



Bits error versus d1




Bits error versus d2




Bits error versus d3
Results
| Original | 0.0 |
|---|---|
| Target | 0.0 |
| Herbie | 0.0 |
Initial program 0.0
Simplified0.0
Final simplification0.0
herbie shell --seed 2019021
(FPCore (d1 d2 d3)
:name "FastMath dist3"
:herbie-target
(* d1 (+ (+ 37 d3) d2))
(+ (+ (* d1 d2) (* (+ d3 5) d1)) (* d1 32)))
Time bar (total: 10.7s)Debug log
| 32.0ms | 324× | body | 80 | valid |
| 0.0ms | 1× | body | 320 | valid |
| 280.0ms | (+ (+ (* d1 d2) (* (+ d3 5) d1)) (* d1 32)) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.0b
Found 1 expressions with local error:
| 0.0b | (* (+ d3 (+ d2 37)) d1) |
| 3× | associate-*l* |
| 2× | add-cube-cbrt |
| 2× | associate-*l/ |
| 2× | *-un-lft-identity |
| 2× | add-sqr-sqrt |
| 1× | add-log-exp |
| 1× | flip-+ |
| 1× | *-commutative |
| 1× | add-exp-log |
| 1× | add-cbrt-cube |
| 1× | flip3-+ |
| 1× | pow1 |
| 6.0ms | (* (+ d3 (+ d2 37)) d1) |
| 30.0ms | (* (+ d3 (+ d2 37)) d1) |
| 553.0ms | (* (+ (pow d3 3) (pow (+ d2 37) 3)) d1) |
| 185.0ms | (* (- (* d3 d3) (* (+ d2 37) (+ d2 37))) d1) |
| 46.0ms | (+ (* d3 d1) (+ (* d2 d1) (* 37 d1))) |
| 31.0ms | (+ (* d3 d1) (+ (* d2 d1) (* 37 d1))) |
| 28.0ms | (+ (* d3 d1) (+ (* d2 d1) (* 37 d1))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.0b | (+ (+ (* d1 d2) (* (+ d3 5) d1)) (* d1 32)) |
| 0.0b | (+ (* d1 d2) (* (+ d3 5) d1)) |
| 0.0b | (* (+ d3 5) d1) |
| 10× | add-log-exp |
| 4× | add-cube-cbrt |
| 4× | *-un-lft-identity |
| 4× | sum-log |
| 4× | add-sqr-sqrt |
| 3× | flip-+ |
| 3× | add-exp-log |
| 3× | associate-*l* |
| 3× | add-cbrt-cube |
| 3× | flip3-+ |
| 3× | pow1 |
| 2× | associate-*l/ |
| 2× | +-commutative |
| 1× | *-commutative |
| 1× | associate-+l+ |
| 10.0ms | (+ (+ (* d1 d2) (* (+ d3 5) d1)) (* d1 32)) |
| 5.0ms | (+ (* d1 d2) (* (+ d3 5) d1)) |
| 4.0ms | (* (+ d3 5) d1) |
| 28.0ms | (+ (* d1 d2) (* (+ d3 5) d1)) |
| 27.0ms | (+ (+ (* d1 d2) (* (+ d3 5) d1)) (* d1 32)) |
| 18.0ms | (* (+ d3 5) d1) |
| 166.0ms | (* (exp (+ (* d1 d2) (* (+ d3 5) d1))) (exp (* d1 32))) |
| 130.0ms | (* (* (exp (* d1 d2)) (exp (* (+ d3 5) d1))) (exp (* d1 32))) |
| 116.0ms | (* (- (* d3 d3) (* 5 5)) d1) |
| 80.0ms | (* (exp (* d1 d2)) (exp (* (+ d3 5) d1))) |
| 34.0ms | (+ (* d2 d1) (+ (* d3 d1) (* 37 d1))) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.8b | (* (cbrt (+ d3 5)) (cbrt (+ d3 5))) |
| 0.8b | (cbrt (+ d3 5)) |
| 0.8b | (cbrt (+ d3 5)) |
| 0.8b | (cbrt (+ d3 5)) |
| 18× | cbrt-div |
| 15× | cbrt-prod |
| 11× | add-cube-cbrt |
| 11× | *-un-lft-identity |
| 11× | add-sqr-sqrt |
| 9× | flip-+ |
| 9× | flip3-+ |
| 9× | pow1 |
| 7× | pow1/3 |
| 6× | add-exp-log |
| 6× | associate-*l* |
| 6× | associate-*r* |
| 4× | add-log-exp |
| 4× | add-cbrt-cube |
| 4× | frac-times |
| 2× | pow-prod-up |
| 2× | associate-*r/ |
| 2× | associate-*l/ |
| 2× | pow-prod-down |
| 1× | cbrt-unprod |
| 1× | *-commutative |
| 1× | prod-exp |
| 1× | pow-plus |
| 1× | pow2 |
| 5.0ms | (* (cbrt (+ d3 5)) (cbrt (+ d3 5))) |
| 1.0ms | (cbrt (+ d3 5)) |
| 0.0ms | (cbrt (+ d3 5)) |
| 0.0ms | (cbrt (+ d3 5)) |
| 46.0ms | (cbrt (+ d3 5)) |
| 45.0ms | (* (cbrt (+ d3 5)) (cbrt (+ d3 5))) |
| 40.0ms | (cbrt (+ d3 5)) |
| 38.0ms | (cbrt (+ d3 5)) |
| 541.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 230.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 224.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 210.0ms | (- (+ (* 2/15 (* d3 (pow 25 1/3))) (pow 25 1/3)) (* 1/225 (* (pow d3 2) (pow 25 1/3)))) |
| 197.0ms | (- (+ (* 5/3 (/ (exp (* 1/3 (- (log -1) (log (/ -1 d3))))) d3)) (exp (* 1/3 (- (log -1) (log (/ -1 d3)))))) (* 25/9 (/ (exp (* 1/3 (- (log -1) (log (/ -1 d3))))) (pow d3 2)))) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.8b | (cbrt (+ d3 5)) |
| 0.8b | (cbrt (+ d3 5)) |
| 0.8b | (cbrt (+ d3 5)) |
| 0.8b | (cbrt (+ d3 5)) |
| 12× | cbrt-prod |
| 8× | add-cube-cbrt |
| 8× | *-un-lft-identity |
| 8× | cbrt-div |
| 8× | add-sqr-sqrt |
| 4× | add-log-exp |
| 4× | flip-+ |
| 4× | add-exp-log |
| 4× | pow1/3 |
| 4× | add-cbrt-cube |
| 4× | flip3-+ |
| 4× | pow1 |
| 1.0ms | (cbrt (+ d3 5)) |
| 0.0ms | (cbrt (+ d3 5)) |
| 0.0ms | (cbrt (+ d3 5)) |
| 0.0ms | (cbrt (+ d3 5)) |
| 51.0ms | (cbrt (+ d3 5)) |
| 44.0ms | (cbrt (+ d3 5)) |
| 43.0ms | (cbrt (+ d3 5)) |
| 43.0ms | (cbrt (+ d3 5)) |
| 237.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 235.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 221.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 177.0ms | (- (+ (* 1/15 (* d3 (pow 5 1/3))) (pow 5 1/3)) (* 1/225 (* (pow d3 2) (pow 5 1/3)))) |
| 172.0ms | (- (+ (* 5/3 (/ (exp (* 1/3 (- (log -1) (log (/ -1 d3))))) d3)) (exp (* 1/3 (- (log -1) (log (/ -1 d3)))))) (* 25/9 (/ (exp (* 1/3 (- (log -1) (log (/ -1 d3))))) (pow d3 2)))) |
3 alts after pruning (0 fresh and 3 done)
Merged error: 0b
0% (0.0b remaining)
Error of 0.0b against oracle of 0.0b and baseline of 0.0b
| 979.0ms | 10055× | body | 80 | valid |
| 5.0ms | 17× | body | 640 | valid |
| 2.0ms | 11× | body | 320 | valid |
| 2.0ms | 6× | body | 1280 | valid |
| 1.0ms | 8× | body | 160 | valid |