Details

Time bar (total: 16.7s)

sample43.0ms

Algorithm
intervals
Results
18.0ms255×body80valid
3.0ms20×body640valid
2.0ms13×body320valid
1.0msbody1280valid
1.0msbody160valid

simplify2.5s

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

prune25.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.1b

localize17.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
14.7b
(fma (/ (- t x) (- a z)) (- y z) x)

rewrite28.0ms

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/ 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 → 64
Calls
2 calls:
26.0ms
(/ (- t x) (- a z))
0.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

series181.0ms

Counts
2 → 6
Calls
2 calls:
71.0ms
(/ (- t x) (- a z))
110.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

simplify1.5s

Counts
70 → 70
Iterations
IterNodes
done5045
32171
2671
1274
0118

prune393.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.2b

localize27.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- t x))
0.4b
(/ 1 (/ (- a z) (- t x)))
14.7b
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
195×add-sqr-sqrt *-un-lft-identity
91×add-cube-cbrt
52×distribute-lft-out-- difference-of-squares
36×associate-/r*
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
div-exp associate-/l*
flip3-- div-inv flip--
pow1 cbrt-undiv
expm1-log1p-u log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp associate-/l/
div-sub fma-udef pow-flip inv-pow
Counts
3 → 214
Calls
3 calls:
25.0ms
(/ (- a z) (- t x))
37.0ms
(/ 1 (/ (- a z) (- t x)))
0.0ms
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

series502.0ms

Counts
3 → 9
Calls
3 calls:
67.0ms
(/ (- a z) (- t x))
259.0ms
(/ 1 (/ (- a z) (- t x)))
176.0ms
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

simplify1.7s

Counts
223 → 223
Iterations
IterNodes
done5000
22270
1708
0274

prune1.2s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.2b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
3.5b
(+ (* (/ (- t x) (- a z)) (- y z)) x)
5.0b
(* (/ (- t x) (- a z)) (- y z))

rewrite150.0ms

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 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 → 170
Calls
3 calls:
28.0ms
(/ (- t x) (- a z))
32.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
79.0ms
(* (/ (- t x) (- a z)) (- y z))

series593.0ms

Counts
3 → 9
Calls
3 calls:
79.0ms
(/ (- t x) (- a z))
223.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
291.0ms
(* (/ (- t x) (- a z)) (- y z))

simplify1.8s

Counts
179 → 179
Iterations
IterNodes
done5000
21995
1712
0256

prune1.1s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.1b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
2.7b
(+ (* (- t x) (/ (- y z) (- a z))) x)
3.5b
(* (- t x) (/ (- y z) (- a z)))

rewrite142.0ms

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 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 → 126
Calls
3 calls:
29.0ms
(/ (- y z) (- a z))
28.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
78.0ms
(* (- t x) (/ (- y z) (- a z)))

series365.0ms

Counts
3 → 9
Calls
3 calls:
53.0ms
(/ (- y z) (- a z))
174.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
138.0ms
(* (- t x) (/ (- y z) (- a z)))

simplify1.3s

Counts
135 → 135
Iterations
IterNodes
done5000
21759
1517
0189

prune632.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 3.6b

regimes842.0ms

Accuracy

29.3% (5.7b remaining)

Error of 9.3b against oracle of 3.6b and baseline of 11.7b

bsearch151.0ms

Steps
ItersRangePoint
11
5.1631975674819804e-138
5.42072859804174e-111
6.7132731075641235e-136
8
-1.6522177722814347e-125
-5.998325240897579e-128
-3.0582848762601583e-127

simplify5.0ms

Iterations
IterNodes
done33
133
024

end0.0ms

sample1.4s

Algorithm
intervals
Results
696.0ms7883×body80valid
130.0ms484×body640valid
89.0ms425×body320valid
68.0ms270×body1280valid
25.0ms229×body160valid
4.0ms13×body2560valid