Details

Time bar (total: 19.7s)

sample139.0ms

Algorithm
intervals
Results
30.0ms172×body160valid
23.0ms279×body80nan
22.0ms535×pre80true
20.0ms84×body80valid

simplify240.0ms

Counts
1 → 1
Iterations
IterNodes
done102
7102
6101
599
491
375
240
122
012

prune18.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.4b

localize55.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* a 3.0) c)
0.3b
(- (* b b) (* (* a 3.0) c))
0.4b
(/ (- (sqrt (- (* b b) (* (* a 3.0) c))) b) (* a 3.0))
33.3b
(- (sqrt (- (* b b) (* (* a 3.0) c))) b)

rewrite391.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
27×*-un-lft-identity
21×add-cube-cbrt
19×prod-diff
15×sqrt-prod
14×add-exp-log add-cbrt-cube
pow1
add-log-exp
fma-neg
times-frac associate-/l* difference-of-squares
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u
flip3-- associate-*r* pow-prod-down flip-- distribute-lft-out--
cbrt-undiv sub-neg diff-log div-exp associate-/l/
frac-2neg div-sub associate-*l* clear-num associate-/r* *-commutative div-inv
Counts
4 → 109
Calls
4 calls:
40.0ms
(* (* a 3.0) c)
20.0ms
(- (* b b) (* (* a 3.0) c))
210.0ms
(/ (- (sqrt (- (* b b) (* (* a 3.0) c))) b) (* a 3.0))
112.0ms
(- (sqrt (- (* b b) (* (* a 3.0) c))) b)

series523.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(* (* a 3.0) c)
92.0ms
(- (* b b) (* (* a 3.0) c))
230.0ms
(/ (- (sqrt (- (* b b) (* (* a 3.0) c))) b) (* a 3.0))
161.0ms
(- (sqrt (- (* b b) (* (* a 3.0) c))) b)

simplify3.5s

Counts
121 → 121
Iterations
IterNodes
done5001
22007
1540
0202

prune1.1s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 8.5b

localize14.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify1.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune191.0ms

Pruning

19 alts after pruning (18 fresh and 1 done)

Merged error: 8.5b

localize32.0ms

Local error

Found 3 expressions with local error:

0.3b
(/ (* a c) b)
0.3b
(* -1.5 (/ (* a c) b))
0.4b
(/ (* -1.5 (/ (* a c) b)) (* a 3.0))

rewrite150.0ms

Algorithm
rewrite-expression-head
Rules
49×add-exp-log add-cbrt-cube
17×prod-exp cbrt-unprod
16×cbrt-undiv div-exp
10×add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
times-frac associate-*r*
pow1
associate-/r*
expm1-log1p-u associate-*l* log1p-expm1-u div-inv add-log-exp
frac-2neg associate-*r/ clear-num associate-/l*
pow-prod-down *-commutative associate-/l/ unswap-sqr
Counts
3 → 84
Calls
3 calls:
22.0ms
(/ (* a c) b)
40.0ms
(* -1.5 (/ (* a c) b))
77.0ms
(/ (* -1.5 (/ (* a c) b)) (* a 3.0))

series135.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(/ (* a c) b)
51.0ms
(* -1.5 (/ (* a c) b))
44.0ms
(/ (* -1.5 (/ (* a c) b)) (* a 3.0))

simplify2.8s

Counts
93 → 93
Iterations
IterNodes
done5085
22286
1385
0129

prune937.0ms

Pruning

32 alts after pruning (31 fresh and 1 done)

Merged error: 8.3b

localize33.0ms

Local error

Found 3 expressions with local error:

0.3b
(* (* a 3.0) b)
0.3b
(* -1.5 (* a c))
0.4b
(/ (* -1.5 (* a c)) (* (* a 3.0) b))

rewrite165.0ms

Algorithm
rewrite-expression-head
Rules
49×add-exp-log add-cbrt-cube
24×prod-exp cbrt-unprod
13×pow1
cbrt-undiv div-exp
pow-prod-down
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r* associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
*-commutative
frac-2neg times-frac clear-num associate-/r* div-inv associate-/l*
Counts
3 → 73
Calls
3 calls:
40.0ms
(* (* a 3.0) b)
35.0ms
(* -1.5 (* a c))
83.0ms
(/ (* -1.5 (* a c)) (* (* a 3.0) b))

series123.0ms

Counts
3 → 9
Calls
3 calls:
34.0ms
(* (* a 3.0) b)
35.0ms
(* -1.5 (* a c))
54.0ms
(/ (* -1.5 (* a c)) (* (* a 3.0) b))

simplify2.7s

Counts
82 → 82
Iterations
IterNodes
done5139
22378
1338
0114

prune477.0ms

Pruning

35 alts after pruning (34 fresh and 1 done)

Merged error: 8.3b

regimes1.4s

Accuracy

38.4% (8.4b remaining)

Error of 17.3b against oracle of 8.9b and baseline of 22.5b

bsearch37.0ms

Steps
ItersRangePoint
2
14.193822051518955
16.025676482670104
14.421199075245967

simplify10.0ms

Iterations
IterNodes
done28
128
023

end0.0ms

sample4.6s

Algorithm
intervals
Results
1.4s16482×pre80true
1.1s8482×body80nan
1.1s4522×body160valid
299.0ms3478×body80valid