Details

Time bar (total: 15.5s)

sample31.0ms

Algorithm
intervals
Results
16.0ms276×body80valid

simplify4.1s

Counts
1 → 1
Iterations
IterNodes
done5000
184706
174374
164030
153643
143174
132610
121673
11892
10514
9408
8343
7276
6198
5139
494
358
233
117
010

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y z) (- a z))
2.2b
(fma t (/ (- y z) (- a z)) x)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 flip3-- associate-/r/ insert-posit16 log1p-expm1-u flip-- add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp fma-udef div-inv
Counts
2 → 66
Calls
2 calls:
16.0ms
(/ (- y z) (- a z))
0.0ms
(fma t (/ (- y z) (- a z)) x)

series152.0ms

Counts
2 → 6
Calls
2 calls:
60.0ms
(/ (- y z) (- a z))
92.0ms
(fma t (/ (- y z) (- a z)) x)

simplify1.6s

Counts
72 → 72
Iterations
IterNodes
done5004
32021
2655
1266
0115

prune385.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.2b
(* (- y z) (/ 1 (- a z)))
2.2b
(fma t (* (- y z) (/ 1 (- a z))) x)

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-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* associate-*l*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
frac-times cbrt-undiv rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 108
Calls
3 calls:
12.0ms
(/ 1 (- a z))
51.0ms
(* (- y z) (/ 1 (- a z)))
0.0ms
(fma t (* (- y z) (/ 1 (- a z))) x)

series244.0ms

Counts
3 → 9
Calls
3 calls:
53.0ms
(/ 1 (- a z))
74.0ms
(* (- y z) (/ 1 (- a z)))
117.0ms
(fma t (* (- y z) (/ 1 (- a z))) x)

simplify2.3s

Counts
117 → 117
Iterations
IterNodes
done5001
33708
21198
1355
0152

prune574.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 3 expressions with local error:

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

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt *-un-lft-identity
10×add-cbrt-cube add-exp-log
add-cube-cbrt
pow1 associate-/r* times-frac associate-*l* add-log-exp
associate-*l/
expm1-log1p-u fma-def flip3-- associate-*r* insert-posit16 log1p-expm1-u flip-- distribute-lft-out-- difference-of-squares
cbrt-undiv div-exp prod-exp associate-/r/ cbrt-unprod associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 75
Calls
3 calls:
18.0ms
(* (- y z) t)
17.0ms
(+ x (/ (* (- y z) t) (- a z)))
21.0ms
(/ (* (- y z) t) (- a z))

series253.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(* (- y z) t)
106.0ms
(+ x (/ (* (- y z) t) (- a z)))
98.0ms
(/ (* (- y z) t) (- a z))

simplify1.4s

Counts
84 → 84
Iterations
IterNodes
done5002
21174
1351
0133

prune452.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ t (- a z))
0.0b
(+ x (* (- y z) (/ t (- a z))))
10.6b
(* (- y z) (/ t (- a z)))

rewrite43.0ms

Algorithm
rewrite-expression-head
Rules
45×add-sqr-sqrt
40×*-un-lft-identity
31×times-frac
24×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 fma-def insert-posit16 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 frac-2neg flip3-+ pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 106
Calls
3 calls:
8.0ms
(/ t (- a z))
6.0ms
(+ x (* (- y z) (/ t (- a z))))
27.0ms
(* (- y z) (/ t (- a z)))

series281.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(/ t (- a z))
135.0ms
(+ x (* (- y z) (/ t (- a z))))
102.0ms
(* (- y z) (/ t (- a z)))

simplify1.5s

Counts
115 → 115
Iterations
IterNodes
done5001
21498
1405
0163

prune474.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes374.0ms

Accuracy

73.8% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 1.5b

bsearch1.0ms

simplify3.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.0s

Algorithm
intervals
Results
589.0ms8708×body80valid
0.0msbody1280valid
0.0msbody640valid