Details

Time bar (total: 18.8s)

sample189.0ms

Algorithm
intervals
Results
22.0ms37×body2560valid
18.0ms187×body80valid
11.0ms24×body1280valid
10.0ms86×body80nan
6.0ms18×body640valid
2.0msbody320valid
1.0msbody160valid

simplify60.0ms

Counts
1 → 1
Iterations
IterNodes
done34
534
432
330
223
115
010

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.3b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.8b
(- (* b_2 b_2) (* a c))
0.9b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
23.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite193.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 122
Calls
4 calls:
83.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
18.0ms
(- (* b_2 b_2) (* a c))
77.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series399.0ms

Counts
4 → 12
Calls
4 calls:
146.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
45.0ms
(- (* b_2 b_2) (* a c))
103.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
105.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
134 → 134
Iterations
IterNodes
done2015
32015
21393
1494
0199

prune1.5s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.3b

localize31.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.8b
(- (* b_2 b_2) (* a c))
0.9b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
23.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite210.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 122
Calls
4 calls:
112.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
9.0ms
(- (* b_2 b_2) (* a c))
68.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
18.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series460.0ms

Counts
4 → 12
Calls
4 calls:
159.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
58.0ms
(- (* b_2 b_2) (* a c))
132.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
110.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
134 → 134
Iterations
IterNodes
done2015
32015
21393
1494
0199

prune1.3s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 6.3b

localize36.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
0.8b
(- (* b_2 b_2) (* a c))
0.9b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
23.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite147.0ms

Algorithm
rewrite-expression-head
Rules
144×times-frac
137×add-sqr-sqrt
110×*-un-lft-identity
84×add-cube-cbrt
28×sqrt-prod
26×difference-of-squares
24×associate-/r*
19×prod-diff
15×add-exp-log
13×distribute-lft-out--
add-cbrt-cube associate-/r/
add-log-exp
flip3-- fma-neg div-exp flip--
pow1
div-inv
expm1-log1p-u insert-posit16 log1p-expm1-u
cbrt-undiv associate-/l*
rec-exp sub-neg sqrt-div diff-log 1-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-flip inv-pow
Counts
4 → 200
Calls
4 calls:
62.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
9.0ms
(- (* b_2 b_2) (* a c))
62.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
10.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series391.0ms

Counts
4 → 12
Calls
4 calls:
167.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
66.0ms
(- (* b_2 b_2) (* a c))
85.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
73.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.3s

Counts
212 → 212
Iterations
IterNodes
done2000
22000
1742
0303

prune2.3s

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 6.3b

localize39.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
0.8b
(- (* b_2 b_2) (* a c))
0.9b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
23.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite213.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
32×*-un-lft-identity
27×add-cube-cbrt
19×prod-diff
17×sqrt-prod
13×associate-*r* add-exp-log
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u difference-of-squares
unswap-sqr
frac-times sub-neg sqrt-div diff-log div-exp associate-*l/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 123
Calls
4 calls:
112.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
15.0ms
(- (* b_2 b_2) (* a c))
67.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
17.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series422.0ms

Counts
4 → 12
Calls
4 calls:
164.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
61.0ms
(- (* b_2 b_2) (* a c))
121.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
76.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.1s

Counts
135 → 135
Iterations
IterNodes
done2001
32001
21630
1559
0219

prune1.5s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 6.3b

regimes449.0ms

Accuracy

84.6% (4.2b remaining)

Error of 9.8b against oracle of 5.7b and baseline of 32.8b

bsearch165.0ms

Steps
ItersRangePoint
8
5.833527798943191e-77
3.6732813120885656e-72
3.1295384133612364e-73
9
-2.2464591800446616e+91
-3.153507839293123e+86
-1.3599228730895225e+90

simplify7.0ms

Iterations
IterNodes
done26
126
023

end0.0ms

sample4.2s

Algorithm
intervals
Results
890.0ms5892×body80valid
843.0ms2956×body80nan
812.0ms1027×body2560valid
689.0ms882×body1280valid
281.0ms463×body640valid
156.0ms235×body320valid
113.0ms98×body5120valid
30.0ms105×body160valid