Details

Time bar (total: 16.0s)

sample27.0ms

Algorithm
intervals
Results
10.0ms272×body80valid

simplify2.7s

Counts
1 → 1
Iterations
IterNodes
done5001
61738
5555
4198
384
240
119
010

prune14.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.8b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(- 1.0 (/ x (* (- y t) (- y z))))
0.0b
(* (- y t) (- y z))
8.3b
(/ x (* (- y t) (- y z)))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
63×prod-diff
49×add-sqr-sqrt
47×*-un-lft-identity
41×add-cube-cbrt
32×associate-/r/
31×flip3-- flip--
20×frac-times
12×times-frac
11×distribute-rgt-in distribute-lft-in
10×add-cbrt-cube associate-*l/ associate-*r/ add-exp-log
pow1 associate-*r* associate-*l* add-log-exp
div-inv
expm1-log1p-u sub-neg fma-neg log1p-expm1-u associate-/l* distribute-lft-out-- difference-of-squares
cbrt-undiv div-exp prod-exp cbrt-unprod
clear-num associate-/r* frac-2neg diff-log pow-prod-down *-commutative unswap-sqr
Counts
3 → 149
Calls
3 calls:
29.0ms
(- 1.0 (/ x (* (- y t) (- y z))))
50.0ms
(* (- y t) (- y z))
19.0ms
(/ x (* (- y t) (- y z)))

series211.0ms

Counts
3 → 9
Calls
3 calls:
93.0ms
(- 1.0 (/ x (* (- y t) (- y z))))
32.0ms
(* (- y t) (- y z))
85.0ms
(/ x (* (- y t) (- y z)))

simplify1.7s

Counts
158 → 158
Iterations
IterNodes
done5000
24434
1798
0311

prune756.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ 1.0 (- (/ (/ x (- y t)) (- y z))))
2.0b
(/ (/ x (- y t)) (- y z))

rewrite209.0ms

Algorithm
rewrite-expression-head
Rules
195×times-frac
163×*-un-lft-identity
159×add-sqr-sqrt
79×add-cube-cbrt
40×distribute-lft-out-- difference-of-squares
21×associate-/l*
14×associate-/r/
flip3-- add-cbrt-cube add-exp-log div-inv flip--
add-log-exp
associate-/r*
cbrt-undiv fma-def div-exp
expm1-log1p-u pow1 sum-log log1p-expm1-u distribute-lft-out
neg-sub0 +-commutative clear-num associate-+r- distribute-rgt-neg-in frac-2neg flip3-+ unsub-neg neg-log flip-+ associate-/l/
Counts
2 → 172
Calls
2 calls:
160.0ms
(+ 1.0 (- (/ (/ x (- y t)) (- y z))))
36.0ms
(/ (/ x (- y t)) (- y z))

series182.0ms

Counts
2 → 6
Calls
2 calls:
95.0ms
(+ 1.0 (- (/ (/ x (- y t)) (- y z))))
87.0ms
(/ (/ x (- y t)) (- y z))

simplify963.0ms

Counts
178 → 178
Iterations
IterNodes
done5001
23044
1738
0290

prune741.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize29.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ 1.0 (- (* x (/ (/ 1 (- y t)) (- y z)))))
0.0b
(/ 1 (- y t))
0.2b
(/ (/ 1 (- y t)) (- y z))
7.6b
(* x (/ (/ 1 (- y t)) (- y z)))

rewrite173.0ms

Algorithm
rewrite-expression-head
Rules
395×times-frac
331×add-sqr-sqrt
322×*-un-lft-identity
159×add-cube-cbrt
111×associate-*r*
80×distribute-lft-out-- difference-of-squares
32×add-exp-log
28×associate-/r/
24×associate-/l*
20×add-cbrt-cube
14×flip3-- div-exp div-inv flip--
10×associate-/r*
add-log-exp
pow1 cbrt-undiv
prod-exp
expm1-log1p-u log1p-expm1-u unswap-sqr
rec-exp fma-def 1-exp associate-*l* cbrt-unprod
clear-num sum-log frac-2neg
neg-sub0 +-commutative associate-+r- flip3-+ unsub-neg pow-prod-down neg-log associate-*r/ *-commutative flip-+ pow-flip distribute-lft-out inv-pow associate-/l/
Counts
4 → 354
Calls
4 calls:
8.0ms
(+ 1.0 (- (* x (/ (/ 1 (- y t)) (- y z)))))
13.0ms
(/ 1 (- y t))
33.0ms
(/ (/ 1 (- y t)) (- y z))
92.0ms
(* x (/ (/ 1 (- y t)) (- y z)))

series319.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(+ 1.0 (- (* x (/ (/ 1 (- y t)) (- y z)))))
38.0ms
(/ 1 (- y t))
87.0ms
(/ (/ 1 (- y t)) (- y z))
91.0ms
(* x (/ (/ 1 (- y t)) (- y z)))

simplify822.0ms

Counts
366 → 366
Iterations
IterNodes
done5001
11150
0393

prune1.4s

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(- 1.0 (/ (/ x (- y t)) (- y z)))
0.1b
(pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3)
2.0b
(/ (/ x (- y t)) (- y z))
6.2b
(cbrt (pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3))

rewrite418.0ms

Algorithm
rewrite-expression-head
Rules
750×times-frac
740×add-sqr-sqrt
705×*-un-lft-identity
399×add-cube-cbrt
333×prod-diff
163×difference-of-squares
153×distribute-lft-out--
50×associate-/r/
28×flip3-- flip--
25×div-inv
21×associate-/l*
20×cbrt-prod
14×unpow-prod-down cube-prod
10×add-cbrt-cube add-exp-log
add-log-exp
pow1 associate-/r*
cube-div expm1-log1p-u log1p-expm1-u
cbrt-undiv pow-unpow fma-neg div-exp
cube-mult cbrt-div unpow3 sqr-pow
pow-to-exp clear-num sub-neg pow-pow frac-2neg pow1/3 diff-log pow-exp rem-cbrt-cube rem-cube-cbrt associate-/l/
Counts
4 → 572
Calls
4 calls:
83.0ms
(- 1.0 (/ (/ x (- y t)) (- y z)))
121.0ms
(pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3)
39.0ms
(/ (/ x (- y t)) (- y z))
108.0ms
(cbrt (pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3))

series487.0ms

Counts
4 → 12
Calls
4 calls:
111.0ms
(- 1.0 (/ (/ x (- y t)) (- y z)))
176.0ms
(pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3)
95.0ms
(/ (/ x (- y t)) (- y z))
105.0ms
(cbrt (pow (- 1.0 (/ (/ x (- y t)) (- y z))) 3))

simplify941.0ms

Counts
584 → 584
Iterations
IterNodes
done5001
12558
0902

prune2.7s

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0b

regimes223.0ms

Accuracy

0% (0.2b remaining)

Error of 0.7b against oracle of 0.5b and baseline of 0.7b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done11
111
010

end0.0ms

sample913.0ms

Algorithm
intervals
Results
406.0ms8438×body80valid