Details

Time bar (total: 8.0s)

sample55.0ms

Algorithm
intervals
Results
22.0ms347×body80valid

simplify140.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (13.0ms)

IterNodesCost
01315
12615
25613
39613
412313
512713
done12713

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
0.0b
(+ x (* y z))
6.3b
(* (* a z) b)

rewrite182.0ms

Algorithm
rewrite-expression-head
Rules
14×add-log-exp
pow1 add-exp-log add-cbrt-cube
sum-log
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r* pow-prod-down prod-exp cbrt-unprod
+-commutative flip3-+ flip-+
associate-+l+ associate-*l* *-commutative
Counts
3 → 43
Calls
3 calls:
145.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
8.0ms
(+ x (* y z))
27.0ms
(* (* a z) b)

series216.0ms

Counts
3 → 9
Calls
3 calls:
139.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
35.0ms
(+ x (* y z))
41.0ms
(* (* a z) b)

simplify1.2s

Counts
52 → 52
Iterations

Useful iterations: 2 (266.0ms)

IterNodesCost
098635
1282603
21632509
done5002509

prune187.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
0.0b
(+ x (* y z))
5.3b
(* a (* z b))

rewrite177.0ms

Algorithm
rewrite-expression-head
Rules
14×add-log-exp
pow1 add-exp-log add-cbrt-cube
sum-log
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*l* pow-prod-down prod-exp cbrt-unprod
+-commutative flip3-+ flip-+
associate-+l+ associate-*r* *-commutative
Counts
3 → 43
Calls
3 calls:
138.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
10.0ms
(+ x (* y z))
28.0ms
(* a (* z b))

series238.0ms

Counts
3 → 9
Calls
3 calls:
148.0ms
(+ (+ (+ x (* y z)) (* t a)) (* a (* z b)))
52.0ms
(+ x (* y z))
38.0ms
(* a (* z b))

simplify816.0ms

Counts
52 → 52
Iterations

Useful iterations: done (814.0ms)

IterNodesCost
094632
1269602
21268512
done5000508

prune196.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (+ (+ (* z y) x) (* a (+ (* z b) t))))
3.2b
(* a (+ (* z b) t))
3.2b
(* a (+ (* z b) t))
3.2b
(* a (+ (* z b) t))

rewrite125.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
11×add-cube-cbrt *-un-lft-identity
10×pow1 add-exp-log associate-*r/ add-cbrt-cube
associate-*r* associate-*l*
flip3-+ flip-+
cbrt-div
frac-add add-log-exp
cbrt-prod distribute-rgt-in distribute-lft-in pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
pow1/3
Counts
4 → 83
Calls
4 calls:
23.0ms
(cbrt (+ (+ (* z y) x) (* a (+ (* z b) t))))
26.0ms
(* a (+ (* z b) t))
31.0ms
(* a (+ (* z b) t))
43.0ms
(* a (+ (* z b) t))

series416.0ms

Counts
4 → 12
Calls
4 calls:
263.0ms
(cbrt (+ (+ (* z y) x) (* a (+ (* z b) t))))
65.0ms
(* a (+ (* z b) t))
42.0ms
(* a (+ (* z b) t))
46.0ms
(* a (+ (* z b) t))

simplify1.2s

Counts
95 → 95
Iterations

Useful iterations: done (1.2s)

IterNodesCost
01501434
14511352
217721263
done50001256

prune478.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0.0b

regimes224.0ms

Accuracy

84.1% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 1.9b

bsearch85.0ms

Steps
ItersRangePoint
5
1.8651446194373927e-29
4.709091577210833e-29
2.2756708579190276e-29
5
-2.1605646065660852e+84
-8.676153256911245e+83
-1.1059469748029923e+84

simplify6.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
02253
13539
done3539

end0.0ms

sample2.0s

Algorithm
intervals
Results
1.1s11741×body80valid