Details

Time bar (total: 22.2s)

sample46.0ms

Algorithm
intervals
Results
18.0ms281×body80valid

simplify4.7s

Counts
1 → 1
Iterations
IterNodes
done5000
214813
204487
194229
183906
173648
163322
153006
142545
131903
121348
11863
10583
9411
8337
7254
6203
5147
496
353
231
118
010

prune27.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- z a))
4.1b
(fma (- z t) (/ y (- z a)) x)

rewrite12.0ms

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:
10.0ms
(/ y (- z a))
0.0ms
(fma (- z t) (/ y (- z a)) x)

series168.0ms

Counts
2 → 6
Calls
2 calls:
59.0ms
(/ y (- z a))
109.0ms
(fma (- z t) (/ y (- z a)) x)

simplify1.7s

Counts
55 → 55
Iterations
IterNodes
done5003
31267
2459
1177
092

prune499.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (- z t) (/ y (- z a))) x)
0.0b
(/ y (- z a))
9.4b
(* (- z t) (/ y (- z a)))

rewrite123.0ms

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-cbrt-cube add-exp-log
distribute-lft-out-- difference-of-squares
pow1 associate-/r* associate-*l* add-log-exp
flip3-- associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l*
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 101
Calls
3 calls:
40.0ms
(+ (* (- z t) (/ y (- z a))) x)
18.0ms
(/ y (- z a))
58.0ms
(* (- z t) (/ y (- z a)))

series228.0ms

Counts
3 → 9
Calls
3 calls:
105.0ms
(+ (* (- z t) (/ y (- z a))) x)
39.0ms
(/ y (- z a))
84.0ms
(* (- z t) (/ y (- z a)))

simplify1.7s

Counts
110 → 110
Iterations
IterNodes
done5006
21499
1408
0160

prune870.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- z a))
0.2b
(* y (/ 1 (- z a)))
4.1b
(fma (- z t) (* y (/ 1 (- z a))) x)

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
38×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-/r*
div-exp prod-exp associate-/r/
expm1-log1p-u associate-*l* log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv rec-exp flip3-- 1-exp cbrt-unprod div-inv flip--
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 99
Calls
3 calls:
17.0ms
(/ 1 (- z a))
48.0ms
(* y (/ 1 (- z a)))
1.0ms
(fma (- z t) (* y (/ 1 (- z a))) x)

series235.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(/ 1 (- z a))
72.0ms
(* y (/ 1 (- z a)))
95.0ms
(fma (- z t) (* y (/ 1 (- z a))) x)

simplify3.8s

Counts
108 → 108
Iterations
IterNodes
done5000
44961
31896
2807
1303
0132

prune717.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- z t))
0.5b
(cbrt (- z t))
3.9b
(* (cbrt (- z t)) (/ y (- z a)))
5.6b
(* (* (cbrt (- z t)) (cbrt (- z t))) (* (cbrt (- z t)) (/ y (- z a))))

rewrite220.0ms

Algorithm
rewrite-expression-head
Rules
116×cbrt-div
84×frac-times
59×flip3-- flip--
40×associate-*l/
39×add-sqr-sqrt
30×add-exp-log
29×*-un-lft-identity
27×associate-*r/
22×associate-*r*
18×pow1 add-cbrt-cube
17×cbrt-prod times-frac add-cube-cbrt
15×prod-exp cbrt-unprod
associate-*l* pow-prod-down
distribute-lft-out-- difference-of-squares
expm1-log1p-u log1p-expm1-u add-log-exp unswap-sqr
cbrt-undiv div-exp
pow1/3 associate-/r/ *-commutative
div-inv
Counts
4 → 168
Calls
4 calls:
4.0ms
(cbrt (- z t))
5.0ms
(cbrt (- z t))
77.0ms
(* (cbrt (- z t)) (/ y (- z a)))
123.0ms
(* (* (cbrt (- z t)) (cbrt (- z t))) (* (cbrt (- z t)) (/ y (- z a))))

series1.3s

Counts
4 → 12
Calls
4 calls:
266.0ms
(cbrt (- z t))
285.0ms
(cbrt (- z t))
645.0ms
(* (cbrt (- z t)) (/ y (- z a)))
104.0ms
(* (* (cbrt (- z t)) (cbrt (- z t))) (* (cbrt (- z t)) (/ y (- z a))))

simplify2.2s

Counts
180 → 180
Iterations
IterNodes
done5001
22363
1844
0280

prune1.6s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

regimes793.0ms

Accuracy

82% (0.5b remaining)

Error of 0.6b against oracle of 0.0b and baseline of 3.1b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done35
135
026

end0.0ms

sample1.1s

Algorithm
intervals
Results
495.0ms8715×body80valid
0.0msbody320valid
0.0msbody1280valid