Average Error: 0.4 → 0.2
Time: 16.1s
Precision: 64
Internal Precision: 128
\[\left(\left(\left(e + d\right) + c\right) + b\right) + a\]
\[\log \left(e^{\left(c + a\right) + \left(d + b\right)}\right) + e\]

Error

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus d

Bits error versus e

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original0.4
Target0.2
Herbie0.2
\[\left(d + \left(c + \left(a + b\right)\right)\right) + e\]

Derivation

  1. Initial program 0.4

    \[\left(\left(\left(e + d\right) + c\right) + b\right) + a\]
  2. Initial simplification0.2

    \[\leadsto \left(\left(a + d\right) + \left(c + b\right)\right) + e\]
  3. Using strategy rm
  4. Applied +-commutative0.2

    \[\leadsto \color{blue}{\left(\left(c + b\right) + \left(a + d\right)\right)} + e\]
  5. Using strategy rm
  6. Applied add-log-exp0.2

    \[\leadsto \left(\left(c + b\right) + \color{blue}{\log \left(e^{a + d}\right)}\right) + e\]
  7. Applied add-log-exp0.2

    \[\leadsto \left(\color{blue}{\log \left(e^{c + b}\right)} + \log \left(e^{a + d}\right)\right) + e\]
  8. Applied sum-log0.2

    \[\leadsto \color{blue}{\log \left(e^{c + b} \cdot e^{a + d}\right)} + e\]
  9. Simplified0.2

    \[\leadsto \log \color{blue}{\left(e^{\left(b + d\right) + \left(c + a\right)}\right)} + e\]
  10. Final simplification0.2

    \[\leadsto \log \left(e^{\left(c + a\right) + \left(d + b\right)}\right) + e\]

Reproduce

herbie shell --seed 2018362 
(FPCore (a b c d e)
  :name "Expression 1, p15"
  :pre (<= 1 a 2 b 4 c 8 d 16 e 32)

  :herbie-target
  (+ (+ d (+ c (+ a b))) e)

  (+ (+ (+ (+ e d) c) b) a))

Details

Time bar (total: 13.5s)Debug log

start62.0ms

Algorithm
intervals

setup199.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize12.0ms

Local error

Found 2 expressions with local error:

0.3b
(+ (+ a d) (+ c b))
0.2b
(+ (+ (+ a d) (+ c b)) e)

rewrite33.0ms

Algorithm
rewrite-expression-head
Counts
2 → 29
Calls

2 calls. Slowest were:

27.0ms
(+ (+ (+ a d) (+ c b)) e)
5.0ms
(+ (+ a d) (+ c b))

series67.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

45.0ms
(+ (+ (+ a d) (+ c b)) e)
21.0ms
(+ (+ a d) (+ c b))

simplify2.8s

Counts
17 → 35
Calls

17 calls. Slowest were:

583.0ms
(+ (* (+ (pow a 3) (pow d 3)) (- c b)) (* (+ (* a a) (- (* d d) (* a d))) (- (* c c) (* b b))))
478.0ms
(+ (* (- (* a a) (* d d)) (- c b)) (* (- a d) (- (* c c) (* b b))))
426.0ms
(* (+ (* a a) (- (* d d) (* a d))) (- c b))

prune372.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize7.0ms

Local error

Found 2 expressions with local error:

0.3b
(+ (+ c b) (+ a d))
0.2b
(+ (+ (+ c b) (+ a d)) e)

rewrite32.0ms

Algorithm
rewrite-expression-head
Counts
2 → 29
Calls

2 calls. Slowest were:

25.0ms
(+ (+ (+ c b) (+ a d)) e)
7.0ms
(+ (+ c b) (+ a d))

series74.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

53.0ms
(+ (+ (+ c b) (+ a d)) e)
22.0ms
(+ (+ c b) (+ a d))

simplify2.2s

Counts
17 → 35
Calls

17 calls. Slowest were:

461.0ms
(+ (* (+ (pow c 3) (pow b 3)) (- a d)) (* (+ (* c c) (- (* b b) (* c b))) (- (* a a) (* d d))))
415.0ms
(* (+ (* c c) (- (* b b) (* c b))) (+ (* a a) (- (* d d) (* a d))))
374.0ms
(+ (* (- (* c c) (* b b)) (- a d)) (* (- c b) (- (* a a) (* d d))))

prune333.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize11.0ms

Local error

Found 2 expressions with local error:

0.2b
(+ (+ a d) (+ (+ c b) e))
0.1b
(+ (+ c b) e)

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
2 → 29
Calls

2 calls. Slowest were:

14.0ms
(+ (+ a d) (+ (+ c b) e))
4.0ms
(+ (+ c b) e)

series79.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

61.0ms
(+ (+ a d) (+ (+ c b) e))
18.0ms
(+ (+ c b) e)

simplify1.8s

Counts
16 → 35
Calls

16 calls. Slowest were:

319.0ms
(* (- a d) (- (+ c b) e))
283.0ms
(* (exp (+ a d)) (exp (+ (+ c b) e)))
213.0ms
(+ (* (- (* a a) (* d d)) (+ (* (+ c b) (+ c b)) (- (* e e) (* (+ c b) e)))) (* (- a d) (+ (pow (+ c b) 3) (pow e 3))))

prune408.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize17.0ms

Local error

Found 4 expressions with local error:

2.5b
(exp (+ (+ b d) (+ c a)))
0.2b
(+ (+ b d) (+ c a))
0.2b
(+ (log (exp (+ (+ b d) (+ c a)))) e)
0.0b
(log (exp (+ (+ b d) (+ c a))))

rewrite130.0ms

Algorithm
rewrite-expression-head
Counts
4 → 63
Calls

4 calls. Slowest were:

86.0ms
(+ (log (exp (+ (+ b d) (+ c a)))) e)
19.0ms
(log (exp (+ (+ b d) (+ c a))))
15.0ms
(exp (+ (+ b d) (+ c a)))

series146.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

45.0ms
(exp (+ (+ b d) (+ c a)))
45.0ms
(+ (log (exp (+ (+ b d) (+ c a)))) e)
33.0ms
(+ (+ b d) (+ c a))
23.0ms
(log (exp (+ (+ b d) (+ c a))))

simplify3.4s

Counts
42 → 75
Calls

42 calls. Slowest were:

549.0ms
(+ (* (+ (pow b 3) (pow d 3)) (- c a)) (* (+ (* b b) (- (* d d) (* b d))) (- (* c c) (* a a))))
434.0ms
(* (+ (* b b) (- (* d d) (* b d))) (+ (* c c) (- (* a a) (* c a))))
365.0ms
(+ (* (- (* b b) (* d d)) (- c a)) (* (- b d) (- (* c c) (* a a))))

prune1.0s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes334.0ms

Accuracy

0% (0.2b remaining)

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

bsearch1.0ms