Details

Time bar (total: 20.9s)

sample219.0ms

Algorithm
intervals
Results
101.0ms784×body80nan
19.0ms37×body640valid
16.0ms173×body80valid
12.0ms14×body1280valid
7.0ms21×body320valid
2.0ms14×body160valid

simplify770.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
012345
121345
230345
338345
444345
559345
690345
7187345
8618345
done5001345

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 11.9b

localize30.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (log (- 1.0 y)))
0.0b
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
0.3b
(* x (log y))
6.8b
(log (- 1.0 y))

rewrite110.0ms

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 add-cbrt-cube associate-*r*
associate-*l*
distribute-lft-out-- difference-of-squares
log-pow
log-div flip3-- diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-- unswap-sqr
sum-log sub-neg rem-log-exp associate--l+
Counts
4 → 86
Calls
4 calls:
26.0ms
(* z (log (- 1.0 y)))
64.0ms
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
11.0ms
(* x (log y))
4.0ms
(log (- 1.0 y))

series358.0ms

Counts
4 → 12
Calls
4 calls:
114.0ms
(* z (log (- 1.0 y)))
141.0ms
(- (+ (* x (log y)) (* z (log (- 1.0 y)))) t)
58.0ms
(* x (log y))
45.0ms
(log (- 1.0 y))

simplify1.4s

Counts
98 → 98
Iterations

Useful iterations: done (1.4s)

IterNodesCost
020930162
147026976
2146026368
done500026018

prune689.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (* x (log y)) (* z (- (- (log 1.0) (* 1.0 y)) (/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))))) t)
0.3b
(* x (log y))
0.3b
(* (/ 1.0 y) (/ 1.0 y))
0.7b
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

rewrite152.0ms

Algorithm
rewrite-expression-head
Rules
54×add-sqr-sqrt
43×times-frac
40×*-un-lft-identity
38×add-cube-cbrt
36×add-cbrt-cube add-exp-log
17×associate-*r*
16×associate-*l*
14×pow1
13×cbrt-undiv swap-sqr div-exp
prod-exp cbrt-unprod add-log-exp
log-prod
div-inv unswap-sqr
distribute-rgt-in distribute-lft-in associate-/r/ associate-/l*
frac-times diff-log pow-prod-down associate-*l/ associate-*r/ *-commutative
pow2 clear-num associate-/r* sum-log sub-neg frac-2neg pow-plus flip3-- associate--l+ pow-sqr log-pow pow-prod-up flip-- distribute-lft-out-- difference-of-squares
Counts
4 → 138
Calls
4 calls:
56.0ms
(- (+ (* x (log y)) (* z (- (- (log 1.0) (* 1.0 y)) (/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))))) t)
13.0ms
(* x (log y))
38.0ms
(* (/ 1.0 y) (/ 1.0 y))
32.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

series359.0ms

Counts
4 → 12
Calls
4 calls:
229.0ms
(- (+ (* x (log y)) (* z (- (- (log 1.0) (* 1.0 y)) (/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))))) t)
55.0ms
(* x (log y))
35.0ms
(* (/ 1.0 y) (/ 1.0 y))
39.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

simplify3.3s

Counts
150 → 150
Iterations

Useful iterations: done (3.2s)

IterNodesCost
024740544
172035714
2392934389
done500134149

prune1.2s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize84.0ms

Local error

Found 4 expressions with local error:

0.7b
(cbrt y)
0.7b
(cbrt y)
0.7b
(cbrt y)
0.7b
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
22×add-cbrt-cube add-exp-log
cbrt-prod add-sqr-sqrt cbrt-undiv *-un-lft-identity div-exp add-cube-cbrt
pow1 prod-exp cbrt-unprod add-log-exp
times-frac pow1/3 associate-/r/ associate-/l*
frac-times clear-num associate-/r* frac-2neg associate-*l/ associate-*r/ div-inv
Counts
4 → 63
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)
31.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

series880.0ms

Counts
4 → 12
Calls
4 calls:
258.0ms
(cbrt y)
343.0ms
(cbrt y)
250.0ms
(cbrt y)
28.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))

simplify957.0ms

Counts
75 → 75
Iterations

Useful iterations: done (937.0ms)

IterNodesCost
09315860
123713101
294112504
done500011982

prune719.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

localize103.0ms

Local error

Found 4 expressions with local error:

0.7b
(cbrt y)
0.7b
(cbrt y)
0.7b
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))
5.1b
(pow y 1/3)

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
23×add-exp-log
22×add-cbrt-cube
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
cbrt-undiv div-exp
cbrt-prod
pow1
prod-exp cbrt-unprod add-log-exp
pow-unpow unpow-prod-down times-frac associate-/r/ associate-/l*
pow1/3
frac-times pow-to-exp clear-num associate-/r* pow-pow frac-2neg unpow1/3 associate-*l/ pow-exp associate-*r/ div-inv sqr-pow
Counts
4 → 70
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
19.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))
2.0ms
(pow y 1/3)

series1.2s

Counts
4 → 12
Calls
4 calls:
577.0ms
(cbrt y)
355.0ms
(cbrt y)
48.0ms
(/ 1/2 (* (/ 1.0 y) (/ 1.0 y)))
260.0ms
(pow y 1/3)

simplify1.1s

Counts
82 → 82
Iterations

Useful iterations: done (1.0s)

IterNodesCost
012019091
132514309
2124513909
done500013198

prune739.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

regimes457.0ms

Accuracy

0% (0.2b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.3b

bsearch0.0ms

simplify4.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
018546
122546
done22546

end0.0ms

sample6.0s

Algorithm
intervals
Results
2.4s23912×body80nan
1.1s5501×body80valid
473.0ms875×body640valid
374.0ms407×body1280valid
222.0ms762×body320valid
92.0ms494×body160valid