2009-01-30 12:42:43 -05:00
										 
									 
								 
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								USING: kernel math.blas.matrices math.blas.vectors
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											2008-07-04 23:57:22 -04:00
										 
									 
								 
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								sequences tools.test ;
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								IN: math.blas.matrices.tests
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								! clone
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								[ smatrix{
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								    { 1.0 2.0 3.0 }
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								    { 4.0 5.0 6.0 }
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								    { 7.0 8.0 9.0 }
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								} ] [
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								    smatrix{
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								        { 1.0 2.0 3.0 }
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								        { 4.0 5.0 6.0 }
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								        { 7.0 8.0 9.0 }
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								    } clone
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								] unit-test
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								[ f ] [
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								    smatrix{
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								        { 1.0 2.0 3.0 }
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								        { 4.0 5.0 6.0 }
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								        { 7.0 8.0 9.0 }
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								    } dup clone eq?
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								] unit-test
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								[ dmatrix{
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								    { 1.0 2.0 3.0 }
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								    { 4.0 5.0 6.0 }
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								    { 7.0 8.0 9.0 }
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								} ] [
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								    dmatrix{
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								        { 1.0 2.0 3.0 }
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								        { 4.0 5.0 6.0 }
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								        { 7.0 8.0 9.0 }
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								    } clone
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								] unit-test
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								[ f ] [
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								    dmatrix{
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								        { 1.0 2.0 3.0 }
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								        { 4.0 5.0 6.0 }
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								        { 7.0 8.0 9.0 }
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								    } dup clone eq?
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								] unit-test
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								[ cmatrix{
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								    { C{ 1.0 1.0 } 2.0          3.0          }
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								    { 4.0          C{ 5.0 2.0 } 6.0          }
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								    { 7.0          8.0          C{ 9.0 3.0 } }
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								} ] [
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								    cmatrix{
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								        { C{ 1.0 1.0 } 2.0          3.0          }
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								        { 4.0          C{ 5.0 2.0 } 6.0          }
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								        { 7.0          8.0          C{ 9.0 3.0 } }
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								    } clone
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								] unit-test
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								[ f ] [
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								    cmatrix{
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								        { C{ 1.0 1.0 } 2.0          3.0          }
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								        { 4.0          C{ 5.0 2.0 } 6.0          }
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								        { 7.0          8.0          C{ 9.0 3.0 } }
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								    } dup clone eq?
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								] unit-test
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								[ zmatrix{
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								    { C{ 1.0 1.0 } 2.0          3.0          }
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								    { 4.0          C{ 5.0 2.0 } 6.0          }
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								    { 7.0          8.0          C{ 9.0 3.0 } }
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								} ] [
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								    zmatrix{
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								        { C{ 1.0 1.0 } 2.0          3.0          }
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								        { 4.0          C{ 5.0 2.0 } 6.0          }
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								        { 7.0          8.0          C{ 9.0 3.0 } }
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								    } clone
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								] unit-test
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								[ f ] [
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								    zmatrix{
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								        { C{ 1.0 1.0 } 2.0          3.0          }
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								        { 4.0          C{ 5.0 2.0 } 6.0          }
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								        { 7.0          8.0          C{ 9.0 3.0 } }
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								    } dup clone eq?
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								] unit-test
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								! M.V
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								[ svector{ 3.0 1.0 6.0 } ] [
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								    smatrix{
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								        {  0.0 1.0 0.0 1.0 }
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								        { -1.0 0.0 0.0 2.0 }
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								        {  0.0 0.0 1.0 3.0 }
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								    }
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								    svector{ 1.0 2.0 3.0 1.0 }
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								    M.V
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								] unit-test 
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								[ svector{ -2.0 1.0 3.0 14.0 } ] [
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								    smatrix{
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								        {  0.0 1.0 0.0 1.0 }
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								        { -1.0 0.0 0.0 2.0 }
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								        {  0.0 0.0 1.0 3.0 }
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								    } Mtranspose
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								    svector{ 1.0 2.0 3.0 }
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								    M.V
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								] unit-test 
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								[ dvector{ 3.0 1.0 6.0 } ] [
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								    dmatrix{
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								        {  0.0 1.0 0.0 1.0 }
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								        { -1.0 0.0 0.0 2.0 }
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								        {  0.0 0.0 1.0 3.0 }
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								    }
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								    dvector{ 1.0 2.0 3.0 1.0 }
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								    M.V
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								] unit-test 
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								[ dvector{ -2.0 1.0 3.0 14.0 } ] [
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								    dmatrix{
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								        {  0.0 1.0 0.0 1.0 }
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								        { -1.0 0.0 0.0 2.0 }
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								        {  0.0 0.0 1.0 3.0 }
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								    } Mtranspose
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								    dvector{ 1.0 2.0 3.0 }
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								    M.V
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								] unit-test 
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								[ cvector{ 3.0 C{ 1.0 2.0 } 6.0 } ] [
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								    cmatrix{
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								        {  0.0 1.0          0.0 1.0 }
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								        { -1.0 C{ 0.0 1.0 } 0.0 2.0 }
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								        {  0.0 0.0          1.0 3.0 }
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								    }
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								    cvector{ 1.0 2.0 3.0 1.0 }
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								    M.V
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								] unit-test 
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								[ cvector{ -2.0 C{ 1.0 2.0 } 3.0 14.0 } ] [
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								    cmatrix{
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								        {  0.0 1.0          0.0 1.0 }
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								        { -1.0 C{ 0.0 1.0 } 0.0 2.0 }
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								        {  0.0 0.0          1.0 3.0 }
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								    } Mtranspose
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								    cvector{ 1.0 2.0 3.0 }
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								    M.V
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								] unit-test 
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								[ zvector{ 3.0 C{ 1.0 2.0 } 6.0 } ] [
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								    zmatrix{
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								        {  0.0 1.0          0.0 1.0 }
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								        { -1.0 C{ 0.0 1.0 } 0.0 2.0 }
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								        {  0.0 0.0          1.0 3.0 }
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								    }
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								    zvector{ 1.0 2.0 3.0 1.0 }
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								    M.V
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								] unit-test
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								[ zvector{ -2.0 C{ 1.0 2.0 } 3.0 14.0 } ] [
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								    zmatrix{
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							 | 
							
								
							 | 
							
							
								        {  0.0 1.0          0.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { -1.0 C{ 0.0 1.0 } 0.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        {  0.0 0.0          1.0 3.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zvector{ 1.0 2.0 3.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    M.V
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test 
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! V(*)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 2.0 3.0  4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 4.0 6.0  8.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 6.0 9.0 12.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    svector{ 1.0 2.0 3.0 } svector{ 1.0 2.0 3.0 4.0 } V(*)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 2.0 3.0  4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 4.0 6.0  8.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 6.0 9.0 12.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dvector{ 1.0 2.0 3.0 } dvector{ 1.0 2.0 3.0 4.0 } V(*)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0          2.0          C{ 3.0 -3.0 } 4.0            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0          4.0          C{ 6.0 -6.0 } 8.0            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } C{ 6.0 6.0 } 18.0          C{ 12.0 12.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cvector{ 1.0 2.0 C{ 3.0 3.0 } } cvector{ 1.0 2.0 C{ 3.0 -3.0 } 4.0 } V(*)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0          2.0          C{ 3.0 -3.0 } 4.0            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0          4.0          C{ 6.0 -6.0 } 8.0            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } C{ 6.0 6.0 } 18.0          C{ 12.0 12.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zvector{ 1.0 2.0 C{ 3.0 3.0 } } zvector{ 1.0 2.0 C{ 3.0 -3.0 } 4.0 } V(*)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0  0.0 4.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0 -3.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 4.0  0.0 0.0 10.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0  0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0  0.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0  4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 -3.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 4.0  0.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 10.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0  0.0 4.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0 -3.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 4.0  0.0 0.0 10.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0  0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0  0.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0  4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 -3.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 4.0  0.0  0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 10.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0            0.0 4.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0           -3.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 C{ 4.0 -4.0 }  0.0 0.0 10.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0            0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0           0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 2.0 -2.0 } 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0           3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0  0.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 C{ 4.0 -4.0 } 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 -3.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 4.0  0.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 10.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0           0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 2.0 -2.0 } 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0           3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0            0.0 4.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0           -3.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 C{ 4.0 -4.0 }  0.0 0.0 10.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 0.0            0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0           0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 2.0 -2.0 } 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0           3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0  0.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 C{ 4.0 -4.0 } 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 -3.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 4.0  0.0  0.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0  0.0 10.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0           0.0 4.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 2.0 -2.0 } 0.0 0.0 5.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0           3.0 0.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0 -1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 2.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 0.0  0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose M.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! n*M
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2.0 smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } n*M
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2.0 dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } n*M
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 2.0 1.0 } 0.0           }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0          C{ -1.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    C{ 2.0 1.0 } cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0          }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 0.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } n*M
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 2.0 1.0 } 0.0           }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0          C{ -1.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    C{ 2.0 1.0 } zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0          }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 C{ 0.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } n*M
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! Mrows, Mcols
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ svector{ 3.0 3.0 3.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ svector{ 3.0 2.0 3.0 4.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ svector{ 3.0 3.0 3.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ svector{ 3.0 2.0 3.0 4.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dvector{ 3.0 3.0 3.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dvector{ 3.0 2.0 3.0 4.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dvector{ 3.0 3.0 3.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dvector{ 3.0 2.0 3.0 4.0 } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 3.0 2.0 3.0 4.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cvector{ C{ 3.0 1.0 } C{ 3.0 2.0 } C{ 3.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cvector{ C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cvector{ C{ 3.0 1.0 } C{ 3.0 2.0 } C{ 3.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cvector{ C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zvector{ C{ 3.0 1.0 } C{ 3.0 2.0 } C{ 3.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zvector{ C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zvector{ C{ 3.0 1.0 } C{ 3.0 2.0 } C{ 3.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zvector{ C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } } ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    2 zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols nth
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 3 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mcols length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ 4 ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 1.0 } C{ 2.0 1.0 } C{ 3.0 1.0 } C{ 4.0 1.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 2.0 } C{ 2.0 2.0 } C{ 3.0 2.0 } C{ 4.0 2.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { C{ 1.0 3.0 } C{ 2.0 3.0 } C{ 3.0 3.0 } C{ 4.0 3.0 } }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose Mrows length
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								! Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0 3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } 1 2 2 3 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    smatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0 3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose 2 1 3 2 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0 3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } 1 2 2 3 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 3.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    dmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0 3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 3.0 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0 1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose 2 1 3 2 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0          3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } 1 2 2 3 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0          1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    cmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0          3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose 2 1 3 2 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0          3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } 1 2 2 3 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								[ zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { C{ 3.0 3.0 } 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 2.0          1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    { 1.0          0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								} ] [
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    zmatrix{
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 0.0 1.0 2.0          3.0 2.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 1.0 0.0 C{ 3.0 3.0 } 2.0 1.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        { 2.0 3.0 0.0          1.0 0.0 }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    } Mtranspose 2 1 3 2 Msub
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								] unit-test
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 |