Details

Time bar (total: 20.1s)

sample106.0ms

Algorithm
intervals
Results
35.0ms720×body80nan
15.0ms256×body80valid

simplify1.9s

Counts
1 → 1
Iterations
IterNodes
done5000
52214
4521
3129
252
121
010

prune32.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize29.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (log t) (+ y z))
0.1b
(fma x (log y) (- (log t) (+ y z)))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
28×*-un-lft-identity
16×prod-diff
14×add-sqr-sqrt
12×add-cube-cbrt
pow1
log-pow
distribute-lft-out
add-log-exp
fma-neg distribute-lft-out--
log-prod associate--l+
expm1-log1p-u add-cbrt-cube diff-log add-exp-log log1p-expm1-u
sum-log sub-neg flip3-- fma-udef flip-- associate--r+ difference-of-squares
Counts
2 → 54
Calls
2 calls:
17.0ms
(- (log t) (+ y z))
0.0ms
(fma x (log y) (- (log t) (+ y z)))

series147.0ms

Counts
2 → 6
Calls
2 calls:
67.0ms
(- (log t) (+ y z))
79.0ms
(fma x (log y) (- (log t) (+ y z)))

simplify1.4s

Counts
60 → 60
Iterations
IterNodes
done5001
21091
1255
0108

prune380.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.1b

localize35.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x (log y)) y)
0.0b
(+ (- (- (* x (log y)) y) z) (log t))
0.3b
(* x (log y))

rewrite240.0ms

Algorithm
rewrite-expression-head
Rules
31×*-un-lft-identity
25×add-sqr-sqrt
23×associate--l+
22×associate-+l+
21×log-prod add-cube-cbrt
15×prod-diff
11×add-log-exp
distribute-rgt-in distribute-lft-in
pow1
fma-def add-cbrt-cube add-exp-log
diff-log associate-*r* distribute-lft-out
expm1-log1p-u associate-+r+ sum-log sub-neg associate-*l* log-pow log1p-expm1-u distribute-lft-out--
+-commutative flip3-+ flip3-- fma-neg pow-prod-down prod-exp *-commutative associate-+l- cbrt-unprod flip-+ flip-- difference-of-squares unswap-sqr
Counts
3 → 101
Calls
3 calls:
11.0ms
(- (* x (log y)) y)
218.0ms
(+ (- (- (* x (log y)) y) z) (log t))
7.0ms
(* x (log y))

series205.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(- (* x (log y)) y)
79.0ms
(+ (- (- (* x (log y)) y) z) (log t))
59.0ms
(* x (log y))

simplify1.7s

Counts
110 → 110
Iterations
IterNodes
done5001
21813
1489
0188

prune787.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize69.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt y)
0.5b
(cbrt y)
0.5b
(cbrt y)
0.5b
(* (cbrt y) (cbrt y))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
11×pow1
pow1/3
swap-sqr associate-*r* associate-*l* add-exp-log
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 81
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)
9.0ms
(* (cbrt y) (cbrt y))

series1.1s

Counts
4 → 12
Calls
4 calls:
233.0ms
(cbrt y)
247.0ms
(cbrt y)
281.0ms
(cbrt y)
331.0ms
(* (cbrt y) (cbrt y))

simplify1.3s

Counts
93 → 93
Iterations
IterNodes
done5001
2710
1142
065

prune703.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize53.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt y)
0.5b
(cbrt y)
0.5b
(* (cbrt y) (cbrt y))
5.2b
(pow y 1/3)

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
22×cbrt-prod
16×*-un-lft-identity add-cube-cbrt
12×pow1
pow1/3
add-exp-log
swap-sqr associate-*r* associate-*l*
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp unswap-sqr
pow-unpow unpow-prod-down
pow-prod-down pow-sqr pow-prod-up
pow2 pow-to-exp pow-pow pow-plus unpow1/3 pow-exp prod-exp *-commutative cbrt-unprod sqr-pow
Counts
4 → 88
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
9.0ms
(* (cbrt y) (cbrt y))
3.0ms
(pow y 1/3)

series923.0ms

Counts
4 → 12
Calls
4 calls:
249.0ms
(cbrt y)
197.0ms
(cbrt y)
268.0ms
(* (cbrt y) (cbrt y))
209.0ms
(pow y 1/3)

simplify2.6s

Counts
100 → 100
Iterations
IterNodes
done5001
22018
1259
095

prune759.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes695.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify5.0ms

Iterations
IterNodes
done21
121
017

end0.0ms

sample5.0s

Algorithm
intervals
Results
2.5s23716×body80nan
1.1s8021×body80valid
1.0msbody640valid
0.0msbody320valid