Details

Time bar (total: 15.5s)

sample83.0ms

Algorithm
intervals
Results
33.0ms374×body80valid

simplify160.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (16.0ms)

IterNodesCost
01315
12615
25613
39613
412313
512713
done12713

prune28.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* t a))
6.5b
(* (* a z) b)

rewrite249.0ms

Algorithm
rewrite-expression-head
Rules
20×add-log-exp
10×sum-log
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
+-commutative flip3-+ associate-*r* pow-prod-down prod-exp cbrt-unprod flip-+
associate-+l+
associate-*l* *-commutative
Counts
4 → 56
Calls
4 calls:
157.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
10.0ms
(+ x (* y z))
48.0ms
(+ (+ x (* y z)) (* t a))
31.0ms
(* (* a z) b)

series363.0ms

Counts
4 → 12
Calls
4 calls:
162.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
46.0ms
(+ x (* y z))
95.0ms
(+ (+ x (* y z)) (* t a))
59.0ms
(* (* a z) b)

simplify2.2s

Counts
68 → 68
Iterations

Useful iterations: 2 (431.0ms)

IterNodesCost
0115854
1345787
22328707
done5001707

prune543.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize50.0ms

Local error

Found 4 expressions with local error:

6.5b
(* (* a z) b)
14.1b
(cbrt (* (* a z) b))
14.1b
(cbrt (* (* a z) b))
14.1b
(cbrt (* (* a z) b))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
cbrt-prod pow1/3 associate-*r* pow-prod-down prod-exp cbrt-unprod
associate-*l* *-commutative
Counts
4 → 45
Calls
4 calls:
29.0ms
(* (* a z) b)
25.0ms
(cbrt (* (* a z) b))
35.0ms
(cbrt (* (* a z) b))
21.0ms
(cbrt (* (* a z) b))

series499.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(* (* a z) b)
152.0ms
(cbrt (* (* a z) b))
154.0ms
(cbrt (* (* a z) b))
152.0ms
(cbrt (* (* a z) b))

simplify879.0ms

Counts
57 → 57
Iterations

Useful iterations: done (877.0ms)

IterNodesCost
076525
1186505
2918433
done5000419

prune663.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize68.0ms

Local error

Found 4 expressions with local error:

6.5b
(* (* a z) b)
14.1b
(cbrt (* (* a z) b))
14.1b
(cbrt (* (* a z) b))
14.4b
(cbrt (* a z))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
cbrt-prod pow1/3 associate-*r* pow-prod-down prod-exp cbrt-unprod
associate-*l* *-commutative
Counts
4 → 45
Calls
4 calls:
35.0ms
(* (* a z) b)
35.0ms
(cbrt (* (* a z) b))
27.0ms
(cbrt (* (* a z) b))
7.0ms
(cbrt (* a z))

series472.0ms

Counts
4 → 12
Calls
4 calls:
42.0ms
(* (* a z) b)
150.0ms
(cbrt (* (* a z) b))
163.0ms
(cbrt (* (* a z) b))
117.0ms
(cbrt (* a z))

simplify829.0ms

Counts
57 → 57
Iterations

Useful iterations: done (827.0ms)

IterNodesCost
092487
1222469
2992396
done5001383

prune582.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize51.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt b)
0.6b
(cbrt b)
2.3b
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
4.3b
(* (* (cbrt b) (cbrt b)) (* a z))

rewrite273.0ms

Algorithm
rewrite-expression-head
Rules
34×pow1 add-exp-log
21×pow-prod-down prod-exp add-cbrt-cube cbrt-unprod
cbrt-prod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r*
add-log-exp
pow1/3 associate-*l* *-commutative
Counts
4 → 74
Calls
4 calls:
2.0ms
(cbrt b)
2.0ms
(cbrt b)
206.0ms
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
58.0ms
(* (* (cbrt b) (cbrt b)) (* a z))

series987.0ms

Counts
4 → 12
Calls
4 calls:
320.0ms
(cbrt b)
341.0ms
(cbrt b)
80.0ms
(* (* (* (cbrt b) (cbrt b)) (* a z)) (cbrt b))
245.0ms
(* (* (cbrt b) (cbrt b)) (* a z))

simplify1.7s

Counts
86 → 86
Iterations

Useful iterations: done (1.7s)

IterNodesCost
096933
1278897
21731635
done5000519

prune562.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

regimes954.0ms

Accuracy

86.1% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 2.2b

bsearch187.0ms

Steps
ItersRangePoint
8
1.1311204215935077e-37
3.3749304973923834e-34
5.9108509699794535e-37
6
-641.7636927514584
-43.4953976628584
-44.46895104671862

simplify8.0ms

Iterations

Useful iterations: 1 (4.0ms)

IterNodesCost
02965
14653
done4653

end0.0ms

sample2.9s

Algorithm
intervals
Results
1.1s11820×body80valid