Details

Time bar (total: 19.6s)

sample41.0ms

Algorithm
intervals
Results
21.0ms266×body80valid

simplify2.3s

Counts
1 → 1
Iterations
IterNodes
done5000
114203
101582
9731
8425
7258
6185
5149
4115
375
243
124
014

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 19.9b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma (- b y) z y)
0.5b
(fma z (- t a) (* x y))
19.9b
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

rewrite12.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 associate-/r* insert-posit16 log1p-expm1-u associate-/l* add-log-exp
fma-udef
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
3 → 52
Calls
3 calls:
0.0ms
(fma (- b y) z y)
0.0ms
(fma z (- t a) (* x y))
9.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

series451.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(fma (- b y) z y)
56.0ms
(fma z (- t a) (* x y))
355.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

simplify1.1s

Counts
61 → 61
Iterations
IterNodes
done5000
31097
2311
1137
080

prune385.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 17.8b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma (- b y) z y)
0.5b
(fma z (- t a) (* x y))
0.5b
(/ 1 (fma (- b y) z y))
19.6b
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
20×times-frac add-cube-cbrt
17×add-exp-log
13×associate-*r*
11×add-cbrt-cube
pow1
expm1-log1p-u div-exp prod-exp insert-posit16 log1p-expm1-u add-log-exp
associate-/r* associate-*l* associate-/l* unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod fma-udef div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative pow-flip inv-pow
Counts
4 → 95
Calls
4 calls:
0.0ms
(fma (- b y) z y)
0.0ms
(fma z (- t a) (* x y))
5.0ms
(/ 1 (fma (- b y) z y))
14.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

series571.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(fma (- b y) z y)
67.0ms
(fma z (- t a) (* x y))
123.0ms
(/ 1 (fma (- b y) z y))
338.0ms
(* (fma z (- t a) (* x y)) (/ 1 (fma (- b y) z y)))

simplify2.0s

Counts
107 → 107
Iterations
IterNodes
done5010
32193
2617
1242
0118

prune627.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 17.8b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma (- b y) z y)
0.5b
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
0.5b
(fma z (- t a) (* x y))
19.7b
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
54×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
17×add-exp-log
16×associate-/r*
11×add-cbrt-cube
div-exp
div-inv associate-/l*
pow1
expm1-log1p-u cbrt-undiv insert-posit16 log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp fma-udef
associate-/r/ pow-flip inv-pow
Counts
4 → 131
Calls
4 calls:
0.0ms
(fma (- b y) z y)
14.0ms
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
0.0ms
(fma z (- t a) (* x y))
7.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

series1.7s

Counts
4 → 12
Calls
4 calls:
41.0ms
(fma (- b y) z y)
1.5s
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
64.0ms
(fma z (- t a) (* x y))
178.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

simplify2.0s

Counts
143 → 143
Iterations
IterNodes
done5000
32966
2950
1398
0182

prune1.2s

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 8.2b

localize29.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ 1 (fma z (- t a) (* x y)))
0.5b
(fma z (- t a) (* x y))
0.5b
(/ 1 (fma (- b y) z y))
19.5b
(/ (/ 1 (fma (- b y) z y)) (/ 1 (fma z (- t a) (* x y))))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
439×times-frac
216×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
52×add-exp-log
36×div-exp
31×div-inv
20×add-cbrt-cube
19×associate-/r* associate-/l*
10×cbrt-undiv rec-exp 1-exp
pow1
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
pow-flip inv-pow
associate-/r/ fma-udef associate-/l/
Counts
4 → 309
Calls
4 calls:
12.0ms
(/ 1 (fma z (- t a) (* x y)))
0.0ms
(fma z (- t a) (* x y))
7.0ms
(/ 1 (fma (- b y) z y))
24.0ms
(/ (/ 1 (fma (- b y) z y)) (/ 1 (fma z (- t a) (* x y))))

series1.7s

Counts
4 → 12
Calls
4 calls:
62.0ms
(/ 1 (fma z (- t a) (* x y)))
51.0ms
(fma z (- t a) (* x y))
123.0ms
(/ 1 (fma (- b y) z y))
1.4s
(/ (/ 1 (fma (- b y) z y)) (/ 1 (fma z (- t a) (* x y))))

simplify1.9s

Counts
321 → 321
Iterations
IterNodes
done5002
22248
11184
0418

prune1.4s

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 8.2b

regimes939.0ms

Accuracy

31.3% (7.8b remaining)

Error of 18.4b against oracle of 10.6b and baseline of 21.9b

bsearch122.0ms

Steps
ItersRangePoint
8
8.593314144825802e+118
8.777301834317267e+121
8.615954677581334e+121
8
-2.045597282003089e+68
-4.910149353574579e+65
-2.7361233842143253e+67

simplify4.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.0s

Algorithm
intervals
Results
734.0ms8434×body80valid