Details

Time bar (total: 16.0s)

sample27.0ms

Algorithm
intervals
Results
8.0ms227×body80valid
2.0ms16×body1280valid
2.0ms16×body640valid
1.0ms13×body320valid
1.0ms11×body160valid

simplify8.1s

Counts
1 → 1
Iterations

Useful iterations: 4 (26.0ms)

IterNodesCost
01113
12213
25113
310413
421412
548112
693712
7171512
8244612
9498912
done500012

prune8.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 7.4b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t z) (- a t))
3.3b
(fma (/ (- t z) (- a t)) y y)

rewrite14.0ms

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:
11.0ms
(/ (- t z) (- a t))
0.0ms
(fma (/ (- t z) (- a t)) y y)

series145.0ms

Counts
2 → 6
Calls
2 calls:
45.0ms
(/ (- t z) (- a t))
100.0ms
(fma (/ (- t z) (- a t)) y y)

simplify915.0ms

Counts
70 → 70
Iterations

Useful iterations: done (913.0ms)

IterNodesCost
0110876
1253848
2665800
32131800
done5000798

prune216.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t z) (- a t))
1.4b
(* (/ (- t z) (- a t)) y)
2.8b
(+ (* (/ (- t z) (- a t)) y) y)

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
76×add-sqr-sqrt
72×*-un-lft-identity
51×times-frac
31×associate-*l*
27×add-cube-cbrt
22×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 associate-/r* associate-/l* add-log-exp
associate-/r/
expm1-log1p-u flip3-- associate-*r* flip-- log1p-expm1-u
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative distribute-rgt-out fma-def frac-2neg distribute-lft1-in flip3-+ div-sub pow-prod-down associate-*l/ clear-num sum-log *-commutative flip-+
Counts
3 → 122
Calls
3 calls:
13.0ms
(/ (- t z) (- a t))
23.0ms
(* (/ (- t z) (- a t)) y)
8.0ms
(+ (* (/ (- t z) (- a t)) y) y)

series254.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(/ (- t z) (- a t))
97.0ms
(* (/ (- t z) (- a t)) y)
113.0ms
(+ (* (/ (- t z) (- a t)) y) y)

simplify603.0ms

Counts
131 → 131
Iterations

Useful iterations: done (599.0ms)

IterNodesCost
01701609
14431533
214051450
done50001443

prune388.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 4.0b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.3b
(* (- t z) (/ 1 (- a t)))
6.7b
(fma (* (- t z) (/ 1 (- a t))) y y)

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-*l* associate-/r*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv frac-times rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
pow-flip frac-2neg associate-*r/ pow-prod-down clear-num un-div-inv *-commutative fma-udef inv-pow
Counts
3 → 105
Calls
3 calls:
5.0ms
(/ 1 (- a t))
26.0ms
(* (- t z) (/ 1 (- a t)))
0.0ms
(fma (* (- t z) (/ 1 (- a t))) y y)

series187.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(/ 1 (- a t))
44.0ms
(* (- t z) (/ 1 (- a t)))
102.0ms
(fma (* (- t z) (/ 1 (- a t))) y y)

simplify2.3s

Counts
114 → 114
Iterations

Useful iterations: done (2.3s)

IterNodesCost
01461243
13351054
21226910
33906910
done5000909

prune318.0ms

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 4.0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t z) (- a t))
3.3b
(fma (/ (- t z) (- a t)) y y)

rewrite14.0ms

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:
11.0ms
(/ (- t z) (- a t))
0.0ms
(fma (/ (- t z) (- a t)) y y)

series146.0ms

Counts
2 → 6
Calls
2 calls:
43.0ms
(/ (- t z) (- a t))
103.0ms
(fma (/ (- t z) (- a t)) y y)

simplify903.0ms

Counts
70 → 70
Iterations

Useful iterations: done (901.0ms)

IterNodesCost
0110876
1253848
2665800
32131800
done5000798

prune188.0ms

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 4.0b

regimes327.0ms

Accuracy

24.4% (2.7b remaining)

Error of 6.6b against oracle of 3.9b and baseline of 7.4b

bsearch98.0ms

Steps
ItersRangePoint
8
7.822312363142053e-194
1.998992656231707e-189
1.5058790205676166e-193
8
-2.082585614692689e-175
-4.060639055801505e-178
-4.102838420059408e-177

simplify2.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
01939
12528
done2528

end0.0ms

sample680.0ms

Algorithm
intervals
Results
253.0ms7343×body80valid
58.0ms461×body640valid
40.0ms260×body1280valid
37.0ms407×body320valid
15.0ms247×body160valid
2.0ms11×body2560valid