Details

Time bar (total: 21.4s)

sample75.0ms

Algorithm
intervals
Results
29.0ms242×body80valid
8.0ms18×body640valid
7.0ms12×body1280valid
5.0ms15×body320valid
2.0msbody160valid

simplify2.9s

Counts
1 → 1
Iterations
IterNodes
done5000
61910
5805
4299
3108
243
120
011

prune13.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 12.3b

localize24.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
15.2b
(fma (/ (- t x) (- a z)) (- y z) x)

rewrite22.0ms

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-cbrt-cube add-exp-log
expm1-log1p-u pow1 flip3-- associate-/r/ insert-posit16 log1p-expm1-u flip-- add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp fma-udef div-inv
Counts
2 → 66
Calls
2 calls:
21.0ms
(/ (- t x) (- a z))
1.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

series230.0ms

Counts
2 → 6
Calls
2 calls:
84.0ms
(/ (- t x) (- a z))
146.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

simplify2.3s

Counts
72 → 72
Iterations
IterNodes
done5002
32212
2671
1276
0120

prune488.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 8.3b

localize28.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
3.7b
(* (/ (- t x) (- a z)) (- y z))
4.2b
(+ (* (/ (- t x) (- a z)) (- y z)) x)

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
102×add-sqr-sqrt
97×*-un-lft-identity
51×times-frac add-cube-cbrt
36×prod-diff
31×associate-*l*
23×distribute-lft-out-- difference-of-squares
22×distribute-rgt-in associate-+l+ distribute-lft-in
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*r* flip-- associate-/l* add-log-exp
sub-neg associate-/r/
expm1-log1p-u insert-posit16 log1p-expm1-u
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 173
Calls
3 calls:
35.0ms
(/ (- t x) (- a z))
50.0ms
(* (/ (- t x) (- a z)) (- y z))
28.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)

series645.0ms

Counts
3 → 9
Calls
3 calls:
81.0ms
(/ (- t x) (- a z))
304.0ms
(* (/ (- t x) (- a z)) (- y z))
260.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)

simplify1.8s

Counts
182 → 182
Iterations
IterNodes
done5005
21982
1716
0259

prune1.0s

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 8.2b

localize32.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
2.1b
(* (- t x) (/ (- y z) (- a z)))
3.0b
(+ (* (- t x) (/ (- y z) (- a z))) x)

rewrite123.0ms

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-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*l* flip-- associate-/l* add-log-exp
associate-/r/
expm1-log1p-u insert-posit16 log1p-expm1-u
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 129
Calls
3 calls:
29.0ms
(/ (- y z) (- a z))
52.0ms
(* (- t x) (/ (- y z) (- a z)))
39.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)

series474.0ms

Counts
3 → 9
Calls
3 calls:
65.0ms
(/ (- y z) (- a z))
164.0ms
(* (- t x) (/ (- y z) (- a z)))
245.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)

simplify1.7s

Counts
138 → 138
Iterations
IterNodes
done5001
21770
1521
0192

prune750.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 3.5b

localize46.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a z) (- y z))
0.3b
(/ 1 (/ (- a z) (- y z)))
2.1b
(* (- t x) (/ 1 (/ (- a z) (- y z))))
3.0b
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)

rewrite152.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
338×add-sqr-sqrt
326×*-un-lft-identity
158×add-cube-cbrt
98×associate-*r*
83×distribute-lft-out-- difference-of-squares
36×associate-/r* add-exp-log
20×add-cbrt-cube
18×associate-/r/
15×div-exp
11×flip3-- flip--
10×div-inv
associate-/l*
pow1 cbrt-undiv prod-exp
add-log-exp
associate-*l* unswap-sqr
expm1-log1p-u rec-exp 1-exp insert-posit16 log1p-expm1-u
cbrt-unprod
frac-times clear-num frac-2neg associate-*l/ associate-/l/
+-commutative sum-log fma-def flip3-+ div-sub pow-prod-down associate-*r/ un-div-inv *-commutative flip-+ pow-flip inv-pow
Counts
4 → 357
Calls
4 calls:
28.0ms
(/ (- a z) (- y z))
16.0ms
(/ 1 (/ (- a z) (- y z)))
60.0ms
(* (- t x) (/ 1 (/ (- a z) (- y z))))
39.0ms
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)

series803.0ms

Counts
4 → 12
Calls
4 calls:
100.0ms
(/ (- a z) (- y z))
186.0ms
(/ 1 (/ (- a z) (- y z)))
286.0ms
(* (- t x) (/ 1 (/ (- a z) (- y z))))
232.0ms
(+ (* (- t x) (/ 1 (/ (- a z) (- y z)))) x)

simplify2.4s

Counts
369 → 369
Iterations
IterNodes
done5000
23828
11179
0407

prune1.8s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.5b

regimes842.0ms

Accuracy

30.9% (5.8b remaining)

Error of 9.3b against oracle of 3.5b and baseline of 11.9b

bsearch247.0ms

Steps
ItersRangePoint
8
8.883612526165312e-94
2.7867056099957307e-91
9.426461174744231e-94
9
-1.4460141652926686e-143
-1.322453988461606e-151
-1.2559578325599803e-148

simplify6.0ms

Iterations
IterNodes
done33
133
024

end0.0ms

sample2.4s

Algorithm
intervals
Results
995.0ms7793×body80valid
589.0ms474×body640valid
194.0ms288×body1280valid
163.0ms435×body320valid
51.0ms258×body160valid
11.0ms20×body2560valid