26.230 * [progress]: [Phase 1 of 3] Setting up. 0.002 * * * [progress]: [1/2] Preparing points 0.044 * * * [progress]: [2/2] Setting up program. 0.052 * [progress]: [Phase 2 of 3] Improving. 0.052 * [simplify]: Simplifying: (+ (- (* (/ 1.0 8.0) x) (/ (* y z) 2.0)) t) 0.052 * * [simplify]: iteration 0: 13 enodes 0.056 * * [simplify]: iteration 1: 24 enodes 0.063 * * [simplify]: iteration 2: 46 enodes 0.075 * * [simplify]: iteration 3: 72 enodes 0.096 * * [simplify]: iteration 4: 132 enodes 0.137 * * [simplify]: iteration 5: 225 enodes 0.177 * * [simplify]: iteration 6: 442 enodes 0.342 * * [simplify]: iteration 7: 1059 enodes 1.143 * * [simplify]: iteration 8: 2777 enodes 1.895 * * [simplify]: iteration complete: 5001 enodes 1.895 * * [simplify]: Extracting #0: cost 1 inf + 0 1.898 * * [simplify]: Extracting #1: cost 1273 inf + 0 1.902 * * [simplify]: Extracting #2: cost 1444 inf + 206 1.912 * * [simplify]: Extracting #3: cost 1195 inf + 36140 1.958 * * [simplify]: Extracting #4: cost 70 inf + 187581 2.032 * * [simplify]: Extracting #5: cost 0 inf + 195741 2.090 * [simplify]: Simplified to: (+ (/ 1.0 (/ 8.0 x)) (- t (/ (* y z) 2.0))) 2.092 * * [progress]: iteration 1 / 4 2.092 * * * [progress]: picking best candidate 2.101 * * * * [pick]: Picked # 2.101 * * * [progress]: localizing error 2.119 * * * [progress]: generating rewritten candidates 2.119 * * * * [progress]: [ 1 / 1 ] rewriting at (2 1 2) 2.127 * * * [progress]: generating series expansions 2.127 * * * * [progress]: [ 1 / 1 ] generating series at (2 1 2) 2.128 * [backup-simplify]: Simplify (/ (* y z) 2.0) into (* 0.5 (* z y)) 2.128 * [approximate]: Taking taylor expansion of (* 0.5 (* z y)) in (y z) around 0 2.128 * [taylor]: Taking taylor expansion of (* 0.5 (* z y)) in z 2.128 * [taylor]: Taking taylor expansion of 0.5 in z 2.128 * [backup-simplify]: Simplify 0.5 into 0.5 2.128 * [taylor]: Taking taylor expansion of (* z y) in z 2.128 * [taylor]: Taking taylor expansion of z in z 2.128 * [backup-simplify]: Simplify 0 into 0 2.128 * [backup-simplify]: Simplify 1 into 1 2.128 * [taylor]: Taking taylor expansion of y in z 2.128 * [backup-simplify]: Simplify y into y 2.128 * [taylor]: Taking taylor expansion of (* 0.5 (* z y)) in y 2.128 * [taylor]: Taking taylor expansion of 0.5 in y 2.128 * [backup-simplify]: Simplify 0.5 into 0.5 2.128 * [taylor]: Taking taylor expansion of (* z y) in y 2.128 * [taylor]: Taking taylor expansion of z in y 2.128 * [backup-simplify]: Simplify z into z 2.128 * [taylor]: Taking taylor expansion of y in y 2.128 * [backup-simplify]: Simplify 0 into 0 2.128 * [backup-simplify]: Simplify 1 into 1 2.128 * [taylor]: Taking taylor expansion of (* 0.5 (* z y)) in y 2.128 * [taylor]: Taking taylor expansion of 0.5 in y 2.128 * [backup-simplify]: Simplify 0.5 into 0.5 2.128 * [taylor]: Taking taylor expansion of (* z y) in y 2.128 * [taylor]: Taking taylor expansion of z in y 2.128 * [backup-simplify]: Simplify z into z 2.128 * [taylor]: Taking taylor expansion of y in y 2.128 * [backup-simplify]: Simplify 0 into 0 2.128 * [backup-simplify]: Simplify 1 into 1 2.128 * [backup-simplify]: Simplify (* z 0) into 0 2.129 * [backup-simplify]: Simplify (* 0.5 0) into 0 2.129 * [taylor]: Taking taylor expansion of 0 in z 2.129 * [backup-simplify]: Simplify 0 into 0 2.129 * [backup-simplify]: Simplify 0 into 0 2.129 * [backup-simplify]: Simplify (+ (* z 1) (* 0 0)) into z 2.129 * [backup-simplify]: Simplify (+ (* 0.5 z) (* 0 0)) into (* 0.5 z) 2.129 * [taylor]: Taking taylor expansion of (* 0.5 z) in z 2.129 * [taylor]: Taking taylor expansion of 0.5 in z 2.129 * [backup-simplify]: Simplify 0.5 into 0.5 2.129 * [taylor]: Taking taylor expansion of z in z 2.129 * [backup-simplify]: Simplify 0 into 0 2.129 * [backup-simplify]: Simplify 1 into 1 2.130 * [backup-simplify]: Simplify (* 0.5 0) into 0 2.130 * [backup-simplify]: Simplify 0 into 0 2.130 * [backup-simplify]: Simplify 0 into 0 2.130 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 1) (* 0 0))) into 0 2.131 * [backup-simplify]: Simplify (+ (* 0.5 0) (+ (* 0 z) (* 0 0))) into 0 2.131 * [taylor]: Taking taylor expansion of 0 in z 2.131 * [backup-simplify]: Simplify 0 into 0 2.131 * [backup-simplify]: Simplify 0 into 0 2.131 * [backup-simplify]: Simplify (+ (* 0.5 1) (* 0 0)) into 0.5 2.131 * [backup-simplify]: Simplify 0.5 into 0.5 2.131 * [backup-simplify]: Simplify 0 into 0 2.132 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 1) (* 0 0)))) into 0 2.133 * [backup-simplify]: Simplify (+ (* 0.5 0) (+ (* 0 0) (+ (* 0 z) (* 0 0)))) into 0 2.133 * [taylor]: Taking taylor expansion of 0 in z 2.133 * [backup-simplify]: Simplify 0 into 0 2.133 * [backup-simplify]: Simplify 0 into 0 2.133 * [backup-simplify]: Simplify 0 into 0 2.134 * [backup-simplify]: Simplify (+ (* 0.5 0) (+ (* 0 1) (* 0 0))) into 0 2.134 * [backup-simplify]: Simplify 0 into 0 2.134 * [backup-simplify]: Simplify 0 into 0 2.134 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 0) (+ (* 0 1) (* 0 0))))) into 0 2.139 * [backup-simplify]: Simplify (+ (* 0.5 0) (+ (* 0 0) (+ (* 0 0) (+ (* 0 z) (* 0 0))))) into 0 2.139 * [taylor]: Taking taylor expansion of 0 in z 2.139 * [backup-simplify]: Simplify 0 into 0 2.139 * [backup-simplify]: Simplify 0 into 0 2.139 * [backup-simplify]: Simplify (* 0.5 (* z y)) into (* 0.5 (* z y)) 2.139 * [backup-simplify]: Simplify (/ (* (/ 1 y) (/ 1 z)) 2.0) into (/ 0.5 (* z y)) 2.139 * [approximate]: Taking taylor expansion of (/ 0.5 (* z y)) in (y z) around 0 2.140 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in z 2.140 * [taylor]: Taking taylor expansion of 0.5 in z 2.140 * [backup-simplify]: Simplify 0.5 into 0.5 2.140 * [taylor]: Taking taylor expansion of (* z y) in z 2.140 * [taylor]: Taking taylor expansion of z in z 2.140 * [backup-simplify]: Simplify 0 into 0 2.140 * [backup-simplify]: Simplify 1 into 1 2.140 * [taylor]: Taking taylor expansion of y in z 2.140 * [backup-simplify]: Simplify y into y 2.140 * [backup-simplify]: Simplify (* 0 y) into 0 2.140 * [backup-simplify]: Simplify (+ (* 0 0) (* 1 y)) into y 2.140 * [backup-simplify]: Simplify (/ 0.5 y) into (/ 0.5 y) 2.140 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in y 2.140 * [taylor]: Taking taylor expansion of 0.5 in y 2.140 * [backup-simplify]: Simplify 0.5 into 0.5 2.140 * [taylor]: Taking taylor expansion of (* z y) in y 2.140 * [taylor]: Taking taylor expansion of z in y 2.140 * [backup-simplify]: Simplify z into z 2.140 * [taylor]: Taking taylor expansion of y in y 2.140 * [backup-simplify]: Simplify 0 into 0 2.140 * [backup-simplify]: Simplify 1 into 1 2.140 * [backup-simplify]: Simplify (* z 0) into 0 2.141 * [backup-simplify]: Simplify (+ (* z 1) (* 0 0)) into z 2.141 * [backup-simplify]: Simplify (/ 0.5 z) into (/ 0.5 z) 2.141 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in y 2.141 * [taylor]: Taking taylor expansion of 0.5 in y 2.141 * [backup-simplify]: Simplify 0.5 into 0.5 2.141 * [taylor]: Taking taylor expansion of (* z y) in y 2.141 * [taylor]: Taking taylor expansion of z in y 2.141 * [backup-simplify]: Simplify z into z 2.141 * [taylor]: Taking taylor expansion of y in y 2.141 * [backup-simplify]: Simplify 0 into 0 2.141 * [backup-simplify]: Simplify 1 into 1 2.141 * [backup-simplify]: Simplify (* z 0) into 0 2.141 * [backup-simplify]: Simplify (+ (* z 1) (* 0 0)) into z 2.141 * [backup-simplify]: Simplify (/ 0.5 z) into (/ 0.5 z) 2.141 * [taylor]: Taking taylor expansion of (/ 0.5 z) in z 2.141 * [taylor]: Taking taylor expansion of 0.5 in z 2.141 * [backup-simplify]: Simplify 0.5 into 0.5 2.141 * [taylor]: Taking taylor expansion of z in z 2.141 * [backup-simplify]: Simplify 0 into 0 2.141 * [backup-simplify]: Simplify 1 into 1 2.142 * [backup-simplify]: Simplify (/ 0.5 1) into 0.5 2.142 * [backup-simplify]: Simplify 0.5 into 0.5 2.143 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 1) (* 0 0))) into 0 2.143 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)))) into 0 2.143 * [taylor]: Taking taylor expansion of 0 in z 2.143 * [backup-simplify]: Simplify 0 into 0 2.143 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)))) into 0 2.143 * [backup-simplify]: Simplify 0 into 0 2.144 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 1) (* 0 0)))) into 0 2.144 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)) (* 0 (/ 0 z)))) into 0 2.144 * [taylor]: Taking taylor expansion of 0 in z 2.144 * [backup-simplify]: Simplify 0 into 0 2.144 * [backup-simplify]: Simplify 0 into 0 2.145 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)) (* 0 (/ 0 1)))) into 0 2.145 * [backup-simplify]: Simplify 0 into 0 2.145 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 0) (+ (* 0 1) (* 0 0))))) into 0 2.145 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)) (* 0 (/ 0 z)) (* 0 (/ 0 z)))) into 0 2.145 * [taylor]: Taking taylor expansion of 0 in z 2.145 * [backup-simplify]: Simplify 0 into 0 2.145 * [backup-simplify]: Simplify 0 into 0 2.145 * [backup-simplify]: Simplify 0 into 0 2.146 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)) (* 0 (/ 0 1)) (* 0 (/ 0 1)))) into 0 2.146 * [backup-simplify]: Simplify 0 into 0 2.146 * [backup-simplify]: Simplify (* 0.5 (* (/ 1 (/ 1 z)) (/ 1 (/ 1 y)))) into (* 0.5 (* z y)) 2.146 * [backup-simplify]: Simplify (/ (* (/ 1 (- y)) (/ 1 (- z))) 2.0) into (/ 0.5 (* z y)) 2.146 * [approximate]: Taking taylor expansion of (/ 0.5 (* z y)) in (y z) around 0 2.146 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in z 2.146 * [taylor]: Taking taylor expansion of 0.5 in z 2.146 * [backup-simplify]: Simplify 0.5 into 0.5 2.146 * [taylor]: Taking taylor expansion of (* z y) in z 2.146 * [taylor]: Taking taylor expansion of z in z 2.146 * [backup-simplify]: Simplify 0 into 0 2.146 * [backup-simplify]: Simplify 1 into 1 2.146 * [taylor]: Taking taylor expansion of y in z 2.146 * [backup-simplify]: Simplify y into y 2.146 * [backup-simplify]: Simplify (* 0 y) into 0 2.147 * [backup-simplify]: Simplify (+ (* 0 0) (* 1 y)) into y 2.147 * [backup-simplify]: Simplify (/ 0.5 y) into (/ 0.5 y) 2.147 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in y 2.147 * [taylor]: Taking taylor expansion of 0.5 in y 2.147 * [backup-simplify]: Simplify 0.5 into 0.5 2.147 * [taylor]: Taking taylor expansion of (* z y) in y 2.147 * [taylor]: Taking taylor expansion of z in y 2.147 * [backup-simplify]: Simplify z into z 2.147 * [taylor]: Taking taylor expansion of y in y 2.147 * [backup-simplify]: Simplify 0 into 0 2.147 * [backup-simplify]: Simplify 1 into 1 2.147 * [backup-simplify]: Simplify (* z 0) into 0 2.147 * [backup-simplify]: Simplify (+ (* z 1) (* 0 0)) into z 2.147 * [backup-simplify]: Simplify (/ 0.5 z) into (/ 0.5 z) 2.147 * [taylor]: Taking taylor expansion of (/ 0.5 (* z y)) in y 2.147 * [taylor]: Taking taylor expansion of 0.5 in y 2.147 * [backup-simplify]: Simplify 0.5 into 0.5 2.147 * [taylor]: Taking taylor expansion of (* z y) in y 2.147 * [taylor]: Taking taylor expansion of z in y 2.147 * [backup-simplify]: Simplify z into z 2.147 * [taylor]: Taking taylor expansion of y in y 2.147 * [backup-simplify]: Simplify 0 into 0 2.147 * [backup-simplify]: Simplify 1 into 1 2.147 * [backup-simplify]: Simplify (* z 0) into 0 2.148 * [backup-simplify]: Simplify (+ (* z 1) (* 0 0)) into z 2.148 * [backup-simplify]: Simplify (/ 0.5 z) into (/ 0.5 z) 2.148 * [taylor]: Taking taylor expansion of (/ 0.5 z) in z 2.148 * [taylor]: Taking taylor expansion of 0.5 in z 2.148 * [backup-simplify]: Simplify 0.5 into 0.5 2.148 * [taylor]: Taking taylor expansion of z in z 2.148 * [backup-simplify]: Simplify 0 into 0 2.148 * [backup-simplify]: Simplify 1 into 1 2.148 * [backup-simplify]: Simplify (/ 0.5 1) into 0.5 2.148 * [backup-simplify]: Simplify 0.5 into 0.5 2.148 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 1) (* 0 0))) into 0 2.149 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)))) into 0 2.149 * [taylor]: Taking taylor expansion of 0 in z 2.149 * [backup-simplify]: Simplify 0 into 0 2.149 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)))) into 0 2.149 * [backup-simplify]: Simplify 0 into 0 2.150 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 1) (* 0 0)))) into 0 2.150 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)) (* 0 (/ 0 z)))) into 0 2.150 * [taylor]: Taking taylor expansion of 0 in z 2.150 * [backup-simplify]: Simplify 0 into 0 2.150 * [backup-simplify]: Simplify 0 into 0 2.150 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)) (* 0 (/ 0 1)))) into 0 2.150 * [backup-simplify]: Simplify 0 into 0 2.151 * [backup-simplify]: Simplify (+ (* z 0) (+ (* 0 0) (+ (* 0 0) (+ (* 0 1) (* 0 0))))) into 0 2.151 * [backup-simplify]: Simplify (- (/ 0 z) (+ (* (/ 0.5 z) (/ 0 z)) (* 0 (/ 0 z)) (* 0 (/ 0 z)))) into 0 2.151 * [taylor]: Taking taylor expansion of 0 in z 2.151 * [backup-simplify]: Simplify 0 into 0 2.151 * [backup-simplify]: Simplify 0 into 0 2.151 * [backup-simplify]: Simplify 0 into 0 2.152 * [backup-simplify]: Simplify (- (/ 0 1) (+ (* 0.5 (/ 0 1)) (* 0 (/ 0 1)) (* 0 (/ 0 1)))) into 0 2.152 * [backup-simplify]: Simplify 0 into 0 2.152 * [backup-simplify]: Simplify (* 0.5 (* (/ 1 (/ 1 (- z))) (/ 1 (/ 1 (- y))))) into (* 0.5 (* z y)) 2.152 * * * [progress]: simplifying candidates 2.152 * [simplify]: Simplifying: (- (+ (log y) (log z)) (log 2.0)) (- (log (* y z)) (log 2.0)) (log (/ (* y z) 2.0)) (exp (/ (* y z) 2.0)) (/ (* (* (* y y) y) (* (* z z) z)) (* (* 2.0 2.0) 2.0)) (/ (* (* (* y z) (* y z)) (* y z)) (* (* 2.0 2.0) 2.0)) (* (cbrt (/ (* y z) 2.0)) (cbrt (/ (* y z) 2.0))) (cbrt (/ (* y z) 2.0)) (* (* (/ (* y z) 2.0) (/ (* y z) 2.0)) (/ (* y z) 2.0)) (sqrt (/ (* y z) 2.0)) (sqrt (/ (* y z) 2.0)) (- (* y z)) (- 2.0) (/ y (* (cbrt 2.0) (cbrt 2.0))) (/ z (cbrt 2.0)) (/ y (sqrt 2.0)) (/ z (sqrt 2.0)) (/ y 1) (/ z 2.0) (/ 1 2.0) (/ 2.0 (* y z)) (/ (* y z) (* (cbrt 2.0) (cbrt 2.0))) (/ (* y z) (sqrt 2.0)) (/ (* y z) 1) (/ 2.0 z) (* 0.5 (* z y)) (* 0.5 (* z y)) (* 0.5 (* z y)) 2.153 * * [simplify]: iteration 0: 51 enodes 2.168 * * [simplify]: iteration 1: 126 enodes 2.199 * * [simplify]: iteration 2: 651 enodes 2.516 * * [simplify]: iteration complete: 5000 enodes 2.516 * * [simplify]: Extracting #0: cost 22 inf + 0 2.518 * * [simplify]: Extracting #1: cost 548 inf + 1 2.528 * * [simplify]: Extracting #2: cost 1549 inf + 15068 2.559 * * [simplify]: Extracting #3: cost 920 inf + 143622 2.622 * * [simplify]: Extracting #4: cost 13 inf + 240190 2.694 * * [simplify]: Extracting #5: cost 0 inf + 242753 2.772 * * [simplify]: Extracting #6: cost 0 inf + 242713 2.844 * [simplify]: Simplified to: (log (/ (* y z) 2.0)) (log (/ (* y z) 2.0)) (log (/ (* y z) 2.0)) (exp (/ (* y z) 2.0)) (* (* (/ (* y z) 2.0) (/ (* y z) 2.0)) (/ (* y z) 2.0)) (* (* (/ (* y z) 2.0) (/ (* y z) 2.0)) (/ (* y z) 2.0)) (* (cbrt (/ (* y z) 2.0)) (cbrt (/ (* y z) 2.0))) (cbrt (/ (* y z) 2.0)) (* (* (/ (* y z) 2.0) (/ (* y z) 2.0)) (/ (* y z) 2.0)) (sqrt (/ (* y z) 2.0)) (sqrt (/ (* y z) 2.0)) (* (- z) y) (- 2.0) (/ (/ y (cbrt 2.0)) (cbrt 2.0)) (/ z (cbrt 2.0)) (/ y (sqrt 2.0)) (/ z (sqrt 2.0)) y (/ z 2.0) (/ 1 2.0) (/ (/ 2.0 y) z) (/ y (/ (cbrt 2.0) (/ z (cbrt 2.0)))) (/ z (/ (sqrt 2.0) y)) (* y z) (/ 2.0 z) (* (* z y) 0.5) (* (* z y) 0.5) (* (* z y) 0.5) 2.846 * * * [progress]: adding candidates to table 2.961 * [progress]: [Phase 3 of 3] Extracting. 2.966 * [simplify]: Simplifying: (+ (- (* (/ 1.0 8.0) x) (/ (* y z) 2.0)) t) 2.966 * * [simplify]: iteration 0: 13 enodes 2.967 * * [simplify]: iteration 1: 16 enodes 2.967 * * [simplify]: iteration complete: 16 enodes 2.967 * * [simplify]: Extracting #0: cost 1 inf + 0 2.967 * * [simplify]: Extracting #1: cost 3 inf + 0 2.967 * * [simplify]: Extracting #2: cost 4 inf + 1 2.967 * * [simplify]: Extracting #3: cost 8 inf + 1 2.967 * * [simplify]: Extracting #4: cost 10 inf + 3 2.967 * * [simplify]: Extracting #5: cost 4 inf + 132 2.968 * * [simplify]: Extracting #6: cost 0 inf + 710 2.968 * [simplify]: Simplified to: (+ t (- (* (/ 1.0 8.0) x) (/ (* y z) 2.0))) 4.153 * [regime-testing]: Baseline error score: 0.024003000375046882 4.170 * [regime-testing]: Oracle error score: 0.024003000375046882 4.170 * [regime-testing]: End program error score: 0.024003000375046882 4.339 * [regime-testing]: Target error score: 0.008126015751968996