Details

Time bar (total: 1.5m)

sample121.0ms

Algorithm
intervals
Results
57.0ms501×body80valid

simplify9.8s

Counts
1 → 1
Iterations
IterNodes
done5000
64645
52609
4906
3255
286
133
018

prune34.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 7.2b

localize68.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (fma t z (* y x)) (* (* c (fma c b a)) i))
0.0b
(fma t z (* y x))
0.1b
(* c (fma c b a))
8.5b
(* (* c (fma c b a)) i)

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
add-cube-cbrt *-un-lft-identity
associate-*r* add-log-exp
expm1-log1p-u associate-*l* pow-prod-down prod-exp cbrt-unprod fma-udef log1p-expm1-u
fma-neg prod-diff
*-commutative
distribute-rgt-in sub-neg flip3-- distribute-lft-in diff-log associate--l+ flip-- unswap-sqr
Counts
4 → 73
Calls
4 calls:
14.0ms
(- (fma t z (* y x)) (* (* c (fma c b a)) i))
1.0ms
(fma t z (* y x))
18.0ms
(* c (fma c b a))
50.0ms
(* (* c (fma c b a)) i)

series1.7s

Counts
4 → 12
Calls
4 calls:
1.4s
(- (fma t z (* y x)) (* (* c (fma c b a)) i))
110.0ms
(fma t z (* y x))
69.0ms
(* c (fma c b a))
128.0ms
(* (* c (fma c b a)) i)

simplify9.5s

Counts
85 → 85
Iterations
IterNodes
done5000
34504
2802
1271
0121

prune2.5s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 1.3b

localize55.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (fma t z (* y x)) (* c (* (fma c b a) i)))
0.0b
(fma t z (* y x))
1.3b
(* (fma c b a) i)
4.6b
(* c (* (fma c b a) i))

rewrite89.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1 add-exp-log add-sqr-sqrt add-cbrt-cube
add-cube-cbrt *-un-lft-identity
associate-*l* add-log-exp
expm1-log1p-u associate-*r* pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
fma-neg prod-diff
*-commutative fma-udef
sub-neg flip3-- diff-log associate--l+ flip-- unswap-sqr
Counts
4 → 71
Calls
4 calls:
34.0ms
(- (fma t z (* y x)) (* c (* (fma c b a) i)))
1.0ms
(fma t z (* y x))
17.0ms
(* (fma c b a) i)
33.0ms
(* c (* (fma c b a) i))

series1.5s

Counts
4 → 12
Calls
4 calls:
1.2s
(- (fma t z (* y x)) (* c (* (fma c b a) i)))
75.0ms
(fma t z (* y x))
104.0ms
(* (fma c b a) i)
123.0ms
(* c (* (fma c b a) i))

simplify14.7s

Counts
83 → 83
Iterations
IterNodes
done5000
34477
2843
1256
0117

prune1.9s

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 1.2b

localize112.0ms

Local error

Found 4 expressions with local error:

4.6b
(* c (* (fma c b a) i))
8.6b
(cbrt (* c (* (fma c b a) i)))
8.6b
(cbrt (* c (* (fma c b a) i)))
8.6b
(cbrt (* c (* (fma c b a) i)))

rewrite117.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
expm1-log1p-u log1p-expm1-u add-log-exp
cbrt-prod pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod
associate-*r* *-commutative
Counts
4 → 53
Calls
4 calls:
34.0ms
(* c (* (fma c b a) i))
37.0ms
(cbrt (* c (* (fma c b a) i)))
22.0ms
(cbrt (* c (* (fma c b a) i)))
22.0ms
(cbrt (* c (* (fma c b a) i)))

series1.6s

Counts
4 → 12
Calls
4 calls:
112.0ms
(* c (* (fma c b a) i))
478.0ms
(cbrt (* c (* (fma c b a) i)))
665.0ms
(cbrt (* c (* (fma c b a) i)))
290.0ms
(cbrt (* c (* (fma c b a) i)))

simplify7.7s

Counts
65 → 65
Iterations
IterNodes
done5014
32523
2614
1210
087

prune1.5s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 1.2b

localize124.0ms

Local error

Found 4 expressions with local error:

4.6b
(* c (* (fma c b a) i))
7.1b
(cbrt (* (fma c b a) i))
8.6b
(cbrt (* c (* (fma c b a) i)))
8.6b
(cbrt (* c (* (fma c b a) i)))

rewrite91.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
expm1-log1p-u log1p-expm1-u add-log-exp
cbrt-prod pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod
associate-*r* *-commutative
Counts
4 → 53
Calls
4 calls:
32.0ms
(* c (* (fma c b a) i))
14.0ms
(cbrt (* (fma c b a) i))
20.0ms
(cbrt (* c (* (fma c b a) i)))
23.0ms
(cbrt (* c (* (fma c b a) i)))

series1.1s

Counts
4 → 12
Calls
4 calls:
128.0ms
(* c (* (fma c b a) i))
375.0ms
(cbrt (* (fma c b a) i))
312.0ms
(cbrt (* c (* (fma c b a) i)))
312.0ms
(cbrt (* c (* (fma c b a) i)))

simplify8.0s

Counts
65 → 65
Iterations
IterNodes
done5003
33021
2790
1280
0118

prune2.1s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 1.2b

regimes5.6s

Accuracy

86.4% (0.6b remaining)

Error of 1.4b against oracle of 0.7b and baseline of 5.3b

bsearch511.0ms

Steps
ItersRangePoint
5
9.17515349690969e-64
2.964171433018536e-63
2.4053108373356386e-63
7
-3.828147790683386e-17
-1.6993729384458013e-18
-3.780226141482327e-17

simplify13.0ms

Iterations
IterNodes
done39
139
028

end0.0ms

sample17.1s

Algorithm
intervals
Results
15.4s15032×body80valid