Details

Time bar (total: 33.2s)

sample293.0ms

Algorithm
intervals
Results
167.0ms1799×body80nan
25.0ms258×body80valid

simplify2.5s

Counts
1 → 1
Iterations

Useful iterations: 2 (15.0ms)

IterNodesCost
015456
127456
261431
3157431
4471431
51804431
done5000431

prune25.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize46.0ms

Local error

Found 2 expressions with local error:

0.2b
(fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t))
0.6b
(+ (log (+ x y)) (log z))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
pow1 log-prod
add-sqr-sqrt log-pow add-cube-cbrt distribute-lft-out
associate-+l+ fma-def
associate-+r+
expm1-log1p-u log-div flip3-+ add-cbrt-cube add-exp-log associate-+l- flip-+ log1p-expm1-u add-log-exp
+-commutative sum-log fma-udef
Counts
2 → 40
Calls
2 calls:
0.0ms
(fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t))
20.0ms
(+ (log (+ x y)) (log z))

series270.0ms

Counts
2 → 6
Calls
2 calls:
154.0ms
(fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t))
116.0ms
(+ (log (+ x y)) (log z))

simplify2.9s

Counts
46 → 46
Iterations

Useful iterations: done (2.9s)

IterNodesCost
011515071
126614493
283213992
3469613908
done500013898

prune494.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.1b

localize62.0ms

Local error

Found 4 expressions with local error:

0.4b
(+ (fma 2 (log (cbrt z)) (log (+ y x))) (log (cbrt z)))
0.5b
(fma 2 (log (cbrt z)) (log (+ y x)))
0.6b
(cbrt z)
0.6b
(cbrt z)

rewrite17.0ms

Algorithm
rewrite-expression-head
Rules
12×*-un-lft-identity
cbrt-prod add-sqr-sqrt add-cube-cbrt
associate-+r+ log-prod
pow1 add-log-exp
expm1-log1p-u add-cbrt-cube add-exp-log log1p-expm1-u
fma-def
pow1/3 fma-udef distribute-lft-out
+-commutative associate-+l+ sum-log flip3-+ log-pow flip-+
Counts
4 → 61
Calls
4 calls:
12.0ms
(+ (fma 2 (log (cbrt z)) (log (+ y x))) (log (cbrt z)))
0.0ms
(fma 2 (log (cbrt z)) (log (+ y x)))
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series1.0s

Counts
4 → 12
Calls
4 calls:
279.0ms
(+ (fma 2 (log (cbrt z)) (log (+ y x))) (log (cbrt z)))
198.0ms
(fma 2 (log (cbrt z)) (log (+ y x)))
262.0ms
(cbrt z)
282.0ms
(cbrt z)

simplify1.2s

Counts
73 → 73
Iterations

Useful iterations: done (1.2s)

IterNodesCost
09923591
121320110
272519510
done500117537

prune878.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.1b

localize125.0ms

Local error

Found 4 expressions with local error:

0.5b
(fma 2 (* 1/3 (log z)) (log (+ y x)))
0.5b
(* (* 1/3 (log z)) (* 1/3 (log z)))
0.6b
(* (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))))
0.6b
(fma (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))) (* (* 1/3 (log z)) (- (* 1/3 (log z)) (fma 2 (* 1/3 (log z)) (log (+ y x))))))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
50×pow1
18×add-cbrt-cube pow-prod-down add-exp-log
14×add-sqr-sqrt
13×distribute-rgt-in distribute-lft-in
12×log-prod *-un-lft-identity add-cube-cbrt
prod-exp cbrt-unprod
pow-sqr pow-prod-up
expm1-log1p-u swap-sqr associate-*r* associate-*l* fma-udef log1p-expm1-u add-log-exp
pow-plus
pow2 *-commutative
unswap-sqr
Counts
4 → 97
Calls
4 calls:
0.0ms
(fma 2 (* 1/3 (log z)) (log (+ y x)))
48.0ms
(* (* 1/3 (log z)) (* 1/3 (log z)))
10.0ms
(* (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))))
1.0ms
(fma (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))) (* (* 1/3 (log z)) (- (* 1/3 (log z)) (fma 2 (* 1/3 (log z)) (log (+ y x))))))

series1.2s

Counts
4 → 12
Calls
4 calls:
150.0ms
(fma 2 (* 1/3 (log z)) (log (+ y x)))
288.0ms
(* (* 1/3 (log z)) (* 1/3 (log z)))
242.0ms
(* (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))))
526.0ms
(fma (fma 2 (* 1/3 (log z)) (log (+ y x))) (fma 2 (* 1/3 (log z)) (log (+ y x))) (* (* 1/3 (log z)) (- (* 1/3 (log z)) (fma 2 (* 1/3 (log z)) (log (+ y x))))))

simplify1.7s

Counts
109 → 109
Iterations

Useful iterations: done (1.6s)

IterNodesCost
018239043
149633429
2234530846
done500030466

prune1.1s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.1b

localize58.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t)))
0.6b
(+ (log (+ x y)) (log z))
0.6b
(+ (log (+ x y)) (log z))
0.6b
(+ (log (+ x y)) (log z))

rewrite48.0ms

Algorithm
rewrite-expression-head
Rules
32×*-un-lft-identity
21×log-prod
19×pow1
15×log-pow distribute-lft-out
14×add-sqr-sqrt add-cube-cbrt
12×associate-+l+ fma-def
associate-+r+
log-div flip3-+ associate-+l- flip-+
expm1-log1p-u add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
cbrt-prod +-commutative sum-log
pow1/3
Counts
4 → 103
Calls
4 calls:
1.0ms
(cbrt (fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t)))
10.0ms
(+ (log (+ x y)) (log z))
10.0ms
(+ (log (+ x y)) (log z))
25.0ms
(+ (log (+ x y)) (log z))

series1.3s

Counts
4 → 12
Calls
4 calls:
984.0ms
(cbrt (fma (log t) (- a 0.5) (- (+ (log (+ x y)) (log z)) t)))
114.0ms
(+ (log (+ x y)) (log z))
104.0ms
(+ (log (+ x y)) (log z))
126.0ms
(+ (log (+ x y)) (log z))

simplify3.7s

Counts
115 → 115
Iterations

Useful iterations: done (3.7s)

IterNodesCost
022242274
160538069
2238536761
done500136430

prune1.2s

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.1b

regimes1.5s

Accuracy

0% (0.1b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 0.2b

bsearch0.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
017567
119567
done19567

end0.0ms

sample11.4s

Algorithm
intervals
Results
7.6s55994×body80nan
896.0ms8040×body80valid