METHOD_0 ( ) { int IDENT_0 = 2 ; org . nd4j . linalg . factory . Nd4j . METHOD_1 ( ) . METHOD_2 ( INT_0 ) ; for ( int IDENT_1 : new int [ ] { 1 , 3 } ) { org . nd4j . linalg . api . ndarray . INDArray IDENT_2 = org . nd4j . linalg . factory . Nd4j . METHOD_3 ( IDENT_0 , 4 ) ; org . IDENT_3 . IDENT_4 . conf . IDENT_5 conf = new org . IDENT_3 . IDENT_4 . conf . IDENT_6 . Builder ( ) . METHOD_4 ( FLOAT_0 ) . METHOD_5 ( FLOAT_1 ) . METHOD_6 ( new org . nd4j . linalg . IDENT_7 . config . METHOD_7 ( ) ) . METHOD_8 ( INT_1 ) . METHOD_9 ( IDENT_8 . IDENT_9 ) . list ( ) . METHOD_10 ( 0 , new org . IDENT_3 . IDENT_10 . IDENT_11 . Builder ( ) . METHOD_11 ( 4 ) . METHOD_12 ( 3 ) . METHOD_13 ( 5 , 6 ) . METHOD_14 ( 7 , 8 ) . METHOD_15 ( IDENT_12 . IDENT_13 ) . METHOD_16 ( new org . IDENT_3 . IDENT_10 . METHOD_17 ( org . nd4j . linalg . IDENT_14 . IDENT_12 . IDENT_13 ) ) . METHOD_18 ( METHOD_18 ) . METHOD_19 ( IDENT_12 . IDENT_13 ) . build ( ) ) . build ( ) ; org . IDENT_3 . IDENT_4 . IDENT_15 . IDENT_16 IDENT_17 = new org . IDENT_3 . IDENT_4 . IDENT_15 . METHOD_20 ( conf ) ; IDENT_17 . init ( ) ; IDENT_17 . METHOD_21 ( ) ; org . IDENT_3 . IDENT_4 . api . IDENT_18 METHOD_10 = IDENT_17 . METHOD_22 ( 0 ) ; java . lang . String msg = STRING_0 + METHOD_18 ; if ( org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_20 ) { System . out . println ( msg ) ; for ( int j = 0 ; j < ( IDENT_17 . METHOD_23 ( ) ) ; j ++ ) System . out . println ( ( ( ( STRING_1 + j ) + STRING_2 ) + ( IDENT_17 . METHOD_22 ( j ) . METHOD_24 ( ) ) ) ) ; } boolean IDENT_21 = org . IDENT_3 . IDENT_10 . IDENT_22 . METHOD_25 ( METHOD_10 , org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_23 , org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_24 , org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_25 , org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_20 , org . IDENT_3 . IDENT_10 . IDENT_19 . IDENT_26 , IDENT_2 , INT_0 ) ; "<AssertPlaceHolder>" ; org . IDENT_3 . TestUtils . METHOD_26 ( IDENT_17 ) ; } } METHOD_25 ( org . IDENT_3 . IDENT_4 . api . IDENT_18 , double , double , double , boolean , boolean , org . nd4j . linalg . api . ndarray . INDArray , int ) { org . IDENT_3 . IDENT_4 . IDENT_27 . IDENT_28 IDENT_29 = org . IDENT_3 . IDENT_4 . IDENT_27 . IDENT_28 . METHOD_27 ( ) ; if ( ( IDENT_30 <= 0.0 ) || ( IDENT_30 > FLOAT_2 ) ) throw new java . lang . IllegalArgumentException ( STRING_3 0 ) ; if ( ( IDENT_31 <= 0.0 ) || ( IDENT_31 > FLOAT_3 ) ) throw new java . lang . IllegalArgumentException ( ( STRING_4 7 + IDENT_31 ) ) ; org . nd4j . linalg . api . buffer . IDENT_32 IDENT_33 = org . nd4j . linalg . api . buffer . util . IDENT_34 . METHOD_28 ( ) ; if ( IDENT_33 != ( org . nd4j . linalg . api . buffer . IDENT_32 . IDENT_35 ) ) { throw new java . lang . IllegalStateException ( ( ( ( ( STRING_5 + STRING_3 ) + IDENT_33 ) + STRING_6 ) + STRING_4 8 ) ) ; } METHOD_10 . METHOD_29 ( input , org . IDENT_3 . IDENT_4 . IDENT_27 . IDENT_28 . METHOD_27 ( ) ) ; org . nd4j . linalg . factory . Nd4j . METHOD_1 ( ) . METHOD_2 ( IDENT_36 ) ; METHOD_10 . METHOD_30 ( IDENT_29 ) ; org . nd4j . linalg . IDENT_37 . IDENT_38 < org . IDENT_3 . IDENT_4 . IDENT_39 . IDENT_40 , java . lang . Double > IDENT_41 = METHOD_10 . METHOD_31 ( ) ; org . IDENT_3 . IDENT_4 . api . IDENT_42 METHOD_6 = org . IDENT_3 . IDENT_4 . METHOD_6 . IDENT_43 . METHOD_32 ( METHOD_10 ) ; METHOD_6 . update ( METHOD_10 , IDENT_41 . METHOD_33 ( ) , 0 , 0 , METHOD_10 . METHOD_34 ( ) , org . IDENT_3 . IDENT_4 . IDENT_27 . IDENT_28 . METHOD_27 ( ) ) ; org . nd4j . linalg . api . ndarray . INDArray IDENT_44 = IDENT_41 . METHOD_33 ( ) . METHOD_35 ( ) . METHOD_36 ( ) ; org . nd4j . linalg . api . ndarray . INDArray IDENT_45 = METHOD_10 . params ( ) . METHOD_36 ( ) ; IDENT_46 . val IDENT_47 = IDENT_45 . length ( ) ; org . IDENT_3 . IDENT_10 . Map < java . lang . String , org . nd4j . linalg . api . ndarray . INDArray > IDENT_48 = METHOD_10 . METHOD_37 ( ) ; org . IDENT_3 . IDENT_10 . List < java . lang . String > IDENT_49 = new org . IDENT_3 . IDENT_10 . ArrayList ( METHOD_37 . METHOD_38 ( ) ) ; IDENT_46 . val IDENT_50 = new long [ IDENT_49 . size ( ) ] ; IDENT_50 [ 0 ] = METHOD_37 . get ( IDENT_49 . get ( 0 ) ) . length ( ) ; for ( int i = 1 ; i < ( IDENT_50 . length ) ; i ++ ) { IDENT_50 [ i ] = ( IDENT_50 [ ( i - 1 ) ] ) + ( METHOD_37 . get ( IDENT_49 . get ( i ) ) . length ( ) ) ; } int IDENT_51 = 0 ; double IDENT_52 = 0.0 ; int IDENT_53 = 0 ; org . nd4j . linalg . api . ndarray . INDArray params = METHOD_10 . params ( ) ; for ( int i = 0 ; i < IDENT_47 ; i ++ ) { if ( i >= ( IDENT_50 [ IDENT_53 ] ) ) { IDENT_53 ++ ; } java . lang . String IDENT_54 = IDENT_49 . get ( IDENT_53 ) ; double IDENT_55 = params . METHOD_39 ( i ) ; params . METHOD_40 ( i , ( IDENT_55 + IDENT_30 ) ) ; org . nd4j . linalg . factory . Nd4j . METHOD_1 ( ) . METHOD_2 ( IDENT_36 ) ; METHOD_10 . METHOD_30 ( IDENT_29 ) ; double IDENT_56 = METHOD_10 . METHOD_41 ( ) ; params . METHOD_40 ( i , ( IDENT_55 - IDENT_30 ) ) ; org . nd4j . linalg . factory . Nd4j . METHOD_1 ( ) . METHOD_2 ( IDENT_36 ) ; METHOD_10 . METHOD_30 ( IDENT_29 ) ; double IDENT_57 = METHOD_10 . METHOD_41 ( ) ; params . METHOD_40 ( i , IDENT_55 ) ; double IDENT_58 = IDENT_56 - IDENT_57 ; double IDENT_59 = IDENT_58 / ( 2 * IDENT_30 ) ; if ( java . lang . Double . METHOD_42 ( IDENT_59 ) ) throw new java . lang . IllegalStateException ( ( ( ( STRING_4 1 + i ) + STRING_4 9 ) + IDENT_47 ) ) ; double IDENT_60 = IDENT_44 . METHOD_39 ( i ) ; double IDENT_61 = ( java . lang . Math . METHOD_43 ( ( IDENT_60 - IDENT_59 ) ) ) / ( ( java . lang . Math . METHOD_43 ( IDENT_59 ) ) + ( java . lang . Math . METHOD_43 ( IDENT_60 ) ) ) ; if ( ( IDENT_60 == 0.0 ) && ( IDENT_59 == 0.0 ) ) IDENT_61 = 0.0 ; if ( IDENT_61 > IDENT_52 ) IDENT_52 = IDENT_61 ; if ( ( IDENT_61 > IDENT_31 ) || ( java . lang . Double . METHOD_42 ( IDENT_61 ) ) ) { double IDENT_62 = java . lang . Math . METHOD_43 ( ( IDENT_60 - IDENT_59 ) ) ; if ( IDENT_62 < IDENT_63 ) { log . info ( ( ( ( ( ( ( ( ( ( ( ( ( ( STRING_7 + i ) + STRING_8 ) + IDENT_54 ) + STRING_4 ) + IDENT_60 ) + STRING_4 6 ) + IDENT_59 ) + STRING_4 4 ) + IDENT_61 ) + STRING_9 ) + IDENT_62 ) + STRING_10 ) + IDENT_63 ) ) ; } else { if ( IDENT_64 ) log . info ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( STRING_7 + i ) + STRING_8 ) + IDENT_54 ) + STRING_3 2 ) + IDENT_60 ) + STRING_4 6 ) + IDENT_59 ) + STRING_4 4 ) + IDENT_61 ) + STRING_4 2 ) + IDENT_56 ) + STRING_4 3 ) + IDENT_57 ) + STRING_4 0 ) + IDENT_55 ) ) ; if ( IDENT_65 ) return false ; IDENT_51 ++ ; } } else if ( IDENT_64 ) { log . info ( ( ( ( ( ( ( ( ( ( STRING_7 + i ) + STRING_8 ) + IDENT_54 ) + STRING_4 ) + IDENT_60 ) + STRING_4 6 ) + IDENT_59 ) + STRING_4 4 ) + IDENT_61 ) ) ; } } if ( IDENT_64 ) { IDENT_46 . val IDENT_66 = IDENT_47 - IDENT_51 ; log . info ( ( ( ( ( ( ( ( STRING_11 + IDENT_47 ) + STRING_3 1 ) + IDENT_66 ) + STRING_12 ) + IDENT_51 ) + STRING_4 5 ) + IDENT_52 ) ) ; } return IDENT_51 == 0 ; }
org . junit . Assert . assertTrue ( msg , IDENT_21 )