Details

Time bar (total: 22.0s)

sample92.0ms

Algorithm
intervals
Results
30.0ms292×body80valid
30.0ms326×body80nan

simplify2.9s

Counts
1 → 1
Iterations
IterNodes
done5002
54010
4996
3269
284
130
015

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize41.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (+ (+ x y) z) (* z (log t))) (* (- a 0.5) b))
0.0b
(* (- a 0.5) b)
0.1b
(- (+ (+ x y) z) (* z (log t)))
0.3b
(* z (log t))

rewrite675.0ms

Algorithm
rewrite-expression-head
Rules
27×add-log-exp
18×add-sqr-sqrt
14×*-un-lft-identity
12×log-prod add-cube-cbrt
10×sum-log
pow1
add-cbrt-cube associate-*l* add-exp-log
associate-*r*
distribute-rgt-in distribute-lft-in flip3-- diff-log associate-*l/ flip-- associate--r+
frac-add insert-posit16
associate-+l+
sub-neg pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod unswap-sqr
+-commutative flip3-+ log-pow associate-+l- flip-+ distribute-lft-out-- difference-of-squares
Counts
4 → 94
Calls
4 calls:
449.0ms
(+ (- (+ (+ x y) z) (* z (log t))) (* (- a 0.5) b))
30.0ms
(* (- a 0.5) b)
183.0ms
(- (+ (+ x y) z) (* z (log t)))
11.0ms
(* z (log t))

series316.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(+ (- (+ (+ x y) z) (* z (log t))) (* (- a 0.5) b))
50.0ms
(* (- a 0.5) b)
40.0ms
(- (+ (+ x y) z) (* z (log t)))
46.0ms
(* z (log t))

simplify1.6s

Counts
106 → 106
Iterations
IterNodes
done5001
22420
1566
0208

prune695.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ x y) (+ (- z (* z (log t))) (* (- a 0.5) b)))
0.0b
(+ (- z (* z (log t))) (* (- a 0.5) b))
0.2b
(- z (* z (log t)))
0.3b
(* z (log t))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
32×add-log-exp
24×frac-add
15×sum-log *-un-lft-identity
13×flip3-- flip--
12×add-sqr-sqrt log-prod associate-*l/
10×flip3-+ add-cube-cbrt flip-+
pow1
distribute-rgt-in distribute-lft-in add-cbrt-cube add-exp-log associate--r+
diff-log associate-*r* insert-posit16
associate-+l+ associate-*l* distribute-lft-out
+-commutative sub-neg associate-+l-
associate-+r+ associate-+r- pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
Counts
4 → 99
Calls
4 calls:
71.0ms
(+ (+ x y) (+ (- z (* z (log t))) (* (- a 0.5) b)))
21.0ms
(+ (- z (* z (log t))) (* (- a 0.5) b))
5.0ms
(- z (* z (log t)))
10.0ms
(* z (log t))

series376.0ms

Counts
4 → 12
Calls
4 calls:
174.0ms
(+ (+ x y) (+ (- z (* z (log t))) (* (- a 0.5) b)))
105.0ms
(+ (- z (* z (log t))) (* (- a 0.5) b))
48.0ms
(- z (* z (log t)))
50.0ms
(* z (log t))

simplify2.3s

Counts
111 → 111
Iterations
IterNodes
done5001
24129
1821
0257

prune887.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(* b (- a 0.5))
0.0b
(+ (* (- 1 (log t)) z) (* b (- a 0.5)))
0.0b
(- 1 (log t))
0.3b
(* (- 1 (log t)) z)

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
21×add-sqr-sqrt
19×*-un-lft-identity
10×pow1 associate-*l*
add-cube-cbrt
add-cbrt-cube associate-*r* add-exp-log
flip3-- flip-- add-log-exp
associate-*l/ associate-*r/
sub-neg distribute-lft-out-- difference-of-squares
distribute-rgt-in associate-+r+ distribute-lft-in frac-add insert-posit16
log-prod associate--r+
pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
+-commutative sum-log flip3-+ diff-log flip-+
Counts
4 → 92
Calls
4 calls:
29.0ms
(* b (- a 0.5))
31.0ms
(+ (* (- 1 (log t)) z) (* b (- a 0.5)))
11.0ms
(- 1 (log t))
31.0ms
(* (- 1 (log t)) z)

series434.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(* b (- a 0.5))
119.0ms
(+ (* (- 1 (log t)) z) (* b (- a 0.5)))
167.0ms
(- 1 (log t))
103.0ms
(* (- 1 (log t)) z)

simplify1.6s

Counts
104 → 104
Iterations
IterNodes
done5002
22407
1510
0185

prune734.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z) (* b (- a 0.5)))
0.3b
(* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z)
0.5b
(/ (- 1 (* (log t) (log t))) (+ 1 (log t)))
0.5b
(* (log t) (log t))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
80×*-un-lft-identity
52×add-sqr-sqrt
51×times-frac
35×associate-*l*
34×add-cube-cbrt
30×pow1
22×distribute-lft-out difference-of-squares
17×log-pow
13×add-cbrt-cube add-exp-log
associate-*r*
log-prod swap-sqr add-log-exp
distribute-rgt-in associate-/r* distribute-lft-in associate-/l*
associate-+r+ associate-/r/ insert-posit16
flip3-+ associate-*l/ prod-exp cbrt-unprod flip-+ unswap-sqr
cbrt-undiv sub-neg flip3-- div-exp pow-prod-down frac-add associate-*r/ *-commutative div-inv flip-- associate-/l/
pow2 +-commutative clear-num sum-log frac-2neg pow-plus div-sub pow-sqr pow-prod-up
Counts
4 → 159
Calls
4 calls:
17.0ms
(+ (* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z) (* b (- a 0.5)))
50.0ms
(* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z)
22.0ms
(/ (- 1 (* (log t) (log t))) (+ 1 (log t)))
13.0ms
(* (log t) (log t))

series2.0s

Counts
4 → 12
Calls
4 calls:
553.0ms
(+ (* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z) (* b (- a 0.5)))
377.0ms
(* (/ (- 1 (* (log t) (log t))) (+ 1 (log t))) z)
864.0ms
(/ (- 1 (* (log t) (log t))) (+ 1 (log t)))
185.0ms
(* (log t) (log t))

simplify1.2s

Counts
171 → 171
Iterations
IterNodes
done5000
1828
0281

prune1.3s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

regimes828.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done27
127
019

end0.0ms

sample3.8s

Algorithm
intervals
Results
1.5s9186×body80nan
1.4s9158×body80valid
1.0msbody1280valid
1.0msbody320valid
0.0msbody160valid