Details

Time bar (total: 30.6s)

sample298.0ms

Algorithm
intervals
Results
140.0ms1413×body80nan
38.0ms465×body80valid

simplify1.9s

Counts
1 → 1
Iterations

Useful iterations: 3 (28.0ms)

IterNodesCost
01718
13218
26518
317916
448716
5167116
done500116

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.5b

localize25.0ms

Local error

Found 4 expressions with local error:

0.2b
(* y (log z))
0.3b
(* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
1.2b
(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.2b
(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

rewrite597.0ms

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt
15×*-un-lft-identity
13×add-cube-cbrt add-cbrt-cube
11×add-exp-log
10×associate-*r* add-log-exp
pow1
log-prod associate-*l* exp-sum
exp-prod
distribute-rgt-in distribute-lft-in times-frac exp-diff prod-exp associate-/r* cbrt-unprod rem-exp-log
cbrt-undiv sub-neg diff-log associate-*r/ div-exp pow-prod-down associate--l+ *-commutative unswap-sqr
frac-2neg clear-num sum-log log-pow div-inv associate-/l/ associate-/l* distribute-lft-out-- difference-of-squares
Counts
4 → 88
Calls
4 calls:
13.0ms
(* y (log z))
316.0ms
(* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
79.0ms
(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
187.0ms
(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

series726.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(* y (log z))
195.0ms
(* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
193.0ms
(exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
279.0ms
(/ (* x (exp (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

simplify2.8s

Counts
100 → 100
Iterations

Useful iterations: done (2.8s)

IterNodesCost
01861711
14031676
211181308
348801269
done50011266

prune439.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.2b
(* y (log z))
0.3b
(* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
1.2b
(/ (* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
1.2b
(pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

rewrite98.0ms

Algorithm
rewrite-expression-head
Rules
25×add-exp-log
24×add-sqr-sqrt
17×*-un-lft-identity
15×add-cube-cbrt
14×associate-*r*
13×add-cbrt-cube
prod-exp
pow1
unpow-prod-down
unpow-prod-up log-prod associate-*l* pow-exp
pow-unpow div-exp
add-log-exp unswap-sqr
distribute-rgt-in pow-to-exp e-exp-1 distribute-lft-in times-frac associate-/r* cbrt-unprod pow-sub sqr-pow
cbrt-undiv sub-neg associate-*r/ associate--l+ *-commutative
pow-pow frac-2neg pow-prod-down clear-num log-pow div-inv associate-/l/ associate-/l* distribute-lft-out-- difference-of-squares
Counts
4 → 104
Calls
4 calls:
9.0ms
(* y (log z))
35.0ms
(* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
25.0ms
(/ (* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
26.0ms
(pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

series678.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(* y (log z))
225.0ms
(* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b)))
251.0ms
(/ (* x (pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)
144.0ms
(pow E (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))

simplify1.2s

Counts
116 → 116
Iterations

Useful iterations: done (1.1s)

IterNodesCost
02112243
14662075
212831875
done50011842

prune485.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(* y (log z))
1.1b
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.1b
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
1.2b
(/ (* (* x (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

rewrite216.0ms

Algorithm
rewrite-expression-head
Rules
48×add-exp-log
22×add-sqr-sqrt prod-exp
20×*-un-lft-identity
16×add-cube-cbrt
15×add-cbrt-cube
13×div-exp
12×unpow-prod-down
11×pow1
10×pow-unpow
pow-to-exp pow-exp
unpow-prod-up log-prod pow-pow sqrt-prod pow-sub
associate-*r* cbrt-unprod add-log-exp
cbrt-undiv distribute-rgt-in distribute-lft-in times-frac associate-*r/ associate-*l* associate-/r* associate-/l/
sub-neg sqrt-pow1 pow1/2 associate--l+ sqrt-pow2 distribute-lft-out-- difference-of-squares sqr-pow
frac-times frac-2neg pow-prod-down associate-*l/ clear-num log-pow *-commutative div-inv associate-/l* unswap-sqr
Counts
4 → 119
Calls
4 calls:
14.0ms
(* y (log z))
38.0ms
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
35.0ms
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
121.0ms
(/ (* (* x (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

series1.5s

Counts
4 → 12
Calls
4 calls:
50.0ms
(* y (log z))
382.0ms
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
382.0ms
(pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))
719.0ms
(/ (* (* x (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) (pow (sqrt E) (- (+ (* y (log z)) (* (- t 1.0) (log a))) b))) y)

simplify1.1s

Counts
131 → 131
Iterations

Useful iterations: done (1.1s)

IterNodesCost
02333492
15562792
217612519
done50002461

prune662.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (- (+ b (* (- (log a)) t))))
0.2b
(* (- (log a)) t)
1.2b
(/ (* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t)))))) y)
4.7b
(* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t))))))

rewrite555.0ms

Algorithm
rewrite-expression-head
Rules
96×add-exp-log
57×prod-exp
41×div-exp
37×associate-*l*
36×add-cbrt-cube
29×add-sqr-sqrt
27×add-cube-cbrt *-un-lft-identity
24×times-frac
16×pow-to-exp pow-exp
14×associate-*r/
13×cbrt-unprod
10×pow1 exp-prod
cbrt-undiv exp-neg unpow-prod-down
add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in associate-/l/
frac-times
neg-sub0 exp-diff
associate-*r* un-div-inv
associate-/r* rem-exp-log sqr-pow
neg-mul-1 pow-prod-down neg-log associate-*l/ log-pow *-commutative div-inv
distribute-lft-neg-out distribute-neg-in frac-2neg exp-sum clear-num sum-log associate-/l* unswap-sqr
Counts
4 → 159
Calls
4 calls:
25.0ms
(exp (- (+ b (* (- (log a)) t))))
12.0ms
(* (- (log a)) t)
241.0ms
(/ (* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t)))))) y)
264.0ms
(* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t))))))

series1.4s

Counts
4 → 12
Calls
4 calls:
48.0ms
(exp (- (+ b (* (- (log a)) t))))
389.0ms
(* (- (log a)) t)
495.0ms
(/ (* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t)))))) y)
447.0ms
(* (/ x (pow a 1.0)) (* (pow z y) (exp (- (+ b (* (- (log a)) t))))))

simplify1.3s

Counts
171 → 171
Iterations

Useful iterations: done (1.3s)

IterNodesCost
02933288
17513143
228692454
done50012347

prune655.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes607.0ms

Accuracy

0% (2.0b remaining)

Error of 2.0b against oracle of 0.0b and baseline of 2.0b

bsearch0.0ms

simplify5.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02037
12737
22937
done2937

end0.0ms

sample13.4s

Algorithm
intervals
Results
6.6s46341×body80nan
2.2s15267×body80valid