Details

Time bar (total: 20.7s)

sample91.0ms

Algorithm
intervals
Results
33.0ms55×body1280valid
16.0ms42×body640valid
11.0ms153×body80valid
9.0ms31×body320valid
5.0ms96×body80nan
3.0ms15×body160valid

simplify1.8s

Counts
1 → 1
Iterations
IterNodes
done5001
71916
6531
5212
489
341
222
115
08

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.3b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ x (+ x y))
0.1b
(* x (log (/ x (+ x y))))
11.1b
(log (/ x (+ x y)))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
64×*-un-lft-identity
54×log-prod
48×times-frac
40×add-sqr-sqrt
38×add-cube-cbrt
18×distribute-rgt-in distribute-lft-in
13×distribute-lft-out
10×add-exp-log
associate-/r/
pow1 add-cbrt-cube
associate-/r* flip3-+ associate-*r* flip-+ div-inv
associate-*l* insert-posit16 associate-/l* add-log-exp
div-exp rem-log-exp log-pow
cbrt-undiv log-div clear-num frac-2neg pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
3 → 120
Calls
3 calls:
7.0ms
(/ x (+ x y))
12.0ms
(* x (log (/ x (+ x y))))
4.0ms
(log (/ x (+ x y)))

series219.0ms

Counts
3 → 9
Calls
3 calls:
76.0ms
(/ x (+ x y))
89.0ms
(* x (log (/ x (+ x y))))
54.0ms
(log (/ x (+ x y)))

simplify2.1s

Counts
129 → 129
Iterations
IterNodes
done5030
33902
2806
1357
0170

prune543.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 1.7b

localize40.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (+ x y))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
144×log-prod
139×cbrt-prod
126×times-frac
124×*-un-lft-identity
86×add-sqr-sqrt add-cube-cbrt
19×distribute-lft-out
13×add-exp-log
cbrt-div
pow1
rem-log-exp associate-/r/
flip3-+ add-cbrt-cube flip-+ insert-posit16 add-log-exp
log-div div-exp log-pow div-inv
pow1/3
Counts
4 → 195
Calls
4 calls:
5.0ms
(cbrt (+ x y))
8.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
8.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
13.0ms
(log (/ (cbrt x) (cbrt (+ x y))))

series394.0ms

Counts
4 → 12
Calls
4 calls:
134.0ms
(cbrt (+ x y))
94.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
75.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
92.0ms
(log (/ (cbrt x) (cbrt (+ x y))))

simplify2.1s

Counts
207 → 207
Iterations
IterNodes
done5006
44017
31698
2675
1361
0191

prune1.1s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 1.3b

localize101.0ms

Local error

Found 4 expressions with local error:

4.9b
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
22.1b
(log (/ (* (cbrt (cbrt x)) (cbrt (cbrt x))) (cbrt (* (cbrt (+ x y)) (cbrt (+ x y))))))

rewrite43.0ms

Algorithm
rewrite-expression-head
Rules
280×cbrt-prod
208×log-prod
178×times-frac
160×*-un-lft-identity
118×add-sqr-sqrt add-cube-cbrt
28×cbrt-div
21×distribute-lft-out
19×add-exp-log
14×associate-/r/
flip3-+ rem-log-exp flip-+
pow1
div-exp
frac-times log-div add-cbrt-cube log-pow insert-posit16 div-inv add-log-exp
associate-*l/ associate-*r/
prod-exp
Counts
4 → 257
Calls
4 calls:
5.0ms
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
6.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
7.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
12.0ms
(log (/ (* (cbrt (cbrt x)) (cbrt (cbrt x))) (cbrt (* (cbrt (+ x y)) (cbrt (+ x y))))))

series396.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
90.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
99.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
110.0ms
(log (/ (* (cbrt (cbrt x)) (cbrt (cbrt x))) (cbrt (* (cbrt (+ x y)) (cbrt (+ x y))))))

simplify2.2s

Counts
269 → 269
Iterations
IterNodes
done5000
33597
21325
1802
0469

prune1.9s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 1.3b

localize83.0ms

Local error

Found 4 expressions with local error:

4.9b
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
5.1b
(log (/ (cbrt x) (cbrt (+ x y))))
22.1b
(log (/ (cbrt (* (cbrt x) (cbrt x))) (* (cbrt (cbrt (+ x y))) (cbrt (cbrt (+ x y))))))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
280×cbrt-prod
208×log-prod
178×times-frac
160×*-un-lft-identity
118×add-sqr-sqrt add-cube-cbrt
32×cbrt-div
21×distribute-lft-out
19×add-exp-log
14×associate-/r/
flip3-+ rem-log-exp flip-+
pow1
div-exp
frac-times log-div add-cbrt-cube log-pow insert-posit16 div-inv add-log-exp
associate-*l/ associate-*r/
prod-exp
Counts
4 → 257
Calls
4 calls:
7.0ms
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
4.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
4.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
11.0ms
(log (/ (cbrt (* (cbrt x) (cbrt x))) (* (cbrt (cbrt (+ x y))) (cbrt (cbrt (+ x y))))))

series370.0ms

Counts
4 → 12
Calls
4 calls:
108.0ms
(log (/ (cbrt (cbrt x)) (cbrt (cbrt (+ x y)))))
101.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
77.0ms
(log (/ (cbrt x) (cbrt (+ x y))))
85.0ms
(log (/ (cbrt (* (cbrt x) (cbrt x))) (* (cbrt (cbrt (+ x y))) (cbrt (cbrt (+ x y))))))

simplify2.1s

Counts
269 → 269
Iterations
IterNodes
done5002
33426
21229
1791
0455

prune1.7s

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 1.3b

regimes113.0ms

Accuracy

38% (3.0b remaining)

Error of 4.0b against oracle of 1.0b and baseline of 5.9b

bsearch127.0ms

Steps
ItersRangePoint
8
0.0025057527032052505
20.161952647317438
19.75641587680443

simplify10.0ms

Iterations
IterNodes
done37
137
030

end0.0ms

sample3.1s

Algorithm
intervals
Results
1.0s1532×body1280valid
881.0ms1435×body640valid
359.0ms4881×body80valid
270.0ms3043×body80nan
255.0ms816×body320valid
74.0ms485×body160valid