Details

Time bar (total: 8.0s)

sample34.0ms

Algorithm
intervals
Results
13.0ms280×body80valid

simplify440.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01011
11911
23811
35211
48011
510811
620511
763111
done500011

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 11.1b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- x (* y z))
10.8b
(/ (- x (* y z)) (- t (* a z)))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-log-exp
add-exp-log add-cbrt-cube
flip3-- flip--
pow1 associate-/r* associate-/l*
sub-neg diff-log associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-sub div-exp clear-num div-inv
Counts
3 → 56
Calls
3 calls:
5.0ms
(- t (* a z))
5.0ms
(- x (* y z))
33.0ms
(/ (- x (* y z)) (- t (* a z)))

series156.0ms

Counts
3 → 9
Calls
3 calls:
33.0ms
(- t (* a z))
46.0ms
(- x (* y z))
77.0ms
(/ (- x (* y z)) (- t (* a z)))

simplify659.0ms

Counts
65 → 65
Iterations

Useful iterations: done (657.0ms)

IterNodesCost
096852
1258829
21011767
done5000765

prune217.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 10.8b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- x (* y z))
10.8b
(/ (- x (* y z)) (- t (* a z)))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-log-exp
add-exp-log add-cbrt-cube
flip3-- flip--
pow1 associate-/r* associate-/l*
sub-neg diff-log associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-sub div-exp clear-num div-inv
Counts
3 → 56
Calls
3 calls:
8.0ms
(- t (* a z))
8.0ms
(- x (* y z))
29.0ms
(/ (- x (* y z)) (- t (* a z)))

series162.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(- t (* a z))
41.0ms
(- x (* y z))
80.0ms
(/ (- x (* y z)) (- t (* a z)))

simplify650.0ms

Counts
65 → 65
Iterations

Useful iterations: done (647.0ms)

IterNodesCost
096852
1258829
21011767
done5000765

prune249.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 10.8b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- (/ x (- t (* a z))) (/ (* y z) (- t (* a z))))
3.9b
(/ x (- t (* a z)))
10.4b
(/ (* y z) (- t (* a z)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
16×*-un-lft-identity
14×add-cube-cbrt
13×times-frac
11×add-exp-log add-cbrt-cube
associate-/r/ add-log-exp
flip3-- associate-/r* flip--
pow1 div-inv associate-/l*
cbrt-undiv distribute-rgt-out-- div-exp
sub-neg frac-2neg diff-log clear-num difference-of-squares
prod-exp frac-sub cbrt-unprod distribute-lft-out-- sub-div
Counts
4 → 84
Calls
4 calls:
8.0ms
(- t (* a z))
79.0ms
(- (/ x (- t (* a z))) (/ (* y z) (- t (* a z))))
9.0ms
(/ x (- t (* a z)))
19.0ms
(/ (* y z) (- t (* a z)))

series328.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(- t (* a z))
136.0ms
(- (/ x (- t (* a z))) (/ (* y z) (- t (* a z))))
60.0ms
(/ x (- t (* a z)))
74.0ms
(/ (* y z) (- t (* a z)))

simplify854.0ms

Counts
96 → 96
Iterations

Useful iterations: 2 (177.0ms)

IterNodesCost
01391367
13471303
214241203
done50001203

prune288.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 6.6b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ x (- t (* a z))) (/ y (/ (- t (* a z)) z)))
2.7b
(/ y (/ (- t (* a z)) z))
3.9b
(/ x (- t (* a z)))
7.6b
(/ (- t (* a z)) z)

rewrite171.0ms

Algorithm
rewrite-expression-head
Rules
104×times-frac
83×add-sqr-sqrt
68×*-un-lft-identity
62×add-cube-cbrt
19×associate-/r*
13×add-exp-log add-cbrt-cube
associate-/l*
div-inv
add-log-exp difference-of-squares
cbrt-undiv div-exp
pow1
flip3-- frac-2neg clear-num associate-/r/ flip--
associate-/l/ distribute-lft-out--
sub-neg diff-log div-sub frac-sub
Counts
4 → 150
Calls
4 calls:
119.0ms
(- (/ x (- t (* a z))) (/ y (/ (- t (* a z)) z)))
21.0ms
(/ y (/ (- t (* a z)) z))
10.0ms
(/ x (- t (* a z)))
14.0ms
(/ (- t (* a z)) z)

series296.0ms

Counts
4 → 12
Calls
4 calls:
143.0ms
(- (/ x (- t (* a z))) (/ y (/ (- t (* a z)) z)))
56.0ms
(/ y (/ (- t (* a z)) z))
54.0ms
(/ x (- t (* a z)))
44.0ms
(/ (- t (* a z)) z)

simplify1.1s

Counts
162 → 162
Iterations

Useful iterations: 2 (423.0ms)

IterNodesCost
02502752
16402636
228732496
done50012496

prune542.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 1.4b

regimes206.0ms

Accuracy

64.6% (0.6b remaining)

Error of 1.9b against oracle of 1.4b and baseline of 3.0b

bsearch90.0ms

Steps
ItersRangePoint
6
5.2092536384309684e-132
4.3257429736328996e-131
2.974028994343512e-131
10
-2.0474075414845397e-138
-1.0360800492222542e-153
-2.6415097825266013e-139

simplify5.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02667
13643
23943
done3943

end0.0ms

sample1.3s

Algorithm
intervals
Results
790.0ms8655×body80valid