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Salah
Quartz | Level 8 Salah
Quartz | Level 8
Go to Solution

Unexplained error

Posted a month ago (374 views)

Hello guys...
 
When  I run my code, I get so many lines in red. I contacted SAS technical support, and they said that the solution is to delete the print statement. But this is not a solution; there must be another way. I am using a formatted output, so I tried to delete that and use basic print statements, but this didn't work either. I would appreciate any advice.
 
Thank you

Adaptive T 1.sas
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Reply
1 ACCEPTED SOLUTION

Accepted Solutions
Ksharp
Super User Ksharp
Super User

Re: Unexplained error

Posted a month ago (318 views)  |   In reply to Salah

sas support is right ,after commenting the PRINT statement, I got no ERROR info.

Or you could try to eliminate the QUOTE character in PRINT statement. Like:

proc iml;
case=1;option=2;n=3;m=4;p=5;alpha=6;beta=7;
print case  option   n   m   p   alpha  beta  ;
quit;

Here the code I used with no ERROR info:

proc iml;



/*Print "Adaptive T1";*/




seed=22;   	NN=3000;

option=1;	alpha=1; beta=2; p=0.7;

case=1;	n=100; m=25; 	R=J(m,1,0); 	R[1]=n-m; 

 

EulerGamma= constant ('EULER');

RR= R`;




/*


	option=1;	alpha=1; beta=2; p=0.7;
	
	option=2;	alpha=1; beta=2; p=1.5;

    option=3;   alpha=1; beta=2; p=3; 

	

****************************************************************
case=1;	n=100; m=25; 	R=J(m,1,0); 	R[1]=n-m;        			 
case=2;	n=100; m=25; 	R=J(m,1,0); 	R[m]=n-m;
case=3; n=100; m=25; 	R=J(m,1,3);     	

****************************************************************;

case=4;		n=100; m=50; 	R=J(m,1,0); 	R[1]=n-m;              			 
case=5;		n=100; m=50; 	R=J(m,1,0); 	R[m]=n-m;  	
case=6;		n=100; m=50; 	R=J(m,1,1); 	 							 
 	
****************************************************************;
						
case=7; 	n=100; m=75; 	R=J(m,1,0); 	R[1]=n-m;  			         	 
case=8; 	n=100; m=75; 	R=J(m,1,0); 	R[m]=n-m;      
case=9; 	n=100; m=75; 	R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;		

****************************************************************;
		 			 
case=10;	n=200; m=50; 	R=J(m,1,0); 	R[1]=n-m;        			 
case=11;	n=200; m=50; 	R=J(m,1,0); 	R[m]=n-m;	
case=12;    n=200; m=50; 	R=J(m,1,3);    	
  
****************************************************************;

case=13;	n=200;  m=100; 	R=J(m,1,0); 	R[1]=n-m;               			 
case=14;	n=200;  m=100; 	R=J(m,1,0); 	R[m]=n-m;   	
case=15;	n=200;  m=100; 	R=J(m,1,1);  	 							 
 	
****************************************************************;	

case=16;	n=200;  m=150; 	R=J(m,1,0); 	R[1]=n-m;               			 
case=17;	n=200;  m=150; 	R=J(m,1,0); 	R[m]=n-m;   	
case=18;	n=200;  m=150; 	R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;  	 							 
 	
 
*/
********************************************************;
**** 			Harmonic Number function		    ****;
********************************************************;

********** Rick Answer from 2021 ************;

start HN(n);
   return sum(1/(1:n));
finish;


G0 =  Gamma ( p + p * alpha );
G1 =  Gamma ( (- 1  + p + p * alpha * Beta ) / Beta ) ;
G2 =  Gamma (( 1 + p *(- 1 + Beta  ) )/ Beta ) ; 

EulerGamma= constant ('EULER');


*** Exact Shannon ***;

S_Exact = 1 + 1/alpha - log (alpha*beta) - (1/beta - 1)* (EulerGamma + digamma(alpha));

*****************************************************;

*** Exact Renyi ***;

R_Exact = 1/(1-p) * ( p *log(alpha*beta) + log (G1*G2/(Beta*G0))    );

******************************************************;

*** Exact Havrda and Charvat ***;

HC_Exact = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha*beta)**p * G1 * G2 / (Beta*G0) );

******************************************************;

*** Exact Arimoto ***;

A_Exact = p/(1-p) * (  -1 + (   (alpha*beta)**p * G1 * G2 / (Beta*G0) ) **(1/p)  );


******************************************************;

*** Exact Tsallis ***;

T_Exact = 1/(p-1) * ( 1 - (alpha*beta)**p * G1 * G2 / (Beta*G0) );

*****************************************************;


*print S_Exact	R_Exact	HC_Exact	A_Exact		T_Exact;


Start Uniform_p(m,R)  global(seed);

** The Required Progressively Type-II from U(0,1);

V=J(m,1,0); U=J(m,1,0);W=J(m,1);

Call randseed(seed);
Call randgen(W, "Uniform");

Do i=1 to m;
	Sum=0;
		Do j=m-i+1 to m;
			Sum=Sum+R[j];
		End;
	Sum=Sum+i;
	V[i]=W[i]**(1/Sum);

End;

Do i=1 to m;
U[i]=1-prod ( V[m: (m-i+1)]   );
End;

Call sort (U); 
return U;
Finish;

********************************************************************;
Start Adaptive(n,m,R,alpha,beta) Global(p) ;


U = uniform_p(m,R);
X = ( (1-U)## (-1/alpha) - 1 ) ## (1/Beta) ; 

T=X[ceil(m/4)];


Do idx=1 to m-1;
	If (( X[idx] < T) & (T <= X[idx+1] )) then j=idx;           
End;

If X[m]>T then 

		Do;
			W=Uniform_p(m-j,R);

			X_m_j =  (  (1- W)##(-1/alpha)#(1+T##Beta) -1  )## (1/Beta); 

			X_Adptive= X[1:j]//X_m_j;
			Rm=n-m-sum(R[1:J]);
			R2=J(m-j,1,0);	R2[m-J]=Rm;
			newR=R[1:j]//R2;
		End;
	
else 
		Do;
			j= m;
			newR=R;
			X_Adptive=X;
		End;


P1=[X_Adptive,j,newR];

return P1;
Finish;

********************************************************************;

********** Subroutine to compute the MLEs  **************;
*********************************************************;

start lnfunc(y) global (m,X,R,J);

* To make things easier in writing the code we are using the following names;

	  *X = X_Adptive;
	  

      lnf1=0;

      Beta=y[1];
	  alpha=y[2];

	 
      Log_X   = Log(X);
      LogX_B  = log( 1 + X## Beta );
	  LogX_B_R  = (R#log( 1 + X## Beta ))[1:j];

      lnf1=lnf1 + m * log( alpha * Beta )+( Beta - 1 )* sum(Log_X)- (1+alpha)*LogX_B[+] - alpha * Sum( LogX_B_R)
													- alpha * log(1+ X[m]**Beta)*R[m]  ;
return(lnf1);
finish;

****************************************************************;

alpha_=J(NN,1,0);	Beta_=J(NN,1,0);
S_ = J(NN,1,0);	    R_=J(NN,1,0); 	   	HC_=J(NN,1,0);	 	    A_=J(NN,1,0);		    T_=J(NN,1,0);

Var_S = J(NN,1,0);   Var_R=J(NN,1,0);  	Var_HC  = J(NN,1,0); 	Var_A=J(NN,1,0);    	Var_T  = J(NN,1,0);
Bias_S= J(NN,1,0);   Bias_R=J(NN,1,0); 	Bias_HC = J(NN,1,0);	Bias_A = J(NN,1,0); 	Bias_T = J(NN,1,0);

LS_ = J(NN,1,0);  	US_= J(NN,1,0); 	LR_	   = J(NN,1,0); 	UR_	= J(NN,1,0); 	    LHC_ = J(NN,1,0);   		
LA_ = J(NN,1,0);  	UA_ = J(NN,1,0); 	LT_	   = J(NN,1,0); 	UT_ = J(NN,1,0); 		UHC_ = J(NN,1,0);

COV_S = J(NN,1,0);	COV_R = J(NN,1,0);	COV_HC = J(NN,1,0);	    COV_A = J(NN,1,0);	    COV_T = J(NN,1,0);
Leng_S_=J(NN,1,0);	Leng_R_=J(NN,1,0);	Leng_HC_=J(NN,1,0);	    Leng_A_=J(NN,1,0);	    Leng_T_=J(NN,1,0);


Do i=1 to NN;

		X=J(m,1,0); X_ADP=J(m,1,0);

		*********************************************************************;
		
		AdaptiveResX=Adaptive(n,m,R,alpha, beta);**USe List comand to return more than 1 value from subroutine;
		X_ADP=AdaptiveResX$1;
		J1=AdaptiveResX$2;
		newK=AdaptiveResX$3;
		R=newK;	

X = X_ADP;
J = J1;
********************************************************************;

*************** 		Constrains for MLE 		*******************;

con={.00001 .00001, . .};
opt={2 0};
x0={1,1};
tc={3000 6000};

***************  NLPQN for Burr XII function *********************;
        
call nlpnms(rc, MLE_ret, "lnfunc", x0, opt, con,tc);
		

Beta_[i]  = MLE_ret[1];
alpha_[i] = MLE_ret[2];

****************************************************************************;


** 		MLE estimates of the Entropies 		  **;
************************************************;

Gi0 =  Gamma ( p + p * alpha_[i] );
Gi1 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
Gi2 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ; 


*** Shannon Entropy ***;

S_[i] = 1 + 1/alpha_[i] -  Log (alpha_[i]*beta_[i]) - ( 1/beta_[i] - 1)*( EulerGamma + digamma(alpha_[i]) );


Bias_S[i] = S_[i] - S_Exact;

******************************************************;

***  Renyi Entropy   ***;

R_[i] = 1/(1-p) * ( p *log(alpha_[i]*beta_[i]) + log (Gi1*Gi2/(Beta_[i]*Gi0))    );

Bias_R[i] = R_[i] - R_Exact;

******************************************************;

*** Havrda and Charvat Entropy ***;

HC_[i] = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) );

Bias_HC[i]= HC_[i] - HC_Exact;

******************************************************;

*** Arimoto Entropy ***;

A_[i] = p/(1-p) * (  -1 + (   (alpha_[i] * Beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) ) **(1/p)  );
 
Bias_A[i] = A_[i] - A_Exact;

******************************************************;

*** Tsallis Entropy ***;

T_[i] = 1/(p-1) * ( 1 - (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta*Gi0) );

Bias_T[i] = T_[i] - T_Exact;

************************************************************************************************************;

S0 = EulerGamma - Beta_[i] + Digamma ( alpha_[i] );

T10 =    alpha_[i]   *     ( Log(X[m] )**2 * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )**2   );
T11 =  (1+alpha_[i]) * Sum (  (Log(X)) ##2 # X##Beta_[i]           / ( 1 + X##Beta_[i]    )    ##2   );
T_12 =  (  ( ( (Log(X)) ##2 # X##Beta_[i] # R       / ( 1 + X##Beta_[i])##2 ) )  );

T12 =   alpha_[i]    *  Sum (T_12 [1:j]);

TOTAL1 = T10 + T11 + T12 ;



T20 =        Log(X[m])     * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )   ;
T21 = Sum (  (Log(X)  )    # X##Beta_[i]          / ( 1 + X##Beta_[i]    )  );
T_22 = ( ( (Log(X)  )    # X##Beta_[i] # R      / ( 1 + X##Beta_[i]    )  ) );

T22 = Sum (T_22[1:j]);

TOTAL2 = T20 + T21 + T22 ;

GTOTAL = (m/alpha_[i]**2)*( m/beta_[i]**2 + total1 )- total2**2; 

******************************************************;

*** Variance of Shannon entropy using delta methos ***;

******************************************************;
 
C_S = -(1+alpha_[i])/alpha_[i]**2 + ( (beta_[i] -1) * Trigamma(alpha_[i])) /beta_[i] ;

Var_S[i] = ( S0/beta_[i]**2 ) * (   m*S0/ (alpha_[i]**2 * Beta_[i]**2 * Gtotal)  + C_S *(-total2)/Gtotal   ) +  C_S * ( (-total2 * S0)/(beta_[i]**2 * Gtotal)  + 
                                                                                                                       (C_S *(m/beta_[i]**2 +total1))/(Gtotal)  );

Total_1 =Total1; Total_2=total2;

******************************************************;

**** Variance of Renyi entropy using delta methos ****;

******************************************************;
Di0 = digamma( p + p*alpha_[i] );
Di1 = digamma ( ( -1 + p + p* alpha_[i]* Beta_[i] )/Beta_[i] );
Di2 = digamma (  ( 1 + p*( Beta_[i]-1 ) )/Beta_[i] );

R0 = Beta_[i] + Di2 - Di1;
R00 = -1 + alpha_[i] *Di0 - alpha_[i] *Di1 ;

Var_R[i] = p * R00/((p-1)*alpha_[i])* ( (P* R00 *(m/beta_[i]**2 + Total_1))/((p-1)*alpha_[i]* Gtotal)   -    
                                                               (R0*(-total_2))/(beta_[i]**2* Gtotal)   ) -

R0/Beta_[i]**2 *( (-m*R0)/(alpha_[i]**2 * beta_[i]**2 * Gtotal)     + (p*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)     );



*******************************************************************************************;

**** 			 Variance of Havrda and Charvat Entropy using delta methos			   ****;

*******************************************************************************************;
Gi1 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ; 
Gi2 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;

Gi0 =  Gamma ( p + p * alpha_[i] );
*******************************************************************************************;
Const1  = 2**p * p * (alpha_[i]* beta_[i])**(-1+p)  * Gi1 * Gi2;
Const2  = 2**p *( -1+p ) * (alpha_[i]* beta_[i])**p * Gi1 * Gi2;
const3 = ( -2+2**p ) * Gi0;

Var_HC[i]  = (Const1/Const3 * R00 ) *   (       ( const1 *R00 *(m/beta_[i]**2 + total_1) )/( const3* Gtotal) - 
          (-total_2* Const2 * R0)/(const3*beta_[i]**3 * Gtotal )      )  -

		   (const2 * R0/(beta_[i]**3 * const3))  * (      (- m * const2 * R0)/ ( alpha_[i]**2 *beta_[i]**3 *const3* Gtotal) +
           (-total_2*const1*R00)/ ( const3* Gtotal)  );


*******************************************************************************;

**** 			 Variance of Arimoto Entropy using delta methos			   ****;

*******************************************************************************;

C_A =(  (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / ( beta_[i] * Gi0) ) ** (1/p);

Var_A[i] = p/((p-1)*alpha_[i]) * C_A * R00 * (  (p* C_A * R00 * (m/beta_[i]**2 + total_1))/((p-1)* alpha_[i] * Gtotal)   - (C_A * R0 * (-total_2))/(beta_[i]**2* Gtotal)      ) -

(1/beta_[i]**2) * C_A * R0 * (  (-m * C_A * R0)/(alpha_[i]**2*beta_[i]**2 * Gtotal)   + (p*C_A*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)   );


*******************************************************************************;

**** 			 Variance of Tsallis Entropy using delta methos			   ****;

*******************************************************************************;

**** I had to bring the equations below from an old SAS code ***; 


totaL0  =( Log(X[m]) * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i]);

TotaL02  =( Log(X[m])**2 * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i])**2; **I have a problem with this;

T_TotaL1  = Sum ( Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 );
TotaL11 = Sum( ( R# Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 )[1:j]);

T_TotaL2  = Sum ( Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) ) ;
TotaL22 = Sum( ( R# Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) )[1:j] );

AtotaL1 = m/Beta_[i]##2 + (1+alpha_[i])*T_TotaL1 + alpha_[i]* TotaL11 + alpha_[i]* totaL02;

AtotaL2 = T_TotaL2 + TotaL22 + TotaL0;

*Atot = ( m/alpha_[i]**2 )* Atotal1 - Atotal2**2 ;
*******************************************************************************************;
Atot = Gtotal;

Gi4 = Gamma ( ( -1 + p )*( -1 + Beta_[i] ) / Beta_[i]  );

Var_T[i] = p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00/Gi0 * (   p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 *Atotal1 / (Gi0 * Atot) - 

 (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 * (- Atotal2) / (Beta_[i]**3 * Gi0 * Atot) ) -

  (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 / (Beta_[i]**3 * Gi0) * ( -m *(alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0/ (alpha_[i]**2 * Beta_[i]**3 * Gi0 * Atot)+
  
   p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 * (-Atotal2) / (Gi0 * Atot)  );



*************** C. I. Shannon  *****************;

LS_[i] = (S_[i] +  abs( Bias_S[i])) - 1.96 *  SQRT(Var_S[i]);
US_[i] = (S_[i] +  abs( Bias_S[i]))  + 1.96 * SQRT(Var_S[i]);

Leng_S_[i]= US_[i] - LS_[i]; 
If ( (S_Exact >= LS_[i] ) & ( S_Exact <= US_[i]) ) then COV_S[i]=1; 


*************** C. I. Renyi  *****************;

LR_[i] = (R_[i] + abs ( Bias_R[i])) - 1.96 * SQRT(Var_R[i]);
UR_[i] = (R_[i] + abs ( Bias_R[i])) + 1.96 * SQRT(Var_R[i]);

Leng_R_[i]= UR_[i] - LR_[i]; 
If ( (R_Exact >= LR_[i] ) & ( R_Exact <= UR_[i]) ) then COV_R[i]=1; 


*************** C. I. Havrda and Charvat  *****************;

LHC_[i] = (HC_[i] + abs( Bias_HC[i])) - 1.96 *SQRT(Var_HC[i]);
UHC_[i] = (HC_[i] + abs( Bias_HC[i])) + 1.96 *SQRT( Var_HC[i]);

Leng_HC_[i]= UHC_[i] - LHC_[i]; 
If ( (HC_Exact >= LHC_[i] ) & ( HC_Exact <= UHC_[i]) ) then COV_HC[i]=1; 

*************** C. I.Arimoto Entropy  *****************;

LA_[i] = (A_[i] + abs ( Bias_A[i])) - 1.96 *SQRT(Var_A[i]);
UA_[i] = (A_[i] + abs( Bias_A[i])) + 1.96 *SQRT(Var_A[i]);

Leng_A_[i]= UA_[i] - LA_[i]; 
If ( (A_Exact >= LA_[i] ) & ( A_Exact <= UA_[i]) ) then COV_A[i]=1; 


*************** C. I. Tsallis Entropy  *****************;

LT_[i] = (T_[i] + abs ( Bias_T[i])) - 1.96 *SQRT(Var_T[i]);
UT_[i] = (T_[i] + abs ( Bias_T[i])) + 1.96 *SQRT(Var_T[i]);

Leng_T_[i]= UT_[i] - LT_[i]; 
If ( (T_Exact >= LT_[i] ) & ( T_Exact <= UT_[i]) ) then COV_T[i]=1; 




End;

alpha_mle = alpha_[:];
Beta_mle  = Beta_[:];



S_MLE  = S_[:];

R_MLE  = R_[:];

HC_MLE = HC_[:];

A_MLE  = A_[:];

T_MLE  = T_[:];



****************************************************************************;


Bias_S_ADP = Bias_S[:];

Bias_R_ADP = Bias_R[:];

Bias_HC_ADP = Bias_HC[:];

Bias_A_ADP = Bias_A[:];

Bias_T_ADP = Bias_T[:];

*print Bias_S_ADP Bias_R_ADP  Bias_HC_ADP Bias_A_ADP  Bias_T_ADP;
*******************************************************************************;


MSE_S_ADP = Var_S[:];

MSE_R_ADP = Var_R[:];

MSE_HC_ADP = Var_HC[:];

MSE_A_ADP = Var_A[:];

MSE_T_ADP = Var_T[:];

*Print MSE_S_ADP MSE_R_ADP  MSE_HC_ADP MSE_A_ADP  MSE_T_ADP;

Length_S  = Leng_S_[:];
Length_R  = Leng_R_[:];
Length_HC = Leng_HC_[:];
Length_A  = Leng_A_[:];
Length_T  = Leng_T_[:];

*print Length_S Length_R  Length_HC	Length_A	Length_T;

Coverage_S = COV_S[:];
Coverage_R = COV_R[:];
Coverage_HC = COV_HC[:];
Coverage_A = COV_A[:];
Coverage_T = COV_T[:];

*print Coverage_S Coverage_R  Coverage_HC	Coverage_A	Coverage_T;
****formating the output *******;


BBias=J(5,1);Length=J(5,1);coverage=J(5,1,0); MMSE=J(5,1,0);

BBias[1,1]=round(Bias_S_ADP,0.0001 ); 			BBias[2,1]=round(Bias_R_ADP,0.0001 );		BBias[3,1]=round(Bias_HC_ADP ,0.0001 ); 
BBias[4,1]=round(Bias_A_ADP,0.0001 ); 			BBias[5,1]=round(Bias_T_ADP,0.0001 );

MMSE[1,1]= round(MSE_S_ADP,0.0001 ); 			MMSE[2,1]= round(MSE_R_ADP,0.0001 ); 		MMSE[3,1]= round(MSE_HC_ADP ,0.0001 ); 
MMSE[4,1]=round(MSE_A_ADP,0.0001 );  			MMSE[5,1]= round(MSE_T_ADP,0.0001 );


Length[1,1]=round(Length_S,0.0001 ); 			Length[2,1]=round(Length_R,0.0001 );			Length[3,1]=round(Length_HC,0.0001 );
Length[4,1]=round(Length_A,0.0001 );			Length[5,1]=round(Length_T,0.0001 );
					 
Coverage[1,1]=round(Coverage_S,0.0001 ); 	Coverage[2,1]=round(Coverage_R,0.0001 );		Coverage[3,1]=round(Coverage_HC,0.001 );
Coverage[4,1]= round(Coverage_A,0.0001 );	Coverage[5,1]= round(Coverage_T,0.0001 );
					  

names={Shannon, Renyi, HC, A, T};

/*print case option "" NN  n ""  m "     "  p ""  alpha "" beta  ;  */

/*print names  BBias  "  "   MMSE  " "  Length  "  "   coverage ; */




Quit;

And here is the LOG file after runing the code above.

28   proc iml;
NOTE: IML Ready
29
30
31
32   /*Print "Adaptive T1";*/
33
34
35
36
37   seed=22;
37 !             NN=3000;
38
39   option=1;
39 !             alpha=1;
39 !                      beta=2;
39 !                              p=0.7;
40
41   case=1;
41 !         n=100;
41 !                m=25;
41 !                         R=J(m,1,0);
41 !                                         R[1]=n-m;
42
43
44
45   EulerGamma= constant ('EULER');
46
47   RR= R`;
48
49
50
51
52   /*
53
54
55       option=1;   alpha=1; beta=2; p=0.7;
56
57       option=2;   alpha=1; beta=2; p=1.5;
58
59       option=3;   alpha=1; beta=2; p=3;
60
61
62
63   ****************************************************************
64   case=1; n=100; m=25;    R=J(m,1,0);     R[1]=n-m;
65   case=2; n=100; m=25;    R=J(m,1,0);     R[m]=n-m;
66   case=3; n=100; m=25;    R=J(m,1,3);
67
68   ****************************************************************;
69
70   case=4;     n=100; m=50;    R=J(m,1,0);     R[1]=n-m;
71   case=5;     n=100; m=50;    R=J(m,1,0);     R[m]=n-m;
72   case=6;     n=100; m=50;    R=J(m,1,1);
73
74   ****************************************************************;
75
76   case=7;     n=100; m=75;    R=J(m,1,0);     R[1]=n-m;
77   case=8;     n=100; m=75;    R=J(m,1,0);     R[m]=n-m;
78   case=9;     n=100; m=75;    R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;
79
80   ****************************************************************;
81
82   case=10;    n=200; m=50;    R=J(m,1,0);     R[1]=n-m;
83   case=11;    n=200; m=50;    R=J(m,1,0);     R[m]=n-m;
84   case=12;    n=200; m=50;    R=J(m,1,3);
85
86   ****************************************************************;
87
88   case=13;    n=200;  m=100;  R=J(m,1,0);     R[1]=n-m;
89   case=14;    n=200;  m=100;  R=J(m,1,0);     R[m]=n-m;
90   case=15;    n=200;  m=100;  R=J(m,1,1);
91
92   ****************************************************************;
93
94   case=16;    n=200;  m=150;  R=J(m,1,0);     R[1]=n-m;
95   case=17;    n=200;  m=150;  R=J(m,1,0);     R[m]=n-m;
96   case=18;    n=200;  m=150;  R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;
97
98
99   */
100  ********************************************************;
101  ****            Harmonic Number function            ****;
102  ********************************************************;
103
104  ********** Rick Answer from 2021 ************;
105
106  start HN(n);
107     return sum(1/(1:n));
108  finish;
NOTE: Module HN defined.
109
110
111  G0 =  Gamma ( p + p * alpha );
112  G1 =  Gamma ( (- 1  + p + p * alpha * Beta ) / Beta ) ;
113  G2 =  Gamma (( 1 + p *(- 1 + Beta  ) )/ Beta ) ;
114
115  EulerGamma= constant ('EULER');
116
117
118  *** Exact Shannon ***;
119
120  S_Exact = 1 + 1/alpha - log (alpha*beta) - (1/beta - 1)* (EulerGamma + digamma(alpha));
121
122  *****************************************************;
123
124  *** Exact Renyi ***;
125
126  R_Exact = 1/(1-p) * ( p *log(alpha*beta) + log (G1*G2/(Beta*G0))    );
127
128  ******************************************************;
129
130  *** Exact Havrda and Charvat ***;
131
132  HC_Exact = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha*beta)**p * G1 * G2 / (Beta*G0) );
133
134  ******************************************************;
135
136  *** Exact Arimoto ***;
137
138  A_Exact = p/(1-p) * (  -1 + (   (alpha*beta)**p * G1 * G2 / (Beta*G0) ) **(1/p)  );
139
140
141  ******************************************************;
142
143  *** Exact Tsallis ***;
144
145  T_Exact = 1/(p-1) * ( 1 - (alpha*beta)**p * G1 * G2 / (Beta*G0) );
146
147  *****************************************************;
148
149
150  *print S_Exact  R_Exact HC_Exact    A_Exact     T_Exact;
151
152
153  Start Uniform_p(m,R)  global(seed);
154
155  ** The Required Progressively Type-II from U(0,1);
156
157  V=J(m,1,0);
157!             U=J(m,1,0);
157!                        W=J(m,1);
158
159  Call randseed(seed);
160  Call randgen(W, "Uniform");
161
162  Do i=1 to m;
163      Sum=0;
164          Do j=m-i+1 to m;
165              Sum=Sum+R[j];
166          End;
167      Sum=Sum+i;
168      V[i]=W[i]**(1/Sum);
169
170  End;
171
172  Do i=1 to m;
173  U[i]=1-prod ( V[m: (m-i+1)]   );
174  End;
175
176  Call sort (U);
177  return U;
178  Finish;
NOTE: Module UNIFORM_P defined.
179
180  ********************************************************************;
181  Start Adaptive(n,m,R,alpha,beta) Global(p) ;
182
183
184  U = uniform_p(m,R);
185  X = ( (1-U)## (-1/alpha) - 1 ) ## (1/Beta) ;
186
187  T=X[ceil(m/4)];
188
189
190  Do idx=1 to m-1;
191      If (( X[idx] < T) & (T <= X[idx+1] )) then j=idx;
192  End;
193
194  If X[m]>T then
195
196          Do;
197              W=Uniform_p(m-j,R);
198
199              X_m_j =  (  (1- W)##(-1/alpha)#(1+T##Beta) -1  )## (1/Beta);
200
201              X_Adptive= X[1:j]//X_m_j;
202              Rm=n-m-sum(R[1:J]);
203              R2=J(m-j,1,0);
203!                             R2[m-J]=Rm;
204              newR=R[1:j]//R2;
205          End;
206
207  else
208          Do;
209              j= m;
210              newR=R;
211              X_Adptive=X;
212          End;
213
214
215  P1=[X_Adptive,j,newR];
216
217  return P1;
218  Finish;
NOTE: Module ADAPTIVE defined.
219
220  ********************************************************************;
221
222  ********** Subroutine to compute the MLEs  **************;
223  *********************************************************;
224
225  start lnfunc(y) global (m,X,R,J);
226
227  * To make things easier in writing the code we are using the following names;
228
229        *X = X_Adptive;
230
231
232        lnf1=0;
233
234        Beta=y[1];
235        alpha=y[2];
236
237
238        Log_X   = Log(X);
239        LogX_B  = log( 1 + X## Beta );
240        LogX_B_R  = (R#log( 1 + X## Beta ))[1:j];
241
242        lnf1=lnf1 + m * log( alpha * Beta )+( Beta - 1 )* sum(Log_X)- (1+alpha)*LogX_B[+] - alpha * Sum( LogX_B_R)
243                                                      - alpha * log(1+ X[m]**Beta)*R[m]  ;
244  return(lnf1);
245  finish;
NOTE: Module LNFUNC defined.
246
247  ****************************************************************;
248
249  alpha_=J(NN,1,0);
249!                     Beta_=J(NN,1,0);
250  S_ = J(NN,1,0);
250!                     R_=J(NN,1,0);
250!                                         HC_=J(NN,1,0);
250!                                                                 A_=J(NN,1,0);
250!                                                                                         T_=J(NN,1,0);
251
252  Var_S = J(NN,1,0);
252!                      Var_R=J(NN,1,0);
252!                                         Var_HC  = J(NN,1,0);
252!                                                                 Var_A=J(NN,1,0);
252!                                                                                         Var_T  = J(NN,1,0);
253  Bias_S= J(NN,1,0);
253!                      Bias_R=J(NN,1,0);
253!                                         Bias_HC = J(NN,1,0);
253!                                                                 Bias_A = J(NN,1,0);
253!                                                                                         Bias_T = J(NN,1,0);
254
255  LS_ = J(NN,1,0);
255!                     US_= J(NN,1,0);
255!                                         LR_    = J(NN,1,0);
255!                                                                 UR_ = J(NN,1,0);
255!                                                                                         LHC_ = J(NN,1,0);
256  LA_ = J(NN,1,0);
256!                     UA_ = J(NN,1,0);
256!                                         LT_    = J(NN,1,0);
256!                                                                 UT_ = J(NN,1,0);
256!                                                                                         UHC_ = J(NN,1,0);
257
258  COV_S = J(NN,1,0);
258!                     COV_R = J(NN,1,0);
258!                                         COV_HC = J(NN,1,0);
258!                                                                 COV_A = J(NN,1,0);
258!                                                                                         COV_T = J(NN,1,0);
259  Leng_S_=J(NN,1,0);
259!                     Leng_R_=J(NN,1,0);
259!                                         Leng_HC_=J(NN,1,0);
259!                                                                 Leng_A_=J(NN,1,0);
259!                                                                                         Leng_T_=J(NN,1,0);
260
261
262  Do i=1 to NN;
263
264          X=J(m,1,0);
264!                     X_ADP=J(m,1,0);
265
266          *********************************************************************;
267
268          AdaptiveResX=Adaptive(n,m,R,alpha, beta);
268!                                                  **USe List comand to return more than 1 value from subroutine;
269          X_ADP=AdaptiveResX$1;
270          J1=AdaptiveResX$2;
271          newK=AdaptiveResX$3;
272          R=newK;
273
274  X = X_ADP;
275  J = J1;
276  ********************************************************************;
277
278  ***************         Constrains for MLE      *******************;
279
280  con={.00001 .00001, . .};
281  opt={2 0};
282  x0={1,1};
283  tc={3000 6000};
284
285  ***************  NLPQN for Burr XII function *********************;
286
287  call nlpnms(rc, MLE_ret, "lnfunc", x0, opt, con,tc);
288
289
290  Beta_[i]  = MLE_ret[1];
291  alpha_[i] = MLE_ret[2];
292
293  ****************************************************************************;
294
295
296  **      MLE estimates of the Entropies        **;
297  ************************************************;
298
299  Gi0 =  Gamma ( p + p * alpha_[i] );
300  Gi1 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
301  Gi2 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ;
302
303
304  *** Shannon Entropy ***;
305
306  S_[i] = 1 + 1/alpha_[i] -  Log (alpha_[i]*beta_[i]) - ( 1/beta_[i] - 1)*( EulerGamma + digamma(alpha_[i]) );
307
308
309  Bias_S[i] = S_[i] - S_Exact;
310
311  ******************************************************;
312
313  ***  Renyi Entropy   ***;
314
315  R_[i] = 1/(1-p) * ( p *log(alpha_[i]*beta_[i]) + log (Gi1*Gi2/(Beta_[i]*Gi0))    );
316
317  Bias_R[i] = R_[i] - R_Exact;
318
319  ******************************************************;
320
321  *** Havrda and Charvat Entropy ***;
322
323  HC_[i] = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) );
324
325  Bias_HC[i]= HC_[i] - HC_Exact;
326
327  ******************************************************;
328
329  *** Arimoto Entropy ***;
330
331  A_[i] = p/(1-p) * (  -1 + (   (alpha_[i] * Beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) ) **(1/p)  );
332
333  Bias_A[i] = A_[i] - A_Exact;
334
335  ******************************************************;
336
337  *** Tsallis Entropy ***;
338
339  T_[i] = 1/(p-1) * ( 1 - (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta*Gi0) );
340
341  Bias_T[i] = T_[i] - T_Exact;
342
343  ************************************************************************************************************;
344
345  S0 = EulerGamma - Beta_[i] + Digamma ( alpha_[i] );
346
347  T10 =    alpha_[i]   *     ( Log(X[m] )**2 * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )**2   );
348  T11 =  (1+alpha_[i]) * Sum (  (Log(X)) ##2 # X##Beta_[i]           / ( 1 + X##Beta_[i]    )    ##2   );
349  T_12 =  (  ( ( (Log(X)) ##2 # X##Beta_[i] # R       / ( 1 + X##Beta_[i])##2 ) )  );
350
351  T12 =   alpha_[i]    *  Sum (T_12 [1:j]);
352
353  TOTAL1 = T10 + T11 + T12 ;
354
355
356
357  T20 =        Log(X[m])     * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )   ;
358  T21 = Sum (  (Log(X)  )    # X##Beta_[i]          / ( 1 + X##Beta_[i]    )  );
359  T_22 = ( ( (Log(X)  )    # X##Beta_[i] # R      / ( 1 + X##Beta_[i]    )  ) );
360
361  T22 = Sum (T_22[1:j]);
362
363  TOTAL2 = T20 + T21 + T22 ;
364
365  GTOTAL = (m/alpha_[i]**2)*( m/beta_[i]**2 + total1 )- total2**2;
366
367  ******************************************************;
368
369  *** Variance of Shannon entropy using delta methos ***;
370
371  ******************************************************;
372
373  C_S = -(1+alpha_[i])/alpha_[i]**2 + ( (beta_[i] -1) * Trigamma(alpha_[i])) /beta_[i] ;
374
375  Var_S[i] = ( S0/beta_[i]**2 ) * (   m*S0/ (alpha_[i]**2 * Beta_[i]**2 * Gtotal)  + C_S *(-total2)/Gtotal   ) +  C_S * (
375! (-total2 * S0)/(beta_[i]**2 * Gtotal)  +
376                                                                                                                         (C_
376! S *(m/beta_[i]**2 +total1))/(Gtotal)  );
377
378  Total_1 =Total1;
378!                  Total_2=total2;
379
380  ******************************************************;
381
382  **** Variance of Renyi entropy using delta methos ****;
383
384  ******************************************************;
385  Di0 = digamma( p + p*alpha_[i] );
386  Di1 = digamma ( ( -1 + p + p* alpha_[i]* Beta_[i] )/Beta_[i] );
387  Di2 = digamma (  ( 1 + p*( Beta_[i]-1 ) )/Beta_[i] );
388
389  R0 = Beta_[i] + Di2 - Di1;
390  R00 = -1 + alpha_[i] *Di0 - alpha_[i] *Di1 ;
391
392  Var_R[i] = p * R00/((p-1)*alpha_[i])* ( (P* R00 *(m/beta_[i]**2 + Total_1))/((p-1)*alpha_[i]* Gtotal)   -
393                                                                 (R0*(-total_2))/(beta_[i]**2* Gtotal)   ) -
394
395  R0/Beta_[i]**2 *( (-m*R0)/(alpha_[i]**2 * beta_[i]**2 * Gtotal)     + (p*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)     );
396
397
398
399  *******************************************************************************************;
400
401  ****             Variance of Havrda and Charvat Entropy using delta methos             ****;
402
403  *******************************************************************************************;
404  Gi1 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ;
405  Gi2 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
406
407  Gi0 =  Gamma ( p + p * alpha_[i] );
408  *******************************************************************************************;
409  Const1  = 2**p * p * (alpha_[i]* beta_[i])**(-1+p)  * Gi1 * Gi2;
410  Const2  = 2**p *( -1+p ) * (alpha_[i]* beta_[i])**p * Gi1 * Gi2;
411  const3 = ( -2+2**p ) * Gi0;
412
413  Var_HC[i]  = (Const1/Const3 * R00 ) *   (       ( const1 *R00 *(m/beta_[i]**2 + total_1) )/( const3* Gtotal) -
414            (-total_2* Const2 * R0)/(const3*beta_[i]**3 * Gtotal )      )  -
415
416             (const2 * R0/(beta_[i]**3 * const3))  * (      (- m * const2 * R0)/ ( alpha_[i]**2 *beta_[i]**3 *const3*
416! Gtotal) +
417             (-total_2*const1*R00)/ ( const3* Gtotal)  );
418
419
420  *******************************************************************************;
421
422  ****             Variance of Arimoto Entropy using delta methos            ****;
423
424  *******************************************************************************;
425
426  C_A =(  (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / ( beta_[i] * Gi0) ) ** (1/p);
427
428  Var_A[i] = p/((p-1)*alpha_[i]) * C_A * R00 * (  (p* C_A * R00 * (m/beta_[i]**2 + total_1))/((p-1)* alpha_[i] * Gtotal)   -
428!  (C_A * R0 * (-total_2))/(beta_[i]**2* Gtotal)      ) -
429
430  (1/beta_[i]**2) * C_A * R0 * (  (-m * C_A * R0)/(alpha_[i]**2*beta_[i]**2 * Gtotal)   +
430! (p*C_A*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)   );
431
432
433  *******************************************************************************;
434
435  ****             Variance of Tsallis Entropy using delta methos            ****;
436
437  *******************************************************************************;
438
439  **** I had to bring the equations below from an old SAS code ***;
440
441
442  totaL0  =( Log(X[m]) * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i]);
443
444  TotaL02  =( Log(X[m])**2 * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i])**2;
444!                                                                              **I have a problem with this;
445
446  T_TotaL1  = Sum ( Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 );
447  TotaL11 = Sum( ( R# Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 )[1:j]);
448
449  T_TotaL2  = Sum ( Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) ) ;
450  TotaL22 = Sum( ( R# Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) )[1:j] );
451
452  AtotaL1 = m/Beta_[i]##2 + (1+alpha_[i])*T_TotaL1 + alpha_[i]* TotaL11 + alpha_[i]* totaL02;
453
454  AtotaL2 = T_TotaL2 + TotaL22 + TotaL0;
455
456  *Atot = ( m/alpha_[i]**2 )* Atotal1 - Atotal2**2 ;
457  *******************************************************************************************;
458  Atot = Gtotal;
459
460  Gi4 = Gamma ( ( -1 + p )*( -1 + Beta_[i] ) / Beta_[i]  );
461
462  Var_T[i] = p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00/Gi0 * (   p *
462! alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 *Atotal1 / (Gi0 * Atot) -
463
464   (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 * (- Atotal2) / (Beta_[i]**3 * Gi0 * Atot) ) -
465
466    (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 / (Beta_[i]**3 * Gi0) * ( -m *(alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0/
466! (alpha_[i]**2 * Beta_[i]**3 * Gi0 * Atot)+
467
468     p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 * (-Atotal2) / (Gi0 * Atot)  );
469
470
471
472  *************** C. I. Shannon  *****************;
473
474  LS_[i] = (S_[i] +  abs( Bias_S[i])) - 1.96 *  SQRT(Var_S[i]);
475  US_[i] = (S_[i] +  abs( Bias_S[i]))  + 1.96 * SQRT(Var_S[i]);
476
477  Leng_S_[i]= US_[i] - LS_[i];
478  If ( (S_Exact >= LS_[i] ) & ( S_Exact <= US_[i]) ) then COV_S[i]=1;
479
480
481  *************** C. I. Renyi  *****************;
482
483  LR_[i] = (R_[i] + abs ( Bias_R[i])) - 1.96 * SQRT(Var_R[i]);
484  UR_[i] = (R_[i] + abs ( Bias_R[i])) + 1.96 * SQRT(Var_R[i]);
485
486  Leng_R_[i]= UR_[i] - LR_[i];
487  If ( (R_Exact >= LR_[i] ) & ( R_Exact <= UR_[i]) ) then COV_R[i]=1;
488
489
490  *************** C. I. Havrda and Charvat  *****************;
491
492  LHC_[i] = (HC_[i] + abs( Bias_HC[i])) - 1.96 *SQRT(Var_HC[i]);
493  UHC_[i] = (HC_[i] + abs( Bias_HC[i])) + 1.96 *SQRT( Var_HC[i]);
494
495  Leng_HC_[i]= UHC_[i] - LHC_[i];
496  If ( (HC_Exact >= LHC_[i] ) & ( HC_Exact <= UHC_[i]) ) then COV_HC[i]=1;
497
498  *************** C. I.Arimoto Entropy  *****************;
499
500  LA_[i] = (A_[i] + abs ( Bias_A[i])) - 1.96 *SQRT(Var_A[i]);
501  UA_[i] = (A_[i] + abs( Bias_A[i])) + 1.96 *SQRT(Var_A[i]);
502
503  Leng_A_[i]= UA_[i] - LA_[i];
504  If ( (A_Exact >= LA_[i] ) & ( A_Exact <= UA_[i]) ) then COV_A[i]=1;
505
506
507  *************** C. I. Tsallis Entropy  *****************;
508
509  LT_[i] = (T_[i] + abs ( Bias_T[i])) - 1.96 *SQRT(Var_T[i]);
510  UT_[i] = (T_[i] + abs ( Bias_T[i])) + 1.96 *SQRT(Var_T[i]);
511
512  Leng_T_[i]= UT_[i] - LT_[i];
513  If ( (T_Exact >= LT_[i] ) & ( T_Exact <= UT_[i]) ) then COV_T[i]=1;
514
515
516
517
518  End;
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
519
520  alpha_mle = alpha_[:];
521  Beta_mle  = Beta_[:];
522
523
524
525  S_MLE  = S_[:];
526
527  R_MLE  = R_[:];
528
529  HC_MLE = HC_[:];
530
531  A_MLE  = A_[:];
532
533  T_MLE  = T_[:];
534
535
536
537  ****************************************************************************;
538
539
540  Bias_S_ADP = Bias_S[:];
541
542  Bias_R_ADP = Bias_R[:];
543
544  Bias_HC_ADP = Bias_HC[:];
545
546  Bias_A_ADP = Bias_A[:];
547
548  Bias_T_ADP = Bias_T[:];
549
550  *print Bias_S_ADP Bias_R_ADP  Bias_HC_ADP Bias_A_ADP  Bias_T_ADP;
551  *******************************************************************************;
552
553
554  MSE_S_ADP = Var_S[:];
555
556  MSE_R_ADP = Var_R[:];
557
558  MSE_HC_ADP = Var_HC[:];
559
560  MSE_A_ADP = Var_A[:];
561
562  MSE_T_ADP = Var_T[:];
563
564  *Print MSE_S_ADP MSE_R_ADP  MSE_HC_ADP MSE_A_ADP  MSE_T_ADP;
565
566  Length_S  = Leng_S_[:];
567  Length_R  = Leng_R_[:];
568  Length_HC = Leng_HC_[:];
569  Length_A  = Leng_A_[:];
570  Length_T  = Leng_T_[:];
571
572  *print Length_S Length_R  Length_HC Length_A    Length_T;
573
574  Coverage_S = COV_S[:];
575  Coverage_R = COV_R[:];
576  Coverage_HC = COV_HC[:];
577  Coverage_A = COV_A[:];
578  Coverage_T = COV_T[:];
579
580  *print Coverage_S Coverage_R  Coverage_HC   Coverage_A  Coverage_T;
581  ****formating the output *******;
582
583
584  BBias=J(5,1);
584!              Length=J(5,1);
584!                            coverage=J(5,1,0);
584!                                               MMSE=J(5,1,0);
585
586  BBias[1,1]=round(Bias_S_ADP,0.0001 );
586!                                                 BBias[2,1]=round(Bias_R_ADP,0.0001 );
586!                                                                                             BBias[3,1]=round(Bias_HC_ADP
586! ,0.0001 );
587  BBias[4,1]=round(Bias_A_ADP,0.0001 );
587!                                                 BBias[5,1]=round(Bias_T_ADP,0.0001 );
588
589  MMSE[1,1]= round(MSE_S_ADP,0.0001 );
589!                                                 MMSE[2,1]= round(MSE_R_ADP,0.0001 );
589!                                                                                             MMSE[3,1]= round(MSE_HC_ADP
589! ,0.0001 );
590  MMSE[4,1]=round(MSE_A_ADP,0.0001 );
590!                                                 MMSE[5,1]= round(MSE_T_ADP,0.0001 );
591
592
593  Length[1,1]=round(Length_S,0.0001 );
593!                                                 Length[2,1]=round(Length_R,0.0001 );
593!                                                                                                 Length[3,1]=round(Length_H
593! C,0.0001 );
594  Length[4,1]=round(Length_A,0.0001 );
594!                                                 Length[5,1]=round(Length_T,0.0001 );
595
596  Coverage[1,1]=round(Coverage_S,0.0001 );
596!                                             Coverage[2,1]=round(Coverage_R,0.0001 );
596!                                                                                             Coverage[3,1]=round(Coverage_H
596! C,0.001 );
597  Coverage[4,1]= round(Coverage_A,0.0001 );
597!                                             Coverage[5,1]= round(Coverage_T,0.0001 );
598
599
600  names={Shannon, Renyi, HC, A, T};
601
602  /*print case option "" NN  n ""  m "     "  p ""  alpha "" beta  ;  */
603
604  /*print names  BBias  "  "   MMSE  " "  Length  "  "   coverage ; */
605
606
607
608
609  Quit;
NOTE: Exiting IML.
NOTE: “PROCEDURE IML”所用时间（总处理时间）:
      实际时间          6.14 秒
      CPU 时间          0.84 秒

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Ksharp
Super User Ksharp
Super User

Re: Unexplained error

Posted a month ago (319 views)  |   In reply to Salah

sas support is right ,after commenting the PRINT statement, I got no ERROR info.

Or you could try to eliminate the QUOTE character in PRINT statement. Like:

proc iml;
case=1;option=2;n=3;m=4;p=5;alpha=6;beta=7;
print case  option   n   m   p   alpha  beta  ;
quit;

Here the code I used with no ERROR info:

proc iml;



/*Print "Adaptive T1";*/




seed=22;   	NN=3000;

option=1;	alpha=1; beta=2; p=0.7;

case=1;	n=100; m=25; 	R=J(m,1,0); 	R[1]=n-m; 

 

EulerGamma= constant ('EULER');

RR= R`;




/*


	option=1;	alpha=1; beta=2; p=0.7;
	
	option=2;	alpha=1; beta=2; p=1.5;

    option=3;   alpha=1; beta=2; p=3; 

	

****************************************************************
case=1;	n=100; m=25; 	R=J(m,1,0); 	R[1]=n-m;        			 
case=2;	n=100; m=25; 	R=J(m,1,0); 	R[m]=n-m;
case=3; n=100; m=25; 	R=J(m,1,3);     	

****************************************************************;

case=4;		n=100; m=50; 	R=J(m,1,0); 	R[1]=n-m;              			 
case=5;		n=100; m=50; 	R=J(m,1,0); 	R[m]=n-m;  	
case=6;		n=100; m=50; 	R=J(m,1,1); 	 							 
 	
****************************************************************;
						
case=7; 	n=100; m=75; 	R=J(m,1,0); 	R[1]=n-m;  			         	 
case=8; 	n=100; m=75; 	R=J(m,1,0); 	R[m]=n-m;      
case=9; 	n=100; m=75; 	R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;		

****************************************************************;
		 			 
case=10;	n=200; m=50; 	R=J(m,1,0); 	R[1]=n-m;        			 
case=11;	n=200; m=50; 	R=J(m,1,0); 	R[m]=n-m;	
case=12;    n=200; m=50; 	R=J(m,1,3);    	
  
****************************************************************;

case=13;	n=200;  m=100; 	R=J(m,1,0); 	R[1]=n-m;               			 
case=14;	n=200;  m=100; 	R=J(m,1,0); 	R[m]=n-m;   	
case=15;	n=200;  m=100; 	R=J(m,1,1);  	 							 
 	
****************************************************************;	

case=16;	n=200;  m=150; 	R=J(m,1,0); 	R[1]=n-m;               			 
case=17;	n=200;  m=150; 	R=J(m,1,0); 	R[m]=n-m;   	
case=18;	n=200;  m=150; 	R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;  	 							 
 	
 
*/
********************************************************;
**** 			Harmonic Number function		    ****;
********************************************************;

********** Rick Answer from 2021 ************;

start HN(n);
   return sum(1/(1:n));
finish;


G0 =  Gamma ( p + p * alpha );
G1 =  Gamma ( (- 1  + p + p * alpha * Beta ) / Beta ) ;
G2 =  Gamma (( 1 + p *(- 1 + Beta  ) )/ Beta ) ; 

EulerGamma= constant ('EULER');


*** Exact Shannon ***;

S_Exact = 1 + 1/alpha - log (alpha*beta) - (1/beta - 1)* (EulerGamma + digamma(alpha));

*****************************************************;

*** Exact Renyi ***;

R_Exact = 1/(1-p) * ( p *log(alpha*beta) + log (G1*G2/(Beta*G0))    );

******************************************************;

*** Exact Havrda and Charvat ***;

HC_Exact = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha*beta)**p * G1 * G2 / (Beta*G0) );

******************************************************;

*** Exact Arimoto ***;

A_Exact = p/(1-p) * (  -1 + (   (alpha*beta)**p * G1 * G2 / (Beta*G0) ) **(1/p)  );


******************************************************;

*** Exact Tsallis ***;

T_Exact = 1/(p-1) * ( 1 - (alpha*beta)**p * G1 * G2 / (Beta*G0) );

*****************************************************;


*print S_Exact	R_Exact	HC_Exact	A_Exact		T_Exact;


Start Uniform_p(m,R)  global(seed);

** The Required Progressively Type-II from U(0,1);

V=J(m,1,0); U=J(m,1,0);W=J(m,1);

Call randseed(seed);
Call randgen(W, "Uniform");

Do i=1 to m;
	Sum=0;
		Do j=m-i+1 to m;
			Sum=Sum+R[j];
		End;
	Sum=Sum+i;
	V[i]=W[i]**(1/Sum);

End;

Do i=1 to m;
U[i]=1-prod ( V[m: (m-i+1)]   );
End;

Call sort (U); 
return U;
Finish;

********************************************************************;
Start Adaptive(n,m,R,alpha,beta) Global(p) ;


U = uniform_p(m,R);
X = ( (1-U)## (-1/alpha) - 1 ) ## (1/Beta) ; 

T=X[ceil(m/4)];


Do idx=1 to m-1;
	If (( X[idx] < T) & (T <= X[idx+1] )) then j=idx;           
End;

If X[m]>T then 

		Do;
			W=Uniform_p(m-j,R);

			X_m_j =  (  (1- W)##(-1/alpha)#(1+T##Beta) -1  )## (1/Beta); 

			X_Adptive= X[1:j]//X_m_j;
			Rm=n-m-sum(R[1:J]);
			R2=J(m-j,1,0);	R2[m-J]=Rm;
			newR=R[1:j]//R2;
		End;
	
else 
		Do;
			j= m;
			newR=R;
			X_Adptive=X;
		End;


P1=[X_Adptive,j,newR];

return P1;
Finish;

********************************************************************;

********** Subroutine to compute the MLEs  **************;
*********************************************************;

start lnfunc(y) global (m,X,R,J);

* To make things easier in writing the code we are using the following names;

	  *X = X_Adptive;
	  

      lnf1=0;

      Beta=y[1];
	  alpha=y[2];

	 
      Log_X   = Log(X);
      LogX_B  = log( 1 + X## Beta );
	  LogX_B_R  = (R#log( 1 + X## Beta ))[1:j];

      lnf1=lnf1 + m * log( alpha * Beta )+( Beta - 1 )* sum(Log_X)- (1+alpha)*LogX_B[+] - alpha * Sum( LogX_B_R)
													- alpha * log(1+ X[m]**Beta)*R[m]  ;
return(lnf1);
finish;

****************************************************************;

alpha_=J(NN,1,0);	Beta_=J(NN,1,0);
S_ = J(NN,1,0);	    R_=J(NN,1,0); 	   	HC_=J(NN,1,0);	 	    A_=J(NN,1,0);		    T_=J(NN,1,0);

Var_S = J(NN,1,0);   Var_R=J(NN,1,0);  	Var_HC  = J(NN,1,0); 	Var_A=J(NN,1,0);    	Var_T  = J(NN,1,0);
Bias_S= J(NN,1,0);   Bias_R=J(NN,1,0); 	Bias_HC = J(NN,1,0);	Bias_A = J(NN,1,0); 	Bias_T = J(NN,1,0);

LS_ = J(NN,1,0);  	US_= J(NN,1,0); 	LR_	   = J(NN,1,0); 	UR_	= J(NN,1,0); 	    LHC_ = J(NN,1,0);   		
LA_ = J(NN,1,0);  	UA_ = J(NN,1,0); 	LT_	   = J(NN,1,0); 	UT_ = J(NN,1,0); 		UHC_ = J(NN,1,0);

COV_S = J(NN,1,0);	COV_R = J(NN,1,0);	COV_HC = J(NN,1,0);	    COV_A = J(NN,1,0);	    COV_T = J(NN,1,0);
Leng_S_=J(NN,1,0);	Leng_R_=J(NN,1,0);	Leng_HC_=J(NN,1,0);	    Leng_A_=J(NN,1,0);	    Leng_T_=J(NN,1,0);


Do i=1 to NN;

		X=J(m,1,0); X_ADP=J(m,1,0);

		*********************************************************************;
		
		AdaptiveResX=Adaptive(n,m,R,alpha, beta);**USe List comand to return more than 1 value from subroutine;
		X_ADP=AdaptiveResX$1;
		J1=AdaptiveResX$2;
		newK=AdaptiveResX$3;
		R=newK;	

X = X_ADP;
J = J1;
********************************************************************;

*************** 		Constrains for MLE 		*******************;

con={.00001 .00001, . .};
opt={2 0};
x0={1,1};
tc={3000 6000};

***************  NLPQN for Burr XII function *********************;
        
call nlpnms(rc, MLE_ret, "lnfunc", x0, opt, con,tc);
		

Beta_[i]  = MLE_ret[1];
alpha_[i] = MLE_ret[2];

****************************************************************************;


** 		MLE estimates of the Entropies 		  **;
************************************************;

Gi0 =  Gamma ( p + p * alpha_[i] );
Gi1 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
Gi2 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ; 


*** Shannon Entropy ***;

S_[i] = 1 + 1/alpha_[i] -  Log (alpha_[i]*beta_[i]) - ( 1/beta_[i] - 1)*( EulerGamma + digamma(alpha_[i]) );


Bias_S[i] = S_[i] - S_Exact;

******************************************************;

***  Renyi Entropy   ***;

R_[i] = 1/(1-p) * ( p *log(alpha_[i]*beta_[i]) + log (Gi1*Gi2/(Beta_[i]*Gi0))    );

Bias_R[i] = R_[i] - R_Exact;

******************************************************;

*** Havrda and Charvat Entropy ***;

HC_[i] = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) );

Bias_HC[i]= HC_[i] - HC_Exact;

******************************************************;

*** Arimoto Entropy ***;

A_[i] = p/(1-p) * (  -1 + (   (alpha_[i] * Beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) ) **(1/p)  );
 
Bias_A[i] = A_[i] - A_Exact;

******************************************************;

*** Tsallis Entropy ***;

T_[i] = 1/(p-1) * ( 1 - (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta*Gi0) );

Bias_T[i] = T_[i] - T_Exact;

************************************************************************************************************;

S0 = EulerGamma - Beta_[i] + Digamma ( alpha_[i] );

T10 =    alpha_[i]   *     ( Log(X[m] )**2 * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )**2   );
T11 =  (1+alpha_[i]) * Sum (  (Log(X)) ##2 # X##Beta_[i]           / ( 1 + X##Beta_[i]    )    ##2   );
T_12 =  (  ( ( (Log(X)) ##2 # X##Beta_[i] # R       / ( 1 + X##Beta_[i])##2 ) )  );

T12 =   alpha_[i]    *  Sum (T_12 [1:j]);

TOTAL1 = T10 + T11 + T12 ;



T20 =        Log(X[m])     * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )   ;
T21 = Sum (  (Log(X)  )    # X##Beta_[i]          / ( 1 + X##Beta_[i]    )  );
T_22 = ( ( (Log(X)  )    # X##Beta_[i] # R      / ( 1 + X##Beta_[i]    )  ) );

T22 = Sum (T_22[1:j]);

TOTAL2 = T20 + T21 + T22 ;

GTOTAL = (m/alpha_[i]**2)*( m/beta_[i]**2 + total1 )- total2**2; 

******************************************************;

*** Variance of Shannon entropy using delta methos ***;

******************************************************;
 
C_S = -(1+alpha_[i])/alpha_[i]**2 + ( (beta_[i] -1) * Trigamma(alpha_[i])) /beta_[i] ;

Var_S[i] = ( S0/beta_[i]**2 ) * (   m*S0/ (alpha_[i]**2 * Beta_[i]**2 * Gtotal)  + C_S *(-total2)/Gtotal   ) +  C_S * ( (-total2 * S0)/(beta_[i]**2 * Gtotal)  + 
                                                                                                                       (C_S *(m/beta_[i]**2 +total1))/(Gtotal)  );

Total_1 =Total1; Total_2=total2;

******************************************************;

**** Variance of Renyi entropy using delta methos ****;

******************************************************;
Di0 = digamma( p + p*alpha_[i] );
Di1 = digamma ( ( -1 + p + p* alpha_[i]* Beta_[i] )/Beta_[i] );
Di2 = digamma (  ( 1 + p*( Beta_[i]-1 ) )/Beta_[i] );

R0 = Beta_[i] + Di2 - Di1;
R00 = -1 + alpha_[i] *Di0 - alpha_[i] *Di1 ;

Var_R[i] = p * R00/((p-1)*alpha_[i])* ( (P* R00 *(m/beta_[i]**2 + Total_1))/((p-1)*alpha_[i]* Gtotal)   -    
                                                               (R0*(-total_2))/(beta_[i]**2* Gtotal)   ) -

R0/Beta_[i]**2 *( (-m*R0)/(alpha_[i]**2 * beta_[i]**2 * Gtotal)     + (p*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)     );



*******************************************************************************************;

**** 			 Variance of Havrda and Charvat Entropy using delta methos			   ****;

*******************************************************************************************;
Gi1 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ; 
Gi2 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;

Gi0 =  Gamma ( p + p * alpha_[i] );
*******************************************************************************************;
Const1  = 2**p * p * (alpha_[i]* beta_[i])**(-1+p)  * Gi1 * Gi2;
Const2  = 2**p *( -1+p ) * (alpha_[i]* beta_[i])**p * Gi1 * Gi2;
const3 = ( -2+2**p ) * Gi0;

Var_HC[i]  = (Const1/Const3 * R00 ) *   (       ( const1 *R00 *(m/beta_[i]**2 + total_1) )/( const3* Gtotal) - 
          (-total_2* Const2 * R0)/(const3*beta_[i]**3 * Gtotal )      )  -

		   (const2 * R0/(beta_[i]**3 * const3))  * (      (- m * const2 * R0)/ ( alpha_[i]**2 *beta_[i]**3 *const3* Gtotal) +
           (-total_2*const1*R00)/ ( const3* Gtotal)  );


*******************************************************************************;

**** 			 Variance of Arimoto Entropy using delta methos			   ****;

*******************************************************************************;

C_A =(  (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / ( beta_[i] * Gi0) ) ** (1/p);

Var_A[i] = p/((p-1)*alpha_[i]) * C_A * R00 * (  (p* C_A * R00 * (m/beta_[i]**2 + total_1))/((p-1)* alpha_[i] * Gtotal)   - (C_A * R0 * (-total_2))/(beta_[i]**2* Gtotal)      ) -

(1/beta_[i]**2) * C_A * R0 * (  (-m * C_A * R0)/(alpha_[i]**2*beta_[i]**2 * Gtotal)   + (p*C_A*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)   );


*******************************************************************************;

**** 			 Variance of Tsallis Entropy using delta methos			   ****;

*******************************************************************************;

**** I had to bring the equations below from an old SAS code ***; 


totaL0  =( Log(X[m]) * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i]);

TotaL02  =( Log(X[m])**2 * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i])**2; **I have a problem with this;

T_TotaL1  = Sum ( Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 );
TotaL11 = Sum( ( R# Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 )[1:j]);

T_TotaL2  = Sum ( Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) ) ;
TotaL22 = Sum( ( R# Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) )[1:j] );

AtotaL1 = m/Beta_[i]##2 + (1+alpha_[i])*T_TotaL1 + alpha_[i]* TotaL11 + alpha_[i]* totaL02;

AtotaL2 = T_TotaL2 + TotaL22 + TotaL0;

*Atot = ( m/alpha_[i]**2 )* Atotal1 - Atotal2**2 ;
*******************************************************************************************;
Atot = Gtotal;

Gi4 = Gamma ( ( -1 + p )*( -1 + Beta_[i] ) / Beta_[i]  );

Var_T[i] = p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00/Gi0 * (   p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 *Atotal1 / (Gi0 * Atot) - 

 (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 * (- Atotal2) / (Beta_[i]**3 * Gi0 * Atot) ) -

  (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 / (Beta_[i]**3 * Gi0) * ( -m *(alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0/ (alpha_[i]**2 * Beta_[i]**3 * Gi0 * Atot)+
  
   p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 * (-Atotal2) / (Gi0 * Atot)  );



*************** C. I. Shannon  *****************;

LS_[i] = (S_[i] +  abs( Bias_S[i])) - 1.96 *  SQRT(Var_S[i]);
US_[i] = (S_[i] +  abs( Bias_S[i]))  + 1.96 * SQRT(Var_S[i]);

Leng_S_[i]= US_[i] - LS_[i]; 
If ( (S_Exact >= LS_[i] ) & ( S_Exact <= US_[i]) ) then COV_S[i]=1; 


*************** C. I. Renyi  *****************;

LR_[i] = (R_[i] + abs ( Bias_R[i])) - 1.96 * SQRT(Var_R[i]);
UR_[i] = (R_[i] + abs ( Bias_R[i])) + 1.96 * SQRT(Var_R[i]);

Leng_R_[i]= UR_[i] - LR_[i]; 
If ( (R_Exact >= LR_[i] ) & ( R_Exact <= UR_[i]) ) then COV_R[i]=1; 


*************** C. I. Havrda and Charvat  *****************;

LHC_[i] = (HC_[i] + abs( Bias_HC[i])) - 1.96 *SQRT(Var_HC[i]);
UHC_[i] = (HC_[i] + abs( Bias_HC[i])) + 1.96 *SQRT( Var_HC[i]);

Leng_HC_[i]= UHC_[i] - LHC_[i]; 
If ( (HC_Exact >= LHC_[i] ) & ( HC_Exact <= UHC_[i]) ) then COV_HC[i]=1; 

*************** C. I.Arimoto Entropy  *****************;

LA_[i] = (A_[i] + abs ( Bias_A[i])) - 1.96 *SQRT(Var_A[i]);
UA_[i] = (A_[i] + abs( Bias_A[i])) + 1.96 *SQRT(Var_A[i]);

Leng_A_[i]= UA_[i] - LA_[i]; 
If ( (A_Exact >= LA_[i] ) & ( A_Exact <= UA_[i]) ) then COV_A[i]=1; 


*************** C. I. Tsallis Entropy  *****************;

LT_[i] = (T_[i] + abs ( Bias_T[i])) - 1.96 *SQRT(Var_T[i]);
UT_[i] = (T_[i] + abs ( Bias_T[i])) + 1.96 *SQRT(Var_T[i]);

Leng_T_[i]= UT_[i] - LT_[i]; 
If ( (T_Exact >= LT_[i] ) & ( T_Exact <= UT_[i]) ) then COV_T[i]=1; 




End;

alpha_mle = alpha_[:];
Beta_mle  = Beta_[:];



S_MLE  = S_[:];

R_MLE  = R_[:];

HC_MLE = HC_[:];

A_MLE  = A_[:];

T_MLE  = T_[:];



****************************************************************************;


Bias_S_ADP = Bias_S[:];

Bias_R_ADP = Bias_R[:];

Bias_HC_ADP = Bias_HC[:];

Bias_A_ADP = Bias_A[:];

Bias_T_ADP = Bias_T[:];

*print Bias_S_ADP Bias_R_ADP  Bias_HC_ADP Bias_A_ADP  Bias_T_ADP;
*******************************************************************************;


MSE_S_ADP = Var_S[:];

MSE_R_ADP = Var_R[:];

MSE_HC_ADP = Var_HC[:];

MSE_A_ADP = Var_A[:];

MSE_T_ADP = Var_T[:];

*Print MSE_S_ADP MSE_R_ADP  MSE_HC_ADP MSE_A_ADP  MSE_T_ADP;

Length_S  = Leng_S_[:];
Length_R  = Leng_R_[:];
Length_HC = Leng_HC_[:];
Length_A  = Leng_A_[:];
Length_T  = Leng_T_[:];

*print Length_S Length_R  Length_HC	Length_A	Length_T;

Coverage_S = COV_S[:];
Coverage_R = COV_R[:];
Coverage_HC = COV_HC[:];
Coverage_A = COV_A[:];
Coverage_T = COV_T[:];

*print Coverage_S Coverage_R  Coverage_HC	Coverage_A	Coverage_T;
****formating the output *******;


BBias=J(5,1);Length=J(5,1);coverage=J(5,1,0); MMSE=J(5,1,0);

BBias[1,1]=round(Bias_S_ADP,0.0001 ); 			BBias[2,1]=round(Bias_R_ADP,0.0001 );		BBias[3,1]=round(Bias_HC_ADP ,0.0001 ); 
BBias[4,1]=round(Bias_A_ADP,0.0001 ); 			BBias[5,1]=round(Bias_T_ADP,0.0001 );

MMSE[1,1]= round(MSE_S_ADP,0.0001 ); 			MMSE[2,1]= round(MSE_R_ADP,0.0001 ); 		MMSE[3,1]= round(MSE_HC_ADP ,0.0001 ); 
MMSE[4,1]=round(MSE_A_ADP,0.0001 );  			MMSE[5,1]= round(MSE_T_ADP,0.0001 );


Length[1,1]=round(Length_S,0.0001 ); 			Length[2,1]=round(Length_R,0.0001 );			Length[3,1]=round(Length_HC,0.0001 );
Length[4,1]=round(Length_A,0.0001 );			Length[5,1]=round(Length_T,0.0001 );
					 
Coverage[1,1]=round(Coverage_S,0.0001 ); 	Coverage[2,1]=round(Coverage_R,0.0001 );		Coverage[3,1]=round(Coverage_HC,0.001 );
Coverage[4,1]= round(Coverage_A,0.0001 );	Coverage[5,1]= round(Coverage_T,0.0001 );
					  

names={Shannon, Renyi, HC, A, T};

/*print case option "" NN  n ""  m "     "  p ""  alpha "" beta  ;  */

/*print names  BBias  "  "   MMSE  " "  Length  "  "   coverage ; */




Quit;

And here is the LOG file after runing the code above.

28   proc iml;
NOTE: IML Ready
29
30
31
32   /*Print "Adaptive T1";*/
33
34
35
36
37   seed=22;
37 !             NN=3000;
38
39   option=1;
39 !             alpha=1;
39 !                      beta=2;
39 !                              p=0.7;
40
41   case=1;
41 !         n=100;
41 !                m=25;
41 !                         R=J(m,1,0);
41 !                                         R[1]=n-m;
42
43
44
45   EulerGamma= constant ('EULER');
46
47   RR= R`;
48
49
50
51
52   /*
53
54
55       option=1;   alpha=1; beta=2; p=0.7;
56
57       option=2;   alpha=1; beta=2; p=1.5;
58
59       option=3;   alpha=1; beta=2; p=3;
60
61
62
63   ****************************************************************
64   case=1; n=100; m=25;    R=J(m,1,0);     R[1]=n-m;
65   case=2; n=100; m=25;    R=J(m,1,0);     R[m]=n-m;
66   case=3; n=100; m=25;    R=J(m,1,3);
67
68   ****************************************************************;
69
70   case=4;     n=100; m=50;    R=J(m,1,0);     R[1]=n-m;
71   case=5;     n=100; m=50;    R=J(m,1,0);     R[m]=n-m;
72   case=6;     n=100; m=50;    R=J(m,1,1);
73
74   ****************************************************************;
75
76   case=7;     n=100; m=75;    R=J(m,1,0);     R[1]=n-m;
77   case=8;     n=100; m=75;    R=J(m,1,0);     R[m]=n-m;
78   case=9;     n=100; m=75;    R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;
79
80   ****************************************************************;
81
82   case=10;    n=200; m=50;    R=J(m,1,0);     R[1]=n-m;
83   case=11;    n=200; m=50;    R=J(m,1,0);     R[m]=n-m;
84   case=12;    n=200; m=50;    R=J(m,1,3);
85
86   ****************************************************************;
87
88   case=13;    n=200;  m=100;  R=J(m,1,0);     R[1]=n-m;
89   case=14;    n=200;  m=100;  R=J(m,1,0);     R[m]=n-m;
90   case=15;    n=200;  m=100;  R=J(m,1,1);
91
92   ****************************************************************;
93
94   case=16;    n=200;  m=150;  R=J(m,1,0);     R[1]=n-m;
95   case=17;    n=200;  m=150;  R=J(m,1,0);     R[m]=n-m;
96   case=18;    n=200;  m=150;  R=J(m,1,0);     do i=1 to m by 3;R[i] = 1;end;
97
98
99   */
100  ********************************************************;
101  ****            Harmonic Number function            ****;
102  ********************************************************;
103
104  ********** Rick Answer from 2021 ************;
105
106  start HN(n);
107     return sum(1/(1:n));
108  finish;
NOTE: Module HN defined.
109
110
111  G0 =  Gamma ( p + p * alpha );
112  G1 =  Gamma ( (- 1  + p + p * alpha * Beta ) / Beta ) ;
113  G2 =  Gamma (( 1 + p *(- 1 + Beta  ) )/ Beta ) ;
114
115  EulerGamma= constant ('EULER');
116
117
118  *** Exact Shannon ***;
119
120  S_Exact = 1 + 1/alpha - log (alpha*beta) - (1/beta - 1)* (EulerGamma + digamma(alpha));
121
122  *****************************************************;
123
124  *** Exact Renyi ***;
125
126  R_Exact = 1/(1-p) * ( p *log(alpha*beta) + log (G1*G2/(Beta*G0))    );
127
128  ******************************************************;
129
130  *** Exact Havrda and Charvat ***;
131
132  HC_Exact = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha*beta)**p * G1 * G2 / (Beta*G0) );
133
134  ******************************************************;
135
136  *** Exact Arimoto ***;
137
138  A_Exact = p/(1-p) * (  -1 + (   (alpha*beta)**p * G1 * G2 / (Beta*G0) ) **(1/p)  );
139
140
141  ******************************************************;
142
143  *** Exact Tsallis ***;
144
145  T_Exact = 1/(p-1) * ( 1 - (alpha*beta)**p * G1 * G2 / (Beta*G0) );
146
147  *****************************************************;
148
149
150  *print S_Exact  R_Exact HC_Exact    A_Exact     T_Exact;
151
152
153  Start Uniform_p(m,R)  global(seed);
154
155  ** The Required Progressively Type-II from U(0,1);
156
157  V=J(m,1,0);
157!             U=J(m,1,0);
157!                        W=J(m,1);
158
159  Call randseed(seed);
160  Call randgen(W, "Uniform");
161
162  Do i=1 to m;
163      Sum=0;
164          Do j=m-i+1 to m;
165              Sum=Sum+R[j];
166          End;
167      Sum=Sum+i;
168      V[i]=W[i]**(1/Sum);
169
170  End;
171
172  Do i=1 to m;
173  U[i]=1-prod ( V[m: (m-i+1)]   );
174  End;
175
176  Call sort (U);
177  return U;
178  Finish;
NOTE: Module UNIFORM_P defined.
179
180  ********************************************************************;
181  Start Adaptive(n,m,R,alpha,beta) Global(p) ;
182
183
184  U = uniform_p(m,R);
185  X = ( (1-U)## (-1/alpha) - 1 ) ## (1/Beta) ;
186
187  T=X[ceil(m/4)];
188
189
190  Do idx=1 to m-1;
191      If (( X[idx] < T) & (T <= X[idx+1] )) then j=idx;
192  End;
193
194  If X[m]>T then
195
196          Do;
197              W=Uniform_p(m-j,R);
198
199              X_m_j =  (  (1- W)##(-1/alpha)#(1+T##Beta) -1  )## (1/Beta);
200
201              X_Adptive= X[1:j]//X_m_j;
202              Rm=n-m-sum(R[1:J]);
203              R2=J(m-j,1,0);
203!                             R2[m-J]=Rm;
204              newR=R[1:j]//R2;
205          End;
206
207  else
208          Do;
209              j= m;
210              newR=R;
211              X_Adptive=X;
212          End;
213
214
215  P1=[X_Adptive,j,newR];
216
217  return P1;
218  Finish;
NOTE: Module ADAPTIVE defined.
219
220  ********************************************************************;
221
222  ********** Subroutine to compute the MLEs  **************;
223  *********************************************************;
224
225  start lnfunc(y) global (m,X,R,J);
226
227  * To make things easier in writing the code we are using the following names;
228
229        *X = X_Adptive;
230
231
232        lnf1=0;
233
234        Beta=y[1];
235        alpha=y[2];
236
237
238        Log_X   = Log(X);
239        LogX_B  = log( 1 + X## Beta );
240        LogX_B_R  = (R#log( 1 + X## Beta ))[1:j];
241
242        lnf1=lnf1 + m * log( alpha * Beta )+( Beta - 1 )* sum(Log_X)- (1+alpha)*LogX_B[+] - alpha * Sum( LogX_B_R)
243                                                      - alpha * log(1+ X[m]**Beta)*R[m]  ;
244  return(lnf1);
245  finish;
NOTE: Module LNFUNC defined.
246
247  ****************************************************************;
248
249  alpha_=J(NN,1,0);
249!                     Beta_=J(NN,1,0);
250  S_ = J(NN,1,0);
250!                     R_=J(NN,1,0);
250!                                         HC_=J(NN,1,0);
250!                                                                 A_=J(NN,1,0);
250!                                                                                         T_=J(NN,1,0);
251
252  Var_S = J(NN,1,0);
252!                      Var_R=J(NN,1,0);
252!                                         Var_HC  = J(NN,1,0);
252!                                                                 Var_A=J(NN,1,0);
252!                                                                                         Var_T  = J(NN,1,0);
253  Bias_S= J(NN,1,0);
253!                      Bias_R=J(NN,1,0);
253!                                         Bias_HC = J(NN,1,0);
253!                                                                 Bias_A = J(NN,1,0);
253!                                                                                         Bias_T = J(NN,1,0);
254
255  LS_ = J(NN,1,0);
255!                     US_= J(NN,1,0);
255!                                         LR_    = J(NN,1,0);
255!                                                                 UR_ = J(NN,1,0);
255!                                                                                         LHC_ = J(NN,1,0);
256  LA_ = J(NN,1,0);
256!                     UA_ = J(NN,1,0);
256!                                         LT_    = J(NN,1,0);
256!                                                                 UT_ = J(NN,1,0);
256!                                                                                         UHC_ = J(NN,1,0);
257
258  COV_S = J(NN,1,0);
258!                     COV_R = J(NN,1,0);
258!                                         COV_HC = J(NN,1,0);
258!                                                                 COV_A = J(NN,1,0);
258!                                                                                         COV_T = J(NN,1,0);
259  Leng_S_=J(NN,1,0);
259!                     Leng_R_=J(NN,1,0);
259!                                         Leng_HC_=J(NN,1,0);
259!                                                                 Leng_A_=J(NN,1,0);
259!                                                                                         Leng_T_=J(NN,1,0);
260
261
262  Do i=1 to NN;
263
264          X=J(m,1,0);
264!                     X_ADP=J(m,1,0);
265
266          *********************************************************************;
267
268          AdaptiveResX=Adaptive(n,m,R,alpha, beta);
268!                                                  **USe List comand to return more than 1 value from subroutine;
269          X_ADP=AdaptiveResX$1;
270          J1=AdaptiveResX$2;
271          newK=AdaptiveResX$3;
272          R=newK;
273
274  X = X_ADP;
275  J = J1;
276  ********************************************************************;
277
278  ***************         Constrains for MLE      *******************;
279
280  con={.00001 .00001, . .};
281  opt={2 0};
282  x0={1,1};
283  tc={3000 6000};
284
285  ***************  NLPQN for Burr XII function *********************;
286
287  call nlpnms(rc, MLE_ret, "lnfunc", x0, opt, con,tc);
288
289
290  Beta_[i]  = MLE_ret[1];
291  alpha_[i] = MLE_ret[2];
292
293  ****************************************************************************;
294
295
296  **      MLE estimates of the Entropies        **;
297  ************************************************;
298
299  Gi0 =  Gamma ( p + p * alpha_[i] );
300  Gi1 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
301  Gi2 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ;
302
303
304  *** Shannon Entropy ***;
305
306  S_[i] = 1 + 1/alpha_[i] -  Log (alpha_[i]*beta_[i]) - ( 1/beta_[i] - 1)*( EulerGamma + digamma(alpha_[i]) );
307
308
309  Bias_S[i] = S_[i] - S_Exact;
310
311  ******************************************************;
312
313  ***  Renyi Entropy   ***;
314
315  R_[i] = 1/(1-p) * ( p *log(alpha_[i]*beta_[i]) + log (Gi1*Gi2/(Beta_[i]*Gi0))    );
316
317  Bias_R[i] = R_[i] - R_Exact;
318
319  ******************************************************;
320
321  *** Havrda and Charvat Entropy ***;
322
323  HC_[i] = 1/(-1 + 2 **(1-p)) * ( -1 + (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) );
324
325  Bias_HC[i]= HC_[i] - HC_Exact;
326
327  ******************************************************;
328
329  *** Arimoto Entropy ***;
330
331  A_[i] = p/(1-p) * (  -1 + (   (alpha_[i] * Beta_[i])**p * Gi1 * Gi2 / (Beta_[i]*Gi0) ) **(1/p)  );
332
333  Bias_A[i] = A_[i] - A_Exact;
334
335  ******************************************************;
336
337  *** Tsallis Entropy ***;
338
339  T_[i] = 1/(p-1) * ( 1 - (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / (Beta*Gi0) );
340
341  Bias_T[i] = T_[i] - T_Exact;
342
343  ************************************************************************************************************;
344
345  S0 = EulerGamma - Beta_[i] + Digamma ( alpha_[i] );
346
347  T10 =    alpha_[i]   *     ( Log(X[m] )**2 * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )**2   );
348  T11 =  (1+alpha_[i]) * Sum (  (Log(X)) ##2 # X##Beta_[i]           / ( 1 + X##Beta_[i]    )    ##2   );
349  T_12 =  (  ( ( (Log(X)) ##2 # X##Beta_[i] # R       / ( 1 + X##Beta_[i])##2 ) )  );
350
351  T12 =   alpha_[i]    *  Sum (T_12 [1:j]);
352
353  TOTAL1 = T10 + T11 + T12 ;
354
355
356
357  T20 =        Log(X[m])     * X[m]**Beta_[i] *R[m] / ( 1 + X[m]**Beta_[i] )   ;
358  T21 = Sum (  (Log(X)  )    # X##Beta_[i]          / ( 1 + X##Beta_[i]    )  );
359  T_22 = ( ( (Log(X)  )    # X##Beta_[i] # R      / ( 1 + X##Beta_[i]    )  ) );
360
361  T22 = Sum (T_22[1:j]);
362
363  TOTAL2 = T20 + T21 + T22 ;
364
365  GTOTAL = (m/alpha_[i]**2)*( m/beta_[i]**2 + total1 )- total2**2;
366
367  ******************************************************;
368
369  *** Variance of Shannon entropy using delta methos ***;
370
371  ******************************************************;
372
373  C_S = -(1+alpha_[i])/alpha_[i]**2 + ( (beta_[i] -1) * Trigamma(alpha_[i])) /beta_[i] ;
374
375  Var_S[i] = ( S0/beta_[i]**2 ) * (   m*S0/ (alpha_[i]**2 * Beta_[i]**2 * Gtotal)  + C_S *(-total2)/Gtotal   ) +  C_S * (
375! (-total2 * S0)/(beta_[i]**2 * Gtotal)  +
376                                                                                                                         (C_
376! S *(m/beta_[i]**2 +total1))/(Gtotal)  );
377
378  Total_1 =Total1;
378!                  Total_2=total2;
379
380  ******************************************************;
381
382  **** Variance of Renyi entropy using delta methos ****;
383
384  ******************************************************;
385  Di0 = digamma( p + p*alpha_[i] );
386  Di1 = digamma ( ( -1 + p + p* alpha_[i]* Beta_[i] )/Beta_[i] );
387  Di2 = digamma (  ( 1 + p*( Beta_[i]-1 ) )/Beta_[i] );
388
389  R0 = Beta_[i] + Di2 - Di1;
390  R00 = -1 + alpha_[i] *Di0 - alpha_[i] *Di1 ;
391
392  Var_R[i] = p * R00/((p-1)*alpha_[i])* ( (P* R00 *(m/beta_[i]**2 + Total_1))/((p-1)*alpha_[i]* Gtotal)   -
393                                                                 (R0*(-total_2))/(beta_[i]**2* Gtotal)   ) -
394
395  R0/Beta_[i]**2 *( (-m*R0)/(alpha_[i]**2 * beta_[i]**2 * Gtotal)     + (p*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)     );
396
397
398
399  *******************************************************************************************;
400
401  ****             Variance of Havrda and Charvat Entropy using delta methos             ****;
402
403  *******************************************************************************************;
404  Gi1 =  Gamma (( 1 + p *(- 1 + Beta_[i]  ) )/ Beta_[i] ) ;
405  Gi2 =  Gamma ( (- 1  + p + p * alpha_[i] * Beta_[i] ) / Beta_[i] ) ;
406
407  Gi0 =  Gamma ( p + p * alpha_[i] );
408  *******************************************************************************************;
409  Const1  = 2**p * p * (alpha_[i]* beta_[i])**(-1+p)  * Gi1 * Gi2;
410  Const2  = 2**p *( -1+p ) * (alpha_[i]* beta_[i])**p * Gi1 * Gi2;
411  const3 = ( -2+2**p ) * Gi0;
412
413  Var_HC[i]  = (Const1/Const3 * R00 ) *   (       ( const1 *R00 *(m/beta_[i]**2 + total_1) )/( const3* Gtotal) -
414            (-total_2* Const2 * R0)/(const3*beta_[i]**3 * Gtotal )      )  -
415
416             (const2 * R0/(beta_[i]**3 * const3))  * (      (- m * const2 * R0)/ ( alpha_[i]**2 *beta_[i]**3 *const3*
416! Gtotal) +
417             (-total_2*const1*R00)/ ( const3* Gtotal)  );
418
419
420  *******************************************************************************;
421
422  ****             Variance of Arimoto Entropy using delta methos            ****;
423
424  *******************************************************************************;
425
426  C_A =(  (alpha_[i]*beta_[i])**p * Gi1 * Gi2 / ( beta_[i] * Gi0) ) ** (1/p);
427
428  Var_A[i] = p/((p-1)*alpha_[i]) * C_A * R00 * (  (p* C_A * R00 * (m/beta_[i]**2 + total_1))/((p-1)* alpha_[i] * Gtotal)   -
428!  (C_A * R0 * (-total_2))/(beta_[i]**2* Gtotal)      ) -
429
430  (1/beta_[i]**2) * C_A * R0 * (  (-m * C_A * R0)/(alpha_[i]**2*beta_[i]**2 * Gtotal)   +
430! (p*C_A*R00*(-total_2))/((p-1)*alpha_[i]*Gtotal)   );
431
432
433  *******************************************************************************;
434
435  ****             Variance of Tsallis Entropy using delta methos            ****;
436
437  *******************************************************************************;
438
439  **** I had to bring the equations below from an old SAS code ***;
440
441
442  totaL0  =( Log(X[m]) * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i]);
443
444  TotaL02  =( Log(X[m])**2 * X[m]**Beta_[i] *R[m] )/ ( 1 + X[m]**Beta_[i])**2;
444!                                                                              **I have a problem with this;
445
446  T_TotaL1  = Sum ( Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 );
447  TotaL11 = Sum( ( R# Log(X)##2 # X##Beta_[i]/( 1 + X##Beta_[i] )##2 )[1:j]);
448
449  T_TotaL2  = Sum ( Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) ) ;
450  TotaL22 = Sum( ( R# Log(X) # X##Beta_[i]/( 1 + X##Beta_[i] ) )[1:j] );
451
452  AtotaL1 = m/Beta_[i]##2 + (1+alpha_[i])*T_TotaL1 + alpha_[i]* TotaL11 + alpha_[i]* totaL02;
453
454  AtotaL2 = T_TotaL2 + TotaL22 + TotaL0;
455
456  *Atot = ( m/alpha_[i]**2 )* Atotal1 - Atotal2**2 ;
457  *******************************************************************************************;
458  Atot = Gtotal;
459
460  Gi4 = Gamma ( ( -1 + p )*( -1 + Beta_[i] ) / Beta_[i]  );
461
462  Var_T[i] = p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00/Gi0 * (   p *
462! alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 *Atotal1 / (Gi0 * Atot) -
463
464   (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 * (- Atotal2) / (Beta_[i]**3 * Gi0 * Atot) ) -
465
466    (alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0 / (Beta_[i]**3 * Gi0) * ( -m *(alpha_[i]*Beta_[i])**p * Gi1 * Gi2 * R0/
466! (alpha_[i]**2 * Beta_[i]**3 * Gi0 * Atot)+
467
468     p * alpha_[i]*(-1+Beta_[i])*(alpha_[i]*Beta_[i])**(-2+p)*Gi4*Gi2*R00 * (-Atotal2) / (Gi0 * Atot)  );
469
470
471
472  *************** C. I. Shannon  *****************;
473
474  LS_[i] = (S_[i] +  abs( Bias_S[i])) - 1.96 *  SQRT(Var_S[i]);
475  US_[i] = (S_[i] +  abs( Bias_S[i]))  + 1.96 * SQRT(Var_S[i]);
476
477  Leng_S_[i]= US_[i] - LS_[i];
478  If ( (S_Exact >= LS_[i] ) & ( S_Exact <= US_[i]) ) then COV_S[i]=1;
479
480
481  *************** C. I. Renyi  *****************;
482
483  LR_[i] = (R_[i] + abs ( Bias_R[i])) - 1.96 * SQRT(Var_R[i]);
484  UR_[i] = (R_[i] + abs ( Bias_R[i])) + 1.96 * SQRT(Var_R[i]);
485
486  Leng_R_[i]= UR_[i] - LR_[i];
487  If ( (R_Exact >= LR_[i] ) & ( R_Exact <= UR_[i]) ) then COV_R[i]=1;
488
489
490  *************** C. I. Havrda and Charvat  *****************;
491
492  LHC_[i] = (HC_[i] + abs( Bias_HC[i])) - 1.96 *SQRT(Var_HC[i]);
493  UHC_[i] = (HC_[i] + abs( Bias_HC[i])) + 1.96 *SQRT( Var_HC[i]);
494
495  Leng_HC_[i]= UHC_[i] - LHC_[i];
496  If ( (HC_Exact >= LHC_[i] ) & ( HC_Exact <= UHC_[i]) ) then COV_HC[i]=1;
497
498  *************** C. I.Arimoto Entropy  *****************;
499
500  LA_[i] = (A_[i] + abs ( Bias_A[i])) - 1.96 *SQRT(Var_A[i]);
501  UA_[i] = (A_[i] + abs( Bias_A[i])) + 1.96 *SQRT(Var_A[i]);
502
503  Leng_A_[i]= UA_[i] - LA_[i];
504  If ( (A_Exact >= LA_[i] ) & ( A_Exact <= UA_[i]) ) then COV_A[i]=1;
505
506
507  *************** C. I. Tsallis Entropy  *****************;
508
509  LT_[i] = (T_[i] + abs ( Bias_T[i])) - 1.96 *SQRT(Var_T[i]);
510  UT_[i] = (T_[i] + abs ( Bias_T[i])) + 1.96 *SQRT(Var_T[i]);
511
512  Leng_T_[i]= UT_[i] - LT_[i];
513  If ( (T_Exact >= LT_[i] ) & ( T_Exact <= UT_[i]) ) then COV_T[i]=1;
514
515
516
517
518  End;
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: At least one element of the (projected) gradient is greater than 1e-3.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
NOTE: FCONV2 convergence criterion satisfied.
519
520  alpha_mle = alpha_[:];
521  Beta_mle  = Beta_[:];
522
523
524
525  S_MLE  = S_[:];
526
527  R_MLE  = R_[:];
528
529  HC_MLE = HC_[:];
530
531  A_MLE  = A_[:];
532
533  T_MLE  = T_[:];
534
535
536
537  ****************************************************************************;
538
539
540  Bias_S_ADP = Bias_S[:];
541
542  Bias_R_ADP = Bias_R[:];
543
544  Bias_HC_ADP = Bias_HC[:];
545
546  Bias_A_ADP = Bias_A[:];
547
548  Bias_T_ADP = Bias_T[:];
549
550  *print Bias_S_ADP Bias_R_ADP  Bias_HC_ADP Bias_A_ADP  Bias_T_ADP;
551  *******************************************************************************;
552
553
554  MSE_S_ADP = Var_S[:];
555
556  MSE_R_ADP = Var_R[:];
557
558  MSE_HC_ADP = Var_HC[:];
559
560  MSE_A_ADP = Var_A[:];
561
562  MSE_T_ADP = Var_T[:];
563
564  *Print MSE_S_ADP MSE_R_ADP  MSE_HC_ADP MSE_A_ADP  MSE_T_ADP;
565
566  Length_S  = Leng_S_[:];
567  Length_R  = Leng_R_[:];
568  Length_HC = Leng_HC_[:];
569  Length_A  = Leng_A_[:];
570  Length_T  = Leng_T_[:];
571
572  *print Length_S Length_R  Length_HC Length_A    Length_T;
573
574  Coverage_S = COV_S[:];
575  Coverage_R = COV_R[:];
576  Coverage_HC = COV_HC[:];
577  Coverage_A = COV_A[:];
578  Coverage_T = COV_T[:];
579
580  *print Coverage_S Coverage_R  Coverage_HC   Coverage_A  Coverage_T;
581  ****formating the output *******;
582
583
584  BBias=J(5,1);
584!              Length=J(5,1);
584!                            coverage=J(5,1,0);
584!                                               MMSE=J(5,1,0);
585
586  BBias[1,1]=round(Bias_S_ADP,0.0001 );
586!                                                 BBias[2,1]=round(Bias_R_ADP,0.0001 );
586!                                                                                             BBias[3,1]=round(Bias_HC_ADP
586! ,0.0001 );
587  BBias[4,1]=round(Bias_A_ADP,0.0001 );
587!                                                 BBias[5,1]=round(Bias_T_ADP,0.0001 );
588
589  MMSE[1,1]= round(MSE_S_ADP,0.0001 );
589!                                                 MMSE[2,1]= round(MSE_R_ADP,0.0001 );
589!                                                                                             MMSE[3,1]= round(MSE_HC_ADP
589! ,0.0001 );
590  MMSE[4,1]=round(MSE_A_ADP,0.0001 );
590!                                                 MMSE[5,1]= round(MSE_T_ADP,0.0001 );
591
592
593  Length[1,1]=round(Length_S,0.0001 );
593!                                                 Length[2,1]=round(Length_R,0.0001 );
593!                                                                                                 Length[3,1]=round(Length_H
593! C,0.0001 );
594  Length[4,1]=round(Length_A,0.0001 );
594!                                                 Length[5,1]=round(Length_T,0.0001 );
595
596  Coverage[1,1]=round(Coverage_S,0.0001 );
596!                                             Coverage[2,1]=round(Coverage_R,0.0001 );
596!                                                                                             Coverage[3,1]=round(Coverage_H
596! C,0.001 );
597  Coverage[4,1]= round(Coverage_A,0.0001 );
597!                                             Coverage[5,1]= round(Coverage_T,0.0001 );
598
599
600  names={Shannon, Renyi, HC, A, T};
601
602  /*print case option "" NN  n ""  m "     "  p ""  alpha "" beta  ;  */
603
604  /*print names  BBias  "  "   MMSE  " "  Length  "  "   coverage ; */
605
606
607
608
609  Quit;
NOTE: Exiting IML.
NOTE: “PROCEDURE IML”所用时间（总处理时间）:
      实际时间          6.14 秒
      CPU 时间          0.84 秒
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Salah
Quartz | Level 8 Salah
Quartz | Level 8

Re: Unexplained error

Posted a month ago (302 views)  |   In reply to Ksharp

Thank you so much. You are right the errors are all gone once I removed the " ".

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