Details

Time bar (total: 19.6s)

sample45.0ms

Algorithm
intervals
Results
14.0ms255×body80valid
3.0ms16×body640valid
2.0msbody1280valid
2.0ms10×body320valid
1.0msbody160valid

simplify3.2s

Counts
1 → 1
Iterations
IterNodes
done5000
64619
51129
4367
3128
246
123
011

prune23.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 13.3b

localize16.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
13.4b
(fma (/ (- t x) (- a z)) (- y z) x)

rewrite29.0ms

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)

series195.0ms

Counts
2 → 6
Calls
2 calls:
66.0ms
(/ (- t x) (- a z))
128.0ms
(fma (/ (- t x) (- a z)) (- y z) x)

simplify2.0s

Counts
70 → 70
Iterations
IterNodes
done5000
34626
2848
1274
0118

prune420.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 7.3b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.3b
(* (- t x) (/ 1 (- a z)))
13.4b
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

rewrite64.0ms

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:
10.0ms
(/ 1 (- a z))
48.0ms
(* (- t x) (/ 1 (- a z)))
0.0ms
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

series256.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(/ 1 (- a z))
78.0ms
(* (- t x) (/ 1 (- a z)))
135.0ms
(fma (* (- t x) (/ 1 (- a z))) (- y z) x)

simplify3.8s

Counts
114 → 114
Iterations
IterNodes
done5001
22967
1373
0155

prune543.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 5.4b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- t x))
0.6b
(/ 1 (/ (- a z) (- t x)))
13.3b
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

rewrite79.0ms

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:
29.0ms
(/ (- a z) (- t x))
28.0ms
(/ 1 (/ (- a z) (- t x)))
1.0ms
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

series448.0ms

Counts
3 → 9
Calls
3 calls:
62.0ms
(/ (- a z) (- t x))
220.0ms
(/ 1 (/ (- a z) (- t x)))
166.0ms
(fma (/ 1 (/ (- a z) (- t x))) (- y z) x)

simplify1.4s

Counts
223 → 223
Iterations
IterNodes
done5000
23262
1715
0274

prune1.0s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.4b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.8b
(+ (* (/ (- y z) (- a z)) (- t x)) x)
3.3b
(* (/ (- y z) (- a z)) (- t x))

rewrite116.0ms

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
(/ (- y z) (- a z))
23.0ms
(+ (* (/ (- y z) (- a z)) (- t x)) x)
60.0ms
(* (/ (- y z) (- a z)) (- t x))

series766.0ms

Counts
3 → 9
Calls
3 calls:
61.0ms
(/ (- y z) (- a z))
217.0ms
(+ (* (/ (- y z) (- a z)) (- t x)) x)
488.0ms
(* (/ (- y z) (- a z)) (- t x))

simplify1.5s

Counts
179 → 179
Iterations
IterNodes
done5000
23221
1716
0255

prune961.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 1.8b

regimes625.0ms

Accuracy

-0.1% (3.7b remaining)

Error of 7.5b against oracle of 3.8b and baseline of 7.5b

bsearch139.0ms

Steps
ItersRangePoint
9
9.180063932475843e-204
1.0400915298588633e-197
2.406524337071742e-201
8
-5.729088054015752e-142
-1.3930320799902115e-145
-9.76162443591342e-143

simplify6.0ms

Iterations
IterNodes
done30
130
023

end0.0ms

sample1.7s

Algorithm
intervals
Results
604.0ms7765×body80valid
470.0ms409×body320valid
103.0ms509×body640valid
92.0ms261×body1280valid
27.0ms260×body160valid
5.0ms14×body2560valid