Details

Time bar (total: 14.2s)

sample34.0ms

Algorithm
intervals
Results
10.0ms246×body80valid
2.0ms10×body1280valid
2.0ms18×body320valid
2.0ms13×body640valid
1.0msbody160valid

simplify1.2s

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.9b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
3.3b
(+ x (* (- y z) (/ (- t x) (- a z))))
5.2b
(* (- y z) (/ (- t x) (- a z)))

rewrite159.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 119
Calls
3 calls:
47.0ms
(/ (- t x) (- a z))
16.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
87.0ms
(* (- y z) (/ (- t x) (- a z)))

series516.0ms

Counts
3 → 9
Calls
3 calls:
85.0ms
(/ (- t x) (- a z))
236.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
195.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify699.0ms

Counts
128 → 128

prune477.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 2.4b

localize14.0ms

Local error

Found 3 expressions with local error:

0.2b
(* (- t x) (/ 1 (- a z)))
4.3b
(+ x (* (- y z) (* (- t x) (/ 1 (- a z)))))
5.2b
(* (- y z) (* (- t x) (/ 1 (- a z))))

rewrite185.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
27×add-exp-log
25×*-un-lft-identity
22×associate-*r*
20×frac-times
17×times-frac add-cbrt-cube
16×flip3-- flip--
14×add-cube-cbrt
13×prod-exp
10×pow1 associate-*r/ associate-*l* associate-*l/
cbrt-unprod
distribute-lft-out-- add-log-exp difference-of-squares
div-exp pow-prod-down un-div-inv
unswap-sqr
cbrt-undiv rec-exp 1-exp associate-/r/ *-commutative
+-commutative flip3-+ sum-log flip-+ div-inv
Counts
3 → 105
Calls
3 calls:
59.0ms
(* (- t x) (/ 1 (- a z)))
13.0ms
(+ x (* (- y z) (* (- t x) (/ 1 (- a z)))))
107.0ms
(* (- y z) (* (- t x) (/ 1 (- a z))))

series536.0ms

Counts
3 → 9
Calls
3 calls:
96.0ms
(* (- t x) (/ 1 (- a z)))
262.0ms
(+ x (* (- y z) (* (- t x) (/ 1 (- a z)))))
178.0ms
(* (- y z) (* (- t x) (/ 1 (- a z))))

simplify1.1s

Counts
114 → 114

prune476.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 2.4b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
3.3b
(+ x (* (- y z) (/ (- t x) (- a z))))
5.2b
(* (- y z) (/ (- t x) (- a z)))

rewrite136.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 119
Calls
3 calls:
36.0ms
(/ (- t x) (- a z))
10.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
85.0ms
(* (- y z) (/ (- t x) (- a z)))

series514.0ms

Counts
3 → 9
Calls
3 calls:
94.0ms
(/ (- t x) (- a z))
235.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
185.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify803.0ms

Counts
128 → 128

prune447.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 2.4b

localize21.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- t x))
0.5b
(cbrt (- t x))
5.2b
(* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z))))
9.9b
(+ x (* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z)))))

rewrite446.0ms

Algorithm
rewrite-expression-head
Rules
82×frac-times
76×cbrt-div
56×flip3-- flip--
38×associate-*l/
32×associate-*r/
22×add-exp-log
16×add-cbrt-cube
13×pow1 add-sqr-sqrt *-un-lft-identity
11×prod-exp cbrt-unprod
10×cbrt-prod
add-cube-cbrt
pow-prod-down add-log-exp
associate-*l*
distribute-lft-out-- difference-of-squares
cbrt-undiv pow1/3 div-exp
+-commutative flip3-+ associate-*r* sum-log *-commutative flip-+
Counts
4 → 121
Calls
4 calls:
9.0ms
(cbrt (- t x))
8.0ms
(cbrt (- t x))
398.0ms
(* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z))))
14.0ms
(+ x (* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z)))))

series938.0ms

Counts
4 → 12
Calls
4 calls:
215.0ms
(cbrt (- t x))
268.0ms
(cbrt (- t x))
190.0ms
(* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z))))
264.0ms
(+ x (* (- y z) (* (* (cbrt (- t x)) (cbrt (- t x))) (/ (cbrt (- t x)) (- a z)))))

simplify1.6s

Counts
133 → 133

prune795.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 2.4b

regimes528.0ms

Accuracy

-45% (15.5b remaining)

Error of 19.5b against oracle of 4.0b and baseline of 14.7b

bsearch3.0ms

simplify589.0ms

end0.0ms

sample1.9s

Algorithm
intervals
Results
976.0ms7828×body80valid
104.0ms279×body1280valid
95.0ms462×body640valid
69.0ms413×body320valid
61.0ms268×body160valid
4.0ms13×body2560valid