Details

Time bar (total: 5.1s)

sample55.0ms

Algorithm
intervals
Results
34.0ms646×body80valid

simplify78.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (7.0ms)

IterNodesCost
05314
117313
253212
3168112
4427812
5500112
done500112

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (pow (+ (* a a) (* b b)) 2.0) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
0.1b
(* (* a a) (- 1.0 a))
0.3b
(pow (+ (* a a) (* b b)) 2.0)
0.5b
(* (* b b) (+ 3.0 a))

rewrite146.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt *-un-lft-identity
22×add-cube-cbrt
18×prod-diff
15×pow1 add-exp-log
14×add-cbrt-cube
13×distribute-rgt-in distribute-lft-in
associate-*r*
fma-def
unpow-prod-down pow-prod-down prod-exp cbrt-unprod add-log-exp
expm1-log1p-u associate-*r/ log1p-expm1-u
pow-unpow
sub-neg associate-+r+ flip3-+ associate-*l* *-commutative flip-+ unswap-sqr sqr-pow
+-commutative pow-to-exp flip3-- pow-pow pow-exp sum-log flip-- distribute-lft-out distribute-lft-out-- difference-of-squares
Counts
4 → 114
Calls
4 calls:
65.0ms
(+ (pow (+ (* a a) (* b b)) 2.0) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
35.0ms
(* (* a a) (- 1.0 a))
10.0ms
(pow (+ (* a a) (* b b)) 2.0)
33.0ms
(* (* b b) (+ 3.0 a))

series304.0ms

Counts
4 → 12
Calls
4 calls:
112.0ms
(+ (pow (+ (* a a) (* b b)) 2.0) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
51.0ms
(* (* a a) (- 1.0 a))
104.0ms
(pow (+ (* a a) (* b b)) 2.0)
36.0ms
(* (* b b) (+ 3.0 a))

simplify87.0ms

Counts
126 → 126
Iterations

Useful iterations: 2 (77.0ms)

IterNodesCost
0646990
13454779
25001776
done5001776

prune339.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a))))) 1.0)
0.1b
(* (* a a) (- 1.0 a))
0.2b
(fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
0.5b
(* (* b b) (+ 3.0 a))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt *-un-lft-identity
27×prod-diff
25×add-cube-cbrt
14×pow1 add-exp-log add-cbrt-cube
12×distribute-rgt-in distribute-lft-in
associate-*r*
pow-prod-down prod-exp cbrt-unprod add-log-exp
expm1-log1p-u associate-*r/ log1p-expm1-u
sub-neg fma-neg
flip3-- associate-*l* *-commutative flip-- fma-udef distribute-lft-out-- difference-of-squares unswap-sqr
flip3-+ diff-log associate--l+ flip-+ distribute-lft-out
Counts
4 → 112
Calls
4 calls:
7.0ms
(- (fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a))))) 1.0)
35.0ms
(* (* a a) (- 1.0 a))
0.0ms
(fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
34.0ms
(* (* b b) (+ 3.0 a))

series321.0ms

Counts
4 → 12
Calls
4 calls:
110.0ms
(- (fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a))))) 1.0)
54.0ms
(* (* a a) (- 1.0 a))
120.0ms
(fma (pow (+ (* a a) (* b b)) (/ 2.0 2)) (pow (+ (* a a) (* b b)) (/ 2.0 2)) (* 4.0 (+ (* (* a a) (- 1.0 a)) (* (* b b) (+ 3.0 a)))))
37.0ms
(* (* b b) (+ 3.0 a))

simplify79.0ms

Counts
124 → 124
Iterations

Useful iterations: 2 (65.0ms)

IterNodesCost
05951735
129411313
250011286
done50011286

prune337.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (pow (fma a a (* b b)) (* 2 (/ 2.0 2))) (fma 4.0 (fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a))) (- 1.0)))
0.1b
(fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a)))
0.3b
(pow (fma a a (* b b)) (* 2 (/ 2.0 2)))
0.5b
(* (* b b) (+ 3.0 a))

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
12×*-un-lft-identity
10×pow1 add-exp-log
add-sqr-sqrt add-cbrt-cube
add-cube-cbrt
fma-def
unpow-prod-down add-log-exp
expm1-log1p-u associate-*r* log1p-expm1-u
pow-prod-down prod-exp cbrt-unprod
flip3-+ associate-*r/ flip-+ fma-udef distribute-lft-out sqr-pow
+-commutative distribute-rgt-in pow-to-exp pow-unpow associate-+r+ pow-pow distribute-lft-in associate-*l* pow-exp sum-log *-commutative unswap-sqr
Counts
4 → 75
Calls
4 calls:
17.0ms
(+ (pow (fma a a (* b b)) (* 2 (/ 2.0 2))) (fma 4.0 (fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a))) (- 1.0)))
0.0ms
(fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a)))
3.0ms
(pow (fma a a (* b b)) (* 2 (/ 2.0 2)))
33.0ms
(* (* b b) (+ 3.0 a))

series319.0ms

Counts
4 → 12
Calls
4 calls:
99.0ms
(+ (pow (fma a a (* b b)) (* 2 (/ 2.0 2))) (fma 4.0 (fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a))) (- 1.0)))
46.0ms
(fma (* a a) (- 1.0 a) (* (* b b) (+ 3.0 a)))
120.0ms
(pow (fma a a (* b b)) (* 2 (/ 2.0 2)))
54.0ms
(* (* b b) (+ 3.0 a))

simplify49.0ms

Counts
87 → 87
Iterations

Useful iterations: 2 (42.0ms)

IterNodesCost
0382700
11799630
25002622
done5002622

prune342.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (* b b) (+ 3.0 a))
11.4b
(cbrt (+ (* a a) (* b b)))
11.4b
(cbrt (+ (* a a) (* b b)))
11.4b
(cbrt (+ (* a a) (* b b)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
10×*-un-lft-identity
pow1 add-exp-log cbrt-prod add-sqr-sqrt add-cbrt-cube
add-cube-cbrt
cbrt-div
expm1-log1p-u flip3-+ associate-*r* flip-+ log1p-expm1-u add-log-exp
pow1/3 pow-prod-down prod-exp cbrt-unprod
associate-*r/
distribute-rgt-in distribute-lft-in associate-*l* *-commutative distribute-lft-out unswap-sqr
Counts
4 → 71
Calls
4 calls:
30.0ms
(* (* b b) (+ 3.0 a))
8.0ms
(cbrt (+ (* a a) (* b b)))
5.0ms
(cbrt (+ (* a a) (* b b)))
5.0ms
(cbrt (+ (* a a) (* b b)))

series319.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* (* b b) (+ 3.0 a))
96.0ms
(cbrt (+ (* a a) (* b b)))
95.0ms
(cbrt (+ (* a a) (* b b)))
94.0ms
(cbrt (+ (* a a) (* b b)))

simplify44.0ms

Counts
83 → 83
Iterations

Useful iterations: 2 (38.0ms)

IterNodesCost
0284519
11396477
25002465
done5002465

prune351.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0.0b

regimes153.0ms

Accuracy

0% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 0.2b

bsearch0.0ms

simplify1.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02914
13114
23114
done3114

end0.0ms

sample1.5s

Algorithm
intervals
Results
1.0s20589×body80valid