Details

Time bar (total: 20.2s)

sample40.0ms

Algorithm
intervals
Results
23.0ms278×body80valid

simplify4.2s

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

prune16.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize14.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- a t))
2.8b
(fma (/ y (- a t)) (- z t) x)

rewrite14.0ms

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/ insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg flip3-- div-exp fma-udef div-inv flip--
Counts
2 → 51
Calls
2 calls:
9.0ms
(/ y (- a t))
4.0ms
(fma (/ y (- a t)) (- z t) x)

series322.0ms

Counts
2 → 6
Calls
2 calls:
46.0ms
(/ y (- a t))
276.0ms
(fma (/ y (- a t)) (- z t) x)

simplify1.7s

Counts
57 → 57
Iterations
IterNodes
done5002
31379
2448
1175
094

prune372.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (/ y (- a t)) (- z t)) x)
0.0b
(/ y (- a t))
9.6b
(* (/ y (- a t)) (- z t))

rewrite78.0ms

Algorithm
rewrite-expression-head
Rules
68×add-sqr-sqrt
63×*-un-lft-identity
47×add-cube-cbrt
36×prod-diff
31×times-frac
22×distribute-rgt-in associate-+l+ distribute-lft-in
21×associate-*l*
10×add-cbrt-cube add-exp-log
distribute-lft-out-- difference-of-squares
pow1 associate-/r* associate-*r* add-log-exp
sub-neg flip3-- associate-/r/ flip--
expm1-log1p-u insert-posit16 log1p-expm1-u associate-/l*
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 148
Calls
3 calls:
20.0ms
(+ (* (/ y (- a t)) (- z t)) x)
9.0ms
(/ y (- a t))
45.0ms
(* (/ y (- a t)) (- z t))

series630.0ms

Counts
3 → 9
Calls
3 calls:
355.0ms
(+ (* (/ y (- a t)) (- z t)) x)
42.0ms
(/ y (- a t))
233.0ms
(* (/ y (- a t)) (- z t))

simplify1.7s

Counts
157 → 157
Iterations
IterNodes
done5000
21691
1630
0229

prune982.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* y (/ (- z t) (- a t))) x)
0.0b
(/ (- z t) (- a t))
2.9b
(* y (/ (- z t) (- a t)))

rewrite91.0ms

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/
expm1-log1p-u flip3-- associate-*l* insert-posit16 log1p-expm1-u flip--
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 123
Calls
3 calls:
27.0ms
(+ (* y (/ (- z t) (- a t))) x)
16.0ms
(/ (- z t) (- a t))
43.0ms
(* y (/ (- z t) (- a t)))

series327.0ms

Counts
3 → 9
Calls
3 calls:
136.0ms
(+ (* y (/ (- z t) (- a t))) x)
80.0ms
(/ (- z t) (- a t))
111.0ms
(* y (/ (- z t) (- a t)))

simplify1.8s

Counts
132 → 132
Iterations
IterNodes
done5005
21387
1457
0171

prune678.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* y (/ 1 (/ (- a t) (- z t)))) x)
0.0b
(/ (- a t) (- z t))
0.2b
(/ 1 (/ (- a t) (- z t)))
2.9b
(* y (/ 1 (/ (- a t) (- z t))))

rewrite123.0ms

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
expm1-log1p-u rec-exp 1-exp insert-posit16 log1p-expm1-u
associate-*l* cbrt-unprod
clear-num frac-2neg associate-/l/
+-commutative sum-log fma-def flip3-+ div-sub pow-prod-down associate-*r/ un-div-inv *-commutative flip-+ pow-flip inv-pow
Counts
4 → 351
Calls
4 calls:
17.0ms
(+ (* y (/ 1 (/ (- a t) (- z t)))) x)
30.0ms
(/ (- a t) (- z t))
31.0ms
(/ 1 (/ (- a t) (- z t)))
37.0ms
(* y (/ 1 (/ (- a t) (- z t))))

series898.0ms

Counts
4 → 12
Calls
4 calls:
431.0ms
(+ (* y (/ 1 (/ (- a t) (- z t)))) x)
76.0ms
(/ (- a t) (- z t))
181.0ms
(/ 1 (/ (- a t) (- z t)))
210.0ms
(* y (/ 1 (/ (- a t) (- z t))))

simplify2.4s

Counts
363 → 363
Iterations
IterNodes
done5003
22939
11094
0385

prune1.5s

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes432.0ms

Accuracy

83.1% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 1.4b

bsearch2.0ms

simplify8.0ms

Iterations
IterNodes
done28
128
022

end0.0ms

sample1.8s

Algorithm
intervals
Results
930.0ms8730×body80valid
0.0msbody640valid