Details

Time bar (total: 20.6s)

sample107.0ms

Algorithm
intervals
Results
59.0ms384×body80valid
20.0ms136×body80nan

simplify1.5s

Counts
1 → 1
Iterations
IterNodes
done2047
62047
5655
4215
397
252
126
012

prune16.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.2b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (+ 1 (* 10 k)) (* k k))
0.0b
(* a (pow k m))
1.2b
(/ (* a (pow k m)) (+ (+ 1 (* 10 k)) (* k k)))

rewrite103.0ms

Algorithm
rewrite-expression-head
Rules
18×add-exp-log
14×add-sqr-sqrt
10×add-cbrt-cube
*-un-lft-identity add-cube-cbrt
add-log-exp
associate-*r*
prod-exp
unpow-prod-down div-exp
expm1-log1p-u pow1 associate-/r* sum-log fma-def times-frac associate-*l* insert-posit16 log1p-expm1-u unswap-sqr
pow-to-exp cbrt-undiv flip3-+ pow-exp associate-/r/ cbrt-unprod flip-+ sqr-pow
+-commutative associate-+l+ clear-num frac-2neg *-commutative div-inv associate-/l*
Counts
3 → 75
Calls
3 calls:
39.0ms
(+ (+ 1 (* 10 k)) (* k k))
18.0ms
(* a (pow k m))
45.0ms
(/ (* a (pow k m)) (+ (+ 1 (* 10 k)) (* k k)))

series242.0ms

Counts
3 → 9
Calls
3 calls:
18.0ms
(+ (+ 1 (* 10 k)) (* k k))
78.0ms
(* a (pow k m))
145.0ms
(/ (* a (pow k m)) (+ (+ 1 (* 10 k)) (* k k)))

simplify1.3s

Counts
84 → 84
Iterations
IterNodes
done2024
32024
21531
1421
0159

prune850.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 1.2b

localize46.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
0.0b
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
14.0b
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
14.0b
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

rewrite131.0ms

Algorithm
rewrite-expression-head
Rules
120×times-frac
72×sqrt-prod
61×add-sqr-sqrt
57×*-un-lft-identity add-cube-cbrt
30×add-exp-log
22×sqrt-div
18×add-cbrt-cube associate-/r/
13×div-exp associate-/l*
12×associate-/r*
11×flip3-+ flip-+
div-inv
cbrt-undiv
pow1 prod-exp
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
pow-to-exp rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-exp cbrt-unprod hypot-def
associate-/l/
Counts
4 → 186
Calls
4 calls:
26.0ms
(/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
58.0ms
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
25.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
17.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

series435.0ms

Counts
4 → 12
Calls
4 calls:
185.0ms
(/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
160.0ms
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (+ (+ 1 (* 10 k)) (* k k))))
47.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
44.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

simplify1.1s

Counts
198 → 198
Iterations
IterNodes
done2000
22000
1724
0280

prune2.6s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize50.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (sqrt (+ (+ 1 (* 10 k)) (* k k)))))
14.0b
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
14.0b
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
14.0b
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

rewrite126.0ms

Algorithm
rewrite-expression-head
Rules
168×times-frac
156×sqrt-prod
82×add-sqr-sqrt
76×*-un-lft-identity add-cube-cbrt
30×sqrt-div
22×associate-/r/
20×add-exp-log
14×flip3-+ flip-+
13×add-cbrt-cube
12×associate-/l*
11×div-inv
associate-/r* div-exp
pow1
cbrt-undiv
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
rem-sqrt-square sqrt-pow1 pow1/2 prod-exp hypot-def
pow-to-exp clear-num frac-2neg pow-exp cbrt-unprod associate-/l/
Counts
4 → 210
Calls
4 calls:
68.0ms
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (sqrt (+ (+ 1 (* 10 k)) (* k k)))))
16.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
16.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
19.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

series394.0ms

Counts
4 → 12
Calls
4 calls:
258.0ms
(/ (/ (* a (pow k m)) (sqrt (+ (+ 1 (* 10 k)) (* k k)))) (sqrt (sqrt (+ (+ 1 (* 10 k)) (* k k)))))
36.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
50.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))
50.0ms
(sqrt (+ (+ 1 (* 10 k)) (* k k)))

simplify1.3s

Counts
222 → 222
Iterations
IterNodes
done2001
22001
1805
0319

prune3.6s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize41.0ms

Local error

Found 4 expressions with local error:

1.2b
(/ (* (pow k m) a) (fma k (+ k 10) 1))
1.2b
(/ (* (pow k m) a) (fma k (+ k 10) 1))
1.2b
(/ (* (pow k m) a) (fma k (+ k 10) 1))
14.6b
(cbrt (* (* (/ (* (pow k m) a) (fma k (+ k 10) 1)) (/ (* (pow k m) a) (fma k (+ k 10) 1))) (/ (* (pow k m) a) (fma k (+ k 10) 1))))

rewrite125.0ms

Algorithm
rewrite-expression-head
Rules
34×add-exp-log
19×add-cbrt-cube
12×div-exp
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-/r* times-frac prod-exp
cbrt-div
cbrt-undiv
frac-times associate-*l/
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
pow-to-exp clear-num frac-2neg pow-exp associate-*r/ cbrt-unprod div-inv associate-/l*
cbrt-prod pow1/3 pow3 rem-cbrt-cube
Counts
4 → 98
Calls
4 calls:
10.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
16.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
10.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
87.0ms
(cbrt (* (* (/ (* (pow k m) a) (fma k (+ k 10) 1)) (/ (* (pow k m) a) (fma k (+ k 10) 1))) (/ (* (pow k m) a) (fma k (+ k 10) 1))))

series617.0ms

Counts
4 → 12
Calls
4 calls:
174.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
146.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
135.0ms
(/ (* (pow k m) a) (fma k (+ k 10) 1))
161.0ms
(cbrt (* (* (/ (* (pow k m) a) (fma k (+ k 10) 1)) (/ (* (pow k m) a) (fma k (+ k 10) 1))) (/ (* (pow k m) a) (fma k (+ k 10) 1))))

simplify1.2s

Counts
110 → 110
Iterations
IterNodes
done2000
32000
21167
1363
0139

prune1.4s

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes316.0ms

Accuracy

92.1% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 2.0b

bsearch96.0ms

Steps
ItersRangePoint
8
1.3481016745397874e+138
8.814273209687855e+141
8.663816625552649e+141

simplify10.0ms

Iterations
IterNodes
done55
355
250
143
032

end0.0ms

sample2.9s

Algorithm
intervals
Results
1.8s11956×body80valid
600.0ms4252×body80nan