Details

Time bar (total: 17.4s)

sample37.0ms

Algorithm
intervals
Results
14.0ms272×body80valid

simplify2.7s

Counts
1 → 1
Iterations
IterNodes
done5001
91738
8588
7279
6203
5170
4125
375
243
124
014

prune17.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 22.9b

localize40.0ms

Local error

Found 3 expressions with local error:

0.0b
(* z (- t a))
0.3b
(fma y x (* z (- t a)))
22.2b
(/ (fma y x (* z (- t a))) (fma z (- b y) y))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
27×*-un-lft-identity
25×add-cube-cbrt
18×prod-diff
11×distribute-rgt-in distribute-lft-in
times-frac
add-cbrt-cube add-exp-log
pow1 associate-*r*
expm1-log1p-u associate-/r* associate-*l* log1p-expm1-u associate-/l* add-log-exp
sub-neg associate-*r/
cbrt-undiv clear-num frac-2neg flip3-- div-exp pow-prod-down prod-exp *-commutative cbrt-unprod fma-udef div-inv flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 85
Calls
3 calls:
18.0ms
(* z (- t a))
0.0ms
(fma y x (* z (- t a)))
7.0ms
(/ (fma y x (* z (- t a))) (fma z (- b y) y))

series811.0ms

Counts
3 → 9
Calls
3 calls:
54.0ms
(* z (- t a))
102.0ms
(fma y x (* z (- t a)))
655.0ms
(/ (fma y x (* z (- t a))) (fma z (- b y) y))

simplify894.0ms

Counts
94 → 94
Iterations
IterNodes
done5001
21108
1337
0164

prune646.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 22.3b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- t a) z)
0.3b
(fma y x (* (- t a) z))
22.2b
(/ (fma y x (* (- t a) z)) (fma z (- b y) y))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×*-un-lft-identity
13×add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
pow1 associate-*l*
expm1-log1p-u associate-/r* associate-*r* log1p-expm1-u associate-/l* add-log-exp
associate-*l/
cbrt-undiv clear-num frac-2neg flip3-- div-exp pow-prod-down prod-exp *-commutative cbrt-unprod fma-udef div-inv flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 63
Calls
3 calls:
17.0ms
(* (- t a) z)
0.0ms
(fma y x (* (- t a) z))
4.0ms
(/ (fma y x (* (- t a) z)) (fma z (- b y) y))

series482.0ms

Counts
3 → 9
Calls
3 calls:
36.0ms
(* (- t a) z)
54.0ms
(fma y x (* (- t a) z))
393.0ms
(/ (fma y x (* (- t a) z)) (fma z (- b y) y))

simplify954.0ms

Counts
72 → 72
Iterations
IterNodes
done5001
2760
1216
0112

prune551.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 22.3b

localize38.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- t a) z)
0.3b
(fma y x (* (- t a) z))
0.4b
(/ 1 (fma z (- b y) y))
22.2b
(* (fma y x (* (- t a) z)) (/ 1 (fma z (- b y) y)))

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
25×*-un-lft-identity
22×add-cube-cbrt
20×times-frac
19×add-exp-log
16×associate-*r*
13×add-cbrt-cube
pow1
associate-*l*
prod-exp
expm1-log1p-u div-exp log1p-expm1-u add-log-exp unswap-sqr
associate-/r* cbrt-unprod associate-/l*
cbrt-undiv rec-exp 1-exp pow-prod-down associate-*l/ *-commutative div-inv
clear-num frac-2neg flip3-- associate-*r/ un-div-inv fma-udef pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 105
Calls
4 calls:
24.0ms
(* (- t a) z)
0.0ms
(fma y x (* (- t a) z))
6.0ms
(/ 1 (fma z (- b y) y))
21.0ms
(* (fma y x (* (- t a) z)) (/ 1 (fma z (- b y) y)))

series554.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(* (- t a) z)
64.0ms
(fma y x (* (- t a) z))
67.0ms
(/ 1 (fma z (- b y) y))
378.0ms
(* (fma y x (* (- t a) z)) (/ 1 (fma z (- b y) y)))

simplify2.2s

Counts
117 → 117
Iterations
IterNodes
done5001
21982
1323
0149

prune808.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 22.3b

localize39.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- t a) z)
0.3b
(fma y x (* (- t a) z))
0.4b
(/ 1 (/ (fma z (- b y) y) (fma y x (* (- t a) z))))
22.2b
(/ (fma z (- b y) y) (fma y x (* (- t a) z)))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
60×add-sqr-sqrt
58×*-un-lft-identity
56×add-cube-cbrt
19×add-exp-log
16×associate-/r*
13×add-cbrt-cube
div-exp
pow1
div-inv associate-/l*
associate-*l*
expm1-log1p-u cbrt-undiv log1p-expm1-u add-log-exp
associate-*r*
rec-exp clear-num frac-2neg 1-exp associate-*l/
flip3-- pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod fma-udef pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
4 → 141
Calls
4 calls:
25.0ms
(* (- t a) z)
0.0ms
(fma y x (* (- t a) z))
9.0ms
(/ 1 (/ (fma z (- b y) y) (fma y x (* (- t a) z))))
6.0ms
(/ (fma z (- b y) y) (fma y x (* (- t a) z)))

series876.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(* (- t a) z)
82.0ms
(fma y x (* (- t a) z))
622.0ms
(/ 1 (/ (fma z (- b y) y) (fma y x (* (- t a) z))))
127.0ms
(/ (fma z (- b y) y) (fma y x (* (- t a) z)))

simplify1.5s

Counts
153 → 153
Iterations
IterNodes
done5002
22194
1483
0213

prune1.1s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 8.3b

regimes1.2s

Accuracy

32.8% (8.2b remaining)

Error of 19.1b against oracle of 10.8b and baseline of 23.1b

bsearch123.0ms

Steps
ItersRangePoint
6
1.770057870633885e+84
1.5192017912580791e+85
1.500183368090721e+85
8
-2.8861031894113186e+168
-3.35691658268957e+164
-4.812224200595294e+164

simplify3.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.0s8417×body80valid