Details

Time bar (total: 15.5s)

sample37.0ms

Algorithm
intervals
Results
14.0ms272×body80valid

simplify801.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01011
11711
23511
36011
49611
514011
616311
718011
820211
924711
1032711
1136511
1239911
1340511
1440711
done40711

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 10.6b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ (* (- y z) t) (- a z)))
0.0b
(* (- y z) t)
10.5b
(/ (* (- y z) t) (- a z))

rewrite76.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity
10×add-exp-log add-cbrt-cube
add-cube-cbrt
pow1 times-frac associate-*l* associate-/r* add-log-exp
associate-*l/
flip3-- associate-*r* flip-- distribute-lft-out-- difference-of-squares
cbrt-undiv div-exp prod-exp associate-/r/ cbrt-unprod associate-/l/
+-commutative frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 63
Calls
3 calls:
21.0ms
(+ x (/ (* (- y z) t) (- a z)))
29.0ms
(* (- y z) t)
23.0ms
(/ (* (- y z) t) (- a z))

series211.0ms

Counts
3 → 9
Calls
3 calls:
95.0ms
(+ x (/ (* (- y z) t) (- a z)))
34.0ms
(* (- y z) t)
82.0ms
(/ (* (- y z) t) (- a z))

simplify1.2s

Counts
72 → 72
Iterations

Useful iterations: 2 (189.0ms)

IterNodesCost
0124812
1325763
21263685
done5001685

prune228.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- a z))
0.5b
(cbrt (- a z))
0.6b
(* (cbrt (- a z)) (cbrt (- a z)))
4.5b
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z))))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
75×add-sqr-sqrt
57×*-un-lft-identity
55×cbrt-prod
38×associate-*r*
36×times-frac
31×add-cube-cbrt
30×cbrt-div
27×add-exp-log
25×associate-*l*
18×add-cbrt-cube
15×flip3-- flip--
13×pow1
12×distribute-lft-out--
10×swap-sqr associate-/r/ difference-of-squares unswap-sqr
frac-times prod-exp cbrt-unprod
pow1/3
cbrt-undiv div-exp
associate-*r/ associate-*l/
add-log-exp
pow-prod-down
pow-sqr *-commutative pow-prod-up div-inv
pow2 pow-plus
Counts
4 → 163
Calls
4 calls:
4.0ms
(cbrt (- a z))
4.0ms
(cbrt (- a z))
42.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
123.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z))))

series697.0ms

Counts
4 → 12
Calls
4 calls:
181.0ms
(cbrt (- a z))
194.0ms
(cbrt (- a z))
175.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
147.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (/ t (cbrt (- a z))))

simplify1.2s

Counts
175 → 175
Iterations

Useful iterations: done (1.1s)

IterNodesCost
02633146
16862971
226572569
done50002437

prune579.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0b

localize50.0ms

Local error

Found 4 expressions with local error:

2.1b
(* (cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z))))) (/ t (cbrt (- a z))))
2.5b
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
2.5b
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
2.5b
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))

rewrite220.0ms

Algorithm
rewrite-expression-head
Rules
92×cbrt-prod
66×add-sqr-sqrt
55×cbrt-div
53×times-frac
42×*-un-lft-identity
34×associate-/r/
30×associate-*r*
28×add-cube-cbrt
25×flip3-- flip--
20×associate-*l*
17×frac-times
add-exp-log associate-*r/ associate-*l/ unswap-sqr
distribute-lft-out-- difference-of-squares
pow1 add-cbrt-cube
div-inv
add-log-exp
pow1/3
prod-exp cbrt-unprod
cbrt-undiv div-exp pow-prod-down *-commutative
Counts
4 → 153
Calls
4 calls:
114.0ms
(* (cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z))))) (/ t (cbrt (- a z))))
29.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
35.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
29.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))

series3.5s

Counts
4 → 12
Calls
4 calls:
2.0s
(* (cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z))))) (/ t (cbrt (- a z))))
521.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
502.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))
485.0ms
(cbrt (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))))

simplify2.2s

Counts
165 → 165
Iterations

Useful iterations: done (2.2s)

IterNodesCost
02674131
16194030
215673890
341593828
done50003774

prune998.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* (- y z) (/ t (- a z))))
0.0b
(/ t (- a z))
10.7b
(* (- y z) (/ t (- a z)))

rewrite90.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
39×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
21×associate-*r*
10×add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1 associate-*l* associate-/r* add-log-exp
flip3-- associate-/r/ flip--
associate-/l*
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative frac-2neg flip3-+ associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 94
Calls
3 calls:
9.0ms
(+ x (* (- y z) (/ t (- a z))))
19.0ms
(/ t (- a z))
58.0ms
(* (- y z) (/ t (- a z)))

series270.0ms

Counts
3 → 9
Calls
3 calls:
118.0ms
(+ x (* (- y z) (/ t (- a z))))
54.0ms
(/ t (- a z))
98.0ms
(* (- y z) (/ t (- a z)))

simplify1.2s

Counts
103 → 103
Iterations

Useful iterations: 2 (264.0ms)

IterNodesCost
01541213
13621138
213251060
done50011060

prune297.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 0b

regimes336.0ms

Accuracy

51.7% (0.8b remaining)

Error of 0.9b against oracle of 0.0b and baseline of 1.8b

bsearch1.0ms

simplify6.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02259
13049
done3049

end0.0ms

sample1.2s

Algorithm
intervals
Results
541.0ms8720×body80valid
0.0msbody1280valid
0.0msbody160valid