Details

Time bar (total: 16.7s)

sample36.0ms

Algorithm
intervals
Results
17.0ms273×body80valid
3.0ms12×body640valid
2.0msbody1280valid
1.0msbody320valid
1.0msbody160valid

simplify4.2s

Counts
1 → 1
Iterations
IterNodes
done5001
62734
5968
4364
3128
246
123
011

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.6b

localize21.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
11.7b
(fma (- y z) (/ (- t x) (- a z)) x)

rewrite24.0ms

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:
19.0ms
(/ (- t x) (- a z))
0.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series180.0ms

Counts
2 → 6
Calls
2 calls:
59.0ms
(/ (- t x) (- a z))
121.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.3s

Counts
72 → 72
Iterations
IterNodes
done5000
32273
2674
1276
0120

prune347.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
1.9b
(+ (* (- y z) (/ (- t x) (- a z))) x)
6.5b
(* (- y z) (/ (- t x) (- a z)))

rewrite76.0ms

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:
16.0ms
(/ (- t x) (- a z))
21.0ms
(+ (* (- y z) (/ (- t x) (- a z))) x)
36.0ms
(* (- y z) (/ (- t x) (- a z)))

series424.0ms

Counts
3 → 9
Calls
3 calls:
82.0ms
(/ (- t x) (- a z))
198.0ms
(+ (* (- y z) (/ (- t x) (- a z))) x)
144.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify1.6s

Counts
138 → 138
Iterations
IterNodes
done5003
21810
1519
0192

prune580.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 1.5b

localize31.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
11.7b
(fma (- y z) (/ (- t x) (- a z)) x)

rewrite34.0ms

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:
32.0ms
(/ (- t x) (- a z))
1.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series239.0ms

Counts
2 → 6
Calls
2 calls:
94.0ms
(/ (- t x) (- a z))
145.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.5s

Counts
72 → 72
Iterations
IterNodes
done5000
32273
2674
1276
0120

prune352.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 1.5b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (- a z))
0.3b
(* (- t x) (/ 1 (- a z)))
1.9b
(+ (* (- y z) (* (- t x) (/ 1 (- a z)))) x)
6.5b
(* (- y z) (* (- t x) (/ 1 (- a z))))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
50×add-sqr-sqrt
44×*-un-lft-identity
32×times-frac add-exp-log
25×add-cube-cbrt
22×associate-*r*
20×frac-times add-cbrt-cube
17×flip3-- flip--
13×prod-exp
12×pow1
10×associate-*l* associate-*l/ associate-*r/
distribute-lft-out-- difference-of-squares
cbrt-unprod
div-exp add-log-exp
associate-/r*
expm1-log1p-u pow-prod-down associate-/r/ un-div-inv insert-posit16 log1p-expm1-u
cbrt-undiv rec-exp 1-exp associate-/l* unswap-sqr
*-commutative div-inv
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ flip-+ pow-flip inv-pow
Counts
4 → 159
Calls
4 calls:
9.0ms
(/ 1 (- a z))
29.0ms
(* (- t x) (/ 1 (- a z)))
58.0ms
(+ (* (- y z) (* (- t x) (/ 1 (- a z)))) x)
84.0ms
(* (- y z) (* (- t x) (/ 1 (- a z))))

series513.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(/ 1 (- a z))
83.0ms
(* (- t x) (/ 1 (- a z)))
177.0ms
(+ (* (- y z) (* (- t x) (/ 1 (- a z)))) x)
197.0ms
(* (- y z) (* (- t x) (/ 1 (- a z))))

simplify1.7s

Counts
171 → 171
Iterations
IterNodes
done5001
22797
1625
0233

prune726.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 1.5b

regimes611.0ms

Accuracy

27.2% (7.8b remaining)

Error of 11.4b against oracle of 3.7b and baseline of 14.3b

bsearch127.0ms

Steps
ItersRangePoint
9
1.6578722780370624e+178
4.257764776247382e+185
6.562213605057352e+178
8
-4.675727803216676e+105
-1.0426937022554421e+102
-5.6084778564962155e+104

simplify3.0ms

Iterations
IterNodes
done24
124
021

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.0s7833×body80valid
193.0ms478×body640valid
143.0ms265×body1280valid
88.0ms407×body320valid
36.0ms240×body160valid
5.0ms14×body2560valid