Details

Time bar (total: 24.6s)

sample46.0ms

Algorithm
intervals
Results
19.0ms276×body80valid

simplify3.6s

Counts
1 → 1
Iterations
IterNodes
done5000
103638
91242
8657
7374
6278
5190
4116
361
233
118
010

prune16.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- z t) (- z a))
1.3b
(fma (/ (- z t) (- z a)) y x)

rewrite43.0ms

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:
40.0ms
(/ (- z t) (- z a))
1.0ms
(fma (/ (- z t) (- z a)) y x)

series195.0ms

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

simplify2.5s

Counts
70 → 70
Iterations
IterNodes
done5000
34799
2831
1266
0113

prune470.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 2 expressions with local error:

0.2b
(* (- z t) (/ 1 (- z a)))
1.3b
(fma (* (- z t) (/ 1 (- z a))) y x)

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity associate-*r*
17×times-frac
12×add-cube-cbrt
11×add-exp-log
add-cbrt-cube
associate-*l*
pow1 prod-exp distribute-lft-out-- difference-of-squares
flip3-- flip-- unswap-sqr
expm1-log1p-u frac-times div-exp associate-*l/ associate-/r/ cbrt-unprod log1p-expm1-u add-log-exp
cbrt-undiv rec-exp 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef div-inv
Counts
2 → 62
Calls
2 calls:
60.0ms
(* (- z t) (/ 1 (- z a)))
1.0ms
(fma (* (- z t) (/ 1 (- z a))) y x)

series188.0ms

Counts
2 → 6
Calls
2 calls:
74.0ms
(* (- z t) (/ 1 (- z a)))
114.0ms
(fma (* (- z t) (/ 1 (- z a))) y x)

simplify6.5s

Counts
68 → 68
Iterations
IterNodes
done5000
22645
1329
0131

prune507.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- z a))
0.0b
(+ (* (/ y (- z a)) (- z t)) x)
10.0b
(* (/ y (- z a)) (- z t))

rewrite132.0ms

Algorithm
rewrite-expression-head
Rules
68×add-sqr-sqrt
63×*-un-lft-identity
47×add-cube-cbrt
36×prod-diff
31×times-frac
22×distribute-rgt-in associate-+l+ distribute-lft-in
21×associate-*l*
10×add-cbrt-cube add-exp-log
distribute-lft-out-- difference-of-squares
pow1 associate-/r* associate-*r* add-log-exp
sub-neg flip3-- associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l*
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr
+-commutative clear-num sum-log fma-def frac-2neg flip3-+ pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 145
Calls
3 calls:
22.0ms
(/ y (- z a))
38.0ms
(+ (* (/ y (- z a)) (- z t)) x)
60.0ms
(* (/ y (- z a)) (- z t))

series373.0ms

Counts
3 → 9
Calls
3 calls:
35.0ms
(/ y (- z a))
124.0ms
(+ (* (/ y (- z a)) (- z t)) x)
214.0ms
(* (/ y (- z a)) (- z t))

simplify2.7s

Counts
154 → 154
Iterations
IterNodes
done5000
23144
1631
0226

prune947.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (* y (/ 1 (- z a))) (- z t)) x)
0.2b
(* y (/ 1 (- z a)))
10.0b
(* (* y (/ 1 (- z a))) (- z t))

rewrite176.0ms

Algorithm
rewrite-expression-head
Rules
53×add-sqr-sqrt
47×*-un-lft-identity
38×add-cube-cbrt
36×prod-diff
27×add-exp-log
26×associate-*r*
22×distribute-rgt-in associate-+l+ distribute-lft-in
17×times-frac add-cbrt-cube
13×prod-exp
10×pow1
cbrt-unprod
associate-*r/
add-log-exp
frac-times sub-neg flip3-- div-exp associate-*l* pow-prod-down un-div-inv flip-- distribute-lft-out-- difference-of-squares
expm1-log1p-u log1p-expm1-u unswap-sqr
cbrt-undiv rec-exp 1-exp associate-*l/ associate-/r/ *-commutative
+-commutative sum-log fma-def flip3-+ flip-+ div-inv
Counts
3 → 138
Calls
3 calls:
55.0ms
(+ (* (* y (/ 1 (- z a))) (- z t)) x)
39.0ms
(* y (/ 1 (- z a)))
76.0ms
(* (* y (/ 1 (- z a))) (- z t))

series420.0ms

Counts
3 → 9
Calls
3 calls:
188.0ms
(+ (* (* y (/ 1 (- z a))) (- z t)) x)
47.0ms
(* y (/ 1 (- z a)))
185.0ms
(* (* y (/ 1 (- z a))) (- z t))

simplify3.2s

Counts
147 → 147
Iterations
IterNodes
done5000
23843
1690
0234

prune901.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes522.0ms

Accuracy

41.7% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 1.2b

bsearch81.0ms

Steps
ItersRangePoint
7
1.273210862511844e-169
8.991995467258023e-168
5.380855567614572e-168
7
-1.9212019420744368e-147
-3.163484933478825e-149
-1.1090163028868352e-147

simplify3.0ms

Iterations
IterNodes
done23
123
018

end0.0ms

sample947.0ms

Algorithm
intervals
Results
472.0ms8721×body80valid
0.0msbody1280valid
0.0msbody160valid