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($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.74999058823089', '0.74999058823089', '0.74999058823089', '0.74999058823089', '0.74999058823089', '0.74999058823089', '0.749990587643498', '0.749990587622351', '0.749988289593061', '0.749988289593061', '0.749988289593061', '0.749986875363486', '0.749986875363486', '0.749986875363486', '0.749986875363486', '0.7499744297164', '0.749969505332375', '0.749969505332375', '0.749960302112093', '0.749960302112093', '0.749960302112093', '0.749960302112093', '0.749960302112093', '0.749960302112093', '0.749957806521877', '0.7499465805639', '0.749946249508915', '0.749946249508915', '0.749946249508915', '0.749903051655765', '0.749903051655765', '0.749903051655765', '0.749890747683463', 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'8712' => { 'penalty' => '10.7597667117278', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6948', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6948\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6948\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'6948\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6948\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6948\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999959701301', '0.749999959701301', '0.749999959701301', '0.749999959273335', '0.749999959273335', '0.749999959273335', '0.749999959273335', '0.749999959273335', '0.749999959273335', '0.749999905684004', '0.749999905681221', '0.749999905681221', '0.749999905681221', '0.749999905681221', 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=> {}, 'bias' => {}, 'output' => { 'one' => '6.69627123474891', '1863' => '-2.42311398162122', '4639' => '-0.152164186806687', 'two' => '6.78977778358432', 'bias' => '0.036421529272496', '601' => '-0.695045010033506' }, '601' => { 'one' => '-1.06271219431934', '4920' => '0.908296476491671', 'bias' => '0.307120012396523' }, '1863' => { 'one' => '0.477837787948692', '4639' => '1.25469110404293', 'two' => '-0.0413144042656355', 'bias' => 0, '601' => '0.989344760249499' }, 'one' => {}, '6948' => { 'bias' => 0, 'two' => '0.868202752852411' } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749999959701301', 'func' => sub { "DUMMY" } }, '15440' => { 'penalty' => '7.13', 'max' => '0.500000004000617', 'adj-total' => '0.500000004000617', 'ignore' => {}, 'adj-count' => 1, 'order' => [ 'bias', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.500000004000617', '0.500000004000617', '0.500000004000617', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616', '0.500000004000616' ], 'count' => 2, 'adjusted' => '0.496253943794637', 'avg' => '0.500000003994663', 'min' => '0.500000003988709', 'last' => '0.500000004000617', 'champion' => { 'fitness' => '0.500000004000617', 'topology' => 15440, 'id' => 16027, 'elite' => 1, 'nodes' => { '14941' => { 'bias' => '0.969975979169662' }, '4920' => { 'one' => '0.875874431047371', '4639' => '0.730874276191017', 'two' => '-0.263323031782794', '6083' => 0, 'bias' => 0 }, '4639' => { 'one' => '-0.756890751983624', 'bias' => 0, 'two' => '1.12230230262831' }, '7065' => { '4639' => '0.846276977294643', 'bias' => 0 }, 'two' => {}, 'bias' => {}, 'output' => { '1863' => '-4.02504960499814', '4920' => '0.148038340727866', '7065' => '-0.254823330286521', 'two' => 10, 'bias' => '0.0525574474184348', '601' => '-2.1953581303166' }, '6083' => { '14941' => '0.965441658664882', 'bias' => 0 }, '601' => { 'one' => '-1.64513030772989', '4920' => '0.662697074673099', '4639' => '-0.763353947231596', 'two' => '-1.01167174561698', 'bias' => '0.326545121176972' }, '1863' => { 'one' => '0.380004593395456', '4639' => '0.958887283880007', 'two' => '-0.0181178518012161', 'bias' => 0, '601' => '0.562940490332601' }, 'one' => {} } }, 'adj-avg' => '0.500000004000617', 'total' => '1.00000000798933', 'offspring' => 0, 'members' => [ 16027, 16151 ], 'best' => '0.500000004000617', 'func' => sub { "DUMMY" } }, '13499' => { 'penalty' => '10.99098', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'6083\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749796513740904', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'15005\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'15005\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15005\'}->{\'bias\'}), 5 ); $v->{\'15400\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'15400\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15400\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'15400\'}*$n->{\'nodes\'}->{\'7065\'}->{\'15400\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'15005\'}*$n->{\'nodes\'}->{\'output\'}->{\'15005\'})+($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999968', '0.749999999999968', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7106\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7106\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7106\'}->{\'bias\'}), 5 ); $v->{\'7065\'} = sigmoid( 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'penalty' => '10.5500903424117', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', '601', 'two', '1863', '981', 'one', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'981\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'981\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'981\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'981\'}*$n->{\'nodes\'}->{\'output\'}->{\'981\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'}), 5 ); }', 'history' => [ '0.721325538522232', '0.721325538522232', '0.721325538522232', 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sub { "DUMMY" } }, '6162' => { 'penalty' => '10.5621381497259', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '4639', 'one', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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'id' => 6878, 'elite' => 1, 'nodes' => { '4920' => { '4639' => '0.897364179703749', 'two' => '-0.265499719370495', '6083' => 0, 'bias' => 0 }, '4639' => { 'bias' => 0, 'two' => '0.863120542927307' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => '3.20523224797128', '1863' => '-1.13020445374407', '4639' => '-0.135800061574209', 'two' => '3.57951348142397', 'bias' => '0.074429753902327', '601' => '-0.486306909555659' }, '6083' => { 'bias' => 1 }, '601' => { 'one' => '-0.88264688394766', '4920' => '0.803646918676541', 'bias' => '0.321085511447368' }, '1863' => { 'one' => '0.513351698528216', '4639' => '0.823890313282619', 'two' => '-0.0485027036571635', 'bias' => 0, '601' => '0.949786630044444' }, 'one' => {} } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749859661854997', 'func' => sub { "DUMMY" } }, '14546' => { 'penalty' => '10.268', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'6083\'}->{\'one\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999998803', '0.749999999998803', '0.749999999998803', '0.749999999998803', '0.749999999998803', '0.749999999998803', 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($v->{\'601\'}*$n->{\'nodes\'}->{\'3756\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'3756\'}->{\'bias\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3618\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3618\'})+($v->{\'3756\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3756\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749179644949077', '0.749179644949077', '0.749179644949077', '0.749179644949077', '0.749179644949077', '0.749179644949077', '0.749179644949077', '0.749179583569334', '0.749179583569334', '0.749179583569334', '0.749179583569334', '0.749179583569334', '0.749179583569334', '0.749179583569334', '0.74917956365955', '0.749163336610615', '0.749067184654799', '0.748881296212058', 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$v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999911', '0.749999999999911', '0.749999999999911', '0.749999999999911', 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{ 'one' => '-0.626524390151816', 'bias' => 0, 'two' => '1.21607460997657' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => '8.70686241538503', '1863' => '-3.7945688661502', '4639' => '-0.227341254343623', '4920' => '0.191252140458208', 'two' => 10, 'bias' => '0.0472133400165918', '601' => '-1.23439592226316' }, '601' => { 'one' => '-1.46973705189273', '4920' => '1.1359908471681', 'two' => '-0.742775763409357', 'bias' => '0.206434791110959' }, '1863' => { 'one' => '0.3482661724441', '4639' => '0.870991483521281', '4920' => '-0.461181573801582', 'two' => '-0.0192492998313216', 'bias' => 0, '601' => '1.26711720210898' }, 'one' => {} } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749999999991889', 'func' => sub { "DUMMY" } }, '6405' => { 'penalty' => '10.3611389', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '4639', '4920', 'one', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'3880\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'3880\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'3880\'}->{\'two\'}), 5 ); $v->{\'2016\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'2016\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'2016\'}*$n->{\'nodes\'}->{\'601\'}->{\'2016\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3880\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3880\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ 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sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7106\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7106\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7106\'}->{\'bias\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'7106\'}*$n->{\'nodes\'}->{\'7065\'}->{\'7106\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} 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'0.403345827442321', 'two' => '-0.0516906567028845', 'bias' => 0, '601' => '0.933149175914758' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => '3.22511404801699', '1863' => '-1.02991283022506', 'two' => '3.9343930768336', 'bias' => '0.0717920131561404', '601' => '-0.471460758204039' }, '601' => { 'one' => '0.628820806582382', 'two' => '0.744390260169345', 'bias' => '0.462366159313434' } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749706858570259', 'func' => sub { "DUMMY" } }, '13977' => { 'penalty' => '10.2832604221475', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '13976', '13725', 'one', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'13976\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'13976\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'13976\'}->{\'two\'}), 5 ); $v->{\'13725\'} = sigmoid( ($v->{\'13976\'}*$n->{\'nodes\'}->{\'13725\'}->{\'13976\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'13725\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'13725\'}*$n->{\'nodes\'}->{\'4639\'}->{\'13725\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999181', '0.749999999999181', '0.749999999999181', '0.749999999999181', '0.749999999999181', '0.749999999999181', '0.749999999999128', '0.749999999999128', '0.749999999999128', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'3880\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'3880\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'3880\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'3880\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3880\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3880\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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'0.749999943480996', '0.749999943480996', '0.749999925529586', '0.749999910902354', '0.749999910902354', '0.749999910902354', '0.749999910786751', '0.749999910768808', '0.749999910768808', '0.749999811751124', '0.749999808745457', '0.749999808745457', '0.749999808745457', '0.749999808745457', '0.749999808745457', '0.749999808745457', '0.749999808745457', '0.749999736614309', '0.749999735035142', '0.749999506738094', '0.749999506738094', '0.749999505414783', '0.749999341160337', '0.749999341160337', '0.749998842359491', '0.749998842359491', '0.749998842359491', '0.749998842291241', '0.749998566368512', '0.749998563300613', '0.749998563300613', '0.749998563300613', '0.749998563123042', '0.749998563123042', '0.749998563119081', '0.749998563119081', '0.74999691313018', '0.749996865432418', '0.749996865275171', '0.749996734117954', '0.749995800857292', '0.74999580053941', '0.74999580053941', '0.749995800538764', '0.749991296536662', '0.749991241034125', '0.749991241034125', '0.749989274009455', '0.749989273149736', '0.749989273149736' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.749999997489501', 'topology' => 9299, 'nodes' => { '4639' => { 'two' => '0.904678274920085', 'bias' => 0 }, '4920' => { '4639' => '1.37245554995063', 'bias' => 0, 'two' => '-0.311652329116886' }, 'output' => { '1863' => '-3.43439025558043', 'one' => '7.3199552690122', '4639' => '-0.18447287793112', 'bias' => '0.0648186834296008', 'two' => '8.23953353915219', '601' => '-0.494776483686128' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.30228338033527', '4920' => '0.8935622734285', 'bias' => '0.17606414378657', 'two' => '-0.433841411012058' }, 'one' => {}, '3880' => { 'one' => '1.34491650043877', 'bias' => 0, '601' => '0.141673393809215' }, '1863' => { '3880' => '0.347204194530511', '4639' => '1.058873566834', 'bias' => 0, 'two' => '-0.0605890824170832', '601' => '1.29321723192828' } }, 'elite' => 1, 'id' => 13304 }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749999997489501', 'func' => sub { "DUMMY" } }, '14505' => { 'penalty' => '6.33268196103061', 'max' => '0.749999999999916', 'adj-total' => '1.4999999999998', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999916', '0.749999999999916', '0.749999999999847', '0.749999999999808', '0.749999999999808', '0.749999999999808', '0.749999999999808', '0.749999999999808', '0.749999999999607', '0.749999999999596', '0.749999999999596', '0.749999999999595', '0.749999999999595', '0.749999999999595', '0.749999999999595', '0.749999999999595', '0.749999999999595', '0.749999999999592', '0.749999999999233', '0.749999999999233', '0.749999999999213', '0.74999999999897', '0.74999999999897', '0.74999999999897', '0.749999999998959', '0.749999999998959', '0.749999999998957', '0.749999999998055', '0.749999999998048', '0.749999999997803', '0.749999999997803', '0.749999999997737', '0.749999999997737' ], 'count' => 3, 'adjusted' => '0.748605180223141', 'avg' => '0.749999999999092', 'min' => '0.749999999997472', 'last' => '0.749999999999866', 'champion' => { 'fitness' => '0.749999999999916', 'topology' => 14505, 'nodes' => { '4639' => { 'one' => '-0.480728360225916', 'two' => '0.718246699412822', 'bias' => 0 }, '4920' => { 'one' => '0.863718168236075', '4639' => '0.543113706793953', 'bias' => 0, '6083' => 0, 'two' => '-0.317095526744358' }, '6083' => { 'bias' => '1.01620178195346' }, 'output' => { '1863' => '-3.84170309803498', 'one' => '8.97263647953589', '4920' => '0.166180950823429', '4639' => '-0.24551917231283', 'bias' => '0.0504567776592935', 'two' => 10, '601' => '-2.35019234843579' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.53132503460888', '4920' => '0.684551451900388', 'bias' => '0.254624418454323', 'two' => '-1.12833044500208' }, '1863' => { '4639' => '1.31196769741668', '6083' => '-0.347289482428568', 'bias' => 0, 'two' => '-0.0199612719707992', '601' => '0.58938652876428' }, 'one' => {} }, 'elite' => 0, 'id' => 16097 }, 'adj-avg' => '0.749999999999902', 'total' => '2.24999999999728', 'offspring' => 0, 'members' => [ 16097, 16158, 16159 ], 'best' => '0.749999999999916', 'func' => sub { "DUMMY" } }, '15776' => { 'penalty' => '1.8', 'max' => '0.749999999999973', 'adj-total' => '0.749999999999973', 'ignore' => {}, 'adj-count' => 1, 'order' => [ 'bias', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'7065\'}->{\'14941\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'7065\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999973', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953' ], 'count' => 3, 'adjusted' => '0.749999923199953', 'avg' => '0.749999999999961', 'min' => '0.749999999999953', 'last' => '0.749999999999909', 'champion' => { 'fitness' => '0.749999999999953', 'topology' => 15776, 'nodes' => { '4639' => { 'one' => '-0.813190399667706', 'two' => '0.922952418267393', 'bias' => 0 }, '4920' => { 'one' => '0.834609729802492', '4639' => '0.74818269290369', 'bias' => 0, '6083' => 0, 'two' => '-0.26328696396865' }, '14941' => { 'bias' => '0.913127090586547' }, '7065' => { '4639' => '0.772105773171098', '14941' => '-0.0583717664415744', 'bias' => 0, '601' => '0.584956499672433' }, '6083' => { '14941' => '0.872373519036789', 'bias' => 0 }, 'output' => { '1863' => '-3.69581600195527', 'one' => '9.70662371456309', '4920' => '0.139883345192798', '7065' => '-0.231250165869107', 'bias' => '0.0488006401349257', 'two' => 10, '601' => '-2.32940902258125' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.8075566236214', '4639' => '-0.774208687257148', '4920' => '0.696863027294279', 'bias' => '0.323495560023782', 'two' => '-1.01833251924781' }, 'one' => {}, '1863' => { 'one' => '0.416736701810705', '4639' => '0.92589482452091', 'bias' => 0, 'two' => '-0.0163541192303563', '601' => '0.526396188070477' } }, 'elite' => 0, 'id' => 16098 }, 'adj-avg' => '0.749999999999973', 'total' => '2.24999999999988', 'offspring' => 0, 'members' => [ 16161, 16160, 16098 ], 'best' => '0.749999999999973', 'func' => sub { "DUMMY" } }, '15006' => { 'penalty' => '10.807', 'max' => '0.749999999999952', 'adj-total' => '1.4999999999999', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '15005', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'15005\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'15005\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15005\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'15005\'}*$n->{\'nodes\'}->{\'output\'}->{\'15005\'})+($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999952', '0.749999999999941', '0.749999999999941', '0.749999999999941', '0.749999999999934', '0.749999999999934', '0.749999999999934', '0.749999999999934', '0.749999999999934', '0.749999999999933', '0.749999999999912', '0.749999999999879', '0.749999999999879', '0.749999999999879', '0.749999999999874' ], 'count' => 3, 'adjusted' => '0.132804122757099', 'avg' => '0.749999999999916', 'min' => '0.749999999999846', 'last' => '0.749999999999952', 'champion' => { 'fitness' => '0.749999999999952', 'topology' => 15006, 'id' => 15664, 'elite' => 1, 'nodes' => { '4920' => { 'one' => '0.830184157349972', '4639' => '0.759687702176913', 'two' => '-0.250960521109716', '6083' => 0, 'bias' => 0 }, '4639' => { 'one' => '-0.791576326301189', 'bias' => 0, 'two' => '0.817003836063886' }, '7065' => { '4639' => '0.823797369551354', 'bias' => 0 }, 'two' => {}, 'bias' => {}, 'output' => { '1863' => '-3.98061330262503', 'one' => 10, '15005' => '0.174985038771674', '7065' => '-0.277022226142029', 'two' => 10, 'bias' => '0.0512600784596415', '601' => '-2.23243790864895' }, '6083' => { '4639' => '0.516043012815754', 'bias' => '1.04495902185915' }, '601' => { 'one' => '-1.52417915522199', '4920' => '0.746703587456477', '4639' => '-0.819790786027658', 'two' => '-0.917618013491675', 'bias' => '0.253155432738357' }, 'one' => {}, '15005' => { '4920' => '0.996061116250089', 'bias' => 0 }, '1863' => { 'one' => '0.41233057193786', '4639' => '0.837204567087668', 'two' => '-0.0212244242808698', 'bias' => 0, '601' => '0.652150293409306' } } }, 'adj-avg' => '0.749999999999952', 'total' => '2.24999999999975', 'offspring' => 0, 'members' => [ 15664, 16162, 16163 ], 'best' => '0.749999999999952', 'func' => sub { "DUMMY" } }, '14942' => { 'penalty' => '10.3122', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999946', '0.749999999999946', '0.749999999999946', '0.749999999999946', '0.749999999999946', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'2665\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'2665\'}->{\'1863\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'2665\'}->{\'bias\'}), 5 ); 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'best' => '0.74988175100055', 'func' => sub { "DUMMY" } }, '14697' => { 'penalty' => '10.3', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'7065\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999407', '0.749999999999405', '0.749999999999405', '0.749999999999405', '0.749999999999377' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.749999999999407', 'topology' => 14697, 'nodes' => { '4639' => { 'one' => 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"DUMMY" } }, '7269' => { 'penalty' => '10.4517100145716', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '4639', '4920', 'one', '601', '1863', '7268', '7106', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7268\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'7268\'}->{\'bias\'}), 5 ); $v->{\'7106\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7106\'}->{\'4639\'})+($v->{\'7268\'}*$n->{\'nodes\'}->{\'7106\'}->{\'7268\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7106\'}->{\'bias\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'7106\'}*$n->{\'nodes\'}->{\'7065\'}->{\'7106\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'7065\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( 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'4.6', 'max' => '0.749999999999967', 'adj-total' => '1.49999999999993', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'two', '14941', 'one', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'14941\'}->{\'two\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( 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=> '-1.0204010526221', 'bias' => '0.293980940120308' }, '1863' => { 'one' => '0.361283297056354', '4639' => '1.01114840302202', 'two' => '-0.0198344117653077', 'bias' => 0, '601' => '0.580639210432434' }, 'one' => {} } }, 'adj-avg' => '0.749999999999967', 'total' => '2.24999999999899', 'offspring' => 0, 'members' => [ 16164, 16102, 16165 ], 'best' => '0.749999999999967', 'func' => sub { "DUMMY" } }, '14309' => { 'penalty' => '8.94573067911685', 'max' => '0.749999999999842', 'adj-total' => '0.749999999999842', 'ignore' => {}, 'adj-count' => 1, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'6083\'}->{\'one\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999842', '0.749999999999842', '0.749999999999842', '0.749999999999842', '0.749999999999842', '0.749999999999842', '0.749999999999806', '0.749999999999785', '0.749999999999785', 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=> { 'one' => '-0.614798649620842', 'bias' => 0, 'two' => '0.644961190956613' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => '8.78602965032313', '1863' => '-3.52440480333881', '4639' => '-0.254051009986005', '4920' => '0.225673191282992', 'two' => 10, 'bias' => '0.051373114764595', '601' => '-2.42095008212947' }, '6083' => { 'one' => '-0.479145096410828', '4639' => '-0.584097763012059', 'bias' => '1.24962209235472' }, '601' => { 'one' => '-1.23308747292669', '4920' => '0.665202943590214', 'two' => '-1.08031105306719', 'bias' => '0.237129930015885' }, '1863' => { 'one' => '0.320771366548245', '4639' => '1.05594508105482', 'two' => '-0.0218707094630817', 'bias' => 0, '6083' => '-0.213151486264592', '601' => '0.670171219103298' }, 'one' => {} } }, 'adj-avg' => '0.749999999999842', 'total' => '1.49999999999968', 'offspring' => 0, 'members' => [ 16103, 16166 ], 'best' => '0.749999999999842', 'func' => sub { "DUMMY" } }, '13851' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '13725', '3618', 'one', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'13725\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'13725\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'13725\'}->{\'two\'}), 5 ); $v->{\'3618\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'3618\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'3618\'}->{\'two\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'13725\'}*$n->{\'nodes\'}->{\'4639\'}->{\'13725\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3618\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3618\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998544', '0.749999999998465', '0.74999999999843', '0.74999999999843', '0.74999999999843', '0.74999999999843', '0.74999999999843' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.749999999998544', 'topology' => 13851, 'id' => 14443, 'elite' => 1, 'nodes' => { '4920' => { 'one' => 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sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749560110472825', '0.749560110472825', '0.749560110472825', '0.749560110472825', '0.749560110472825', '0.749552944557948', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.749259212199711', '0.74925155084491', '0.74925155084491', '0.74925155084491', '0.749251548404665' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.749560110472825', 'topology' => 5649, 'id' => 6231, 'elite' => 1, 'nodes' => { 'one' => {}, '1863' => { 'one' => '0.513351698528216', 'two' => '-0.0470372796442243', 'bias' => 0, '601' => '0.932573982979792' }, '4639' => { 'one' => '0.819058253382146', 'bias' => 0, 'two' => 1 }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => '3.49185984168382', '1863' => '-1.18033443800065', '4639' => '0.680292963443875', 'two' => '3.15939663495568', 'bias' => '0.0723513586287183', 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($v->{\'14941\'}*$n->{\'nodes\'}->{\'4920\'}->{\'14941\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'1863\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999816', '0.749999999999816', '0.749999999999816', '0.749999999999816', '0.749999999999816', '0.749999999999816', '0.749999999999815', '0.749999999999815', '0.749999999999815', 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5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'6083\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7106\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7106\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7106\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'7106\'}->{\'one\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'7106\'}*$n->{\'nodes\'}->{\'7065\'}->{\'7106\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( 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'fitness' => '0.749999999992754', 'topology' => 12927, 'id' => 13189, 'elite' => 1, 'nodes' => { 'one' => {}, 'two' => {}, 'bias' => {}, 'output' => { 'one' => 10, 'two' => 10, 'bias' => '0.0206497544057552', '601' => '-5.2416097910959' }, '601' => { 'one' => '-0.830059668937473', 'bias' => '0.616339484543626', 'two' => '0.0160812051922383' } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749999999992754', 'func' => sub { "DUMMY" } }, '15837' => { 'penalty' => 2, 'max' => '0.749999999999956', 'adj-total' => '1.49999999999991', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'7065\'}->{\'14941\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'7065\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'7065\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( 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16176 ], 'best' => '0.749999999999956', 'func' => sub { "DUMMY" } }, '5005' => { 'penalty' => '10.1244', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '4639', '4920', 'one', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( 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sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6794\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6794\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'6794\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6794\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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'adj-avg' => '0.749999999989245', 'total' => '2.24999999995706', 'offspring' => 0, 'members' => [ 16054, 16177, 16178 ], 'best' => '0.749999999989647', 'func' => sub { "DUMMY" } }, '15362' => { 'penalty' => '5.887', 'max' => '0.749999999999921', 'adj-total' => '1.49999999999984', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '15005', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'15005\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'15005\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15005\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'15005\'}*$n->{\'nodes\'}->{\'output\'}->{\'15005\'})+($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999921', '0.749999999999921', '0.749999999999921', '0.749999999999921', '0.749999999999921', '0.749999999999921', '0.749999999999919', '0.749999999999918', '0.749999999999918', '0.749999999999918', '0.749999999999918', '0.749999999999918', '0.749999999999917', '0.749999999999917', '0.749999999999917', '0.749999999999915', '0.749999999999915' ], 'count' => 3, 'adjusted' => '0.749417246817785', 'avg' => '0.749999999999851', 'min' => '0.74999999999971', 'last' => '0.749999999999895', 'champion' => { 'fitness' => '0.749999999999921', 'topology' => 15362, 'nodes' => { '4639' => { 'one' => '-0.789059138254083', 'two' => '0.797392843838522', 'bias' => 0 }, '4920' => { 'one' => '0.830184157349972', '4639' => '0.832787461469161', 'bias' => 0, '6083' => 0, 'two' => '-0.250960521109716' }, '7065' => { '4639' => '0.823797369551354', 'bias' => 0 }, '6083' => { '4639' => '0.516043012815754', 'bias' => '1.10358392566837' }, 'output' => { '15005' => '0.174985038771674', 'one' => 10, '1863' => '-3.98061330262503', '7065' => '-0.253192198752137', 'bias' => '0.0512600784596415', 'two' => 10, '601' => '-2.08793751891109' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.53675125013032', '4639' => '-0.760029791163951', '4920' => '0.746703587456477', 'bias' => '0.253155432738357', 'two' => '-0.973020068257078' }, '1863' => { 'one' => '0.403453267740469', '4920' => '0.370555464327978', '4639' => '0.837204567087668', 'bias' => 0, 'two' => '-0.0212244242808698', '601' => '0.652150293409306' }, 'one' => {}, '15005' => { '4920' => '0.996061116250089', 'bias' => 0 } }, 'elite' => 0, 'id' => 16117 }, 'adj-avg' => '0.749999999999921', 'total' => '2.24999999999955', 'offspring' => 0, 'members' => [ 16179, 16117, 16180 ], 'best' => '0.749999999999921', 'func' => sub { "DUMMY" } }, '15478' => { 'penalty' => '5.5', 'max' => '0.749999999999962', 'adj-total' => '1.49999999999992', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'14941\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'7065\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999962', '0.749999999999962', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.749999999999953', '0.74999999999995', '0.74999999999995', '0.749999999999948', '0.749999999999948', '0.749999999999948' ], 'count' => 3, 'adjusted' => '0.749744620283093', 'avg' => '0.749999999999842', 'min' => '0.749999999999602', 'last' => '0.749999999999956', 'champion' => { 'fitness' => '0.749999999999962', 'topology' => 15478, 'id' => 16120, 'elite' => 0, 'nodes' => { '14941' => { 'bias' => '1.00199445005898' }, '4920' => { 'one' => '0.921729632751144', '4639' => '0.77412759067162', 'two' => '-0.24898724807452', '6083' => 0, 'bias' => 0 }, '4639' => { 'one' => '-0.772039605430058', 'bias' => 0, 'two' => '0.880319372766154' }, '7065' => { '4639' => '0.708361059939282', 'bias' => 0, '601' => '0.63529443389206' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => 10, '1863' => '-3.97507330753409', '4920' => '0.143153098989579', '7065' => '-0.232051060311991', 'two' => 10, 'bias' => '0.0480206339594631', '601' => '-2.42271780532361' }, '6083' => { '14941' => '0.921156595343108', 'bias' => 0 }, '601' => { 'one' => '-1.72422578787602', '4920' => '0.653535106812237', '4639' => '-0.732232883661773', 'two' => '-0.960957031257227', 'bias' => '0.353565708672801' }, '1863' => { 'one' => '0.44806741993128', '4639' => '0.890628149165944', 'two' => '-0.0157607723127472', 'bias' => 0, '601' => '0.477716979512454' }, 'one' => {} } }, 'adj-avg' => '0.749999999999962', 'total' => '2.24999999999953', 'offspring' => 0, 'members' => [ 16181, 16120, 16182 ], 'best' => '0.749999999999962', 'func' => sub { "DUMMY" } }, '1130' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => { 'one' => 1 }, 'adj-count' => 0, 'order' => [ 'bias', '601', 'two', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.5', 'topology' => 1130, 'nodes' => { 'one' => {}, 'output' => { 'bias' => 0, 'two' => '0.808366641712881', '601' => '-0.416274674695368' }, 'bias' => {}, 'two' => {}, '601' => { 'bias' => '1.01138476385972' } }, 'elite' => 1, 'id' => 1634 }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.5', 'func' => sub { "DUMMY" } }, '550' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => { 'two' => 1 }, 'adj-count' => 0, 'order' => [ 'bias', 'one', '549', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'549\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'549\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'549\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'549\'}*$n->{\'nodes\'}->{\'output\'}->{\'549\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'}), 5 ); }', 'history' => [ '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.5', 'topology' => 550, 'id' => 828, 'elite' => 1, 'nodes' => { 'one' => {}, '549' => { 'one' => '-0.174361057746415', 'bias' => '-0.592913330976868' }, 'two' => {}, 'bias' => {}, 'output' => { '549' => '0.425153342501666', 'bias' => '0.10709270279486' } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.5', 'func' => sub { "DUMMY" } }, '15715' => { 'penalty' => '0', 'max' => '0.74999999999997', 'adj-total' => '1.49999999999994', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', '15714', '14941', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'15714\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'15714\'}->{\'bias\'}), 5 ); $v->{\'14941\'} = sigmoid( ($v->{\'15714\'}*$n->{\'nodes\'}->{\'14941\'}->{\'15714\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'14941\'}->{\'bias\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'7065\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'7065\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.74999999999997', '0.74999999999997', '0.749999999999955', '0.749999999999955', '0.749999999999954', '0.749999999999954', '0.749999999999954', '0.749999999999951', '0.749999999999951' ], 'count' => 3, 'adjusted' => '0.74999999999997', 'avg' => '0.749999999999742', 'min' => '0.749999999999286', 'last' => '0.74999999999996', 'champion' => { 'fitness' => '0.74999999999997', 'topology' => 15715, 'id' => 16122, 'elite' => 0, 'nodes' => { '14941' => { '15714' => '1.04749914969966', 'bias' => 0 }, '4920' => { 'one' => '0.924931603035461', '4639' => '0.68068504884433', 'two' => '-0.238870659791816', '6083' => 0, 'bias' => 0 }, '4639' => { 'one' => '-0.731630767616259', 'bias' => 0, 'two' => '0.945733305333831' }, '7065' => { '4639' => '0.805103362161658', 'bias' => 0, '6083' => '-0.323173239125185', '601' => '0.550501653490412' }, 'two' => {}, 'bias' => {}, 'output' => { 'one' => 10, '1863' => '-3.92295024243986', '4920' => '0.155112462455947', '7065' => '-0.277696531697446', 'two' => 10, 'bias' => '0.0483366914975657', '601' => '-2.48320411743114' }, '6083' => { '14941' => '0.963256163234184', 'bias' => 0 }, '601' => { 'one' => '-1.56611463526347', '4920' => '0.656073182124121', '4639' => '-0.775934578443355', 'two' => '-0.931272048626625', 'bias' => '0.297538127144574' }, '1863' => { 'one' => '0.404002742198397', '4639' => '0.871622366353709', 'two' => '-0.0193792016236484', 'bias' => 0, '601' => '0.546883228987512' }, 'one' => {}, '15714' => { 'bias' => '1.02690192023271' } } }, 'adj-avg' => '0.74999999999997', 'total' => '2.24999999999923', 'offspring' => 0, 'members' => [ 16122, 16183, 16184 ], 'best' => '0.74999999999997', 'func' => sub { "DUMMY" } }, '14114' => { 'penalty' => '5.62199507033529', 'max' => '0.749999999999886', 'adj-total' => '1.49999999999975', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'output\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999886', '0.749999999999862', '0.749999999999862', '0.74999999999986', '0.749999999999855', '0.749999999999854', 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'4639' => { 'one' => '-0.638902688113302', 'two' => '0.927629888225935', 'bias' => 0 }, '4920' => { 'one' => '0.851759453453911', '4639' => '0.675255238947453', 'bias' => 0, '6083' => 0, 'two' => '-0.255560225769298' }, '6083' => { 'bias' => '0.956932596230542' }, 'output' => { '4920' => '0.218704639343872', '4639' => '-0.214855144462092', '6083' => '0.484604010436996', 'bias' => '0.0405384053167402', 'two' => '9.98866227319026', '601' => '-2.7694292802136', 'one' => '9.05345195027613', '1863' => '-3.59037218769902' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.47533157990865', '4920' => '0.611690941752034', 'bias' => '0.279881419779531', 'two' => '-0.955649391868786' }, '1863' => { 'one' => '0.420148915420318', '4639' => '0.900386800394611', '6083' => '-0.176067487842335', 'bias' => 0, 'two' => '-0.0244946171357634', '601' => '0.728533085107138' }, 'one' => {} }, 'elite' => 1, 'id' => 16061 }, 'adj-avg' => '0.749999999999874', 'total' => '2.24999999999951', 'offspring' => 0, 'members' => [ 16185, 16061, 16186 ], 'best' => '0.749999999999886', 'func' => sub { "DUMMY" } }, '13575' => { 'penalty' => '10.019', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', '601', '3756', '1863', 'two', '4523', '981', 'one', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'}), 5 ); $v->{\'3756\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'3756\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'3756\'}->{\'bias\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3756\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3756\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'}), 5 ); $v->{\'4523\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4523\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4523\'}->{\'two\'}), 5 ); $v->{\'981\'} = sigmoid( ($v->{\'4523\'}*$n->{\'nodes\'}->{\'981\'}->{\'4523\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'981\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'981\'}*$n->{\'nodes\'}->{\'output\'}->{\'981\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'}), 5 ); }', 'history' => [ '0.607371209295946', '0.607371209295946', '0.607371209295946', '0.607371209295946', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591833343432835', '0.591810969322102', '0.591810969322102', '0.591810969322102', '0.568503014135794', '0.568503014135794', '0.568503014135794', '0.568503014135794', '0.568503014135794' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.607371209295946', 'topology' => 13575, 'id' => 14368, 'elite' => 1, 'nodes' => { '3756' => { 'bias' => 0, '601' => '1.08857319655544' }, '981' => { 'bias' => '-0.327071550928606', '4523' => '0.83975857306277' }, 'two' => {}, 'bias' => {}, 'output' => { '981' => '2.22869270617443', 'one' => '1.90896379026649', '1863' => '-1.22666343134899', 'bias' => '-0.954182666255171' }, '601' => { 'bias' => '-1.56905168459966' }, 'one' => {}, '1863' => { '3756' => '1.07818630306771', 'bias' => 0 }, '4523' => { 'two' => '1.5000988705556', 'bias' => 0 } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.607371209295946', 'func' => sub { "DUMMY" } }, '9062' => { 'penalty' => '4.02884054087642', 'max' => '0.749999999861295', 'adj-total' => '1.49999999971766', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', '601', 'two', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999861295', '0.749999999856363', '0.749999999856363', '0.749999999814304', '0.749999999731384', '0.749999999731384', '0.749999999370923', '0.749999997961191', '0.749999994993768', '0.74999999499239', '0.749999994992326', '0.749999994992326', '0.749999994393971', '0.749999994393429', '0.749999994393429', '0.749999994392389', '0.749999994392389', '0.749999994392389', '0.749999992237046', '0.749999991928443', '0.749999991560082', '0.749999983355465', '0.749999983355465', 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{}, 'output' => { '1863' => '5.7179166861018', 'one' => 10, 'bias' => '-4.38474545662926', 'two' => '3.1075005991353' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-0.0455430212387701', 'bias' => '-0.235634525891272' } }, 'elite' => 1, 'id' => 16064 }, 'adj-avg' => '0.749999999858829', 'total' => '2.24999999916863', 'offspring' => 0, 'members' => [ 16187, 16064, 16188 ], 'best' => '0.749999999861295', 'func' => sub { "DUMMY" } }, '3301' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => { 'one' => 1 }, 'adj-count' => 0, 'order' => [ 'bias', '601', 'two', '981', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'}), 5 ); $v->{\'981\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'981\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'981\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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$n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'549\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'549\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'549\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'549\'}*$n->{\'nodes\'}->{\'output\'}->{\'549\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.597701004527779', '0.597701004527779', '0.597701004527779', '0.597701004527779', '0.597701004527779', '0.597701004527779', '0.597699481940365', 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'members' => [], 'best' => '0.597701004527779', 'func' => sub { "DUMMY" } }, '5854' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '4639', '4920', 'one', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.74999999993766', '0.74999999993766', '0.74999999993766', '0.74999999993766', '0.74999999993766', '0.749999999937216', '0.749999999937216', '0.749999999936403', '0.749999999936403', '0.749999999936403', '0.749999999936403', '0.749999999912181', '0.749999999912134', '0.749999999912134', '0.749999999912134', '0.749999999912131', '0.749999999912131', '0.749999999910346', '0.749999999910346', '0.749999999908069', '0.749999999908069', '0.749999999907209', '0.749999999907209', '0.749999999907199', '0.749999999907199', '0.749999999907199', '0.749999999907199', '0.749999999905036', '0.749999999905036', '0.749999999905036', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'15005\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'15005\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15005\'}->{\'bias\'}), 5 ); $v->{\'15400\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'15400\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'15400\'}*$n->{\'nodes\'}->{\'7065\'}->{\'15400\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'15005\'}*$n->{\'nodes\'}->{\'output\'}->{\'15005\'})+($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999973', 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$v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916530534424', '0.749916279229073', '0.749916279229073', '0.749913156929011', '0.749913156929011', '0.749913156929011', '0.749885403213001', '0.749885329915837', '0.749885329915837', '0.749885141336652', '0.749884318600524', '0.749884317339808', '0.749884265801122', '0.749884265801122', '0.749884265801122', '0.749884237895305', '0.749884237895305', '0.749884218503998', '0.749884218503998', '0.749883797193482', '0.749883796876536', '0.749883796876536', '0.749883763325775', '0.749883763325775', '0.749883713548739' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.749916530534424', 'topology' => 6756, 'nodes' => { '4639' => { 'one' => '-0.671783466150721', 'two' => '0.829619676621625', 'bias' => 0 }, '4920' => { '4639' => '0.859311056383922', 'bias' => 0, 'two' => '-0.288238670638719' }, 'output' => { '1863' => '-1.16946850045166', 'one' => '3.52818458295627', '4639' => '-0.140584148296402', 'bias' => '0.0715745248003742', 'two' => '3.57951348142397', '601' => '-0.500332541252664' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-0.923059480144435', '4920' => '0.803646918676541', 'bias' => '0.29874002823388', 'two' => '-0.568769710965967' }, '1863' => { 'one' => '0.513351698528216', '4639' => '0.943143291903189', '4920' => '1.00331629377975', 'bias' => 0, 'two' => '-0.0485027036571635', '601' => '0.88316747995409' }, 'one' => {} }, 'elite' => 1, 'id' => 7685 }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749916530534424', 'func' => sub { "DUMMY" } }, '16150' => { 'penalty' => 0, 'max' => '0.738202205408361', 'adj-total' => '1.4764013022962', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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=> {}, '601' => { 'one' => '-0.877804811548979', '4920' => '0.86079157493664', 'bias' => '0.321085511447368' }, 'one' => {}, '1863' => { 'one' => '0.513351698528216', 'bias' => 0, 'two' => '-0.0443270863407186', '601' => '0.81906082502257' } }, 'elite' => 0, 'id' => 16149 }, 'adj-avg' => '0.7382006511481', 'total' => '2.21381315589319', 'offspring' => 0, 'members' => [ 16195, 16149, 16196 ], 'best' => 0, 'func' => sub { "DUMMY" } }, '1' => { 'penalty' => 10, 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => { 'one' => 1, 'bias' => 1, 'output' => 1, 'two' => 1 }, 'adj-count' => 0, 'order' => [], 'code' => 'sub { my ( $n, $v ) = @_; }', 'history' => [ '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5', '0.5' ], 'count' => 0, 'adjusted' => 0, 'avg' => 0, 'min' => '1e+99', 'last' => 0, 'champion' => { 'fitness' => '0.5', 'topology' => 1, 'id' => 33, 'elite' => 1, 'nodes' => { 'one' => {}, 'two' => {}, 'bias' => {}, 'output' => {} } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.5', 'func' => sub { "DUMMY" } }, '15069' => { 'penalty' => '10.2444', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'6083\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999888', '0.749999999999888', '0.749999999999888', '0.749999999999888', '0.749999999999888', '0.749999999999888', '0.749999999999888', '0.749999999999886', '0.749999999999883', '0.749999999999883', '0.749999999999883', '0.749999999999883', '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', '0.749999999999881', 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'1863\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'output\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999837', '0.749999999999837', '0.749999999999837', '0.749999999999786', '0.749999999999786', '0.749999999999675', '0.749999999999675', '0.749999999999675', '0.749999999999675', '0.749999999999674', '0.749999999999581', '0.749999999999581', '0.749999999999581', '0.749999999999581', '0.749999999999581', '0.749999999999566', '0.749999999999429', '0.749999999999427', '0.749999999999427', '0.749999999999427', 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'981\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'981\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'981\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'981\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'981\'}*$n->{\'nodes\'}->{\'output\'}->{\'981\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'}), 5 ); }', 'history' => [ '0.548751659015342', '0.548751659015342', '0.546700923287876' ], 'count' => 2, 'adjusted' => 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868274899361', '0.749868133988049', 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'one' => {} }, 'elite' => 1, 'id' => 7086 }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.749868274899361', 'func' => sub { "DUMMY" } }, '6446' => { 'penalty' => '10.65245', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '3618', '4639', '4920', 'one', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'3618\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'3618\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'3618\'}->{\'two\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3618\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3618\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4920\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749910038716147', 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999987931', '0.749999999987931', '0.749999999987931', '0.749999999987931', '0.749999999987931', '0.749999999987931', '0.749999999987931', '0.74999999998329', '0.749999999982619', '0.749999999982619', '0.749999999982619', '0.749999999982619', '0.749999999982619', '0.749999999982616', '0.749999999982616', '0.749999999982616', '0.749999999982616', '0.749999999982584', '0.749999999982539', '0.749999999982539', '0.74999999998245', '0.74999999998245', '0.74999999998245', '0.74999999998245', '0.749999999962938', '0.74999999989118', '0.749999999814759', '0.749999999814714', '0.749999999814714', '0.749999999795581', 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'func' => sub { "DUMMY" } }, '14585' => { 'penalty' => '10.39318', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '601', '1863', '7065', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'output\'}->{\'4639\'})+($v->{\'549\'}*$n->{\'nodes\'}->{\'output\'}->{\'549\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.653882895670818' ], 'count' => 1, 'avg' => '0.653882895670818', 'min' => '0.653882895670818', 'last' => 0, 'adj-avg' => '0.653882895670818', 'total' => '0.653882895670818', 'offspring' => 0, 'members' => [ 16213 ], 'best' => 0, 'func' => sub { "DUMMY" } }, '11335' => { 'penalty' => '10.7488571587576', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'one', 'two', '4639', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); 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'adj-total' => '0.749993676839256', 'ignore' => {}, 'adj-count' => 1, 'order' => [ 'bias', '601', 'two', '1863', '2665', 'one', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'601\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'2665\'} = sigmoid( ($v->{\'1863\'}*$n->{\'nodes\'}->{\'2665\'}->{\'1863\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'2665\'}->{\'bias\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'2665\'}*$n->{\'nodes\'}->{\'output\'}->{\'2665\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749993676839256', '0.749993672470984', 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'1.49999999999994', 'ignore' => {}, 'adj-count' => 2, 'order' => [ 'bias', 'one', 'two', '4639', '6083', '4920', '15005', '15400', '601', '7065', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'4639\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'6083\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'15005\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'15005\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'15005\'}->{\'bias\'}), 5 ); $v->{\'15400\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'15400\'}->{\'bias\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'7065\'} = sigmoid( ($v->{\'15400\'}*$n->{\'nodes\'}->{\'7065\'}->{\'15400\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'1863\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'1863\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( ($v->{\'15005\'}*$n->{\'nodes\'}->{\'output\'}->{\'15005\'})+($v->{\'1863\'}*$n->{\'nodes\'}->{\'output\'}->{\'1863\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'output\'}->{\'601\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'output\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'output\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'output\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'output\'}->{\'two\'}), 5 ); }', 'history' => [ '0.749999999999972', '0.749999999999972', '0.749999999999972', '0.749999999999972' ], 'count' => 3, 'adjusted' => '0.749999999999972', 'avg' => '0.749999999999954', 'min' => '0.74999999999992', 'last' => '0.749999999999754', 'champion' => { 'fitness' => '0.749999999999972', 'topology' => 16026, 'nodes' => { '15400' => { 'bias' => '1.01522511039501' }, '4639' => { 'one' => '-0.740846112100489', 'two' => '0.849596772657647', 'bias' => 0 }, '4920' => { 'one' => '0.764677505696626', '4639' => '0.720816089471203', 'bias' => 0, '6083' => 0, 'two' => '-0.254259080461883' }, '7065' => { '15400' => 0, '4639' => '0.898038384478704', 'bias' => 0 }, '6083' => { '4639' => '0.473230261888713', 'bias' => '0.958944098191' }, 'output' => { '15005' => '0.193298957142422', 'one' => 10, '1863' => '-3.88250583485404', '7065' => '-0.298767761863803', 'bias' => '0.0547087175929212', 'two' => 10, '601' => '-2.39968738852891' }, 'bias' => {}, 'two' => {}, '601' => { 'one' => '-1.5516835235558', '4639' => '-0.820424634347233', '4920' => '0.805282860821832', 'bias' => '0.240516539098082', 'two' => '-0.972193894956376' }, '15005' => { '4920' => '1.00233861630301', 'bias' => 0 }, 'one' => {}, '1863' => { 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($v->{\'4639\'}*$n->{\'nodes\'}->{\'7065\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'7065\'}->{\'bias\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'6083\'}->{\'14941\'})+($v->{\'7065\'}*$n->{\'nodes\'}->{\'6083\'}->{\'7065\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'6083\'}*$n->{\'nodes\'}->{\'4920\'}->{\'6083\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4920\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'14941\'}*$n->{\'nodes\'}->{\'601\'}->{\'14941\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'601\'}->{\'4639\'})+($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 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'0.5', 'topology' => 497, 'id' => 1238, 'elite' => 1, 'nodes' => { 'one' => {}, 'two' => {}, 'bias' => {}, 'output' => { 'bias' => '-0.31616644847075', 'two' => '0.0377780014348634' } } }, 'adj-avg' => 0, 'total' => 0, 'offspring' => 0, 'members' => [], 'best' => '0.5', 'func' => sub { "DUMMY" } }, '13726' => { 'penalty' => '10.525004978', 'max' => '-1e+99', 'adj-total' => 0, 'ignore' => {}, 'adj-count' => 0, 'order' => [ 'bias', 'two', '13725', 'one', '4639', '6083', '4920', '601', '1863', 'output' ], 'code' => 'sub { my ( $n, $v ) = @_; $v->{\'13725\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'13725\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'13725\'}->{\'two\'}), 5 ); $v->{\'4639\'} = sigmoid( ($v->{\'13725\'}*$n->{\'nodes\'}->{\'4639\'}->{\'13725\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'4639\'}->{\'one\'}), 5 ); $v->{\'6083\'} = sigmoid( ($v->{\'bias\'}*$n->{\'nodes\'}->{\'6083\'}->{\'bias\'}), 5 ); $v->{\'4920\'} = 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($v->{\'bias\'}*$n->{\'nodes\'}->{\'4639\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4639\'}->{\'two\'}), 5 ); $v->{\'4920\'} = sigmoid( ($v->{\'4639\'}*$n->{\'nodes\'}->{\'4920\'}->{\'4639\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'4920\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'4920\'}->{\'two\'}), 5 ); $v->{\'601\'} = sigmoid( ($v->{\'4920\'}*$n->{\'nodes\'}->{\'601\'}->{\'4920\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'601\'}->{\'bias\'})+($v->{\'one\'}*$n->{\'nodes\'}->{\'601\'}->{\'one\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'601\'}->{\'two\'}), 5 ); $v->{\'1863\'} = sigmoid( ($v->{\'3880\'}*$n->{\'nodes\'}->{\'1863\'}->{\'3880\'})+($v->{\'4639\'}*$n->{\'nodes\'}->{\'1863\'}->{\'4639\'})+($v->{\'601\'}*$n->{\'nodes\'}->{\'1863\'}->{\'601\'})+($v->{\'bias\'}*$n->{\'nodes\'}->{\'1863\'}->{\'bias\'})+($v->{\'two\'}*$n->{\'nodes\'}->{\'1863\'}->{\'two\'}), 5 ); $v->{\'output\'} = sigmoid( 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'N=14941,15714,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:15714,14941:bias,15714:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:601,7065:6083,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15715, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:two' => 5295, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14388, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:one,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 5970, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,601:one,output:1863,output:bias,output:one,output:two' => 2865, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5568, 'N=1863,3618,601,bias,one,output,two;C=1863:3618,1863:601,1863:bias,3618:bias,3618:two,601:bias,601:one,output:1863,output:bias,output:one,output:two' => 7783, 'N=1863,4639,4920,601,6948,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:6948,4920:bias,601:4920,601:bias,601:one,6948:bias,6948:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6949, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:601,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15478, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,601:one,601:two,output:1863,output:bias,output:one,output:two' => 3550, 'N=1863,3618,601,bias,one,output,two;C=1863:3618,1863:601,1863:bias,3618:bias,3618:two,601:bias,output:1863,output:bias,output:one,output:two' => 3687, 'N=549,601,bias,one,output,two;C=549:bias,549:one,601:bias,output:549,output:601,output:bias,output:two' => 1716, 'N=601,bias,one,output,two;C=601:bias,output:601,output:bias,output:one' => 602, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6124, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 3064, 'N=601,981,bias,one,output,two;C=601:bias,981:bias,981:two,output:601,output:981,output:bias' => 3301, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13354, 'N=bias,one,output,two;C=' => 1, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:bias,3880:one,601:bias,601:two,output:1863,output:601,output:bias,output:one,output:two' => 4466, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4639,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 11335, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7106:4639,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7107, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:two' => 5854, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,output:1863,output:bias,output:one,output:two' => 2591, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 16150, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 12871, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13612, 'N=601,981,bias,one,output,two;C=601:bias,981:bias,981:two,output:601,output:981,output:bias,output:one' => 1942, 'N=1863,2665,601,bias,one,output,two;C=1863:601,1863:bias,2665:1863,2665:bias,601:bias,601:one,output:2665,output:bias' => 14152, 'N=1863,3618,3756,601,bias,one,output,two;C=1863:3618,1863:3756,1863:bias,3618:bias,3618:two,3756:601,3756:bias,601:bias,output:1863,output:bias,output:one,output:two' => 5255, 'N=601,bias,one,output,two;C=601:bias,output:601,output:bias,output:one,output:two' => 1207, 'N=1863,4639,4920,601,981,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,981:bias,981:two,output:1863,output:4639,output:601,output:981,output:bias,output:one' => 6836, 'N=13725,13976,1863,4639,4920,601,6083,bias,one,output,two;C=13725:13976,13725:bias,13976:bias,13976:two,1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:13725,4639:bias,4639:one,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13977, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:601,7065:6083,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15515, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5335, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14816, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:bias,3880:one,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 3881, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6286, 'N=1863,3756,601,bias,one,output,two;C=1863:3756,1863:bias,1863:two,3756:601,3756:bias,601:bias,output:1863,output:bias,output:one,output:two' => 3757, 'N=549,bias,one,output,two;C=549:bias,549:one,output:549,output:bias,output:two' => 765, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:bias,3880:one,3880:two,601:bias,601:two,output:1863,output:601,output:bias,output:one,output:two' => 4797, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13689, 'N=1863,2016,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,2016:bias,4639:bias,4639:two,4920:4639,4920:bias,601:2016,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5088, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 10153, 'N=1863,4523,601,981,bias,one,output,two;C=1863:601,1863:bias,4523:bias,4523:two,601:bias,981:4523,981:bias,output:1863,output:981,output:bias,output:one' => 11102, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6162, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7106:4639,7106:4920,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7428, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14546, 'N=1863,3756,601,bias,one,output,two;C=1863:3756,1863:bias,1863:one,1863:two,3756:bias,601:bias,output:1863,output:bias,output:one,output:two' => 11664, 'N=601,bias,one,output,two;C=601:bias,output:601,output:bias' => 654, 'N=bias,one,output,two;C=output:bias,output:two' => 497, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:6083,output:bias,output:one,output:two' => 14232, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:1863,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14466, 'N=1863,4639,4920,5892,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,5892:bias,5892:one,601:4920,601:5892,601:bias,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5893, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:6083,output:bias,output:one,output:two' => 14114, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5449, 'N=1863,2016,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,2016:bias,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:2016,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13228, 'N=15005,15400,1863,4639,4920,601,6083,7065,bias,one,output,two;C=15005:4920,15005:bias,15400:bias,1863:4639,1863:601,1863:7065,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:15400,7065:4639,7065:bias,output:15005,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 16026, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,601:one,601:two,output:1863,output:601,output:bias,output:one,output:two' => 4402, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one' => 6637, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4920,output:601,output:bias,output:one,output:two' => 4963, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:bias,3880:one,3880:two,601:bias,601:one,601:two,output:1863,output:bias,output:one,output:two' => 4219, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,601:bias,601:one,601:two,output:1863,output:bias,output:one,output:two' => 12986, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 10443, 'N=13725,1863,4639,4920,601,6083,bias,one,output,two;C=13725:bias,13725:two,1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:13725,4639:bias,4639:one,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13726, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,output:1863,output:bias,output:one,output:two' => 2448, 'N=549,601,bias,one,output,two;C=549:bias,549:one,601:bias,output:549,output:601,output:bias' => 1283, 'N=1863,4639,4920,601,981,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,981:bias,981:two,output:1863,output:4639,output:601,output:981,output:bias,output:one' => 12481, 'N=1863,3880,4639,4920,601,bias,one,output,two;C=1863:3880,1863:4639,1863:601,1863:bias,1863:two,3880:bias,3880:one,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 7026, 'N=1863,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,601:4639,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 4839, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:14941,7065:4639,7065:601,7065:bias,7065:one,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15837, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:14941,7065:4639,7065:601,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15776, 'N=601,bias,one,output,two;C=601:bias,601:one,output:601,output:bias,output:one' => 12760, 'N=549,bias,one,output,two;C=549:bias,549:one,output:549,output:bias' => 550, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,601:bias,601:one,output:1863,output:bias' => 5173, 'N=bias,one,output,two;C=output:bias' => 58, 'N=601,bias,one,output,two;C=601:bias,output:601,output:bias,output:two' => 1130, 'N=1863,3618,601,bias,one,output,two;C=1863:3618,1863:601,1863:bias,1863:one,3618:bias,3618:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 3619, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:7065,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14753, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,6083:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14272, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,601:one,601:two,output:1863,output:bias,output:one,output:two' => 3935, 'N=15005,15400,1863,4639,4920,601,6083,7065,bias,one,output,two;C=15005:4920,15005:bias,15400:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:15400,7065:4639,7065:bias,output:15005,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 15401, 'N=13725,1863,3618,4639,4920,601,6083,bias,one,output,two;C=13725:bias,13725:two,1863:3618,1863:4639,1863:601,1863:6083,1863:bias,1863:one,3618:bias,3618:two,4639:13725,4639:bias,4639:one,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13851, 'N=1863,3880,4639,4920,601,bias,one,output,two;C=1863:3880,1863:4639,1863:601,1863:bias,1863:two,3880:bias,3880:one,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6987, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:6083,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14041, 'N=1863,4639,4920,5610,601,bias,one,output,two;C=1863:5610,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,5610:4639,5610:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5611, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 5005, 'N=981,bias,one,output,two;C=981:bias,981:one,981:two,output:981,output:bias,output:one' => 14622, 'N=15005,1863,4639,4920,601,6083,7065,bias,one,output,two;C=15005:4920,15005:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:4639,7065:bias,output:15005,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 15006, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 5775, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7065:one,7106:4639,7106:bias,output:1863,output:601,output:7065,output:bias,output:one' => 7309, 'N=15005,1863,4639,4920,601,6083,7065,bias,one,output,two;C=15005:4920,15005:bias,1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:4639,7065:bias,output:15005,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 15362, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:bias,7065:two,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14697, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4920,output:601,output:bias,output:one,output:two' => 13650, 'N=981,bias,one,output,two;C=981:bias,981:one,981:two,output:981,output:bias,output:one,output:two' => 10746, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7106:4639,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7147, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7065:one,7106:4639,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7226, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:6083,4920:bias,4920:two,601:4920,601:bias,601:one,6083:bias,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6084, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6405, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6521, 'N=1863,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,601:4639,601:bias,output:1863,output:601,output:bias,output:one,output:two' => 4640, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5816, 'N=1863,4639,4920,601,6794,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:6794,4920:bias,4920:two,601:4920,601:bias,601:one,6794:4639,6794:bias,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6795, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:14941,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:7065,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15326, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:7065,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15197, 'N=1863,4599,601,bias,one,output,two;C=1863:4599,1863:601,1863:bias,1863:one,1863:two,4599:bias,601:bias,601:two,output:1863,output:601,output:bias,output:one,output:two' => 4600, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13165, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:bias,7065:7106,7065:bias,7106:4639,7106:4920,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 8655, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:14941,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15134, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6676, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 5213, 'N=549,601,bias,one,output,two;C=549:bias,549:one,601:bias,601:one,601:two,output:549,output:601,output:bias,output:two' => 13046, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:601,3880:bias,3880:one,3880:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 4279, 'N=3130,549,bias,one,output,two;C=3130:bias,549:3130,549:bias,549:one,output:549,output:bias,output:two' => 12370, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,601:one,output:1863,output:bias,output:one,output:two' => 9062, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:bias,7065:7106,7065:bias,7106:4639,7106:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7188, 'N=1863,3756,601,bias,one,output,two;C=1863:3756,1863:bias,1863:two,3756:bias,601:bias,output:1863,output:bias,output:one,output:two' => 8886, 'N=2016,601,bias,one,output,two;C=2016:bias,601:2016,601:bias,output:601,output:bias,output:one,output:two' => 2017, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14429, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,6083:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14309, 'N=1863,2016,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,2016:bias,3880:bias,3880:one,3880:two,601:2016,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 4160, 'N=981,bias,one,output,two;C=981:bias,981:two,output:981,output:bias,output:one' => 982, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,6083:two,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15069, 'N=1863,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,601:4639,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5649, 'N=1863,4639,4920,549,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:549,4639:bias,4639:two,4920:4639,4920:bias,4920:two,549:bias,549:one,601:4920,601:bias,601:one,output:1863,output:4639,output:549,output:601,output:bias,output:two' => 16214, 'N=601,bias,one,output,two;C=601:bias,601:one,output:601,output:bias,output:one,output:two' => 1641, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13389, 'N=601,bias,one,output,two;C=601:bias,601:two,output:601,output:bias,output:one,output:two' => 1425, 'N=981,bias,one,output,two;C=981:bias,981:two,output:981,output:bias,output:one,output:two' => 6911, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:two,3880:bias,3880:one,3880:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 3990, 'N=1863,2665,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,2665:1863,2665:bias,601:bias,output:2665,output:601,output:bias,output:one,output:two' => 10622, 'N=1863,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,601:4639,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 4757, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,6083:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13499, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:bias,output:one,output:two' => 13291, 'N=1863,2016,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,2016:bias,2016:two,4639:bias,4639:two,4920:4639,4920:bias,601:2016,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5133, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6756, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6484, 'N=1863,2665,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,2665:1863,2665:bias,601:bias,output:2665,output:bias,output:one,output:two' => 2666, 'N=1863,3756,4523,601,981,bias,one,output,two;C=1863:3756,1863:bias,3756:601,3756:bias,4523:bias,4523:two,601:bias,981:4523,981:bias,output:1863,output:981,output:bias,output:one' => 13575, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6204, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 6599, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,output:1863,output:601,output:bias,output:one,output:two' => 4340, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:4920,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14585, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 3360, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 6007, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 6242, 'N=4523,601,981,bias,one,output,two;C=4523:bias,4523:two,601:bias,981:4523,981:bias,output:601,output:981,output:bias,output:one' => 4524, 'N=601,bias,one,output,two;C=601:bias,601:one,output:601,output:bias' => 832, 'N=1863,601,981,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,601:bias,601:two,981:bias,981:one,981:two,output:1863,output:601,output:981,output:bias,output:one' => 16088, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:two' => 15440, 'N=1863,3880,601,bias,one,output,two;C=1863:3880,1863:601,1863:bias,1863:one,1863:two,3880:bias,3880:one,3880:two,601:bias,601:two,output:1863,output:bias,output:one,output:two' => 4103, 'N=1863,4639,4920,601,7065,7106,7268,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7065:one,7106:4639,7106:7268,7106:bias,7268:bias,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7269, 'N=1863,601,981,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,981:bias,981:two,output:1863,output:981,output:bias,output:one' => 11276, 'N=1863,4639,4920,601,7065,7106,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7106:4639,7106:bias,7106:one,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 7350, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4639,601:4920,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 15900, 'N=1863,4639,4920,601,7065,7106,981,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,7065:7106,7065:bias,7065:one,7106:4639,7106:bias,981:bias,981:two,output:1863,output:601,output:7065,output:981,output:bias,output:one' => 7387, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14942, 'N=1863,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,601:4639,601:bias,601:one,601:two,output:1863,output:601,output:bias,output:one,output:two' => 8427, 'N=1863,3880,4639,4920,601,bias,one,output,two;C=1863:3880,1863:4639,1863:601,1863:bias,1863:two,3880:601,3880:bias,3880:one,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 9299, 'N=14941,1863,4639,4920,601,6083,7065,bias,one,output,two;C=14941:bias,14941:two,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:14941,6083:bias,7065:4639,7065:601,7065:6083,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 15589, 'N=1863,2016,4639,4920,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,2016:bias,4639:bias,4639:two,4920:4639,4920:bias,601:2016,601:4920,601:bias,601:one,output:1863,output:601,output:bias,output:one,output:two' => 13913, 'N=bias,one,output,two;C=output:bias,output:one,output:two' => 705, 'N=1863,2016,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,2016:bias,2016:two,4639:bias,4639:two,4920:4639,4920:bias,601:2016,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 14346, 'N=1863,549,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,549:bias,549:one,601:bias,601:two,output:1863,output:549,output:bias,output:two' => 3826, 'N=1863,601,bias,one,output,two;C=1863:601,1863:bias,1863:two,601:bias,output:1863,output:601,output:bias,output:one,output:two' => 3001, 'N=1863,4639,4920,601,6083,7065,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,7065:4639,7065:bias,output:1863,output:4920,output:601,output:7065,output:bias,output:one,output:two' => 14661, 'N=1863,4639,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,601:4639,601:bias,output:1863,output:601,output:bias,output:one,output:two' => 4717, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6714, 'N=15005,15400,1863,4639,4920,601,6083,7065,bias,one,output,two;C=15005:4920,15005:bias,15400:4639,15400:bias,1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,6083:4639,6083:bias,7065:15400,7065:4639,7065:bias,output:15005,output:1863,output:601,output:7065,output:bias,output:one,output:two' => 15963, 'N=bias,one,output,two;C=output:two' => 12, 'N=1863,2016,4639,601,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,2016:bias,4639:bias,4639:two,601:2016,601:4639,601:bias,output:1863,output:601,output:bias,output:one,output:two' => 4678, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:one,4920:two,601:4639,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 13425, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:two,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 5930, 'N=1863,4639,4920,549,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,549:bias,549:one,601:4920,601:bias,601:one,output:1863,output:4639,output:549,output:601,output:bias,output:two' => 6045, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:601,1863:6083,1863:bias,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14505, 'N=bias,one,output,two;C=output:one' => 31, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 5047, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 6365, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:4639,1863:4920,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:6083,4920:bias,4920:one,4920:two,601:4920,601:bias,601:one,601:two,6083:bias,output:1863,output:4639,output:4920,output:601,output:bias,output:one,output:two' => 14192, 'N=1863,4639,4920,601,6083,bias,one,output,two;C=1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:two,4920:4639,4920:6083,4920:bias,601:4920,601:bias,601:one,6083:bias,output:1863,output:601,output:bias,output:one,output:two' => 15261, 'N=1863,3618,4639,4920,601,bias,one,output,two;C=1863:3618,1863:4639,1863:4920,1863:601,1863:bias,1863:one,3618:bias,3618:two,4639:bias,4639:two,4920:4639,4920:bias,4920:two,601:4639,601:4920,601:bias,601:one,output:1863,output:4639,output:601,output:bias,output:one,output:two' => 6446, 'N=1863,4639,4920,601,bias,one,output,two;C=1863:4639,1863:601,1863:bias,1863:one,1863:two,4639:bias,4639:one,4639:two,4920:4639,4920:bias,4920:two,601:4920,601:bias,601:one,601:two,output:1863,output:4639,output:4920,output:bias,output:one,output:two' => 13105 } }, 'neat' );