Details

Time bar (total: 1.3m)

sample62.0ms

Algorithm
intervals
Results
27.0ms310×body80valid
3.0ms12×body640valid
1.0msbody320valid
1.0msbody1280valid
0.0msbody160valid

simplify14.7s

Counts
1 → 1
Iterations
IterNodes
done5002
63019
51189
4515
3166
250
121
012

prune28.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.3b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ 2.0 3.0) z)
0.0b
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
0.0b
(* (- y x) 6.0)
0.3b
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

rewrite634.0ms

Algorithm
rewrite-expression-head
Rules
199×add-sqr-sqrt
195×prod-diff
191×*-un-lft-identity
185×add-cube-cbrt
146×times-frac
82×distribute-rgt-in associate-+r+ distribute-lft-in
16×div-inv
13×fma-neg
11×pow1 add-exp-log add-cbrt-cube
10×associate-*l/
associate-*r*
flip3-- flip-- add-log-exp
associate-*l*
sub-neg difference-of-squares
expm1-log1p-u frac-times pow-prod-down prod-exp cbrt-unprod log1p-expm1-u
fma-def distribute-lft-out--
associate-*r/ *-commutative
+-commutative flip3-+ diff-log sum-log flip-+ unswap-sqr
Counts
4 → 304
Calls
4 calls:
124.0ms
(- (/ 2.0 3.0) z)
52.0ms
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
61.0ms
(* (- y x) 6.0)
223.0ms
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

series370.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(- (/ 2.0 3.0) z)
116.0ms
(+ x (* (* (- y x) 6.0) (- (/ 2.0 3.0) z)))
57.0ms
(* (- y x) 6.0)
151.0ms
(* (* (- y x) 6.0) (- (/ 2.0 3.0) z))

simplify9.1s

Counts
316 → 316
Iterations
IterNodes
done5004
23211
11106
0400

prune1.9s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0b

localize64.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (cbrt x) (cbrt x))
0.6b
(cbrt x)
0.6b
(cbrt x)
0.6b
(cbrt x)

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity
11×pow1
pow1/3
add-exp-log swap-sqr associate-*r* associate-*l*
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 81
Calls
4 calls:
30.0ms
(* (cbrt x) (cbrt x))
2.0ms
(cbrt x)
2.0ms
(cbrt x)
2.0ms
(cbrt x)

series1.9s

Counts
4 → 12
Calls
4 calls:
677.0ms
(* (cbrt x) (cbrt x))
397.0ms
(cbrt x)
445.0ms
(cbrt x)
397.0ms
(cbrt x)

simplify8.2s

Counts
93 → 93
Iterations
IterNodes
done5005
44247
31097
2382
1141
065

prune1.4s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize154.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- y x) 6.0)
0.0b
(* (- y x) 6.0)
0.3b
(fma (- (/ (/ 2.0 (cbrt 3.0)) (* (cbrt 3.0) (cbrt 3.0))) z) (* (- y x) 6.0) x)
1.0b
(/ 2.0 (cbrt 3.0))

rewrite111.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
27×*-un-lft-identity
23×add-cube-cbrt
18×times-frac
12×cbrt-prod
10×add-exp-log associate-*l*
add-cbrt-cube
pow1
associate-*r* associate-/r*
expm1-log1p-u associate-*l/ log1p-expm1-u add-log-exp
associate-/l*
flip3-- pow-prod-down prod-exp *-commutative flip-- cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
cbrt-undiv frac-2neg div-exp clear-num fma-udef div-inv
Counts
4 → 99
Calls
4 calls:
43.0ms
(* (- y x) 6.0)
44.0ms
(* (- y x) 6.0)
1.0ms
(fma (- (/ (/ 2.0 (cbrt 3.0)) (* (cbrt 3.0) (cbrt 3.0))) z) (* (- y x) 6.0) x)
12.0ms
(/ 2.0 (cbrt 3.0))

series635.0ms

Counts
4 → 10
Calls
4 calls:
309.0ms
(* (- y x) 6.0)
80.0ms
(* (- y x) 6.0)
232.0ms
(fma (- (/ (/ 2.0 (cbrt 3.0)) (* (cbrt 3.0) (cbrt 3.0))) z) (* (- y x) 6.0) x)
0.0ms
(/ 2.0 (cbrt 3.0))

simplify12.8s

Counts
109 → 109
Iterations
IterNodes
done5000
32373
2674
1284
0146

prune4.1s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

localize61.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* (* (- y x) (- (/ 2.0 3.0) z)) 6.0) x)
0.0b
(* (- y x) 6.0)
0.2b
(* (- y x) (- (/ 2.0 3.0) z))
0.3b
(* (* (- y x) (- (/ 2.0 3.0) z)) 6.0)

rewrite758.0ms

Algorithm
rewrite-expression-head
Rules
90×add-sqr-sqrt
83×*-un-lft-identity
78×prod-diff
77×add-cube-cbrt
55×times-frac
41×distribute-rgt-in distribute-lft-in
14×associate-*l/
13×pow1 add-exp-log flip3-- add-cbrt-cube flip--
12×associate-*r*
11×associate-*l*
frac-times
div-inv add-log-exp
pow-prod-down prod-exp cbrt-unprod
expm1-log1p-u associate-*r/ log1p-expm1-u difference-of-squares
*-commutative distribute-lft-out--
sub-neg unswap-sqr
+-commutative fma-def flip3-+ sum-log flip-+
Counts
4 → 181
Calls
4 calls:
145.0ms
(+ (* (* (- y x) (- (/ 2.0 3.0) z)) 6.0) x)
44.0ms
(* (- y x) 6.0)
156.0ms
(* (- y x) (- (/ 2.0 3.0) z))
295.0ms
(* (* (- y x) (- (/ 2.0 3.0) z)) 6.0)

series752.0ms

Counts
4 → 12
Calls
4 calls:
403.0ms
(+ (* (* (- y x) (- (/ 2.0 3.0) z)) 6.0) x)
113.0ms
(* (- y x) 6.0)
154.0ms
(* (- y x) (- (/ 2.0 3.0) z))
81.0ms
(* (* (- y x) (- (/ 2.0 3.0) z)) 6.0)

simplify5.6s

Counts
193 → 193
Iterations
IterNodes
done5002
22601
1847
0342

prune3.4s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

regimes1.3s

Accuracy

0% (0.4b remaining)

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

bsearch0.0ms

simplify24.0ms

Iterations
IterNodes
done25
125
018

end0.0ms

sample8.0s

Algorithm
intervals
Results
6.4s9395×body80valid
504.0ms103×body160valid
226.0ms259×body640valid
177.0ms162×body1280valid
174.0ms189×body320valid