Details

Time bar (total: 12.6s)

sample45.0ms

Algorithm
intervals
Results
21.0ms311×body80valid

simplify87.0ms

Counts
1 → 1
Iterations
IterNodes
done63
763
661
555
449
342
229
116
010

prune25.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (+ x 4.0) y)
0.0b
(- (/ (+ x 4.0) y) (* (/ x y) z))
2.5b
(* (/ x y) z)

rewrite165.0ms

Algorithm
rewrite-expression-head
Rules
56×*-un-lft-identity
46×times-frac
41×add-sqr-sqrt
36×add-cube-cbrt
16×fma-neg prod-diff
13×associate-*l*
10×add-cbrt-cube add-exp-log distribute-lft-out
pow1 add-log-exp
div-inv associate-/l*
expm1-log1p-u associate-/r* associate-*r* associate-*l/ log1p-expm1-u
cbrt-undiv div-exp prod-exp cbrt-unprod unswap-sqr associate-/l/
clear-num sub-neg frac-2neg flip3-+ flip3-- diff-log pow-prod-down *-commutative frac-sub flip-+ flip-- sub-div
Counts
3 → 117
Calls
3 calls:
31.0ms
(/ (+ x 4.0) y)
103.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
24.0ms
(* (/ x y) z)

series146.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(/ (+ x 4.0) y)
61.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
46.0ms
(* (/ x y) z)

simplify1.8s

Counts
126 → 126
Iterations
IterNodes
done5001
22049
1411
0165

prune710.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (/ x y) (- (/ 4.0 y) (* z (/ x y))))
0.0b
(- (/ 4.0 y) (* z (/ x y)))
2.5b
(* z (/ x y))

rewrite104.0ms

Algorithm
rewrite-expression-head
Rules
46×times-frac
44×add-sqr-sqrt
41×*-un-lft-identity
39×add-cube-cbrt
26×prod-diff
15×associate-+r+
13×fma-def fma-neg associate-*r*
10×add-log-exp
add-cbrt-cube add-exp-log
pow1 associate-*r/ div-inv
frac-add
expm1-log1p-u associate-*l* log1p-expm1-u
sum-log sub-neg flip3-- diff-log prod-exp frac-sub cbrt-unprod flip-- sub-div unswap-sqr
cbrt-undiv +-commutative associate-+r- flip3-+ div-exp pow-prod-down *-commutative flip-+ distribute-lft-out
Counts
3 → 124
Calls
3 calls:
49.0ms
(+ (/ x y) (- (/ 4.0 y) (* z (/ x y))))
33.0ms
(- (/ 4.0 y) (* z (/ x y)))
17.0ms
(* z (/ x y))

series168.0ms

Counts
3 → 9
Calls
3 calls:
78.0ms
(+ (/ x y) (- (/ 4.0 y) (* z (/ x y))))
68.0ms
(- (/ 4.0 y) (* z (/ x y)))
22.0ms
(* z (/ x y))

simplify1.1s

Counts
133 → 133
Iterations
IterNodes
done5000
21888
1510
0192

prune799.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize41.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (/ x y)) (cbrt (/ x y)))
10.2b
(cbrt (/ x y))
10.2b
(cbrt (/ x y))
10.2b
(cbrt (/ x y))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
103×cbrt-prod
81×add-sqr-sqrt
69×times-frac
57×*-un-lft-identity add-cube-cbrt
16×swap-sqr associate-*r* associate-*l*
11×pow1
pow1/3 unswap-sqr
cbrt-div div-inv
add-exp-log
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp
pow-prod-down pow-sqr pow-prod-up
pow2 frac-times pow-plus associate-*l/ prod-exp associate-*r/ *-commutative cbrt-unprod
Counts
4 → 152
Calls
4 calls:
43.0ms
(* (cbrt (/ x y)) (cbrt (/ x y)))
4.0ms
(cbrt (/ x y))
4.0ms
(cbrt (/ x y))
4.0ms
(cbrt (/ x y))

series377.0ms

Counts
4 → 12
Calls
4 calls:
118.0ms
(* (cbrt (/ x y)) (cbrt (/ x y)))
89.0ms
(cbrt (/ x y))
83.0ms
(cbrt (/ x y))
86.0ms
(cbrt (/ x y))

simplify987.0ms

Counts
164 → 164
Iterations
IterNodes
done5001
21230
1290
0165

prune1.1s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize18.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (/ x y) (- (/ 4.0 y) (/ (* x z) y)))
0.0b
(- (/ 4.0 y) (/ (* x z) y))
4.3b
(/ (* x z) y)

rewrite170.0ms

Algorithm
rewrite-expression-head
Rules
226×times-frac
182×prod-diff
176×*-un-lft-identity
174×add-sqr-sqrt
169×add-cube-cbrt
93×associate-+r+
45×div-inv
13×fma-def fma-neg
10×add-log-exp
add-cbrt-cube add-exp-log
frac-add
expm1-log1p-u pow1 associate-/r* log1p-expm1-u
cbrt-undiv sum-log sub-neg flip3-- diff-log div-exp frac-sub flip-- distribute-lft-out distribute-lft-out-- sub-div difference-of-squares
+-commutative clear-num associate-+r- frac-2neg flip3-+ distribute-rgt-out-- prod-exp cbrt-unprod flip-+ associate-/l*
Counts
3 → 274
Calls
3 calls:
91.0ms
(+ (/ x y) (- (/ 4.0 y) (/ (* x z) y)))
39.0ms
(- (/ 4.0 y) (/ (* x z) y))
13.0ms
(/ (* x z) y)

series129.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(+ (/ x y) (- (/ 4.0 y) (/ (* x z) y)))
45.0ms
(- (/ 4.0 y) (/ (* x z) y))
28.0ms
(/ (* x z) y)

simplify1.8s

Counts
283 → 283
Iterations
IterNodes
done5000
23378
1853
0357

prune1.6s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

regimes176.0ms

Accuracy

49% (1.7b remaining)

Error of 1.8b against oracle of 0.0b and baseline of 3.4b

bsearch57.0ms

Steps
ItersRangePoint
9
1.0614652160556683e-07
7.830610238325062
7.72835707645414

simplify10.0ms

Iterations
IterNodes
done37
337
234
130
024

end0.0ms

sample821.0ms

Algorithm
intervals
Results
561.0ms10109×body80valid