.2s

Counts
122 → 122
Calls
122 calls:
Slowest
474.0ms
(- (+ 1 (+ (/ (pow (sin x) 2) (* (pow (cos x) 2) (pow x 2))) (/ (sin x) (* (cos x) x)))) (+ (/ (sin x) x) (/ (pow (sin x) 2) (* (cos x) (pow x 2)))))
401.0ms
(fma (* (cbrt x) (cbrt x)) (cbrt x) (- (* (cbrt (sin x)) (* (cbrt (sin x)) (cbrt (sin x))))))
396.0ms
(- (+ 1 (+ (/ (pow (sin x) 2) (* (pow (cos x) 2) (pow x 2))) (/ (sin x) (* (cos x) x)))) (+ (/ (sin x) x) (/ (pow (sin x) 2) (* (cos x) (pow x 2)))))
363.0ms
(/ (* (* (- x (sin x)) (- x (sin x))) (- x (sin x))) (* (* (- x (tan x)) (- x (tan x))) (- x (tan x))))
284.0ms
(- (+ (* 1/3 (pow x 3)) (+ (* 2/15 (pow x 5)) (* 17/315 (pow x 7)))))

prune999.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 3 expressions with local error:

15.1b
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
0.1b
(* (* x x) (* x x))
0.0b
(fma -27/2800 (* (* x x) (* x x)) -1/2)

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
114×pow1
36×pow-prod-up
23×pow-prod-down
22×pow-sqr
18×pow-plus
15×add-cbrt-cube add-exp-log
13×pow2
prod-exp cbrt-unprod
add-sqr-sqrt expm1-log1p-u *-un-lft-identity add-cube-cbrt insert-posit16 log1p-expm1-u add-log-exp
fma-udef
swap-sqr associate-*r* associate-*l* *-commutative unswap-sqr
Counts
3 → 88
Calls
3 calls:
Slowest
22.0ms
(* (* x x) (* x x))
0.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
0.0ms
(fma -27/2800 (* (* x x) (* x x)) -1/2)

series213.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
97.0ms
(fma -27/2800 (* (* x x) (* x x)) -1/2)
68.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
48.0ms
(* (* x x) (* x x))

simplify3.0s

Counts
76 → 97
Calls
76 calls:
Slowest
838.0ms
(* (* (* (* x x) x) (* (* x x) x)) (* (* (* x x) (* x x)) (* x x)))
349.0ms
(* (* (* (* x x) (* x x)) (* x x)) (* (* (* x x) (* x x)) (* x x)))
332.0ms
(* (* (* (* x x) (* x x)) (* x x)) (* (* (* x x) x) (* (* x x) x)))
265.0ms
(* (* (* (* x x) x) (* (* x x) x)) (* (* (* x x) x) (* (* x x) x)))
152.0ms
(- (* 9/40 (pow x 2)) (+ (* 27/2800 (pow x 4)) 1/2))

prune757.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize30.0ms

Local error

Found 4 expressions with local error:

15.1b
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
0.1b
(* (* x x) (* x x))
0.0b
(log1p (expm1 (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))))
0.0b
(fma -27/2800 (* (* x x) (* x x)) -1/2)

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
115×pow1
36×pow-prod-up
23×pow-prod-down
22×pow-sqr
18×pow-plus
16×add-cbrt-cube add-exp-log
13×pow2
prod-exp cbrt-unprod
add-sqr-sqrt expm1-log1p-u *-un-lft-identity add-cube-cbrt insert-posit16 log1p-expm1-u add-log-exp
fma-udef
log1p-udef swap-sqr associate-*r* associate-*l* log1p-expm1 *-commutative unswap-sqr
Counts
4 → 100
Calls
4 calls:
Slowest
26.0ms
(* (* x x) (* x x))
0.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
0.0ms
(log1p (expm1 (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))))
0.0ms
(fma -27/2800 (* (* x x) (* x x)) -1/2)

series419.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
179.0ms
(log1p (expm1 (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))))
139.0ms
(fma -27/2800 (* (* x x) (* x x)) -1/2)
57.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))
44.0ms
(* (* x x) (* x x))

simplify2.7s

Counts
80 → 112
Calls
80 calls:
Slowest
369.0ms
(* (* (* (* x x) (* x x)) (* x x)) (* (* (* x x) (* x x)) (* x x)))
315.0ms
(* (* (* (* x x) x) (* (* x x) x)) (* (* (* x x) (* x x)) (* x x)))
310.0ms
(* (* (* (* x x) (* x x)) (* x x)) (* (* (* x x) x) (* (* x x) x)))
293.0ms
(* (* (* (* x x) x) (* (* x x) x)) (* (* (* x x) x) (* (* x x) x)))
150.0ms
(- (* 9/40 (pow x 2)) (+ (* 27/2800 (pow x 4)) 1/2))

prune994.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize48.0ms

Local error

Found 4 expressions with local error:

16.1b
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
16.1b
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
16.1b
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
15.1b
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
cbrt-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u add-log-exp
pow1/3
fma-udef
Counts
4 → 53
Calls
4 calls:
Slowest
1.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
1.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
1.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
0.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))

series580.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
183.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
170.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
156.0ms
(cbrt (fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2)))
70.0ms
(fma (* x x) 9/40 (fma -27/2800 (* (* x x) (* x x)) -1/2))

simplify4.7s

Counts
21 → 65
Calls
21 calls:
Slowest
435.0ms
(- (pow -1/2 1/3) (+ (* 3/20 (* (pow x 2) (pow -1/2 1/3))) (* 9/560 (* (pow x 4) (pow -1/2 1/3)))))
418.0ms
(- (pow -1/2 1/3) (+ (* 3/20 (* (pow x 2) (pow -1/2 1/3))) (* 9/560 (* (pow x 4) (pow -1/2 1/3)))))
396.0ms
(- (pow -1/2 1/3) (+ (* 3/20 (* (pow x 2) (pow -1/2 1/3))) (* 9/560 (* (pow x 4) (pow -1/2 1/3)))))
338.0ms
(- (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ -1 x)))))) (+ (* 70/9 (/ (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ -1 x)))))) (pow x 2))) (* 3500/81 (/ (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ -1 x)))))) (pow x 4)))))
321.0ms
(- (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ 1 x)))))) (+ (* 70/9 (/ (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ 1 x)))))) (pow x 2))) (* 3500/81 (/ (exp (* 1/3 (- (log -27/2800) (* 4 (log (/ 1 x)))))) (pow x 4)))))

prune589.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes112.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.0b against oracle of 0.0b and baseline of 31.9b

bsearch134.0ms

end0.0ms

sample17.4s

Algorithm
intervals
Results
7.1s1539×body2560valid
5.8s2740×body1280valid
2.8s1931×body640valid
785.0ms946×body320valid
565.0ms375×body80valid
230.0ms469×body160valid