Details

Time bar (total: 13.4s)

sample49.0ms

Algorithm
intervals
Results
17.0ms281×body80valid

simplify1.3s

Counts
1 → 1
Iterations
IterNodes
done5000
112304
10835
9508
8366
7295
6258
5156
495
355
234
120
010

prune14.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
0.0b
(+ x (* y (/ (- z t) (- a t))))
2.1b
(* y (/ (- z t) (- a t)))

rewrite100.0ms

Algorithm
rewrite-expression-head
Rules
76×add-sqr-sqrt
71×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
22×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* associate-/l* add-log-exp
associate-/r/
flip3-- associate-*l* flip--
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 113
Calls
3 calls:
21.0ms
(/ (- z t) (- a t))
9.0ms
(+ x (* y (/ (- z t) (- a t))))
65.0ms
(* y (/ (- z t) (- a t)))

series268.0ms

Counts
3 → 9
Calls
3 calls:
62.0ms
(/ (- z t) (- a t))
108.0ms
(+ x (* y (/ (- z t) (- a t))))
98.0ms
(* y (/ (- z t) (- a t)))

simplify713.0ms

Counts
122 → 122
Iterations
IterNodes
done5001
21782
1446
0162

prune691.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a t) (- z t))
0.0b
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
0.5b
(/ 1 (/ (- a t) (- z t)))
2.1b
(* y (/ 1 (/ (- a t) (- z t))))

rewrite185.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
336×add-sqr-sqrt
324×*-un-lft-identity
158×add-cube-cbrt
98×associate-*r*
82×distribute-lft-out-- difference-of-squares
36×associate-/r* add-exp-log
20×add-cbrt-cube
18×associate-/r/
15×div-exp
10×div-inv
flip3-- flip--
associate-/l*
pow1 cbrt-undiv prod-exp
add-log-exp
unswap-sqr
rec-exp 1-exp
associate-*l* cbrt-unprod
clear-num frac-2neg associate-/l/
+-commutative sum-log flip3-+ div-sub pow-prod-down associate-*r/ un-div-inv *-commutative flip-+ pow-flip inv-pow
Counts
4 → 338
Calls
4 calls:
28.0ms
(/ (- a t) (- z t))
7.0ms
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
32.0ms
(/ 1 (/ (- a t) (- z t)))
81.0ms
(* y (/ 1 (/ (- a t) (- z t))))

series580.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(/ (- a t) (- z t))
140.0ms
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
164.0ms
(/ 1 (/ (- a t) (- z t)))
201.0ms
(* y (/ 1 (/ (- a t) (- z t))))

simplify507.0ms

Counts
350 → 350
Iterations
IterNodes
done5001
11097
0373

prune1.4s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt y)
0.5b
(cbrt y)
1.0b
(* (* (cbrt y) (cbrt y)) (* (cbrt y) (/ (- z t) (- a t))))
1.4b
(* (cbrt y) (/ (- z t) (- a t)))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
49×add-sqr-sqrt
39×*-un-lft-identity
32×associate-*r*
30×add-exp-log
27×times-frac
19×add-cube-cbrt
18×pow1 add-cbrt-cube
15×prod-exp cbrt-unprod
11×cbrt-prod
10×distribute-lft-out-- difference-of-squares
pow-prod-down
associate-*l*
add-log-exp unswap-sqr
cbrt-undiv div-exp associate-*r/
pow1/3 associate-/r/ *-commutative
flip3-- div-inv flip--
Counts
4 → 104
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
51.0ms
(* (* (cbrt y) (cbrt y)) (* (cbrt y) (/ (- z t) (- a t))))
49.0ms
(* (cbrt y) (/ (- z t) (- a t)))

series732.0ms

Counts
4 → 12
Calls
4 calls:
204.0ms
(cbrt y)
199.0ms
(cbrt y)
121.0ms
(* (* (cbrt y) (cbrt y)) (* (cbrt y) (/ (- z t) (- a t))))
208.0ms
(* (cbrt y) (/ (- z t) (- a t)))

simplify1.8s

Counts
116 → 116
Iterations
IterNodes
done5001
22639
1415
0149

prune637.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- a t))
0.0b
(+ x (* (/ y (- a t)) (- z t)))
10.4b
(* (/ y (- a t)) (- z t))

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
39×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
21×associate-*l*
10×add-cbrt-cube add-exp-log
distribute-lft-out-- difference-of-squares
pow1 associate-/r* associate-*r* add-log-exp
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in flip3-- associate-/r/ flip--
associate-/l*
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 102
Calls
3 calls:
9.0ms
(/ y (- a t))
5.0ms
(+ x (* (/ y (- a t)) (- z t)))
38.0ms
(* (/ y (- a t)) (- z t))

series350.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(/ y (- a t))
134.0ms
(+ x (* (/ y (- a t)) (- z t)))
167.0ms
(* (/ y (- a t)) (- z t))

simplify890.0ms

Counts
111 → 111
Iterations
IterNodes
done5001
21801
1433
0166

prune678.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes688.0ms

Accuracy

-2.7% (1.4b remaining)

Error of 1.4b against oracle of 0.0b and baseline of 1.4b

bsearch74.0ms

Steps
ItersRangePoint
8
4.9564136056538495e-85
2.304535816897587e-82
6.273265383924108e-85
5
8.307811047865195e-178
1.7119659498383211e-177
1.1445793545976985e-177

simplify9.0ms

Iterations
IterNodes
done45
345
242
138
025

end0.0ms

sample1.6s

Algorithm
intervals
Results
493.0ms8720×body80valid
1.0msbody1280valid
0.0msbody320valid