Details

Time bar (total: 22.2s)

sample31.0ms

Algorithm
intervals
Results
16.0ms278×body80valid

simplify4.4s

Counts
1 → 1
Iterations
IterNodes
done5000
214733
204431
194132
183790
173489
163146
152840
142378
131801
121283
11859
10585
9413
8338
7257
6204
5146
495
352
230
117
010

prune31.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- a t))
2.6b
(fma (/ y (- a t)) (- z t) x)

rewrite11.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt *-un-lft-identity
15×times-frac
12×add-cube-cbrt
associate-/r*
add-cbrt-cube add-exp-log distribute-lft-out-- difference-of-squares
associate-/l*
expm1-log1p-u pow1 associate-/r/ log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg flip3-- div-exp fma-udef div-inv flip--
Counts
2 → 49
Calls
2 calls:
9.0ms
(/ y (- a t))
0.0ms
(fma (/ y (- a t)) (- z t) x)

series275.0ms

Counts
2 → 6
Calls
2 calls:
40.0ms
(/ y (- a t))
235.0ms
(fma (/ y (- a t)) (- z t) x)

simplify1.4s

Counts
55 → 55
Iterations
IterNodes
done5001
31234
2443
1173
092

prune417.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) y)
0.9b
(/ 1 (/ (- a t) y))
2.6b
(fma (/ 1 (/ (- a t) y)) (- z t) x)

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
132×times-frac
101×add-sqr-sqrt *-un-lft-identity
69×add-cube-cbrt
22×associate-/r*
16×add-exp-log distribute-lft-out-- difference-of-squares
10×add-cbrt-cube
div-exp associate-/l*
div-inv
pow1 cbrt-undiv
expm1-log1p-u log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp associate-/l/
flip3-- div-sub associate-/r/ fma-udef pow-flip flip-- inv-pow
Counts
3 → 152
Calls
3 calls:
27.0ms
(/ (- a t) y)
14.0ms
(/ 1 (/ (- a t) y))
0.0ms
(fma (/ 1 (/ (- a t) y)) (- z t) x)

series499.0ms

Counts
3 → 9
Calls
3 calls:
42.0ms
(/ (- a t) y)
131.0ms
(/ 1 (/ (- a t) y))
325.0ms
(fma (/ 1 (/ (- a t) y)) (- z t) x)

simplify2.2s

Counts
161 → 161
Iterations
IterNodes
done5002
33207
21138
1510
0210

prune821.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.3b
(/ (/ 1 (- a t)) (/ 1 y))
2.6b
(fma (/ (/ 1 (- a t)) (/ 1 y)) (- z t) x)

rewrite102.0ms

Algorithm
rewrite-expression-head
Rules
696×times-frac
385×add-sqr-sqrt *-un-lft-identity
293×add-cube-cbrt
47×add-exp-log
46×distribute-lft-out-- difference-of-squares
38×div-inv
34×div-exp
31×associate-/r/
24×associate-/l*
18×associate-/r*
17×add-cbrt-cube
15×flip3-- flip--
cbrt-undiv rec-exp 1-exp
pow1
expm1-log1p-u log1p-expm1-u add-log-exp
clear-num frac-2neg
fma-udef pow-flip inv-pow associate-/l/
Counts
3 → 394
Calls
3 calls:
13.0ms
(/ 1 (- a t))
60.0ms
(/ (/ 1 (- a t)) (/ 1 y))
1.0ms
(fma (/ (/ 1 (- a t)) (/ 1 y)) (- z t) x)

series503.0ms

Counts
3 → 9
Calls
3 calls:
80.0ms
(/ 1 (- a t))
113.0ms
(/ (/ 1 (- a t)) (/ 1 y))
309.0ms
(fma (/ (/ 1 (- a t)) (/ 1 y)) (- z t) x)

simplify3.2s

Counts
403 → 403
Iterations
IterNodes
done5003
23705
11713
0550

prune1.5s

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0.0b

localize88.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (/ 1 (- a t)))
0.6b
(cbrt (/ 1 (- a t)))
0.6b
(cbrt (/ 1 (- a t)))
2.6b
(fma (* (* (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (- z t) x)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
63×cbrt-prod
49×add-sqr-sqrt *-un-lft-identity
45×times-frac
31×add-cube-cbrt
distribute-lft-out-- difference-of-squares
associate-/r/
expm1-log1p-u pow1 add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
cbrt-div flip3-- pow1/3 div-inv flip--
fma-udef
Counts
4 → 106
Calls
4 calls:
10.0ms
(cbrt (/ 1 (- a t)))
9.0ms
(cbrt (/ 1 (- a t)))
6.0ms
(cbrt (/ 1 (- a t)))
1.0ms
(fma (* (* (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (- z t) x)

series1.1s

Counts
4 → 12
Calls
4 calls:
223.0ms
(cbrt (/ 1 (- a t)))
264.0ms
(cbrt (/ 1 (- a t)))
226.0ms
(cbrt (/ 1 (- a t)))
371.0ms
(fma (* (* (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (/ (cbrt (/ 1 (- a t))) (cbrt (/ 1 y)))) (- z t) x)

simplify2.0s

Counts
118 → 118
Iterations
IterNodes
done5000
31449
2522
1257
0144

prune1.0s

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 0.0b

regimes948.0ms

Accuracy

86.6% (0.4b remaining)

Error of 0.5b against oracle of 0.0b and baseline of 3.3b

bsearch3.0ms

simplify8.0ms

Iterations
IterNodes
done28
128
024

end0.0ms

sample1.5s

Algorithm
intervals
Results
971.0ms8776×body80valid
0.0msbody320valid