Details

Time bar (total: 9.4s)

sample31.0ms

Algorithm
intervals
Results
14.0ms256×body80valid

simplify15.0ms

Counts
1 → 1
Iterations
IterNodes
done28
328
224
116
010

prune14.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.3b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* 1.1283791670955126 (exp z)) (* x y))
0.0b
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
7.3b
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
14×*-un-lft-identity
12×add-sqr-sqrt add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 associate-/r* fma-def log1p-expm1-u associate-/l*
flip3-- associate-/r/ flip--
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg flip3-+ fma-neg diff-log div-exp prod-diff flip-+ div-inv distribute-lft-out
Counts
3 → 64
Calls
3 calls:
13.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
36.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
28.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

series219.0ms

Counts
3 → 9
Calls
3 calls:
68.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
44.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
106.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

simplify581.0ms

Counts
73 → 73
Iterations
IterNodes
done5001
21205
1324
0128

prune725.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (/ y (fma 1.1283791670955126 (exp z) (* (- y) x))))
7.3b
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
7.3b
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
7.3b
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
35×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
13×cbrt-prod
10×add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 log1p-expm1-u div-inv add-log-exp
cbrt-undiv clear-num frac-2neg div-exp
cbrt-div pow1/3
Counts
4 → 111
Calls
4 calls:
2.0ms
(cbrt (/ y (fma 1.1283791670955126 (exp z) (* (- y) x))))
5.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
6.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
4.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))

series560.0ms

Counts
4 → 12
Calls
4 calls:
268.0ms
(cbrt (/ y (fma 1.1283791670955126 (exp z) (* (- y) x))))
91.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
103.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
97.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))

simplify555.0ms

Counts
123 → 123
Iterations
IterNodes
done5000
21230
1373
0168

prune974.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize65.0ms

Local error

Found 4 expressions with local error:

7.3b
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
7.8b
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
7.8b
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
7.8b
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
cbrt-prod times-frac
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 log1p-expm1-u add-log-exp
associate-/r* pow1/3 associate-/l*
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
4 → 68
Calls
4 calls:
4.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
1.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
1.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
1.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))

series948.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(/ y (fma 1.1283791670955126 (exp z) (* (- y) x)))
276.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
287.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))
264.0ms
(cbrt (fma (- y) x (* (exp z) 1.1283791670955126)))

simplify1.5s

Counts
80 → 80
Iterations
IterNodes
done5000
34619
2897
1276
0127

prune728.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize5.0ms

Local error

Found 1 expressions with local error:

0.0b
(- x (/ 1 x))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
40×*-un-lft-identity
39×prod-diff
36×add-cube-cbrt
29×times-frac
div-inv
fma-neg add-log-exp difference-of-squares
distribute-lft-out--
expm1-log1p-u pow1 sub-neg flip3-- add-cbrt-cube diff-log add-exp-log log1p-expm1-u flip--
Counts
1 → 61
Calls
1 calls:
11.0ms
(- x (/ 1 x))

series33.0ms

Counts
1 → 3
Calls
1 calls:
33.0ms
(- x (/ 1 x))

simplify1.0s

Counts
64 → 64
Iterations
IterNodes
done5001
21227
1351
0140

prune138.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes403.0ms

Accuracy

61.7% (1.3b remaining)

Error of 1.3b against oracle of 0.0b and baseline of 3.4b

bsearch1.0ms

simplify2.0ms

Iterations
IterNodes
done21
121
016

end0.0ms

sample794.0ms

Algorithm
intervals
Results
519.0ms8000×body80valid