Details

Time bar (total: 20.2s)

sample159.0ms

Algorithm
intervals
Results
52.0ms684×body80nan
15.0ms19×body1280valid
13.0ms176×body80valid
10.0ms22×body640valid
6.0ms26×body320valid
2.0ms13×body160valid

simplify560.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01213
12113
23013
33813
44413
55913
69013
718713
861113
done500013

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 10.6b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
0.0b
(* z (log (- 1.0 y)))
0.3b
(* x (log y))
5.0b
(log (- 1.0 y))

rewrite121.0ms

Algorithm
rewrite-expression-head
Rules
25×add-sqr-sqrt
21×log-prod *-un-lft-identity
13×add-cube-cbrt
11×pow1
add-exp-log add-log-exp
distribute-rgt-in distribute-lft-in associate-*r* add-cbrt-cube
associate-*l*
distribute-lft-out-- difference-of-squares
log-pow
log-div flip3-- diff-log pow-prod-down prod-exp *-commutative flip-- cbrt-unprod unswap-sqr
sub-neg rem-log-exp associate--l+ sum-log
Counts
4 → 86
Calls
4 calls:
69.0ms
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
27.0ms
(* z (log (- 1.0 y)))
14.0ms
(* x (log y))
6.0ms
(log (- 1.0 y))

series407.0ms

Counts
4 → 12
Calls
4 calls:
164.0ms
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
114.0ms
(* z (log (- 1.0 y)))
53.0ms
(* x (log y))
76.0ms
(log (- 1.0 y))

simplify788.0ms

Counts
98 → 98
Iterations

Useful iterations: done (777.0ms)

IterNodesCost
02091141
14701103
21493985
done5000966

prune426.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
0.0b
(- (* z (- (log 1.0) (* y 1.0))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
0.3b
(* x (log y))
8.1b
(* z (pow y 2))

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
51×add-exp-log
27×add-sqr-sqrt
26×prod-exp
24×associate-*r*
17×add-cube-cbrt *-un-lft-identity add-cbrt-cube
16×associate--l+
12×log-prod div-exp
pow1 associate-*l*
distribute-rgt-in pow-to-exp distribute-lft-in times-frac pow-exp
unpow-prod-down
cbrt-unprod add-log-exp unswap-sqr
associate-*r/
sub-neg *-commutative unpow2 sqr-pow
cbrt-undiv flip3-- pow-prod-down frac-sub flip--
diff-log log-pow div-inv
Counts
4 → 118
Calls
4 calls:
34.0ms
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
20.0ms
(- (* z (- (log 1.0) (* y 1.0))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
10.0ms
(* x (log y))
14.0ms
(* z (pow y 2))

series297.0ms

Counts
4 → 12
Calls
4 calls:
80.0ms
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
130.0ms
(- (* z (- (log 1.0) (* y 1.0))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
51.0ms
(* x (log y))
36.0ms
(* z (pow y 2))

simplify1.6s

Counts
130 → 130
Iterations

Useful iterations: done (1.6s)

IterNodesCost
02491827
16391676
227061534
done50001529

prune791.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* (* 2 (log (cbrt y))) x) (* x (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)
8.1b
(* z (pow y 2))

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
13×add-cube-cbrt *-un-lft-identity
12×cbrt-prod associate-+r+ log-prod
add-exp-log
associate-*r*
distribute-rgt-in distribute-lft-in add-cbrt-cube add-log-exp
pow1 unpow-prod-down unswap-sqr
associate-*l* prod-exp
pow1/3 unpow2 sqr-pow
+-commutative pow-to-exp flip3-+ pow-exp sum-log *-commutative cbrt-unprod flip-+
Counts
4 → 72
Calls
4 calls:
36.0ms
(+ (* (* 2 (log (cbrt y))) x) (* x (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
14.0ms
(* z (pow y 2))

series895.0ms

Counts
4 → 12
Calls
4 calls:
208.0ms
(+ (* (* 2 (log (cbrt y))) x) (* x (log (cbrt y))))
342.0ms
(cbrt y)
290.0ms
(cbrt y)
55.0ms
(* z (pow y 2))

simplify936.0ms

Counts
84 → 84
Iterations

Useful iterations: done (933.0ms)

IterNodesCost
0135822
1337751
21417609
done5002598

prune703.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize45.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (pow y 2/3))
0.6b
(cbrt (cbrt y))
5.9b
(pow y 2/3)
8.1b
(* z (pow y 2))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
16×cbrt-prod
13×add-cube-cbrt *-un-lft-identity
10×add-exp-log unpow-prod-down
associate-*r*
add-cbrt-cube
pow1
add-log-exp unswap-sqr sqr-pow
pow-unpow associate-*l* prod-exp
pow-to-exp pow1/3 pow-exp unpow2
pow-pow *-commutative cbrt-unprod
Counts
4 → 73
Calls
4 calls:
4.0ms
(cbrt (pow y 2/3))
3.0ms
(cbrt (cbrt y))
6.0ms
(pow y 2/3)
18.0ms
(* z (pow y 2))

series1.1s

Counts
4 → 12
Calls
4 calls:
286.0ms
(cbrt (pow y 2/3))
414.0ms
(cbrt (cbrt y))
292.0ms
(pow y 2/3)
72.0ms
(* z (pow y 2))

simplify3.6s

Counts
85 → 85
Iterations

Useful iterations: done (3.6s)

IterNodesCost
0129595
1284539
2881481
34123466
done5001452

prune819.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

regimes339.0ms

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify11.0ms

Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
03449
14549
done4549

end0.0ms

sample6.4s

Algorithm
intervals
Results
2.2s24081×body80nan
1.1s880×body640valid
532.0ms5553×body80valid
331.0ms421×body1280valid
248.0ms733×body320valid
97.0ms445×body160valid