Details

Time bar (total: 20.1s)

sample44.0ms

Algorithm
intervals
Results
16.0ms259×body80valid
3.0ms14×body640valid
1.0msbody320valid
1.0msbody1280valid
1.0msbody160valid
0.0msbody2560valid

simplify3.1s

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

prune30.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 7.7b

localize36.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
11.4b
(fma (/ (- t x) (- a z)) (- y z) x)

rewrite40.0ms

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:
35.0ms
(/ (- t x) (- a z))
1.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

series240.0ms

Counts
2 → 6
Calls
2 calls:
82.0ms
(/ (- t x) (- a z))
158.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

simplify1.7s

Counts
70 → 70
Iterations
IterNodes
done5045
32171
2671
1274
0118

prune505.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 5.0b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.3b
(* (- t x) (/ 1 (- a z)))
11.4b
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

rewrite81.0ms

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 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 → 105
Calls
3 calls:
9.0ms
(/ 1 (- a z))
68.0ms
(* (- t x) (/ 1 (- a z)))
0.0ms
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

series318.0ms

Counts
3 → 9
Calls
3 calls:
51.0ms
(/ 1 (- a z))
102.0ms
(* (- t x) (/ 1 (- a z)))
166.0ms
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

simplify3.4s

Counts
114 → 114
Iterations
IterNodes
done5004
33519
21191
1369
0155

prune820.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.9b

localize38.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
2.1b
(+ (* (/ (- t x) (- a z)) (- y z)) x)
5.0b
(* (/ (- t x) (- a z)) (- y z))

rewrite168.0ms

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:
26.0ms
(/ (- t x) (- a z))
25.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
103.0ms
(* (/ (- t x) (- a z)) (- y z))

series724.0ms

Counts
3 → 9
Calls
3 calls:
93.0ms
(/ (- t x) (- a z))
239.0ms
(+ (* (/ (- t x) (- a z)) (- y z)) x)
391.0ms
(* (/ (- t x) (- a z)) (- y z))

simplify2.0s

Counts
179 → 179
Iterations
IterNodes
done5000
21995
1712
0256

prune1.1s

Pruning

17 alts after pruning (16 fresh and 1 done)

Merged error: 4.9b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.4b
(+ (* (- t x) (/ (- y z) (- a z))) x)
2.4b
(* (- t x) (/ (- y z) (- a z)))

rewrite148.0ms

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:
36.0ms
(/ (- y z) (- a z))
37.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
67.0ms
(* (- t x) (/ (- y z) (- a z)))

series584.0ms

Counts
3 → 9
Calls
3 calls:
85.0ms
(/ (- y z) (- a z))
282.0ms
(+ (* (- t x) (/ (- y z) (- a z))) x)
217.0ms
(* (- t x) (/ (- y z) (- a z)))

simplify1.7s

Counts
135 → 135
Iterations
IterNodes
done5000
21759
1517
0189

prune714.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 2.3b

regimes610.0ms

Accuracy

12.2% (6.7b remaining)

Error of 9.9b against oracle of 3.2b and baseline of 10.9b

bsearch134.0ms

Steps
ItersRangePoint
6
3.675373565137037e-110
5.196415815707473e-109
1.7997039304786746e-109
9
-7.89161991821833e-149
-1.3510450405699621e-155
-1.00328380395392e-150

simplify5.0ms

Iterations
IterNodes
done27
127
024

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.0s7884×body80valid
104.0ms245×body1280valid
98.0ms465×body640valid
63.0ms242×body160valid
57.0ms377×body320valid
5.0ms16×body2560valid