


Bits error versus x



Bits error versus eps
Results
if eps < -927650147542.7433Initial program 30.4
rmApplied cos-sum0.8
if -927650147542.7433 < eps < 4.821012023305857e-05Initial program 48.6
rmApplied diff-cos37.4
Simplified1.1
if 4.821012023305857e-05 < eps Initial program 31.3
rmApplied cos-sum0.9
Applied associate--l-0.9
Final simplification1.0
herbie shell --seed 2019008
(FPCore (x eps)
:name "2cos (problem 3.3.5)"
(- (cos (+ x eps)) (cos x)))
Time bar (total: 16.5s)Debug log
1 calls. Slowest were:
| 7.0ms | (- (cos (+ x eps)) (cos x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 40.9b
Found 2 expressions with local error:
| 4.3b | (cos (+ x eps)) |
| 1.2b | (- (cos (+ x eps)) (cos x)) |
2 calls. Slowest were:
| 9.0ms | (- (cos (+ x eps)) (cos x)) |
| 3.0ms | (cos (+ x eps)) |
2 calls. Slowest were:
| 97.0ms | (- (cos (+ x eps)) (cos x)) |
| 21.0ms | (cos (+ x eps)) |
13 calls. Slowest were:
| 262.0ms | (- (* 1/6 (* (pow x 3) eps)) (+ (* 1/2 (pow eps 2)) (* x eps))) |
| 102.0ms | (- 1 (+ (* x eps) (* 1/2 (pow x 2)))) |
| 38.0ms | (* (sin (/ (- (+ x eps) x) 2)) (sin (/ (+ (+ x eps) x) 2))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.3b
Found 2 expressions with local error:
| 4.3b | (sin (/ (+ (+ x x) eps) 2)) |
| 0.3b | (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
2 calls. Slowest were:
| 17.0ms | (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 9.0ms | (sin (/ (+ (+ x x) eps) 2)) |
2 calls. Slowest were:
| 84.0ms | (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 21.0ms | (sin (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 227.0ms | (- (+ (* 1/4 (pow eps 2)) (* 1/2 (* x eps))) (* 1/12 (* (pow x 3) eps))) |
| 101.0ms | (* (* (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ (+ (+ x x) eps) 2))) (sin (/ (+ (+ x x) eps) 2))) (* (* (sin (/ eps 2)) (sin (/ eps 2))) (sin (/ eps 2)))) |
| 60.0ms | (- (+ x (* 1/2 eps)) (* 1/6 (pow x 3))) |
11 alts after pruning (10 fresh and 1 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 4.3b | (sin (/ (+ (+ x x) eps) 2)) |
| 0.6b | (cbrt (sin (/ eps 2))) |
| 0.6b | (cbrt (sin (/ eps 2))) |
| 0.6b | (cbrt (sin (/ eps 2))) |
4 calls. Slowest were:
| 5.0ms | (sin (/ (+ (+ x x) eps) 2)) |
| 3.0ms | (cbrt (sin (/ eps 2))) |
| 1.0ms | (cbrt (sin (/ eps 2))) |
4 calls. Slowest were:
| 175.0ms | (cbrt (sin (/ eps 2))) |
| 139.0ms | (cbrt (sin (/ eps 2))) |
| 122.0ms | (cbrt (sin (/ eps 2))) |
| 26.0ms | (sin (/ (+ (+ x x) eps) 2)) |
21 calls. Slowest were:
| 355.0ms | (- (exp (* 1/3 (+ (log 1/2) (log eps)))) (+ (* 1/51840 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 4))) (* 1/72 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 2))))) |
| 327.0ms | (- (exp (* 1/3 (+ (log 1/2) (log eps)))) (+ (* 1/51840 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 4))) (* 1/72 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 2))))) |
| 318.0ms | (- (exp (* 1/3 (+ (log 1/2) (log eps)))) (+ (* 1/51840 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 4))) (* 1/72 (* (exp (* 1/3 (+ (log 1/2) (log eps)))) (pow eps 2))))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 5.4b | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 5.4b | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 5.4b | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 4.3b | (sin (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 5.0ms | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 5.0ms | (sin (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
4 calls. Slowest were:
| 182.0ms | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 153.0ms | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 150.0ms | (cbrt (* (sin (/ (+ (+ x x) eps) 2)) (sin (/ eps 2)))) |
| 35.0ms | (sin (/ (+ (+ x x) eps) 2)) |
18 calls. Slowest were:
| 346.0ms | (- (+ (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4)))) (* 1/3 (* x (exp (* 1/3 (- (log 2) (log eps))))))) (* 13/162 (* (pow x 2) (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4))))))) |
| 283.0ms | (- (+ (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4)))) (* 1/3 (* x (exp (* 1/3 (- (log 2) (log eps))))))) (* 13/162 (* (pow x 2) (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4))))))) |
| 279.0ms | (- (+ (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4)))) (* 1/3 (* x (exp (* 1/3 (- (log 2) (log eps))))))) (* 13/162 (* (pow x 2) (exp (* 1/3 (+ (* 2 (log eps)) (log 1/4))))))) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0.2b
96.1% (0.6b remaining)
Error of 1.0b against oracle of 0.4b and baseline of 15.5b