Details

Time bar (total: 12.8s)

sample56.0ms

Algorithm
intervals
Results
25.0ms356×body80valid

simplify1.4s

Counts
1 → 1
Iterations
IterNodes
done5000
72538
6794
5305
4145
393
254
124
011

prune17.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.9b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
0.2b
(* (* z 3.0) y)
0.2b
(/ y (* z 3.0))
6.8b
(/ t (* (* z 3.0) y))

rewrite128.0ms

Algorithm
rewrite-expression-head
Rules
23×add-cbrt-cube add-exp-log
14×*-un-lft-identity
add-sqr-sqrt pow1 add-cube-cbrt add-log-exp
prod-exp cbrt-unprod
times-frac associate-/l*
cbrt-undiv div-exp
associate-*r* pow-prod-down
associate-+l+ clear-num associate-/r* sum-log frac-2neg frac-add div-inv distribute-lft-out
+-commutative sub-neg flip3-+ flip3-- diff-log associate-*l* *-commutative associate-+l- flip-+ flip-- distribute-lft-out--
Counts
4 → 81
Calls
4 calls:
80.0ms
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
15.0ms
(* (* z 3.0) y)
10.0ms
(/ y (* z 3.0))
20.0ms
(/ t (* (* z 3.0) y))

series217.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
30.0ms
(* (* z 3.0) y)
33.0ms
(/ y (* z 3.0))
50.0ms
(/ t (* (* z 3.0) y))

simplify1.1s

Counts
93 → 93
Iterations
IterNodes
done5001
22422
1408
0149

prune547.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ y (* z 3.0))
0.2b
(/ (* z 3.0) t)
0.5b
(/ 1 (* (/ (* z 3.0) t) y))
3.3b
(* (/ (* z 3.0) t) y)

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
57×add-exp-log
37×add-cbrt-cube
20×div-exp
18×prod-exp
15×add-sqr-sqrt
13×*-un-lft-identity add-cube-cbrt
12×cbrt-undiv times-frac
10×cbrt-unprod
pow1
associate-*l* associate-/l*
associate-/r*
rec-exp 1-exp div-inv add-log-exp
clear-num frac-2neg associate-*r*
pow-prod-down associate-*l/ pow-flip
associate-/r/ *-commutative inv-pow unswap-sqr
Counts
4 → 106
Calls
4 calls:
6.0ms
(/ y (* z 3.0))
8.0ms
(/ (* z 3.0) t)
39.0ms
(/ 1 (* (/ (* z 3.0) t) y))
18.0ms
(* (/ (* z 3.0) t) y)

series141.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(/ y (* z 3.0))
31.0ms
(/ (* z 3.0) t)
41.0ms
(/ 1 (* (/ (* z 3.0) t) y))
39.0ms
(* (/ (* z 3.0) t) y)

simplify1.5s

Counts
118 → 118
Iterations
IterNodes
done5001
22426
1422
0156

prune676.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0b

localize30.0ms

Local error

Found 4 expressions with local error:

0.2b
(* z (/ 3.0 t))
0.2b
(/ y (* z 3.0))
0.5b
(/ 1 (* (* z (/ 3.0 t)) y))
3.3b
(* (* z (/ 3.0 t)) y)

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
57×add-exp-log
37×add-cbrt-cube
23×prod-exp
22×add-sqr-sqrt
17×pow1 *-un-lft-identity add-cube-cbrt
16×times-frac associate-*r*
15×div-exp
13×cbrt-unprod
cbrt-undiv
pow-prod-down
associate-/l*
rec-exp 1-exp associate-*l* add-log-exp
associate-*r/ div-inv pow-flip
clear-num associate-/r* frac-2neg associate-*l/ *-commutative unswap-sqr
associate-/r/ inv-pow
Counts
4 → 112
Calls
4 calls:
11.0ms
(* z (/ 3.0 t))
9.0ms
(/ y (* z 3.0))
68.0ms
(/ 1 (* (* z (/ 3.0 t)) y))
27.0ms
(* (* z (/ 3.0 t)) y)

series121.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(* z (/ 3.0 t))
27.0ms
(/ y (* z 3.0))
35.0ms
(/ 1 (* (* z (/ 3.0 t)) y))
35.0ms
(* (* z (/ 3.0 t)) y)

simplify1.1s

Counts
124 → 124
Iterations
IterNodes
done5001
22448
1491
0176

prune690.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (* z 3.0) t)
0.3b
(* (/ 1 z) (/ y 3.0))
0.5b
(/ 1 (* (/ (* z 3.0) t) y))
3.3b
(* (/ (* z 3.0) t) y)

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
74×add-exp-log
44×add-sqr-sqrt add-cbrt-cube
34×times-frac
27×*-un-lft-identity
26×div-exp
25×prod-exp add-cube-cbrt
20×associate-*l*
16×associate-*r*
14×cbrt-undiv
13×cbrt-unprod
11×pow1
unswap-sqr
rec-exp 1-exp
div-inv
associate-/r* associate-/l* add-log-exp
pow-prod-down associate-*l/
clear-num frac-2neg *-commutative pow-flip
frac-times associate-*r/ associate-/r/ inv-pow
Counts
4 → 141
Calls
4 calls:
8.0ms
(/ (* z 3.0) t)
24.0ms
(* (/ 1 z) (/ y 3.0))
55.0ms
(/ 1 (* (/ (* z 3.0) t) y))
30.0ms
(* (/ (* z 3.0) t) y)

series155.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(/ (* z 3.0) t)
31.0ms
(* (/ 1 z) (/ y 3.0))
44.0ms
(/ 1 (* (/ (* z 3.0) t) y))
45.0ms
(* (/ (* z 3.0) t) y)

simplify1.6s

Counts
153 → 153
Iterations
IterNodes
done5000
24336
1702
0225

prune877.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes537.0ms

Accuracy

57.4% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 1.7b

bsearch1.0ms

simplify3.0ms

Iterations
IterNodes
done38
138
029

end0.0ms

sample1.6s

Algorithm
intervals
Results
817.0ms11017×body80valid