Details

Time bar (total: 31.8s)

sample155.0ms

Algorithm
intervals
Results
113.0ms605×body80valid

simplify3.0s

Counts
1 → 1
Iterations
IterNodes
64056
51674
4721
3290
296
143
023

prune19.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 9.5b

localize47.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a))))
3.8b
(* j (- (* c t) (* i y)))
4.2b
(* b (- (* c z) (* i a)))
5.2b
(* x (- (* y z) (* t a)))

rewrite154.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
14×associate-*r/
11×sub-neg
10×distribute-rgt-in pow1 *-un-lft-identity distribute-lft-in add-cbrt-cube add-exp-log add-cube-cbrt
associate-*r* associate-*l*
flip3-- flip--
add-log-exp
associate--l+ frac-sub insert-posit16 associate--r+
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
diff-log
Counts
4 → 100
Calls
4 calls:
52.0ms
(- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a))))
34.0ms
(* j (- (* c t) (* i y)))
30.0ms
(* b (- (* c z) (* i a)))
35.0ms
(* x (- (* y z) (* t a)))

series659.0ms

Counts
4 → 12
Calls
4 calls:
343.0ms
(- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a))))
121.0ms
(* j (- (* c t) (* i y)))
92.0ms
(* b (- (* c z) (* i a)))
103.0ms
(* x (- (* y z) (* t a)))

simplify1.0s

Counts
112 → 112
Iterations
IterNodes
22073
1591
0208

prune2.4s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 5.7b

localize69.0ms

Local error

Found 4 expressions with local error:

4.2b
(* b (- (* c z) (* i a)))
4.6b
(* (* c t) j)
4.9b
(* (- (* i y)) j)
5.2b
(* x (- (* y z) (* t a)))

rewrite117.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube add-exp-log
13×associate-*l*
12×associate-*r*
11×*-un-lft-identity add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 92
Calls
4 calls:
44.0ms
(* b (- (* c z) (* i a)))
29.0ms
(* (* c t) j)
18.0ms
(* (- (* i y)) j)
26.0ms
(* x (- (* y z) (* t a)))

series301.0ms

Counts
4 → 12
Calls
4 calls:
108.0ms
(* b (- (* c z) (* i a)))
45.0ms
(* (* c t) j)
34.0ms
(* (- (* i y)) j)
114.0ms
(* x (- (* y z) (* t a)))

simplify3.1s

Counts
104 → 104
Iterations
IterNodes
35648
21471
1464
0179

prune2.3s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 4.8b

localize59.0ms

Local error

Found 4 expressions with local error:

4.2b
(* b (- (* c z) (* i a)))
4.6b
(* (* c t) j)
4.8b
(* i (* (- y) j))
5.2b
(* x (- (* y z) (* t a)))

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
14×add-sqr-sqrt
10×*-un-lft-identity associate-*r* associate-*l* add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
flip3-- flip-- unswap-sqr
distribute-lft-neg-out distribute-rgt-neg-out
Counts
4 → 89
Calls
4 calls:
26.0ms
(* b (- (* c z) (* i a)))
29.0ms
(* (* c t) j)
39.0ms
(* i (* (- y) j))
34.0ms
(* x (- (* y z) (* t a)))

series277.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(* b (- (* c z) (* i a)))
30.0ms
(* (* c t) j)
35.0ms
(* i (* (- y) j))
108.0ms
(* x (- (* y z) (* t a)))

simplify2.5s

Counts
101 → 101
Iterations
IterNodes
35777
21453
1477
0184

prune2.3s

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 4.8b

localize84.0ms

Local error

Found 4 expressions with local error:

5.2b
(* x (- (* y z) (* t a)))
6.3b
(cbrt (* b (- (* c z) (* i a))))
6.3b
(cbrt (* b (- (* c z) (* i a))))
6.3b
(cbrt (* b (- (* c z) (* i a))))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt associate-*r/
pow1 cbrt-div *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
flip3-- insert-posit16 flip-- add-log-exp
cbrt-prod pow1/3 associate-*r* associate-*l*
distribute-rgt-in sub-neg distribute-lft-in
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 61
Calls
4 calls:
27.0ms
(* x (- (* y z) (* t a)))
13.0ms
(cbrt (* b (- (* c z) (* i a))))
10.0ms
(cbrt (* b (- (* c z) (* i a))))
9.0ms
(cbrt (* b (- (* c z) (* i a))))

series707.0ms

Counts
4 → 12
Calls
4 calls:
112.0ms
(* x (- (* y z) (* t a)))
201.0ms
(cbrt (* b (- (* c z) (* i a))))
191.0ms
(cbrt (* b (- (* c z) (* i a))))
202.0ms
(cbrt (* b (- (* c z) (* i a))))

simplify1.2s

Counts
73 → 73
Iterations
IterNodes
32995
2879
1316
0125

prune1.8s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 4.8b

regimes2.1s

Accuracy

11.5% (6.8b remaining)

Error of 11.4b against oracle of 4.6b and baseline of 12.2b

bsearch341.0ms

Steps
ItersRangePoint
6
2.3029628849220265e-72
1.6720619674082337e-71
2.3530021940861816e-72
9
-9.608885849275071e-136
-4.720599882719411e-142
-4.6583099023676616e-141

simplify28.0ms

Iterations
IterNodes
477
377
273
165
041

end0.0ms

sample6.8s

Algorithm
intervals
Results
5.4s19210×body80valid