Details

Time bar (total: 1.8m)

sample279.0ms

Algorithm
intervals
Results
152.0ms252×body10240exit
62.0ms97×body1280valid
32.0ms80×body640valid
12.0ms42×body320valid
3.0ms22×body160valid
1.0ms15×body80valid

simplify70.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
70.0ms
(/ (- (exp x) (exp (- x))) (+ (exp x) (exp (- x))))

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 57.2b

localize15.0ms

Local error

Found 3 expressions with local error:

5.9b
(- (exp x) (exp (- x)))
0.7b
(/ (- (exp x) (exp (- x))) (+ (exp x) (exp (- x))))
0.0b
(+ (exp x) (exp (- x)))

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
48×*-un-lft-identity
34×add-sqr-sqrt
22×add-cube-cbrt
20×times-frac
prod-diff
distribute-lft-out add-log-exp
distribute-lft-out-- difference-of-squares
add-cbrt-cube add-exp-log associate-/l*
associate-/r*
expm1-log1p-u pow1 fma-def fma-neg insert-posit16 log1p-expm1-u
flip3-+ flip3-- associate-/r/ flip-+ flip-- associate-/l/
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg diff-log div-sub div-exp tanh-undef div-inv
Counts
3 → 97
Calls
3 calls:
Slowest
43.0ms
(/ (- (exp x) (exp (- x))) (+ (exp x) (exp (- x))))
13.0ms
(- (exp x) (exp (- x)))
10.0ms
(+ (exp x) (exp (- x)))

series220.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
124.0ms
(/ (- (exp x) (exp (- x))) (+ (exp x) (exp (- x))))
65.0ms
(- (exp x) (exp (- x)))
31.0ms
(+ (exp x) (exp (- x)))

simplify5.8s

Counts
91 → 106
Calls
91 calls:
Slowest
361.0ms
(- (pow (exp x) 3) (pow (exp (- x)) 3))
299.0ms
(+ (* 2 x) (+ (* 1/3 (pow x 3)) (* 1/60 (pow x 5))))
259.0ms
(fma (sqrt (exp x)) (sqrt (exp x)) (- (* (cbrt (exp (- x))) (* (cbrt (exp (- x))) (cbrt (exp (- x)))))))
254.0ms
(/ (- (exp x) (exp (* -1 x))) (+ (exp (* -1 x)) (exp x)))
241.0ms
(fma 1 (exp x) (- (* (cbrt (exp (- x))) (* (cbrt (exp (- x))) (cbrt (exp (- x)))))))

prune806.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize6.0ms

Local error

Found 1 expressions with local error:

0.0b
(tanh x)

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt expm1-log1p-u pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt insert-posit16 log1p-expm1-u tanh-def add-log-exp
Counts
1 → 13
Calls
1 calls:
Slowest
2.0ms
(tanh x)

series143.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
143.0ms
(tanh x)

simplify637.0ms

Counts
3 → 16
Calls
3 calls:
Slowest
341.0ms
(/ (- (exp x) (exp (* -1 x))) (+ (exp (* -1 x)) (exp x)))
198.0ms
(- (+ x (* 2/15 (pow x 5))) (* 1/3 (pow x 3)))
96.0ms
(/ (- (exp x) (exp (- x))) (+ (exp x) (exp (- x))))

prune119.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize27.0ms

Local error

Found 3 expressions with local error:

0.3b
(* x -1/3)
0.0b
(fma (* x -1/3) (* x x) (fma 2/15 (pow x 5) x))
0.0b
(fma 2/15 (pow x 5) x)

rewrite12.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
expm1-log1p-u associate-*r* associate-*l* insert-posit16 log1p-expm1-u add-log-exp
fma-udef
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
3 → 43
Calls
3 calls:
Slowest
10.0ms
(* x -1/3)
0.0ms
(fma (* x -1/3) (* x x) (fma 2/15 (pow x 5) x))
0.0ms
(fma 2/15 (pow x 5) x)

series325.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
189.0ms
(fma 2/15 (pow x 5) x)
109.0ms
(fma (* x -1/3) (* x x) (fma 2/15 (pow x 5) x))
27.0ms
(* x -1/3)

simplify1.2s

Counts
18 → 52
Calls
18 calls:
Slowest
210.0ms
(* (* (* x x) x) (* (* -1/3 -1/3) -1/3))
207.0ms
(- (+ x (* 2/15 (pow x 5))) (* 1/3 (pow x 3)))
179.0ms
(- (+ x (* 2/15 (pow x 5))) (* 1/3 (pow x 3)))
146.0ms
(- (+ x (* 2/15 (pow x 5))) (* 1/3 (pow x 3)))
143.0ms
(+ x (* 2/15 (pow x 5)))

prune479.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize11.0ms

Local error

Found 4 expressions with local error:

35.9b
(cbrt (* (* (tanh x) (tanh x)) (tanh x)))
0.1b
(* (* (tanh x) (tanh x)) (tanh x))
0.0b
(* (tanh x) (tanh x))
0.0b
(tanh x)

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
171×frac-times
105×tanh-def
63×cbrt-div
57×associate-*l/
33×associate-*r/
30×pow1
12×add-sqr-sqrt
11×add-cbrt-cube add-exp-log
*-un-lft-identity add-cube-cbrt
pow-plus pow-prod-up
associate-*r*
expm1-log1p-u associate-*l* pow-prod-down prod-exp cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
pow2 swap-sqr pow-sqr
pow3 *-commutative unswap-sqr
cbrt-prod pow1/3 rem-cbrt-cube
Counts
4 → 226
Calls
4 calls:
Slowest
51.0ms
(* (* (tanh x) (tanh x)) (tanh x))
35.0ms
(cbrt (* (* (tanh x) (tanh x)) (tanh x)))
24.0ms
(* (tanh x) (tanh x))
2.0ms
(tanh x)

series510.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
170.0ms
(* (* (tanh x) (tanh x)) (tanh x))
120.0ms
(cbrt (* (* (tanh x) (tanh x)) (tanh x)))
116.0ms
(* (tanh x) (tanh x))
104.0ms
(tanh x)

simplify1.4m

Counts
254 → 238
Calls
254 calls:
Slowest
1.3s
(* (+ (exp x) (exp (- x))) (+ (exp (* 2 x)) 1))
1.2s
(* (+ (exp x) (exp (- x))) (+ (exp (* 2 x)) 1))
1.1s
(* (* (+ (exp x) (exp (- x))) (+ (exp (* 2 x)) 1)) (+ 1 (exp (* -2 x))))
938.0ms
(* (+ (exp x) (exp (- x))) (+ (exp (* 2 x)) 1))
884.0ms
(* (* (+ (exp x) (exp (- x))) (+ 1 (exp (* -2 x)))) (+ (exp (* 2 x)) 1))

prune2.3s

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

regimes26.0ms

Accuracy

0% (0.0b remaining)

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

bsearch1.0ms

end0.0ms

sample11.1s

Algorithm
intervals
Results
6.2s7641×body10240exit
2.9s3336×body1280valid
1.2s2384×body640valid
423.0ms1229×body320valid
121.0ms626×body160valid
38.0ms425×body80valid