Details

Time bar (total: 17.4s)

sample37.0ms

Algorithm
intervals
Results
18.0ms273×body80valid
3.0ms12×body640valid
2.0msbody1280valid
1.0msbody320valid
1.0msbody160valid

simplify3.8s

Counts
1 → 1
Iterations
IterNodes
done5005
62502
5895
4343
3126
246
123
011

prune20.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.6b

localize18.0ms

Local error

Found 2 expressions with local error:

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

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:
20.0ms
(/ (- t x) (- a z))
0.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series164.0ms

Counts
2 → 6
Calls
2 calls:
59.0ms
(/ (- t x) (- a z))
106.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.7s

Counts
72 → 72
Iterations
IterNodes
done5010
32144
2663
1276
0120

prune352.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

localize27.0ms

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)))

rewrite118.0ms

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:
32.0ms
(/ (- t x) (- a z))
17.0ms
(+ (* (- y z) (/ (- t x) (- a z))) x)
64.0ms
(* (- y z) (/ (- t x) (- a z)))

series501.0ms

Counts
3 → 9
Calls
3 calls:
59.0ms
(/ (- t x) (- a z))
236.0ms
(+ (* (- y z) (/ (- t x) (- a z))) x)
206.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify1.5s

Counts
138 → 138
Iterations
IterNodes
done5000
21801
1519
0192

prune620.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 1.5b

localize27.0ms

Local error

Found 2 expressions with local error:

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

rewrite21.0ms

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:
20.0ms
(/ (- t x) (- a z))
0.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series204.0ms

Counts
2 → 6
Calls
2 calls:
75.0ms
(/ (- t x) (- a z))
129.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.8s

Counts
72 → 72
Iterations
IterNodes
done5010
32144
2663
1276
0120

prune471.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 1.5b

localize35.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.3b
(* (- t x) (/ 1 (- a z)))
11.7b
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

rewrite80.0ms

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-/r* associate-*l*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
frac-times cbrt-undiv rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 108
Calls
3 calls:
15.0ms
(/ 1 (- a z))
62.0ms
(* (- t x) (/ 1 (- a z)))
1.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

series253.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(/ 1 (- a z))
56.0ms
(* (- t x) (/ 1 (- a z)))
154.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

simplify2.5s

Counts
117 → 117
Iterations
IterNodes
done5001
33563
21195
1373
0158

prune449.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 1.5b

regimes791.0ms

Accuracy

27.2% (7.8b remaining)

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

bsearch145.0ms

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

simplify6.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.8s

Algorithm
intervals
Results
913.0ms7833×body80valid
224.0ms478×body640valid
152.0ms407×body320valid
125.0ms265×body1280valid
65.0ms240×body160valid
7.0ms14×body2560valid