Details

Time bar (total: 12.0s)

sample99.0ms

Algorithm
intervals
Results
22.0ms46×body10240exit
22.0ms43×body1280valid
15.0ms51×body640valid
7.0ms122×body80valid
5.0ms83×body80nan
4.0ms27×body320valid
3.0msbody2560valid
2.0msbody1280nan
1.0ms12×body160valid
1.0msbody640nan
1.0msbody320nan
0.0msbody160nan

simplify657.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01213
12013
23313
34713
46713
58913
611113
714613
817913
923013
1037313
1140413
1242813
done42813

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.9b

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(* y (exp z))
0.0b
(/ (log (+ (- 1.0 y) (* y (exp z)))) t)
1.3b
(log (+ (- 1.0 y) (* y (exp z))))
2.4b
(+ (- 1.0 y) (* y (exp z)))

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
16×add-cube-cbrt *-un-lft-identity
12×times-frac
11×pow1
add-log-exp
add-exp-log add-cbrt-cube
log-pow
log-div associate-/l*
log-prod flip3-+ associate-*r* associate-*l* associate-/r* flip-+
associate-+l+ div-sub sum-log
cbrt-undiv +-commutative associate-+l- sub-neg frac-2neg diff-log div-exp rem-log-exp pow-prod-down prod-exp clear-num *-commutative cbrt-unprod div-inv unswap-sqr
Counts
4 → 80
Calls
4 calls:
5.0ms
(* y (exp z))
25.0ms
(/ (log (+ (- 1.0 y) (* y (exp z)))) t)
9.0ms
(log (+ (- 1.0 y) (* y (exp z))))
14.0ms
(+ (- 1.0 y) (* y (exp z)))

series297.0ms

Counts
4 → 12
Calls
4 calls:
21.0ms
(* y (exp z))
170.0ms
(/ (log (+ (- 1.0 y) (* y (exp z)))) t)
71.0ms
(log (+ (- 1.0 y) (* y (exp z))))
35.0ms
(+ (- 1.0 y) (* y (exp z)))

simplify1.5s

Counts
92 → 92
Iterations

Useful iterations: 3 (662.0ms)

IterNodesCost
02031436
14491388
212791269
341611266
done50001266

prune261.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 4.4b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(- x (/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t))
0.0b
(* z (+ (* 0.5 z) 1.0))
2.1b
(* y (* z (+ (* 0.5 z) 1.0)))
4.7b
(/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t)

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
17×*-un-lft-identity
15×add-cube-cbrt
13×add-exp-log add-cbrt-cube
11×pow1
10×times-frac
associate-*r/ associate-*l* add-log-exp
distribute-rgt-in distribute-lft-in
associate-*r* pow-prod-down prod-exp cbrt-unprod
flip3-+ associate-/r* flip-+ associate-/l*
*-commutative associate-/l/ difference-of-squares
cbrt-undiv sub-neg flip3-- frac-2neg diff-log div-exp clear-num flip-- div-inv distribute-lft-out-- unswap-sqr
Counts
4 → 90
Calls
4 calls:
10.0ms
(- x (/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t))
10.0ms
(* z (+ (* 0.5 z) 1.0))
13.0ms
(* y (* z (+ (* 0.5 z) 1.0)))
13.0ms
(/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t)

series358.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(- x (/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t))
65.0ms
(* z (+ (* 0.5 z) 1.0))
56.0ms
(* y (* z (+ (* 0.5 z) 1.0)))
115.0ms
(/ (+ (log 1.0) (* y (* z (+ (* 0.5 z) 1.0)))) t)

simplify547.0ms

Counts
102 → 102
Iterations

Useful iterations: 2 (139.0ms)

IterNodesCost
01791815
14401740
213361586
done50011586

prune284.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b
(- x (+ (* 1.0 (/ (* z y) t)) (/ (log 1.0) t)))
4.9b
(/ (* z y) t)

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
add-exp-log add-cbrt-cube add-log-exp
add-sqr-sqrt *-un-lft-identity
add-cube-cbrt
times-frac associate-/r*
pow1 cbrt-undiv diff-log div-exp
sub-neg flip3-- frac-2neg prod-exp clear-num sum-log flip-- cbrt-unprod div-inv associate-/l* associate--r+ distribute-lft-out-- difference-of-squares
Counts
2 → 37
Calls
2 calls:
30.0ms
(- x (+ (* 1.0 (/ (* z y) t)) (/ (log 1.0) t)))
4.0ms
(/ (* z y) t)

series105.0ms

Counts
2 → 6
Calls
2 calls:
85.0ms
(- x (+ (* 1.0 (/ (* z y) t)) (/ (log 1.0) t)))
20.0ms
(/ (* z y) t)

simplify979.0ms

Counts
43 → 43
Iterations

Useful iterations: 2 (56.0ms)

IterNodesCost
086587
1205564
2652506
32832506
done5000506

prune141.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 3.4b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(- x (+ (* 1.0 (* (* z y) (/ 1 t))) (/ (log 1.0) t)))
5.0b
(* (* z y) (/ 1 t))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
24×add-exp-log
14×add-cbrt-cube
13×associate-*r*
12×prod-exp
11×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt times-frac
pow1 add-log-exp
cbrt-unprod
div-exp
pow-prod-down
cbrt-undiv rec-exp diff-log 1-exp
sub-neg flip3-- associate-*r/ associate-*l* sum-log un-div-inv *-commutative flip-- div-inv associate--r+ distribute-lft-out-- difference-of-squares
Counts
2 → 54
Calls
2 calls:
79.0ms
(- x (+ (* 1.0 (* (* z y) (/ 1 t))) (/ (log 1.0) t)))
11.0ms
(* (* z y) (/ 1 t))

series109.0ms

Counts
2 → 6
Calls
2 calls:
87.0ms
(- x (+ (* 1.0 (* (* z y) (/ 1 t))) (/ (log 1.0) t)))
20.0ms
(* (* z y) (/ 1 t))

simplify2.5s

Counts
60 → 60
Iterations

Useful iterations: 2 (127.0ms)

IterNodesCost
0125862
1349691
21044595
34468595
done5001595

prune123.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 3.4b

regimes521.0ms

Accuracy

53.5% (6.1b remaining)

Error of 9.8b against oracle of 3.7b and baseline of 16.8b

bsearch2.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
03779
14879
done4879

end0.0ms

sample3.3s

Algorithm
intervals
Results
948.0ms1406×body1280valid
735.0ms1490×body10240exit
469.0ms1612×body640valid
213.0ms3515×body80valid
163.0ms903×body320valid
108.0ms84×body2560valid
86.0ms2485×body80nan
55.0ms502×body160valid
53.0ms264×body640nan
30.0ms104×body1280nan
25.0ms197×body320nan
9.0ms115×body160nan