14.518 * [progress]: [Phase 1 of 3] Setting up. 0.001 * * * [progress]: [1/2] Preparing points 0.070 * * * [progress]: [2/2] Setting up program. 0.072 * [progress]: [Phase 2 of 3] Improving. 0.073 * [simplify]: Simplifying using # : (exp (- (+ x (* y (log y))) z)) 0.073 * [simplify]: Sending expressions to egg_math: (exp (- (+ h0 (* h1 (log h1))) h2)) 0.075 * * [simplify]: iteration 0 : 17 enodes (cost 5 ) 0.076 * * [simplify]: iteration 1 : 37 enodes (cost 5 ) 0.078 * * [simplify]: iteration 2 : 71 enodes (cost 4 ) 0.079 * * [simplify]: iteration 3 : 105 enodes (cost 4 ) 0.081 * * [simplify]: iteration 4 : 219 enodes (cost 4 ) 0.085 * * [simplify]: iteration 5 : 708 enodes (cost 4 ) 0.094 * * [simplify]: iteration 6 : 2137 enodes (cost 4 ) 0.123 * * [simplify]: iteration 7 : 5001 enodes (cost 4 ) 0.124 * [simplify]: Simplified to: (* (pow y y) (exp (- x z))) 0.129 * * [progress]: iteration 1 / 4 0.129 * * * [progress]: picking best candidate 0.132 * * * * [pick]: Picked # 0.132 * * * [progress]: localizing error 0.145 * * * [progress]: generating rewritten candidates 0.145 * * * * [progress]: [ 1 / 2 ] rewriting at (2 1 1 2) 0.157 * * * * [progress]: [ 2 / 2 ] rewriting at (2 1 1) 0.166 * * * [progress]: generating series expansions 0.166 * * * * [progress]: [ 1 / 2 ] generating series at (2 1 1 2) 0.166 * [approximate]: Taking taylor expansion of (* y (log y)) in (y) around 0 0.166 * [taylor]: Taking taylor expansion of (* y (log y)) in y 0.166 * [taylor]: Taking taylor expansion of y in y 0.166 * [taylor]: Taking taylor expansion of (log y) in y 0.166 * [taylor]: Taking taylor expansion of y in y 0.166 * [taylor]: Taking taylor expansion of (* y (log y)) in y 0.166 * [taylor]: Taking taylor expansion of y in y 0.166 * [taylor]: Taking taylor expansion of (log y) in y 0.166 * [taylor]: Taking taylor expansion of y in y 0.231 * [approximate]: Taking taylor expansion of (/ (log (/ 1 y)) y) in (y) around 0 0.231 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in y 0.231 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in y 0.231 * [taylor]: Taking taylor expansion of (/ 1 y) in y 0.231 * [taylor]: Taking taylor expansion of y in y 0.232 * [taylor]: Taking taylor expansion of y in y 0.232 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in y 0.232 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in y 0.232 * [taylor]: Taking taylor expansion of (/ 1 y) in y 0.232 * [taylor]: Taking taylor expansion of y in y 0.233 * [taylor]: Taking taylor expansion of y in y 0.277 * [approximate]: Taking taylor expansion of (* -1 (/ (log (/ -1 y)) y)) in (y) around 0 0.277 * [taylor]: Taking taylor expansion of (* -1 (/ (log (/ -1 y)) y)) in y 0.277 * [taylor]: Taking taylor expansion of -1 in y 0.277 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in y 0.277 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in y 0.277 * [taylor]: Taking taylor expansion of (/ -1 y) in y 0.277 * [taylor]: Taking taylor expansion of -1 in y 0.277 * [taylor]: Taking taylor expansion of y in y 0.278 * [taylor]: Taking taylor expansion of y in y 0.279 * [taylor]: Taking taylor expansion of (* -1 (/ (log (/ -1 y)) y)) in y 0.279 * [taylor]: Taking taylor expansion of -1 in y 0.279 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in y 0.279 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in y 0.279 * [taylor]: Taking taylor expansion of (/ -1 y) in y 0.279 * [taylor]: Taking taylor expansion of -1 in y 0.279 * [taylor]: Taking taylor expansion of y in y 0.279 * [taylor]: Taking taylor expansion of y in y 0.333 * * * * [progress]: [ 2 / 2 ] generating series at (2 1 1) 0.333 * [approximate]: Taking taylor expansion of (+ x (* y (log y))) in (x y) around 0 0.333 * [taylor]: Taking taylor expansion of (+ x (* y (log y))) in y 0.333 * [taylor]: Taking taylor expansion of x in y 0.333 * [taylor]: Taking taylor expansion of (* y (log y)) in y 0.333 * [taylor]: Taking taylor expansion of y in y 0.333 * [taylor]: Taking taylor expansion of (log y) in y 0.333 * [taylor]: Taking taylor expansion of y in y 0.333 * [taylor]: Taking taylor expansion of (+ x (* y (log y))) in x 0.334 * [taylor]: Taking taylor expansion of x in x 0.334 * [taylor]: Taking taylor expansion of (* y (log y)) in x 0.334 * [taylor]: Taking taylor expansion of y in x 0.334 * [taylor]: Taking taylor expansion of (log y) in x 0.334 * [taylor]: Taking taylor expansion of y in x 0.334 * [taylor]: Taking taylor expansion of (+ x (* y (log y))) in x 0.334 * [taylor]: Taking taylor expansion of x in x 0.334 * [taylor]: Taking taylor expansion of (* y (log y)) in x 0.334 * [taylor]: Taking taylor expansion of y in x 0.334 * [taylor]: Taking taylor expansion of (log y) in x 0.334 * [taylor]: Taking taylor expansion of y in x 0.334 * [taylor]: Taking taylor expansion of (* y (log y)) in y 0.334 * [taylor]: Taking taylor expansion of y in y 0.334 * [taylor]: Taking taylor expansion of (log y) in y 0.334 * [taylor]: Taking taylor expansion of y in y 0.335 * [taylor]: Taking taylor expansion of 1 in y 0.338 * [taylor]: Taking taylor expansion of 0 in y 0.342 * [taylor]: Taking taylor expansion of 0 in y 0.342 * [approximate]: Taking taylor expansion of (+ (/ (log (/ 1 y)) y) (/ 1 x)) in (x y) around 0 0.342 * [taylor]: Taking taylor expansion of (+ (/ (log (/ 1 y)) y) (/ 1 x)) in y 0.342 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in y 0.342 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in y 0.342 * [taylor]: Taking taylor expansion of (/ 1 y) in y 0.342 * [taylor]: Taking taylor expansion of y in y 0.343 * [taylor]: Taking taylor expansion of y in y 0.343 * [taylor]: Taking taylor expansion of (/ 1 x) in y 0.343 * [taylor]: Taking taylor expansion of x in y 0.343 * [taylor]: Taking taylor expansion of (+ (/ (log (/ 1 y)) y) (/ 1 x)) in x 0.343 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in x 0.343 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in x 0.343 * [taylor]: Taking taylor expansion of (/ 1 y) in x 0.343 * [taylor]: Taking taylor expansion of y in x 0.343 * [taylor]: Taking taylor expansion of y in x 0.344 * [taylor]: Taking taylor expansion of (/ 1 x) in x 0.344 * [taylor]: Taking taylor expansion of x in x 0.344 * [taylor]: Taking taylor expansion of (+ (/ (log (/ 1 y)) y) (/ 1 x)) in x 0.344 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in x 0.344 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in x 0.344 * [taylor]: Taking taylor expansion of (/ 1 y) in x 0.344 * [taylor]: Taking taylor expansion of y in x 0.344 * [taylor]: Taking taylor expansion of y in x 0.344 * [taylor]: Taking taylor expansion of (/ 1 x) in x 0.344 * [taylor]: Taking taylor expansion of x in x 0.344 * [taylor]: Taking taylor expansion of 1 in y 0.345 * [taylor]: Taking taylor expansion of (/ (log (/ 1 y)) y) in y 0.345 * [taylor]: Taking taylor expansion of (log (/ 1 y)) in y 0.345 * [taylor]: Taking taylor expansion of (/ 1 y) in y 0.345 * [taylor]: Taking taylor expansion of y in y 0.345 * [taylor]: Taking taylor expansion of y in y 0.347 * [taylor]: Taking taylor expansion of 0 in y 0.351 * [taylor]: Taking taylor expansion of 0 in y 0.355 * [taylor]: Taking taylor expansion of 0 in y 0.356 * [approximate]: Taking taylor expansion of (- (+ (/ (log (/ -1 y)) y) (/ 1 x))) in (x y) around 0 0.356 * [taylor]: Taking taylor expansion of (- (+ (/ (log (/ -1 y)) y) (/ 1 x))) in y 0.356 * [taylor]: Taking taylor expansion of (+ (/ (log (/ -1 y)) y) (/ 1 x)) in y 0.356 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in y 0.356 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in y 0.356 * [taylor]: Taking taylor expansion of (/ -1 y) in y 0.356 * [taylor]: Taking taylor expansion of -1 in y 0.356 * [taylor]: Taking taylor expansion of y in y 0.356 * [taylor]: Taking taylor expansion of y in y 0.357 * [taylor]: Taking taylor expansion of (/ 1 x) in y 0.358 * [taylor]: Taking taylor expansion of x in y 0.358 * [taylor]: Taking taylor expansion of (- (+ (/ (log (/ -1 y)) y) (/ 1 x))) in x 0.358 * [taylor]: Taking taylor expansion of (+ (/ (log (/ -1 y)) y) (/ 1 x)) in x 0.358 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in x 0.358 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in x 0.358 * [taylor]: Taking taylor expansion of (/ -1 y) in x 0.358 * [taylor]: Taking taylor expansion of -1 in x 0.358 * [taylor]: Taking taylor expansion of y in x 0.358 * [taylor]: Taking taylor expansion of y in x 0.358 * [taylor]: Taking taylor expansion of (/ 1 x) in x 0.358 * [taylor]: Taking taylor expansion of x in x 0.358 * [taylor]: Taking taylor expansion of (- (+ (/ (log (/ -1 y)) y) (/ 1 x))) in x 0.358 * [taylor]: Taking taylor expansion of (+ (/ (log (/ -1 y)) y) (/ 1 x)) in x 0.358 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in x 0.358 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in x 0.358 * [taylor]: Taking taylor expansion of (/ -1 y) in x 0.358 * [taylor]: Taking taylor expansion of -1 in x 0.358 * [taylor]: Taking taylor expansion of y in x 0.358 * [taylor]: Taking taylor expansion of y in x 0.358 * [taylor]: Taking taylor expansion of (/ 1 x) in x 0.358 * [taylor]: Taking taylor expansion of x in x 0.359 * [taylor]: Taking taylor expansion of -1 in y 0.359 * [taylor]: Taking taylor expansion of (- (/ (log (/ -1 y)) y)) in y 0.360 * [taylor]: Taking taylor expansion of (/ (log (/ -1 y)) y) in y 0.360 * [taylor]: Taking taylor expansion of (log (/ -1 y)) in y 0.360 * [taylor]: Taking taylor expansion of (/ -1 y) in y 0.360 * [taylor]: Taking taylor expansion of -1 in y 0.360 * [taylor]: Taking taylor expansion of y in y 0.360 * [taylor]: Taking taylor expansion of y in y 0.363 * [taylor]: Taking taylor expansion of 0 in y 0.367 * [taylor]: Taking taylor expansion of 0 in y 0.374 * [taylor]: Taking taylor expansion of 0 in y 0.374 * * * [progress]: simplifying candidates 0.375 * [simplify]: Simplifying using # : (expm1 (* y (log y))) (log1p (* y (log y))) (* y (log y)) (+ (log y) (log (log y))) (log (* y (log y))) (exp (* y (log y))) (* (* (* y y) y) (* (* (log y) (log y)) (log y))) (* (cbrt (* y (log y))) (cbrt (* y (log y)))) (cbrt (* y (log y))) (* (* (* y (log y)) (* y (log y))) (* y (log y))) (sqrt (* y (log y))) (sqrt (* y (log y))) (* (sqrt y) (sqrt (log y))) (* (sqrt y) (sqrt (log y))) (* y (log (* (cbrt y) (cbrt y)))) (* y (log (cbrt y))) (* y (log (sqrt y))) (* y (log (sqrt y))) (* y (log 1)) (* y (log y)) (* (log (* (cbrt y) (cbrt y))) y) (* (log (cbrt y)) y) (* (log (sqrt y)) y) (* (log (sqrt y)) y) (* (log 1) y) (* (log y) y) (* y 1) (* y (* (cbrt (log y)) (cbrt (log y)))) (* y (sqrt (log y))) (* y 1) (* (cbrt y) (log y)) (* (sqrt y) (log y)) (* y (log y)) (expm1 (+ x (* y (log y)))) (log1p (+ x (* y (log y)))) (* (exp x) (exp (* y (log y)))) (log (+ x (* y (log y)))) (exp (+ x (* y (log y)))) (* (cbrt (+ x (* y (log y)))) (cbrt (+ x (* y (log y))))) (cbrt (+ x (* y (log y)))) (* (* (+ x (* y (log y))) (+ x (* y (log y)))) (+ x (* y (log y)))) (sqrt (+ x (* y (log y)))) (sqrt (+ x (* y (log y)))) (+ (pow x 3) (pow (* y (log y)) 3)) (+ (* x x) (- (* (* y (log y)) (* y (log y))) (* x (* y (log y))))) (- (* x x) (* (* y (log y)) (* y (log y)))) (- x (* y (log y))) (+ x (* y (log (* (cbrt y) (cbrt y))))) (+ x (* y (log (sqrt y)))) (+ x (* y (log 1))) (+ x (* (log (* (cbrt y) (cbrt y))) y)) (+ x (* (log (sqrt y)) y)) (+ x (* (log 1) y)) (* y (log y)) (* -1 (* y (log (/ 1 y)))) (* (- (log -1) (log (/ -1 y))) y) (+ x (* y (log y))) (- x (* y (log (/ 1 y)))) (- (+ x (* (log -1) y)) (* y (log (/ -1 y)))) 0.375 * [simplify]: Sending expressions to egg_math: (expm1 (* h0 (log h0))) (log1p (* h0 (log h0))) (* h0 (log h0)) (+ (log h0) (log (log h0))) (log (* h0 (log h0))) (exp (* h0 (log h0))) (* (* (* h0 h0) h0) (* (* (log h0) (log h0)) (log h0))) (* (cbrt (* h0 (log h0))) (cbrt (* h0 (log h0)))) (cbrt (* h0 (log h0))) (* (* (* h0 (log h0)) (* h0 (log h0))) (* h0 (log h0))) (sqrt (* h0 (log h0))) (sqrt (* h0 (log h0))) (* (sqrt h0) (sqrt (log h0))) (* (sqrt h0) (sqrt (log h0))) (* h0 (log (* (cbrt h0) (cbrt h0)))) (* h0 (log (cbrt h0))) (* h0 (log (sqrt h0))) (* h0 (log (sqrt h0))) (* h0 (log 1)) (* h0 (log h0)) (* (log (* (cbrt h0) (cbrt h0))) h0) (* (log (cbrt h0)) h0) (* (log (sqrt h0)) h0) (* (log (sqrt h0)) h0) (* (log 1) h0) (* (log h0) h0) (* h0 1) (* h0 (* (cbrt (log h0)) (cbrt (log h0)))) (* h0 (sqrt (log h0))) (* h0 1) (* (cbrt h0) (log h0)) (* (sqrt h0) (log h0)) (* h0 (log h0)) (expm1 (+ h1 (* h0 (log h0)))) (log1p (+ h1 (* h0 (log h0)))) (* (exp h1) (exp (* h0 (log h0)))) (log (+ h1 (* h0 (log h0)))) (exp (+ h1 (* h0 (log h0)))) (* (cbrt (+ h1 (* h0 (log h0)))) (cbrt (+ h1 (* h0 (log h0))))) (cbrt (+ h1 (* h0 (log h0)))) (* (* (+ h1 (* h0 (log h0))) (+ h1 (* h0 (log h0)))) (+ h1 (* h0 (log h0)))) (sqrt (+ h1 (* h0 (log h0)))) (sqrt (+ h1 (* h0 (log h0)))) (+ (pow h1 3) (pow (* h0 (log h0)) 3)) (+ (* h1 h1) (- (* (* h0 (log h0)) (* h0 (log h0))) (* h1 (* h0 (log h0))))) (- (* h1 h1) (* (* h0 (log h0)) (* h0 (log h0)))) (- h1 (* h0 (log h0))) (+ h1 (* h0 (log (* (cbrt h0) (cbrt h0))))) (+ h1 (* h0 (log (sqrt h0)))) (+ h1 (* h0 (log 1))) (+ h1 (* (log (* (cbrt h0) (cbrt h0))) h0)) (+ h1 (* (log (sqrt h0)) h0)) (+ h1 (* (log 1) h0)) (* h0 (log h0)) (* -1 (* h0 (log (/ 1 h0)))) (* (- (log -1) (log (/ -1 h0))) h0) (+ h1 (* h0 (log h0))) (- h1 (* h0 (log (/ 1 h0)))) (- (+ h1 (* (log -1) h0)) (* h0 (log (/ -1 h0)))) 0.379 * * [simplify]: iteration 0 : 188 enodes (cost 231 ) 0.383 * * [simplify]: iteration 1 : 626 enodes (cost 202 ) 0.397 * * [simplify]: iteration 2 : 2239 enodes (cost 189 ) 0.444 * * [simplify]: iteration 3 : 5001 enodes (cost 181 ) 0.445 * [simplify]: Simplified to: (expm1 (* y (log y))) (log1p (* y (log y))) (* y (log y)) (log (* y (log y))) (log (* y (log y))) (pow y y) (pow (* y (log y)) 3) (* (cbrt (* y (log y))) (cbrt (* y (log y)))) (cbrt (* y (log y))) (pow (* y (log y)) 3) (sqrt (* y (log y))) (sqrt (* y (log y))) (* (sqrt y) (sqrt (log y))) (* (sqrt y) (sqrt (log y))) (* y (* 2 (log (cbrt y)))) (* y (log (cbrt y))) (* y (log (sqrt y))) (* y (log (sqrt y))) 0 (* y (log y)) (* y (* 2 (log (cbrt y)))) (* y (log (cbrt y))) (* y (log (sqrt y))) (* y (log (sqrt y))) 0 (* y (log y)) y (* y (* (cbrt (log y)) (cbrt (log y)))) (* y (sqrt (log y))) y (* (cbrt y) (log y)) (* (sqrt y) (log y)) (* y (log y)) (expm1 (+ x (* y (log y)))) (log1p (+ x (* y (log y)))) (exp (fma (log y) y x)) (log (+ x (* y (log y)))) (exp (fma (log y) y x)) (* (cbrt (+ x (* y (log y)))) (cbrt (+ x (* y (log y))))) (cbrt (+ x (* y (log y)))) (pow (fma (log y) y x) 3) (sqrt (+ x (* y (log y)))) (sqrt (+ x (* y (log y)))) (+ (pow x 3) (pow (* y (log y)) 3)) (fma (* y (log y)) (- (* y (log y)) x) (* x x)) (* (- x (* y (log y))) (fma (log y) y x)) (- x (* y (log y))) (fma (* 2 (log (cbrt y))) y x) (fma (log (sqrt y)) y x) x (fma (* 2 (log (cbrt y))) y x) (fma (log (sqrt y)) y x) x (* y (log y)) (* y (log y)) (* y (log y)) (fma (log y) y x) (fma (log y) y x) (fma (log y) y x) 0.445 * * * [progress]: adding candidates to table 0.564 * [progress]: [Phase 3 of 3] Extracting. 0.566 * [simplify]: Simplifying using # : (exp (- (+ x (* y (log y))) z)) 0.566 * [simplify]: Sending expressions to egg_math: (exp (- (+ h0 (* h1 (log h1))) h2)) 0.567 * * [simplify]: iteration 0 : 10 enodes (cost 5 ) 0.567 * * [simplify]: iteration 1 : 10 enodes (cost 5 ) 0.567 * [simplify]: Simplified to: (exp (- (+ x (* y (log y))) z)) 2.821 * [regime-testing]: End program error score: 0.008329476992539369 2.858 * [regime-testing]: Target error score: 0.008329476992539369