Details

Time bar (total: 1.2m)

sample61.0ms

Algorithm
intervals
Results
18.0ms234×body80valid
5.0ms16×body640valid
4.0ms11×body1280valid
3.0ms14×body320valid
1.0msbody160valid
0.0msbody2560valid

simplify12.2s

Counts
1 → 1
Iterations
IterNodes
done5003
61919
5803
4299
3108
243
120
011

prune32.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.3b

localize32.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y x) (- a t))
16.5b
(fma (/ (- y x) (- a t)) (- z t) x)

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l/ add-log-exp
cbrt-undiv frac-2neg div-sub div-exp clear-num fma-udef div-inv
Counts
2 → 64
Calls
2 calls:
68.0ms
(/ (- y x) (- a t))
1.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

series556.0ms

Counts
2 → 6
Calls
2 calls:
220.0ms
(/ (- y x) (- a t))
336.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

simplify4.5s

Counts
70 → 70
Iterations
IterNodes
done5000
32150
2672
1275
0118

prune838.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 7.3b

localize44.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y x) (- a t))
2.9b
(+ (* (/ (- y x) (- a t)) (- z t)) x)
6.4b
(* (/ (- y x) (- a t)) (- z t))

rewrite722.0ms

Algorithm
rewrite-expression-head
Rules
102×add-sqr-sqrt
97×*-un-lft-identity
51×add-cube-cbrt times-frac
36×prod-diff
31×associate-*l*
23×distribute-lft-out-- difference-of-squares
22×distribute-rgt-in associate-+l+ distribute-lft-in
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*r* associate-/r* flip-- associate-/l* add-log-exp
sub-neg associate-/r/
expm1-log1p-u log1p-expm1-u
cbrt-undiv frac-times associate-*r/ div-exp prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ clear-num sum-log *-commutative flip-+
Counts
3 → 170
Calls
3 calls:
129.0ms
(/ (- y x) (- a t))
89.0ms
(+ (* (/ (- y x) (- a t)) (- z t)) x)
370.0ms
(* (/ (- y x) (- a t)) (- z t))

series1.4s

Counts
3 → 9
Calls
3 calls:
167.0ms
(/ (- y x) (- a t))
379.0ms
(+ (* (/ (- y x) (- a t)) (- z t)) x)
870.0ms
(* (/ (- y x) (- a t)) (- z t))

simplify5.4s

Counts
179 → 179
Iterations
IterNodes
done5004
21992
1714
0256

prune1.7s

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 7.3b

localize37.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.6b
(* (- y x) (/ (- z t) (- a t)))
1.9b
(+ (* (- y x) (/ (- z t) (- a t))) x)

rewrite267.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
expm1-log1p-u log1p-expm1-u
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative fma-def frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 126
Calls
3 calls:
49.0ms
(/ (- z t) (- a t))
144.0ms
(* (- y x) (/ (- z t) (- a t)))
64.0ms
(+ (* (- y x) (/ (- z t) (- a t))) x)

series752.0ms

Counts
3 → 9
Calls
3 calls:
102.0ms
(/ (- z t) (- a t))
274.0ms
(* (- y x) (/ (- z t) (- a t)))
376.0ms
(+ (* (- y x) (/ (- z t) (- a t))) x)

simplify3.4s

Counts
135 → 135
Iterations
IterNodes
done5002
21756
1519
0189

prune1.4s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ t (- a t))
0.0b
(/ z (- a t))
1.6b
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
1.9b
(+ (* (- y x) (- (/ z (- a t)) (/ t (- a t)))) x)

rewrite2.1s

Algorithm
rewrite-expression-head
Rules
2592×*-un-lft-identity
2584×add-sqr-sqrt
2568×times-frac
1764×prod-diff
1540×add-cube-cbrt
886×distribute-rgt-in associate-+l+ distribute-lft-in
525×distribute-lft-out--
519×difference-of-squares
344×associate-/r/
180×flip3-- flip--
172×div-inv
18×associate-*r*
10×add-exp-log associate-/r* add-cbrt-cube
frac-times
pow1 associate-/l* add-log-exp
associate-*l*
expm1-log1p-u sub-neg associate-*r/ log1p-expm1-u
distribute-rgt-out-- frac-sub sub-div
cbrt-undiv frac-2neg div-exp associate-*l/ clear-num
+-commutative fma-def flip3-+ pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 1915
Calls
4 calls:
25.0ms
(/ t (- a t))
23.0ms
(/ z (- a t))
719.0ms
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
472.0ms
(+ (* (- y x) (- (/ z (- a t)) (/ t (- a t)))) x)

series1.3s

Counts
4 → 12
Calls
4 calls:
196.0ms
(/ t (- a t))
102.0ms
(/ z (- a t))
432.0ms
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
572.0ms
(+ (* (- y x) (- (/ z (- a t)) (/ t (- a t)))) x)

simplify8.3s

Counts
1927 → 1927
Iterations
IterNodes
done5002
13037
01364

prune24.7s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.1b

regimes1.1s

Accuracy

2% (5.3b remaining)

Error of 8.7b against oracle of 3.4b and baseline of 8.8b

bsearch247.0ms

Steps
ItersRangePoint
9
1.4872881677548498e-274
2.2755194218609991e-268
1.5123583715198347e-269
8
2.0406820065813185e-300
1.4755203203888105e-296
4.4650642175356816e-300

simplify11.0ms

Iterations
IterNodes
done32
132
024

end0.0ms

sample2.8s

Algorithm
intervals
Results
1.6s7812×body80valid
183.0ms403×body320valid
142.0ms474×body640valid
110.0ms291×body1280valid
81.0ms272×body160valid
7.0ms15×body2560valid