Details

Time bar (total: 12.5s)

sample48.0ms

Algorithm
intervals
Results
33.0ms272×body80valid

simplify8.0ms

Counts
1 → 1
Iterations
IterNodes
done21
221
117
011

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.6b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.0b
(+ (* a c) (* b d))
24.6b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
flip3-+ flip-+
expm1-log1p-u pow1 associate-/r* insert-posit16 log1p-expm1-u associate-/l*
+-commutative sum-log fma-def associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
3 → 64
Calls
3 calls:
13.0ms
(+ (* c c) (* d d))
16.0ms
(+ (* a c) (* b d))
31.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

series209.0ms

Counts
3 → 9
Calls
3 calls:
30.0ms
(+ (* c c) (* d d))
60.0ms
(+ (* a c) (* b d))
119.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

simplify983.0ms

Counts
73 → 73
Iterations
IterNodes
done2005
32005
2988
1292
0105

prune329.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 24.2b

localize31.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (sqrt (+ (* c c) (* d d))))
14.9b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
28.9b
(sqrt (+ (* c c) (* d d)))
28.9b
(sqrt (+ (* c c) (* d d)))

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
288×times-frac
164×add-sqr-sqrt
162×*-un-lft-identity add-cube-cbrt
156×sqrt-prod
27×associate-/l*
22×sqrt-div
18×associate-/r/
12×associate-/r* flip3-+ flip-+
11×add-cbrt-cube add-exp-log
div-inv
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
associate-/l/
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 hypot-def
Counts
4 → 278
Calls
4 calls:
62.0ms
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (sqrt (+ (* c c) (* d d))))
32.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
7.0ms
(sqrt (+ (* c c) (* d d)))
6.0ms
(sqrt (+ (* c c) (* d d)))

series389.0ms

Counts
4 → 12
Calls
4 calls:
125.0ms
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (sqrt (+ (* c c) (* d d))))
146.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
53.0ms
(sqrt (+ (* c c) (* d d)))
64.0ms
(sqrt (+ (* c c) (* d d)))

simplify1.1s

Counts
290 → 290
Iterations
IterNodes
done2005
32005
21795
1734
0311

prune1.5s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 18.4b

localize58.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.1b
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (hypot c d))
14.9b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
28.9b
(sqrt (+ (* c c) (* d d)))

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
98×add-sqr-sqrt
97×*-un-lft-identity add-cube-cbrt
51×sqrt-prod
27×associate-/l*
12×sqrt-div
11×add-cbrt-cube add-exp-log
10×associate-/r/
associate-/r*
flip3-+ flip-+
div-inv add-log-exp
pow1
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u
associate-/l/
clear-num frac-2neg
+-commutative rem-sqrt-square sum-log fma-def sqrt-pow1 pow1/2 hypot-def
Counts
4 → 197
Calls
4 calls:
12.0ms
(+ (* c c) (* d d))
51.0ms
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (hypot c d))
51.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
11.0ms
(sqrt (+ (* c c) (* d d)))

series460.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(+ (* c c) (* d d))
201.0ms
(/ (/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d)))) (hypot c d))
161.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
59.0ms
(sqrt (+ (* c c) (* d d)))

simplify1.0s

Counts
209 → 209
Iterations
IterNodes
done2001
32001
21649
1720
0280

prune1.1s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.1b

localize30.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ (/ 1 (/ (hypot c d) (fma a c (* b d)))) (hypot c d))
0.2b
(/ 1 (/ (hypot c d) (fma a c (* b d))))
14.9b
(/ (hypot c d) (fma a c (* b d)))

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
480×times-frac
238×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
50×associate-/l*
35×add-exp-log
23×div-inv
22×div-exp
19×associate-/r* add-cbrt-cube
10×cbrt-undiv
associate-/r/
pow1 rec-exp 1-exp
expm1-log1p-u clear-num frac-2neg insert-posit16 log1p-expm1-u add-log-exp
pow-flip inv-pow associate-/l/
Counts
3 → 312
Calls
3 calls:
11.0ms
(/ (/ 1 (/ (hypot c d) (fma a c (* b d)))) (hypot c d))
6.0ms
(/ 1 (/ (hypot c d) (fma a c (* b d))))
4.0ms
(/ (hypot c d) (fma a c (* b d)))

series484.0ms

Counts
3 → 9
Calls
3 calls:
225.0ms
(/ (/ 1 (/ (hypot c d) (fma a c (* b d)))) (hypot c d))
136.0ms
(/ 1 (/ (hypot c d) (fma a c (* b d))))
123.0ms
(/ (hypot c d) (fma a c (* b d)))

simplify1.2s

Counts
321 → 321
Iterations
IterNodes
done2001
22001
11255
0455

prune1.5s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.1b

regimes237.0ms

Accuracy

32.7% (7.2b remaining)

Error of 13.2b against oracle of 6.0b and baseline of 16.7b

bsearch78.0ms

Steps
ItersRangePoint
8
3.5313364632274564e+117
2.2449574683780836e+120
1.938821746780901e+120
6
-1.2097032068419212e+74
-1.3022738874414276e+73
-6.99838818051005e+73

simplify3.0ms

Iterations
IterNodes
done24
124
020

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.1s8489×body80valid