Details

Time bar (total: 19.1s)

sample82.0ms

Algorithm
intervals
Results
29.0ms43×body1280valid
19.0ms51×body640valid
11.0ms155×body80valid
5.0ms22×body320valid
5.0ms89×body80nan
2.0ms10×body160valid

simplify1.4s

Counts
1 → 1
Iterations
IterNodes
done5001
71916
6531
5212
489
341
222
115
08

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.6b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ x (+ x y))
0.0b
(exp (* x (log (/ x (+ x y)))))
0.1b
(* x (log (/ x (+ x y))))
10.0b
(log (/ x (+ x y)))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
93×*-un-lft-identity
90×log-prod
72×times-frac
57×add-sqr-sqrt
55×add-cube-cbrt
36×distribute-rgt-in distribute-lft-in exp-sum
19×distribute-lft-out
12×associate-/r/
11×add-exp-log
pow1 add-cbrt-cube
flip3-+ flip-+ div-inv add-log-exp
associate-/r* associate-*r* insert-posit16
associate-*l* associate-/l*
div-exp rem-log-exp log-pow
cbrt-undiv log-div exp-prod clear-num frac-2neg exp-to-pow pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr rem-exp-log
Counts
4 → 167
Calls
4 calls:
17.0ms
(/ x (+ x y))
27.0ms
(exp (* x (log (/ x (+ x y)))))
20.0ms
(* x (log (/ x (+ x y))))
9.0ms
(log (/ x (+ x y)))

series538.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(/ x (+ x y))
336.0ms
(exp (* x (log (/ x (+ x y)))))
87.0ms
(* x (log (/ x (+ x y))))
68.0ms
(log (/ x (+ x y)))

simplify1.4s

Counts
179 → 179
Iterations
IterNodes
done5000
21388
1591
0252

prune769.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (pow (exp x) (log (/ x (+ x y)))) x)
0.0b
(/ x (+ x y))
0.1b
(pow (exp x) (log (/ x (+ x y))))
10.0b
(log (/ x (+ x y)))

rewrite91.0ms

Algorithm
rewrite-expression-head
Rules
159×times-frac
142×*-un-lft-identity
108×log-prod
98×add-sqr-sqrt add-cube-cbrt
90×unpow-prod-up
28×associate-/l*
22×distribute-lft-out
15×unpow-prod-down
14×associate-/r/
13×add-exp-log
add-cbrt-cube div-inv
pow1 associate-/r* flip3-+ flip-+
div-exp sqr-pow
pow-unpow pow-pow insert-posit16 add-log-exp
log-div exp-prod
pow-to-exp cbrt-undiv clear-num frac-2neg rem-log-exp pow-exp log-pow pow-sub
associate-/l/
Counts
4 → 224
Calls
4 calls:
38.0ms
(/ (pow (exp x) (log (/ x (+ x y)))) x)
12.0ms
(/ x (+ x y))
21.0ms
(pow (exp x) (log (/ x (+ x y))))
10.0ms
(log (/ x (+ x y)))

series433.0ms

Counts
4 → 12
Calls
4 calls:
136.0ms
(/ (pow (exp x) (log (/ x (+ x y)))) x)
54.0ms
(/ x (+ x y))
177.0ms
(pow (exp x) (log (/ x (+ x y))))
66.0ms
(log (/ x (+ x y)))

simplify1.9s

Counts
236 → 236
Iterations
IterNodes
done5002
21976
1722
0335

prune1.2s

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt x)
0.6b
(cbrt x)
0.6b
(cbrt x)
10.0b
(log (/ x (+ x y)))

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
21×*-un-lft-identity
18×log-prod
15×add-sqr-sqrt add-cube-cbrt
12×times-frac
cbrt-prod
add-exp-log
pow1
add-cbrt-cube insert-posit16 add-log-exp
pow1/3 distribute-lft-out
rem-log-exp associate-/r/
log-div flip3-+ div-exp log-pow flip-+ div-inv
Counts
4 → 66
Calls
4 calls:
1.0ms
(cbrt x)
1.0ms
(cbrt x)
1.0ms
(cbrt x)
6.0ms
(log (/ x (+ x y)))

series946.0ms

Counts
4 → 12
Calls
4 calls:
282.0ms
(cbrt x)
303.0ms
(cbrt x)
281.0ms
(cbrt x)
80.0ms
(log (/ x (+ x y)))

simplify2.9s

Counts
78 → 78
Iterations
IterNodes
done5002
43858
3973
2383
1197
0103

prune448.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 1 expressions with local error:

0.0b
(/ (exp (- y)) x)

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity times-frac add-cube-cbrt
associate-/r* add-cbrt-cube associate-/l*
add-exp-log associate-/l/
neg-sub0 exp-neg pow1 cbrt-undiv clear-num frac-2neg exp-diff div-exp insert-posit16 div-inv add-log-exp
Counts
1 → 30
Calls
1 calls:
25.0ms
(/ (exp (- y)) x)

series29.0ms

Counts
1 → 3
Calls
1 calls:
29.0ms
(/ (exp (- y)) x)

simplify2.4s

Counts
33 → 33
Iterations
IterNodes
done5028
42870
3869
2317
1126
065

prune141.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

regimes131.0ms

Accuracy

95% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 5.7b

bsearch188.0ms

Steps
ItersRangePoint
10
0.17679972651571432
2590629949647.022
11.69456786955557
8
-6.465553349696891e+100
-4.272793295315361e+97
-4.909420533601188e+97

simplify4.0ms

Iterations
IterNodes
done29
129
024

end0.0ms

sample3.9s

Algorithm
intervals
Results
1.8s1539×body1280valid
756.0ms1479×body640valid
439.0ms4811×body80valid
283.0ms819×body320valid
280.0ms2957×body80nan
90.0ms472×body160valid