From 13d79d11a52ec2f51a02266bfe086bf45d87b6f7 Mon Sep 17 00:00:00 2001
From: Lubomir Riha <lubomir.riha@vsb.cz>
Date: Mon, 12 Sep 2016 01:50:45 +0200
Subject: [PATCH] code cleaning

---
 preconditioner.h | 3209 ++++++++++++++++++++++------------------------
 solver.h         |   13 +-
 test             |  Bin 632473 -> 593822 bytes
 test.cu          |  255 ++--
 4 files changed, 1605 insertions(+), 1872 deletions(-)

diff --git a/preconditioner.h b/preconditioner.h
index 39dc9c8..ab3f5b7 100644
--- a/preconditioner.h
+++ b/preconditioner.h
@@ -57,37 +57,7 @@ template<class FT>
 __global__ void thomas_kernel(int const m, int block_size, int num_blocks, FT const alpha, FT const beta, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
 
 	int tid = blockIdx.x * blockDim.x + threadIdx.x;
-	if (tid >= m*num_blocks) {
-	  return;
-	}
-
-        int start = (tid / m) * block_size * m + (tid % m);
-
-        FT work_buffer_reg = b[start] * beta / (FT(2) + alpha);
-
-        x[start] = work_buffer_reg;
-        for (int i = 1; i < block_size; ++i) {
-        	int j = start + i*m;
-            work_buffer_reg  = (b[j] * beta + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-			x[j] = work_buffer_reg;
-        }
-
-        //FT x_reg = work_buffer_reg;
-
-        //FT x_reg = x[start + (block_size-1)*m];
-        //x[start + (block_size-1)*m] = x_reg;
 
-        for (int i = block_size-2; i >= 0; --i) {
-        	int j = start + i*m;
-        	work_buffer_reg = x[j] - dev_c_prime[i] * work_buffer_reg;
-            x[j] = work_buffer_reg;
-        }
-}
-
-template<class FT>
-__global__ void thomas_kernel_x(int const m, int block_size, int num_blocks, FT const alpha, FT const beta, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	int tid = blockIdx.x * blockDim.x + threadIdx.x;
 	if (tid >= m*num_blocks) {
 	  return;
 	}
@@ -103,11 +73,6 @@ __global__ void thomas_kernel_x(int const m, int block_size, int num_blocks, FT
 			x[j] = work_buffer_reg;
         }
 
-        //FT x_reg = work_buffer_reg;
-
-        //FT x_reg = x[start + (block_size-1)*m];
-        //x[start + (block_size-1)*m] = x_reg;
-
         for (int i = block_size-2; i >= 0; --i) {
         	int j = start + i*m;
         	work_buffer_reg = x[j] - dev_c_prime[i] * work_buffer_reg;
@@ -126,11 +91,7 @@ __global__ void thomas_kernel_trans(int const m, int block_size, int num_blocks,
 	// b - input
 	// x - output
 
-	//__shared__ FT sh_b[THREADS+1][THREADS];
-
-	//TODO: POZOR
-	//__shared__ FT sh_x[THREADS+1][THREADS];
-	__shared__ FT sh_x[1][1];
+	__shared__ FT sh_x[THREADS+1][THREADS];
 
 	int tid_l = threadIdx.x;
 	int bid   =  blockIdx.x;
@@ -207,184 +168,6 @@ __global__ void thomas_kernel_trans(int const m, int block_size, int num_blocks,
 	}
 
 
-
-
-
-
-
-
-
-
-//	// dev_c_prime - precalculated factors
-//	// b - input
-//	// x - output
-//
-//	__shared__ FT sh_b[THREADS+1][THREADS];
-//	__shared__ FT sh_x[THREADS+1][THREADS];
-//
-//	int tid_l = threadIdx.x;
-//	int bid   =  blockIdx.x;
-//	int tid   =  blockIdx.x * blockDim.x + threadIdx.x;
-//	FT  work_buffer_reg;
-//
-//	//if (bid == 1) return;
-//
-//	#pragma unroll
-//	for (int i = 0; i < THREADS; i++) {
-//		int adr = tid_l + m*(i+bid*THREADS) + 0*THREADS;
-//		FT  val = b[ adr ];
-//		sh_b[tid_l][i] = val;
-//		//if (tid_l == 0) printf("Global addr = %d - %f \n", adr, sh_b[i][tid_l]);
-//	}
-//
-//    //FT work_buffer_reg = sh_b[0][tid_l] * beta / (FT(2) + alpha);
-//    //sh_x[0][tid_l] = work_buffer_reg;
-//	//if (tid_l == 0) printf(" x = %f \n",work_buffer_reg);
-//
-//	for (int l = 0; l < M/THREADS; l++) {
-//		#pragma unroll
-//		for (int i = 0; i < THREADS; ++i) {
-//			// input
-//			FT b_l     = sh_b[i][tid_l];
-//			FT c_prime = dev_c_prime[l*THREADS+i-1];
-//			// calc - ...
-//			work_buffer_reg  = (b_l * beta + work_buffer_reg) / (FT(2) + alpha + c_prime);
-//			// output
-//			sh_x[i][tid_l] = work_buffer_reg;
-//			//if (tid_l == 0) printf(" x = %f \n",work_buffer_reg);
-//		}
-//
-//		// save temp res and get new input data
-//		if ( l < (M/THREADS - 1) ) {
-//			#pragma unroll
-//			for (int i = 0; i < THREADS; i++) {
-//								 x[ tid_l + m*(i+bid*THREADS) +  l   *THREADS ] = sh_x[tid_l][i];
-//				sh_b[tid_l][i] = b[ tid_l + m*(i+bid*THREADS) + (l+1)*THREADS ];
-////				if (tid_l == 0) printf("Global addr = %d", tid_l + m*(i+bid*THREADS) +  l   *THREADS);
-////				if (tid_l == 0) printf(" - %d \n",         tid_l + m*(i+bid*THREADS) + (l+1)*THREADS);
-//			}
-//		}
-//	}
-//
-////	#pragma unroll
-////    for (int i = 0; i < THREADS; ++i) {
-////		// input
-////		FT b_l = sh_b[i][tid_l];
-////		FT c_prime = dev_c_prime[1*THREADS+i-1];
-////		// calc - ...
-////		work_buffer_reg  = (b_l * beta + work_buffer_reg) / (FT(2) + alpha + c_prime);
-////		// output
-////		sh_x[i][tid_l] = work_buffer_reg;
-////		if (tid_l == 0) printf(" x = %f \n",work_buffer_reg);
-////    }
-//
-//    // backward
-//	int level = M/THREADS - 1;
-//	#pragma unroll
-//	for (int i = THREADS-2; i >= 0; --i) {
-//		// input
-//		FT x_l = sh_x[i][tid_l];
-//		// calc - ...
-//		work_buffer_reg = x_l - dev_c_prime[level*THREADS+i] * work_buffer_reg;
-//		// output
-//		sh_x[i][tid_l] = work_buffer_reg;
-////		if (tid_l == 0) printf(" x = %f \n",work_buffer_reg);
-//	}
-//
-//	for (int l = level; l >= 1 ; l--) {
-//		// save temp res and get new input data
-//		#pragma unroll
-//		for (int i = 0; i < THREADS; i++) {
-//							 x[ tid_l + m*(i+bid*THREADS) +  l   *THREADS ] = sh_x[tid_l][i];
-//			sh_x[tid_l][i] = x[ tid_l + m*(i+bid*THREADS) + (l-1)*THREADS ];
-////			if (tid_l == 0) printf("Global addr = %d", tid_l + m*(i+bid*THREADS) + (l-1)*THREADS);
-////			if (tid_l == 0) printf(" - %d \n",         tid_l + m*(i+bid*THREADS) +  l   *THREADS);
-//		}
-//
-//		#pragma unroll
-//		for (int i = THREADS-1; i >= 0; --i) {
-//			// input
-//			FT x_l = sh_x[i][tid_l];
-//			// calc - ...
-//			work_buffer_reg = x_l - dev_c_prime[(l-1)*THREADS+i] * work_buffer_reg;
-//			// output
-//			sh_x[i][tid_l] = work_buffer_reg;
-////			if (tid_l == 0) printf(" x = %f \n",work_buffer_reg);
-//
-//		}
-//
-//	}
-//
-//	#pragma unroll
-//	for (int i = 0; i < THREADS; i++) {
-//		x[ tid_l + m*(i+bid*THREADS) + 0*THREADS ] = sh_x[tid_l][i];
-//	}
-
-
-
-//	// dev_c_prime - precalculated factors
-//	// b - input
-//	// x - output
-//
-//	__shared__ FT sh_b[M * M];
-//	__shared__ FT sh_x[M * M];
-//
-//	int tid_l = threadIdx.x;
-//	int tid   = blockIdx.x * blockDim.x + threadIdx.x;
-//	if (tid >= m*num_blocks) {
-//		return;
-//	}
-//
-//	for (int i = 0; i < m; i++) {
-//		sh_b[ tid_l + m*i] = b[ tid_l + m*i];
-//	}
-//
-//    //int start = (tid / m) * block_size * m + (tid % m);	// start incerements contigously by tid .. 0,1,2,3, ... m
-//    int start = tid*m;
-//
-//    //FT work_buffer_reg = b[start] * beta / (FT(2) + alpha);
-//    FT work_buffer_reg = sh_b[start] * beta / (FT(2) + alpha);
-//    // x[start] = work_buffer_reg;
-//    sh_x[start] = work_buffer_reg;
-//
-//    for (int i = 1; i < block_size; ++i) {
-//	    // address
-//		//int j = start + i*m; // index for input data - start is contigous 0,1,2,3, .. + (0,1,2,3 ... ) * m
-//		int j = start + i;
-//		// input
-//		//FT b_l = b[j];
-//		FT b_l = sh_b[j];
-//		// calc - ...
-//		work_buffer_reg  = (b_l * beta + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-//		// output
-//		sh_x[j] = work_buffer_reg;
-//    }
-//
-//        //FT x_reg = x[start + (block_size-1)*m];
-//        FT x_reg = sh_x[start + block_size-1];
-//        //x[start + (block_size-1)*m] = x_reg;
-//        sh_x[start + block_size-1] = x_reg;
-//
-//        for (int i = block_size-2; i >= 0; --i) {
-//        	// adress
-//        	//int j = start + i*m;
-//        	int j = start + i;
-//            // input
-//        	FT x_l = sh_x[j];
-//        	// calc - ...
-//        	x_reg = x_l - dev_c_prime[i] * x_reg;
-//            // output
-//        	// x[j] = x_reg;
-//        	sh_x[j] = x_reg;
-//        }
-//
-//        __syncthreads();
-//
-//    	for (int i = 0; i < m; i++) {
-//    		x[ tid_l + m*i] = sh_x[ tid_l + m*i];
-//    	}
-
-
 }
 
 
@@ -550,9 +333,9 @@ public:
                 FT *y = b_trans;
                 cublas_transpose(cublas_handle, m, y_trans, y);
 
-                thomas_kernel_x<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, y, x);
+                thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, y, x);
 
-                std::cout << "Tk 1 - cublas trans " << std::endl;
+                //std::cout << "Tk 1 - cublas trans " << std::endl;
 
         	} else {
 
@@ -563,102 +346,21 @@ public:
                 FT const * const b_trans_const = b_trans;
                 thomas_kernel      <FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans_const, x);
               //thomas_kernel      <FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, x);
-                std::cout << "Tk 1 - implicit trans " << std::endl;
+                //std::cout << "Tk 1 - implicit trans " << std::endl;
 
         	}
         }
 
         virtual void run_t(FT const * const b, FT * const x) {
-
-
-                //int block_count = M/THREADS;
-                //int threads_per_block = THREADS;
-
-        		//thomas_kernel_trans<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b, b_trans);
-                thomas_kernel_trans<FT><<<M/THREADS, THREADS >>> (m, m, 1, alpha, beta, c_prime, b, b_trans);
-
-                int block_count = divide_and_round_up(m, thomas_kernel_block_size);
-                int threads_per_block = thomas_kernel_block_size;
-//                thomas_kernel      <FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, x);
-
-
-                cublas_transpose(cublas_handle, m, b, b_trans);
-                FT * const y_trans = x;
-                thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
-                FT * const y = b_trans;
-                cublas_transpose(cublas_handle, m, y_trans, y);
-                thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, y, x);
-
-
-//                std::cout << "Blocks: "<< block_count << "; threads: " <<  threads_per_block << std::endl;
-//
-//                std::cout.setf(std::ios_base::scientific, std::ios_base::floatfield);
-//                std::cout.precision(6);
-//
-//				cublas_transpose(cublas_handle, m, b, x);
-//				thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, x, b_trans);
-//				cublas_transpose(cublas_handle, m, b_trans, x);
-//
-//            	FT *h_x;
-//            	h_x = (FT * ) malloc ( (m*m)*sizeof(FT) );
-//
-//                cudaMemcpy( h_x, x, (m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-//                for (int i = 0; i < m*m; i++) {
-//            		if (i % m == 0) std::cout << std::endl;
-//                	std::cout << h_x[i] << "\t";
-//                }
-//                std::cout << std::endl;
-//
-//                device_memset<FT>(x, FT(0), m*m);
-//
-//                thomas_kernel_trans<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b, x);
-//
-//			    cudaMemcpy( h_x, x, (m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-//			    for (int i = 0; i < m*m; i++) {
-//					if (i % m == 0) std::cout << std::endl;
-//			    	std::cout << h_x[i] << "\t";
-//			    }
-//			    std::cout << std::endl;
-//
-//			    std::cout.unsetf ( std::ios::floatfield );                // floatfield not set
-
-
-
-                std::cout << "Tk 1_t" << std::endl;
-
         }
 
 
 
         virtual void run2(FT const * const b, FT * const x) {
-                FT block_count = divide_and_round_up(m, thomas_kernel_block_size);
-                FT threads_per_block = thomas_kernel_block_size;
-
-                cublas_transpose(cublas_handle, m, b, b_trans);
-                FT *y_trans = x;
-                thomas_kernel2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT) >>>(m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
-                FT *y = b_trans;
-                cublas_transpose(cublas_handle, m, y_trans, y);
-
-                thomas_kernel2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT) >>>(m, m, 1, alpha, beta, c_prime, y, x);
-
-		std::cout << "Tk 2" << std::endl;
-	}
+        }
 
 
         virtual void run3(FT const * const b, FT * const x) {
-                FT block_count = divide_and_round_up(m, thomas_kernel_block_size);
-                FT threads_per_block = thomas_kernel_block_size;
-
-                cublas_transpose(cublas_handle, m, b, b_trans);
-                FT *y_trans = x;
-                thomas_kernel3<FT><<<block_count, threads_per_block, 2 * threads_per_block * (m+1) * sizeof(FT) >>>(m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
-                FT *y = b_trans;
-                cublas_transpose(cublas_handle, m, y_trans, y);
-
-                thomas_kernel3<FT><<<block_count, threads_per_block, 2 * threads_per_block * (m+1) * sizeof(FT) >>>(m, m, 1, alpha, beta, c_prime, y, x);
-
-                std::cout << "Tk 3" << std::endl;
         }
 
 
@@ -670,678 +372,678 @@ public:
 
 };
 
-/*
- *      Kernel that performs the thomas algorithm for the 3D problem. Used for ThomasPreconditioner3
- *
- *      @param FT Field Type - Either float or double
- *      @param m grid size i.e. M is of size mxm
- *      @param n number of vectors that we invert simultanously. Usually has value m*m
- *      @param alpha > 0.
- *      @param alpha_23 = alpha^(2/3)
- *      @param c_prime coefficients for the thomas algorithm that where precualculated
- *      @param b != NULL input vector of size m*n
- *      @param x != NULL output vector of size m*n
- *
- *      @return M\X
- *
- */
-
-template<class FT>
-__global__ void thomas_kernel3D(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	int tid = blockIdx.x * blockDim.x + threadIdx.x;
-
-	if (tid >= n) {
-	  return;
-	}
-
-        int start = tid;
-
-
-        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-        x[start] = work_buffer_reg;
-
-        for (int i = 1; i < m; ++i) {
-                int j = start + i*n;
-                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-                x[j] = work_buffer_reg;
-        }
-
-        FT x_reg = x[start + (m-1)*n];
-        x[start + (m-1)*n] = x_reg;
-
-        for (int i = m-2; i >= 0; --i) {
-                int j = start + i*n;
-                x_reg = x[j] - dev_c_prime[i] * x_reg;
-                x[j] = x_reg;
-        }
-}
-
-
-template<class FT>
-__global__ void thomas_kernel3D_X1(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	int n = m*m;
-	int tid = blockIdx.x * blockDim.x + threadIdx.x;
-
-	if (tid >= n) {
-	  return;
-	}
-
-        int start = tid;
-
-
-        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-        x[start] = work_buffer_reg;
-
-        for (int i = 1; i < m; ++i) {
-                int j = start + i*n;
-                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-                x[j] = work_buffer_reg;
-        }
-
-        FT x_reg = x[start + (m-1)*n];
-        x[start + (m-1)*n] = x_reg;
-
-        for (int i = m-2; i >= 0; --i) {
-                int j = start + i*n;
-                x_reg = x[j] - dev_c_prime[i] * x_reg;
-                x[j] = x_reg;
-        }
-}
-
-
-template<class FT>
-__global__ void thomas_kernel3D_X2(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	int n = m*m;
-	int tid = blockIdx.x * blockDim.x + threadIdx.x;
-
-	if (tid >= n) {
-	  return;
-	}
-
-        int start = (n) * (tid/m) + (tid % m); // + (i * m)
-
-
-        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-        x[start] = work_buffer_reg;
-
-        for (int i = 1; i < m; ++i) {
-                int j = start + i*m;
-                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-                x[j] = work_buffer_reg;
-        }
-
-        FT x_reg = x[start + (m-1)*m];
-        x[start + (m-1)*m] = x_reg;
-
-        for (int i = m-2; i >= 0; --i) {
-                int j = start + i*m;
-                x_reg = x[j] - dev_c_prime[i] * x_reg;
-                x[j] = x_reg;
-        }
-}
-
-
-
-template<class FT>
-__global__ void thomas_kernel3D_XT(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	//#define TILE_SIZE 2
-	//TODO: Should be #define
-	//int TILE_SIZE = blockDim.x;
-
-	__shared__ FT sh_b[TILE_SIZE][TILE_SIZE+1];
-	__shared__ FT sh_x[TILE_SIZE][TILE_SIZE+1];
-
-	int TILES = m / TILE_SIZE;
-
-	int tid_l =  threadIdx.x;
-	int bid   =  blockIdx.x;
-	int tid   =  blockIdx.x * blockDim.x + threadIdx.x;
-
-	// Basis of an adress used to read dat from global memory to tiles in shared memory
-	// - this is rused multiple times
-	//int base_addr = tid_l + m*m*TILE_SIZE*(bid%TILE_SIZE) + (bid/TILE_SIZE)*m;
-	int base_addr = tid_l +
-					(tid / m) * m +
-				    (m*m) * TILE_SIZE *  ( bid % (m / TILE_SIZE));
-			//    + tile * TILE_SIZE
-			//    + i*m*m
-
-    // **************************************************************************************************************
-    // *** Forward substitution ************************************************************************************
-
-	// Read input data to fill the first tile in shared memoru
-	#pragma unroll
-	for (int i = 0; i < TILE_SIZE; i++) {
-		int a = base_addr +  m*m*i;
-		sh_b[tid_l][i] = b[a];
-		//printf("tid = %d - SM a = [%d,%d] - g a = %d ; val = %f \n", tid, tid_l, i, a, b[ a ] );
-	}
-
-	// Calculate first element of the forward substitution
-    FT work_buffer_reg = sh_b[0][tid_l] * alpha_23 / (FT(2) + alpha);
-    sh_x[0][tid_l] = work_buffer_reg;
-    //printf("A tid = %d - work_buffer_reg = %f ; in_val = %f \n", tid, work_buffer_reg, sh_b[0][tid_l]);
-
-    // Calculate the rest of the forward substitution for the first tile
-    #pragma unroll
-    for (int i = 1; i < TILE_SIZE; ++i) {
-        int ca = i - 1;
-    	work_buffer_reg  = (sh_b[i][tid_l] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[ca]);
-        sh_x[i][tid_l] = work_buffer_reg;
-        //printf("X tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
-    }
-
-    // Save results of for the first tile to the global memory
-	#pragma unroll
-	for (int i = 0; i < TILE_SIZE; i++) {
-		int a = base_addr +  m*m*i;
-		x[a] = sh_x[tid_l][i];
-		//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-	}
-
-	// Processing of the remaining tiles
-    for (int tile = 1; tile < TILES; tile++) {
-
-    	// Read data from global memory to tile in shared memory
-    	#pragma unroll
-		for (int i = 0; i < TILE_SIZE; i++) {
-			int a = base_addr + m*m*i + (tile * TILE_SIZE);
-			sh_b[tid_l][i] = b[a];
-			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-		}
-
-		// Calculate forward substitution for the current tile
-    	#pragma unroll
-		for (int i = 0; i < TILE_SIZE; i++) {
-			int ca = (tile * TILE_SIZE) + i - 1;
-            work_buffer_reg  = (sh_b[i][tid_l] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[ca]);
-            sh_x[i][tid_l] = work_buffer_reg;
-            //printf("Z tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
-		}
-
-		// Save the results of the forward substitution of the current tile to a global memory - this does not have to be done fot the last tile
-		#pragma unroll
-		for (int i = 0; i < TILE_SIZE; i++) {
-			int a = base_addr + m*m*i + (tile * TILE_SIZE);
-			x[a] = sh_x[tid_l][i];
-			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-		}
-
-
-    }
-    // *** END - Forward substitution ************************************************************************************
-    // **************************************************************************************************************
-
-    __syncthreads();
-
-    // **************************************************************************************************************
-    // *** Backward substitution ************************************************************************************
-
-    // Backward substitution - last TILE - compute backward substitution using data already stored in tile in shared memory
-	#pragma unroll
-    for (int i = TILE_SIZE-2; i >= 0; --i) {
-    	int ca = (TILES-1) * TILE_SIZE + i;
-    	work_buffer_reg = sh_x[i][tid_l] - dev_c_prime[ ca ] * work_buffer_reg;
-        sh_x[i][tid_l] = work_buffer_reg;
-        //printf("B0 - tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, m - TILE_SIZE + i);
-
-    }
-
-    // Backward substitution - last TILE - store results from tile in shared memory to global memory
-	#pragma unroll
-	for (int i = 0; i < TILE_SIZE; i++) {
-		int a = base_addr +  m*m*i + (TILES-1) * TILE_SIZE;   //m - TILE_SIZE;
-		x[ a ] = sh_x[tid_l][i];
-		//printf("Sav0 - tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-	}
-
-    // Backward substitution - remainig tiles
-    for (int tile = TILES - 2; tile >= 0; tile--) {
-
-    	// Load new tile from global memory to tile in shared memory
-    	#pragma unroll
-		for (int i = 0; i < TILE_SIZE; i++) {
-			//sh_b[tid_l][i] = b[ start + m * m * ( tile * TILE_SIZE + i ) ];
-			int a = base_addr + m*m*i + tile * TILE_SIZE;
-			sh_b[tid_l][i] = x[ a ];
-			//printf("Lod1 - tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-		}
-
-		// compute backward substitution - use date stored in tile in shared memory
-		#pragma unroll
-		for (int i = TILE_SIZE-1; i >= 0; --i) {
-			int ca = tile * TILE_SIZE + i;
-			work_buffer_reg = sh_b[i][tid_l] - dev_c_prime[ca] * work_buffer_reg;
-			sh_x[i][tid_l] = work_buffer_reg;
-            //printf("B1 - tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
-		}
-
-		// Store current tile from shared memory to global memory
-		#pragma unroll
-		for (int i = 0; i < TILE_SIZE; i++) {
-			//sh_b[tid_l][i] = b[ start + m * m * ( tile * TILE_SIZE + i ) ];
-			int a = base_addr + m*m*i + tile * TILE_SIZE;
-			x[a] = sh_x[tid_l][i];
-			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
-		}
-
-    }
-    // *** Backward substitution - END ******************************************************************************
-    // **************************************************************************************************************
-
-	return;
-
-
-
-}
-
-
-
-
-template<class FT>
-__global__ void thomas_kernel3DT(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x, FT * const __restrict__ tmp_g) {
-
-#define T 		W
-//#define THREADS 	4
-//#define BLOCKS		4
-
-	__shared__ FT SM [THREADS/T][T][T];
-
-	int tid	 	= blockIdx.x * blockDim.x + threadIdx.x;
-	int tmt	    = threadIdx.x % T;
-	int tdt		= threadIdx.x / T;
-
-	FT x_reg;
-
-	if (tid >= n) {
-		return;
-	}
-
-	int start = tid;
-
-	FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-
-	tmp_g[start] = work_buffer_reg;
-	for (int i = 1; i < m; ++i) {
-		int        j   = start + i*n;
-		double input   = b[j];
-		double c_prime = dev_c_prime[i-1];
-
-		work_buffer_reg  = (input * alpha_23 + work_buffer_reg) / (double(2) + alpha + c_prime);
-		tmp_g[j] = work_buffer_reg;
-	}
-
-	x_reg = tmp_g[start + (m-1)*n];
-	SM[tdt][tmt][0] = x_reg;
-
-	for (int i = 1; i < T; i++) {
-		int j = start + (m-1-i)*n;
-		x_reg = tmp_g[j] - dev_c_prime[ (m-1-i) ] * x_reg;
-		SM[tdt][tmt][i] = x_reg;
-	}
-
-
-	int addr1	 = T * tdt;
-	int addr2	 = blockIdx.x;
-	int addr3 	 = m - 1 - tmt;
-	int addr4;
-
-	int addr	 = (addr2 * m * m) + addr3;
-
-	for (int i = 0; i < T; i++) {
-		x[ addr + (addr1 + i) * m ] = SM[tdt][i][tmt];
-	}
-
-	for (int T_loop = 1; T_loop < m/T; T_loop++) {
-
-		int T_offset 	= T * T_loop;
-		addr4 	= m - 1 - T_offset;
-		addr3   = addr4 - tmt;
-		addr    = (addr2 * m * m) + addr3;
-
-		for (int i = 0; i < T; i++) {
-			int g_addr = addr4 - i;
-			int j 	   = start + n * g_addr;
-
-			x_reg           = tmp_g[j] - dev_c_prime[ g_addr ] * x_reg;
-			SM[tdt][tmt][i] = x_reg;
-		}
-
-		for (int i = 0; i < T; i++) {
-			x[ addr + (addr1 + i) * m ] = SM[tdt][i][tmt];
-		}
-
-
-	}
-
-
-
-	//	int addr3D(int s, int r, int c, int m){ //[system, row, col_in_system = coallesced]
-	//	  return s*m + r*m*m + c;
-	//	}
-
-
-}
-
-
-
-// Thomas algorithm with storing intermediate results in shared memory - saves one global memory read and global memory write into x - compare with previous Thomas kernel
-template<class FT>
-__global__ void thomas_kernel3D2(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-	extern __shared__ FT xs[];
-
-	int tid   = blockIdx.x * blockDim.x + threadIdx.x;
-	int tid_l = threadIdx.x;
-	int block_size = m;
-
-        if (tid >= n) {
-          return;
-        }
-
-        int start = tid;
-
-        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-
-        //x[start] = work_buffer_reg;
-        xs[tid_l * block_size + 0 + tid_l] = work_buffer_reg;
-	for (int i = 1; i < m; ++i) {
-                int j = start + i*n;
-                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-                //x[j] = work_buffer_reg;
-		xs[ tid_l * block_size + i + tid_l ] = work_buffer_reg;
-        }
-
-        FT x_reg = work_buffer_reg; //x[start + (m-1)*n];
-        x[start + (m-1)*n] = x_reg;
-        for (int i = m-2; i >= 0; --i) {
-                int j = start + i*n;
-                //x_reg = x[j] - dev_c_prime[i] * x_reg;
-                x_reg = xs[tid_l * block_size + i + tid_l] - dev_c_prime[i] * x_reg;
-		x[j] = x_reg;
-        }
-
-}
-
-
-
-template<class FT>
-__global__ void thomas_kernel3D3(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-
-
-}
-
-
-/*
- *      Preconditioner for the 3D problem. Uses the thomas algorithm to invert M.
- *
- *      @param FT Field Type - Either float or double
- *
- */
-template<class FT>
-class ThomasPreconditioner3D : public Preconditioner<FT> {
-private:
-        FT *c_prime;
-        int m;
-        cublasHandle_t cublas_handle;
-        FT *b_trans;
-        FT alpha, alpha_23;
-
-        int thomas_kernel_block_size;
-public:
-        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
-                this->m = m;
-                this->alpha = alpha;
-                this-> cublas_handle = cublas_handle;
-
-                FT *host_c_prime = new FT[m];
-
-                alpha_23 = pow(alpha, FT(2)/FT(3));
-
-                host_c_prime[0] = FT(-1) / (alpha + FT(2));
-                for (int i = 1; i < m; ++i) {
-                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
-                }
-
-                cudaMalloc((void **) &c_prime, m*sizeof(FT));
-                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
-
-                delete[] host_c_prime;
-
-                cudaMalloc((void **) &b_trans, m*m*m*sizeof(FT));
-
-                int minGridSize;
-                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &thomas_kernel_block_size, thomas_kernel3D<FT>, 0, m*m);
-
-
-
-
-        }
-
-        virtual void run(FT const * const b, FT * const x) {
-        	FT block_count       = m; //divide_and_round_up(m*m, thomas_kernel_block_size);
-        	FT threads_per_block = m; //thomas_kernel_block_size;
-
-        	std::cout << "Blocks            = " << block_count << std::endl;
-        	std::cout << "threads_per_block = " << threads_per_block << std::endl;
-
-        	//int n = m*m*m;
-
-        	// delete --------------
-
-        	FT *h_x;
-        	h_x  = (FT * ) malloc ( (m*m*m)*sizeof(FT) );
-        	FT *h_x2;
-        	h_x2 = (FT * ) malloc ( (m*m*m)*sizeof(FT) );
-
-        	cudaMemcpy( h_x, b, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		if (m <= 8) std::cout << h_x[i] << "\t";
-        	}
-        	if (m <= 8) std::cout << std::endl;
-
-        	FT *xx = x;
-
-        	FT *bb;
-        	cudaMalloc((void **) &bb, m*m*m*sizeof(FT));
-        	FT *bbb;
-        	cudaMalloc((void **) &bbb, m*m*m*sizeof(FT));
-        	FT *bbbb;
-        	cudaMalloc((void **) &bbbb, m*m*m*sizeof(FT));
-
-
-        	// Ker 1 *************
-
-        	device_memset<FT>(xx, FT(0), m*m*m);
-        	thomas_kernel3D_X1<FT><<<block_count, threads_per_block>>>(m, alpha, alpha_23, c_prime, b, xx); //bb);
-
-        	FT sum = 0.0;
-        	cudaMemcpy( h_x, xx, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		//std::cout << h_x[i] << "\t";
-        		if (m <= 8) printf("%4.1f\t",h_x[i]);
-
-        		sum+=h_x[i];
-        	}
-        	if (m <= 8) std::cout << std::endl;
-        	std::cout << sum << std::endl;
-
-        	// Ker 2 *****************
-
-        	cublas_transpose2(cublas_handle, m, m*m, b, bb);
-        	device_memset<FT>(xx, FT(0), m*m*m);
-        	cudaMemcpy( h_x, bb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		if (m <= 8) std::cout << h_x[i] << "\t";
-        	}
-        	if (m <= 8) std::cout << std::endl;
-
-        	thomas_kernel3D_X2<FT><<<block_count, threads_per_block>>>(m, alpha, alpha_23, c_prime, bb, xx); //bb);
-        	cublas_transpose2(cublas_handle, m*m, m, xx, bbb);
-
-
-        	cudaMemcpy( h_x, bbb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-        	sum = 0.0;
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		//std::cout << h_x[i] << "\t";
-        		if (m <= 8) printf("%4.1f\t",h_x[i]);
-        		sum+=h_x[i];
-        		h_x2[i] = h_x[i];
-        	}
-        	if (m <= 8) std::cout << std::endl;
-        	std::cout << sum <<std::endl;
-
-
-        	// Ker 3 *****************
-
-        	cublas_transpose2(cublas_handle, m, m*m, b, bb);
-        	cublas_transpose2(cublas_handle, m, m*m, bb, bbb);
-
-        	device_memset<FT>(xx, FT(0), m*m*m);
-        	cudaMemcpy( h_x, bbb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		if (m <= 8) std::cout << h_x[i] << "\t";
-        	}
-        	if (m <= 8) std::cout << std::endl;
-
-        	int blocks  = m*m / TILE_SIZE;
-        	int threads = TILE_SIZE;
-        	//blocks = 1;
-        	//threads = 2;
-        	std::cout << "\nThomas 3D Tiled kernel - Blocks: " << blocks << " Threads = " << threads << "\n";
-
-        	thomas_kernel3D_XT<FT><<<blocks, threads>>>(m, alpha, alpha_23, c_prime, bbb, xx); //bb);
-
-        	cublas_transpose2(cublas_handle, m*m, m, xx, bbb);
-        	cublas_transpose2(cublas_handle, m*m, m, bbb, xx);
-
-        	cudaMemcpy( h_x, xx, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
-        	sum = 0.0;
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		//std::cout << h_x[i] << "\t";
-        		if (m <= 8)
-        			printf("%4.1f\t",h_x[i]);
-        		sum+=h_x[i];
-        	}
-        	if (m <= 8) std::cout << std::endl;
-        	std::cout << sum <<std::endl;
-
-
-        	sum = 0.0;
-        	for (int i = 0; i < m*m*m; i++) {
-        		if (m <= 8)
-        			if (i % (m*m) == 0)
-        				std::cout << std::endl;
-        		//std::cout << h_x[i] << "\t";
-        		if (m <= 8)
-        			printf("%4.1f\t",h_x2[i] - h_x[i]);
-
-        		sum+=h_x[i];
-        	}
-        	if (m <= 8) std::cout << std::endl;
-        	std::cout << sum <<std::endl;
-
-
-        	cudaFree(bb);
-        	cudaFree(bbb);
-        	cudaFree(bbbb);
-
-
-        	//device_memset<FT>(x, FT(0), m*m);
-
-        	// delete --------------
-
-        	return;
-
-        	FT *y = x;
-        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, b, y);
-
-        	FT *y_trans = b_trans;
-        	cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
-
-        	FT *z_trans = y;
-        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, y_trans, z_trans);
-
-        	FT *z_trans2 = y_trans;
-        	cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
-        	FT *x_trans2 = z_trans;
-
-        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, z_trans2, x_trans2);
-        	FT *x_trans = z_trans2;
-        	cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
-
-        	cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
-        }
-
-
-        virtual void run2(FT const * const b, FT * const x) {
-
-		std::cout << "thomas_kernel_block_size = " << thomas_kernel_block_size << std::endl;
-
-		int inverses_per_block = 32;
-
-                FT block_count =  divide_and_round_up(m*m, inverses_per_block); // thomas_kernel_block_size);
-                FT threads_per_block = inverses_per_block; //thomas_kernel_block_size;
-
-                //int n = m*m*m;
-
-
-                FT *y = x;
-                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, b, y);
-
-                FT *y_trans = b_trans;
-                cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
-
-                FT *z_trans = y;
-                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, y_trans, z_trans);
-
-                FT *z_trans2 = y_trans;
-                cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
-                FT *x_trans2 = z_trans;
-
-                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, z_trans2, x_trans2);
-                FT *x_trans = z_trans2;
-                cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
-
-                cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
-        }
-
-        virtual void run3(FT const * const b, FT * const x) {
-        }
-
-        virtual void run_t(FT const * const b, FT * const x) {
-        }
-
-        ~ThomasPreconditioner3D() {
-                cudaFree(c_prime);
-                cudaFree(b_trans);
-        }
-
-};
+///*
+// *      Kernel that performs the thomas algorithm for the 3D problem. Used for ThomasPreconditioner3
+// *
+// *      @param FT Field Type - Either float or double
+// *      @param m grid size i.e. M is of size mxm
+// *      @param n number of vectors that we invert simultanously. Usually has value m*m
+// *      @param alpha > 0.
+// *      @param alpha_23 = alpha^(2/3)
+// *      @param c_prime coefficients for the thomas algorithm that where precualculated
+// *      @param b != NULL input vector of size m*n
+// *      @param x != NULL output vector of size m*n
+// *
+// *      @return M\X
+// *
+// */
+//
+//template<class FT>
+//__global__ void thomas_kernel3D(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//	int tid = blockIdx.x * blockDim.x + threadIdx.x;
+//
+//	if (tid >= n) {
+//	  return;
+//	}
+//
+//        int start = tid;
+//
+//
+//        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//        x[start] = work_buffer_reg;
+//
+//        for (int i = 1; i < m; ++i) {
+//                int j = start + i*n;
+//                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
+//                x[j] = work_buffer_reg;
+//        }
+//
+//        FT x_reg = x[start + (m-1)*n];
+//        x[start + (m-1)*n] = x_reg;
+//
+//        for (int i = m-2; i >= 0; --i) {
+//                int j = start + i*n;
+//                x_reg = x[j] - dev_c_prime[i] * x_reg;
+//                x[j] = x_reg;
+//        }
+//}
+//
+//
+//template<class FT>
+//__global__ void thomas_kernel3D_X1(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//	int n = m*m;
+//	int tid = blockIdx.x * blockDim.x + threadIdx.x;
+//
+//	if (tid >= n) {
+//	  return;
+//	}
+//
+//        int start = tid;
+//
+//
+//        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//        x[start] = work_buffer_reg;
+//
+//        for (int i = 1; i < m; ++i) {
+//                int j = start + i*n;
+//                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
+//                x[j] = work_buffer_reg;
+//        }
+//
+//        FT x_reg = x[start + (m-1)*n];
+//        x[start + (m-1)*n] = x_reg;
+//
+//        for (int i = m-2; i >= 0; --i) {
+//                int j = start + i*n;
+//                x_reg = x[j] - dev_c_prime[i] * x_reg;
+//                x[j] = x_reg;
+//        }
+//}
+//
+//
+//template<class FT>
+//__global__ void thomas_kernel3D_X2(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//	int n = m*m;
+//	int tid = blockIdx.x * blockDim.x + threadIdx.x;
+//
+//	if (tid >= n) {
+//	  return;
+//	}
+//
+//        int start = (n) * (tid/m) + (tid % m); // + (i * m)
+//
+//
+//        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//        x[start] = work_buffer_reg;
+//
+//        for (int i = 1; i < m; ++i) {
+//                int j = start + i*m;
+//                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
+//                x[j] = work_buffer_reg;
+//        }
+//
+//        FT x_reg = x[start + (m-1)*m];
+//        x[start + (m-1)*m] = x_reg;
+//
+//        for (int i = m-2; i >= 0; --i) {
+//                int j = start + i*m;
+//                x_reg = x[j] - dev_c_prime[i] * x_reg;
+//                x[j] = x_reg;
+//        }
+//}
+//
+//
+//
+//template<class FT>
+//__global__ void thomas_kernel3D_XT(int const m, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//	//#define TILE_SIZE 2
+//	//TODO: Should be #define
+//	//int TILE_SIZE = blockDim.x;
+//
+//	__shared__ FT sh_b[TILE_SIZE][TILE_SIZE+1];
+//	__shared__ FT sh_x[TILE_SIZE][TILE_SIZE+1];
+//
+//	int TILES = m / TILE_SIZE;
+//
+//	int tid_l =  threadIdx.x;
+//	int bid   =  blockIdx.x;
+//	int tid   =  blockIdx.x * blockDim.x + threadIdx.x;
+//
+//	// Basis of an adress used to read dat from global memory to tiles in shared memory
+//	// - this is rused multiple times
+//	//int base_addr = tid_l + m*m*TILE_SIZE*(bid%TILE_SIZE) + (bid/TILE_SIZE)*m;
+//	int base_addr = tid_l +
+//					(tid / m) * m +
+//				    (m*m) * TILE_SIZE *  ( bid % (m / TILE_SIZE));
+//			//    + tile * TILE_SIZE
+//			//    + i*m*m
+//
+//    // **************************************************************************************************************
+//    // *** Forward substitution ************************************************************************************
+//
+//	// Read input data to fill the first tile in shared memoru
+//	#pragma unroll
+//	for (int i = 0; i < TILE_SIZE; i++) {
+//		int a = base_addr +  m*m*i;
+//		sh_b[tid_l][i] = b[a];
+//		//printf("tid = %d - SM a = [%d,%d] - g a = %d ; val = %f \n", tid, tid_l, i, a, b[ a ] );
+//	}
+//
+//	// Calculate first element of the forward substitution
+//    FT work_buffer_reg = sh_b[0][tid_l] * alpha_23 / (FT(2) + alpha);
+//    sh_x[0][tid_l] = work_buffer_reg;
+//    //printf("A tid = %d - work_buffer_reg = %f ; in_val = %f \n", tid, work_buffer_reg, sh_b[0][tid_l]);
+//
+//    // Calculate the rest of the forward substitution for the first tile
+//    #pragma unroll
+//    for (int i = 1; i < TILE_SIZE; ++i) {
+//        int ca = i - 1;
+//    	work_buffer_reg  = (sh_b[i][tid_l] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[ca]);
+//        sh_x[i][tid_l] = work_buffer_reg;
+//        //printf("X tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
+//    }
+//
+//    // Save results of for the first tile to the global memory
+//	#pragma unroll
+//	for (int i = 0; i < TILE_SIZE; i++) {
+//		int a = base_addr +  m*m*i;
+//		x[a] = sh_x[tid_l][i];
+//		//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//	}
+//
+//	// Processing of the remaining tiles
+//    for (int tile = 1; tile < TILES; tile++) {
+//
+//    	// Read data from global memory to tile in shared memory
+//    	#pragma unroll
+//		for (int i = 0; i < TILE_SIZE; i++) {
+//			int a = base_addr + m*m*i + (tile * TILE_SIZE);
+//			sh_b[tid_l][i] = b[a];
+//			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//		}
+//
+//		// Calculate forward substitution for the current tile
+//    	#pragma unroll
+//		for (int i = 0; i < TILE_SIZE; i++) {
+//			int ca = (tile * TILE_SIZE) + i - 1;
+//            work_buffer_reg  = (sh_b[i][tid_l] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[ca]);
+//            sh_x[i][tid_l] = work_buffer_reg;
+//            //printf("Z tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
+//		}
+//
+//		// Save the results of the forward substitution of the current tile to a global memory - this does not have to be done fot the last tile
+//		#pragma unroll
+//		for (int i = 0; i < TILE_SIZE; i++) {
+//			int a = base_addr + m*m*i + (tile * TILE_SIZE);
+//			x[a] = sh_x[tid_l][i];
+//			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//		}
+//
+//
+//    }
+//    // *** END - Forward substitution ************************************************************************************
+//    // **************************************************************************************************************
+//
+//    __syncthreads();
+//
+//    // **************************************************************************************************************
+//    // *** Backward substitution ************************************************************************************
+//
+//    // Backward substitution - last TILE - compute backward substitution using data already stored in tile in shared memory
+//	#pragma unroll
+//    for (int i = TILE_SIZE-2; i >= 0; --i) {
+//    	int ca = (TILES-1) * TILE_SIZE + i;
+//    	work_buffer_reg = sh_x[i][tid_l] - dev_c_prime[ ca ] * work_buffer_reg;
+//        sh_x[i][tid_l] = work_buffer_reg;
+//        //printf("B0 - tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, m - TILE_SIZE + i);
+//
+//    }
+//
+//    // Backward substitution - last TILE - store results from tile in shared memory to global memory
+//	#pragma unroll
+//	for (int i = 0; i < TILE_SIZE; i++) {
+//		int a = base_addr +  m*m*i + (TILES-1) * TILE_SIZE;   //m - TILE_SIZE;
+//		x[ a ] = sh_x[tid_l][i];
+//		//printf("Sav0 - tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//	}
+//
+//    // Backward substitution - remainig tiles
+//    for (int tile = TILES - 2; tile >= 0; tile--) {
+//
+//    	// Load new tile from global memory to tile in shared memory
+//    	#pragma unroll
+//		for (int i = 0; i < TILE_SIZE; i++) {
+//			//sh_b[tid_l][i] = b[ start + m * m * ( tile * TILE_SIZE + i ) ];
+//			int a = base_addr + m*m*i + tile * TILE_SIZE;
+//			sh_b[tid_l][i] = x[ a ];
+//			//printf("Lod1 - tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//		}
+//
+//		// compute backward substitution - use date stored in tile in shared memory
+//		#pragma unroll
+//		for (int i = TILE_SIZE-1; i >= 0; --i) {
+//			int ca = tile * TILE_SIZE + i;
+//			work_buffer_reg = sh_b[i][tid_l] - dev_c_prime[ca] * work_buffer_reg;
+//			sh_x[i][tid_l] = work_buffer_reg;
+//            //printf("B1 - tid = %d - work_buffer_reg = %f - prim a = %d \n", tid, work_buffer_reg, ca);
+//		}
+//
+//		// Store current tile from shared memory to global memory
+//		#pragma unroll
+//		for (int i = 0; i < TILE_SIZE; i++) {
+//			//sh_b[tid_l][i] = b[ start + m * m * ( tile * TILE_SIZE + i ) ];
+//			int a = base_addr + m*m*i + tile * TILE_SIZE;
+//			x[a] = sh_x[tid_l][i];
+//			//printf("tid = %d - SM a = [%d,%d] - g a = %d \n", tid, tid_l, i, a );
+//		}
+//
+//    }
+//    // *** Backward substitution - END ******************************************************************************
+//    // **************************************************************************************************************
+//
+//	return;
+//
+//
+//
+//}
+//
+//
+//
+//
+//template<class FT>
+//__global__ void thomas_kernel3DT(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x, FT * const __restrict__ tmp_g) {
+//
+//#define T 		W
+////#define THREADS 	4
+////#define BLOCKS		4
+//
+//	__shared__ FT SM [THREADS/T][T][T];
+//
+//	int tid	 	= blockIdx.x * blockDim.x + threadIdx.x;
+//	int tmt	    = threadIdx.x % T;
+//	int tdt		= threadIdx.x / T;
+//
+//	FT x_reg;
+//
+//	if (tid >= n) {
+//		return;
+//	}
+//
+//	int start = tid;
+//
+//	FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//
+//	tmp_g[start] = work_buffer_reg;
+//	for (int i = 1; i < m; ++i) {
+//		int        j   = start + i*n;
+//		double input   = b[j];
+//		double c_prime = dev_c_prime[i-1];
+//
+//		work_buffer_reg  = (input * alpha_23 + work_buffer_reg) / (double(2) + alpha + c_prime);
+//		tmp_g[j] = work_buffer_reg;
+//	}
+//
+//	x_reg = tmp_g[start + (m-1)*n];
+//	SM[tdt][tmt][0] = x_reg;
+//
+//	for (int i = 1; i < T; i++) {
+//		int j = start + (m-1-i)*n;
+//		x_reg = tmp_g[j] - dev_c_prime[ (m-1-i) ] * x_reg;
+//		SM[tdt][tmt][i] = x_reg;
+//	}
+//
+//
+//	int addr1	 = T * tdt;
+//	int addr2	 = blockIdx.x;
+//	int addr3 	 = m - 1 - tmt;
+//	int addr4;
+//
+//	int addr	 = (addr2 * m * m) + addr3;
+//
+//	for (int i = 0; i < T; i++) {
+//		x[ addr + (addr1 + i) * m ] = SM[tdt][i][tmt];
+//	}
+//
+//	for (int T_loop = 1; T_loop < m/T; T_loop++) {
+//
+//		int T_offset 	= T * T_loop;
+//		addr4 	= m - 1 - T_offset;
+//		addr3   = addr4 - tmt;
+//		addr    = (addr2 * m * m) + addr3;
+//
+//		for (int i = 0; i < T; i++) {
+//			int g_addr = addr4 - i;
+//			int j 	   = start + n * g_addr;
+//
+//			x_reg           = tmp_g[j] - dev_c_prime[ g_addr ] * x_reg;
+//			SM[tdt][tmt][i] = x_reg;
+//		}
+//
+//		for (int i = 0; i < T; i++) {
+//			x[ addr + (addr1 + i) * m ] = SM[tdt][i][tmt];
+//		}
+//
+//
+//	}
+//
+//
+//
+//	//	int addr3D(int s, int r, int c, int m){ //[system, row, col_in_system = coallesced]
+//	//	  return s*m + r*m*m + c;
+//	//	}
+//
+//
+//}
+//
+//
+//
+//// Thomas algorithm with storing intermediate results in shared memory - saves one global memory read and global memory write into x - compare with previous Thomas kernel
+//template<class FT>
+//__global__ void thomas_kernel3D2(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//	extern __shared__ FT xs[];
+//
+//	int tid   = blockIdx.x * blockDim.x + threadIdx.x;
+//	int tid_l = threadIdx.x;
+//	int block_size = m;
+//
+//        if (tid >= n) {
+//          return;
+//        }
+//
+//        int start = tid;
+//
+//        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//
+//        //x[start] = work_buffer_reg;
+//        xs[tid_l * block_size + 0 + tid_l] = work_buffer_reg;
+//	for (int i = 1; i < m; ++i) {
+//                int j = start + i*n;
+//                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
+//                //x[j] = work_buffer_reg;
+//		xs[ tid_l * block_size + i + tid_l ] = work_buffer_reg;
+//        }
+//
+//        FT x_reg = work_buffer_reg; //x[start + (m-1)*n];
+//        x[start + (m-1)*n] = x_reg;
+//        for (int i = m-2; i >= 0; --i) {
+//                int j = start + i*n;
+//                //x_reg = x[j] - dev_c_prime[i] * x_reg;
+//                x_reg = xs[tid_l * block_size + i + tid_l] - dev_c_prime[i] * x_reg;
+//		x[j] = x_reg;
+//        }
+//
+//}
+//
+//
+//
+//template<class FT>
+//__global__ void thomas_kernel3D3(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//
+//
+//}
+//
+//
+///*
+// *      Preconditioner for the 3D problem. Uses the thomas algorithm to invert M.
+// *
+// *      @param FT Field Type - Either float or double
+// *
+// */
+//template<class FT>
+//class ThomasPreconditioner3D : public Preconditioner<FT> {
+//private:
+//        FT *c_prime;
+//        int m;
+//        cublasHandle_t cublas_handle;
+//        FT *b_trans;
+//        FT alpha, alpha_23;
+//
+//        int thomas_kernel_block_size;
+//public:
+//        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
+//                this->m = m;
+//                this->alpha = alpha;
+//                this-> cublas_handle = cublas_handle;
+//
+//                FT *host_c_prime = new FT[m];
+//
+//                alpha_23 = pow(alpha, FT(2)/FT(3));
+//
+//                host_c_prime[0] = FT(-1) / (alpha + FT(2));
+//                for (int i = 1; i < m; ++i) {
+//                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
+//                }
+//
+//                cudaMalloc((void **) &c_prime, m*sizeof(FT));
+//                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
+//
+//                delete[] host_c_prime;
+//
+//                cudaMalloc((void **) &b_trans, m*m*m*sizeof(FT));
+//
+//                int minGridSize;
+//                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &thomas_kernel_block_size, thomas_kernel3D<FT>, 0, m*m);
+//
+//
+//
+//
+//        }
+//
+//        virtual void run(FT const * const b, FT * const x) {
+//        	FT block_count       = m; //divide_and_round_up(m*m, thomas_kernel_block_size);
+//        	FT threads_per_block = m; //thomas_kernel_block_size;
+//
+//        	std::cout << "Blocks            = " << block_count << std::endl;
+//        	std::cout << "threads_per_block = " << threads_per_block << std::endl;
+//
+//        	//int n = m*m*m;
+//
+//        	// delete --------------
+//
+//        	FT *h_x;
+//        	h_x  = (FT * ) malloc ( (m*m*m)*sizeof(FT) );
+//        	FT *h_x2;
+//        	h_x2 = (FT * ) malloc ( (m*m*m)*sizeof(FT) );
+//
+//        	cudaMemcpy( h_x, b, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		if (m <= 8) std::cout << h_x[i] << "\t";
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//
+//        	FT *xx = x;
+//
+//        	FT *bb;
+//        	cudaMalloc((void **) &bb, m*m*m*sizeof(FT));
+//        	FT *bbb;
+//        	cudaMalloc((void **) &bbb, m*m*m*sizeof(FT));
+//        	FT *bbbb;
+//        	cudaMalloc((void **) &bbbb, m*m*m*sizeof(FT));
+//
+//
+//        	// Ker 1 *************
+//
+//        	device_memset<FT>(xx, FT(0), m*m*m);
+//        	thomas_kernel3D_X1<FT><<<block_count, threads_per_block>>>(m, alpha, alpha_23, c_prime, b, xx); //bb);
+//
+//        	FT sum = 0.0;
+//        	cudaMemcpy( h_x, xx, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		//std::cout << h_x[i] << "\t";
+//        		if (m <= 8) printf("%4.1f\t",h_x[i]);
+//
+//        		sum+=h_x[i];
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//        	std::cout << sum << std::endl;
+//
+//        	// Ker 2 *****************
+//
+//        	cublas_transpose2(cublas_handle, m, m*m, b, bb);
+//        	device_memset<FT>(xx, FT(0), m*m*m);
+//        	cudaMemcpy( h_x, bb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		if (m <= 8) std::cout << h_x[i] << "\t";
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//
+//        	thomas_kernel3D_X2<FT><<<block_count, threads_per_block>>>(m, alpha, alpha_23, c_prime, bb, xx); //bb);
+//        	cublas_transpose2(cublas_handle, m*m, m, xx, bbb);
+//
+//
+//        	cudaMemcpy( h_x, bbb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//        	sum = 0.0;
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		//std::cout << h_x[i] << "\t";
+//        		if (m <= 8) printf("%4.1f\t",h_x[i]);
+//        		sum+=h_x[i];
+//        		h_x2[i] = h_x[i];
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//        	std::cout << sum <<std::endl;
+//
+//
+//        	// Ker 3 *****************
+//
+//        	cublas_transpose2(cublas_handle, m, m*m, b, bb);
+//        	cublas_transpose2(cublas_handle, m, m*m, bb, bbb);
+//
+//        	device_memset<FT>(xx, FT(0), m*m*m);
+//        	cudaMemcpy( h_x, bbb, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		if (m <= 8) std::cout << h_x[i] << "\t";
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//
+//        	int blocks  = m*m / TILE_SIZE;
+//        	int threads = TILE_SIZE;
+//        	//blocks = 1;
+//        	//threads = 2;
+//        	std::cout << "\nThomas 3D Tiled kernel - Blocks: " << blocks << " Threads = " << threads << "\n";
+//
+//        	thomas_kernel3D_XT<FT><<<blocks, threads>>>(m, alpha, alpha_23, c_prime, bbb, xx); //bb);
+//
+//        	cublas_transpose2(cublas_handle, m*m, m, xx, bbb);
+//        	cublas_transpose2(cublas_handle, m*m, m, bbb, xx);
+//
+//        	cudaMemcpy( h_x, xx, (m*m*m)*sizeof(FT) , cudaMemcpyDeviceToHost );
+//        	sum = 0.0;
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		//std::cout << h_x[i] << "\t";
+//        		if (m <= 8)
+//        			printf("%4.1f\t",h_x[i]);
+//        		sum+=h_x[i];
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//        	std::cout << sum <<std::endl;
+//
+//
+//        	sum = 0.0;
+//        	for (int i = 0; i < m*m*m; i++) {
+//        		if (m <= 8)
+//        			if (i % (m*m) == 0)
+//        				std::cout << std::endl;
+//        		//std::cout << h_x[i] << "\t";
+//        		if (m <= 8)
+//        			printf("%4.1f\t",h_x2[i] - h_x[i]);
+//
+//        		sum+=h_x[i];
+//        	}
+//        	if (m <= 8) std::cout << std::endl;
+//        	std::cout << sum <<std::endl;
+//
+//
+//        	cudaFree(bb);
+//        	cudaFree(bbb);
+//        	cudaFree(bbbb);
+//
+//
+//        	//device_memset<FT>(x, FT(0), m*m);
+//
+//        	// delete --------------
+//
+//        	return;
+//
+//        	FT *y = x;
+//        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, b, y);
+//
+//        	FT *y_trans = b_trans;
+//        	cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
+//
+//        	FT *z_trans = y;
+//        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, y_trans, z_trans);
+//
+//        	FT *z_trans2 = y_trans;
+//        	cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
+//        	FT *x_trans2 = z_trans;
+//
+//        	thomas_kernel3D<FT><<<block_count, threads_per_block>>>(m,  m*m, alpha, alpha_23, c_prime, z_trans2, x_trans2);
+//        	FT *x_trans = z_trans2;
+//        	cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
+//
+//        	cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
+//        }
+//
+//
+//        virtual void run2(FT const * const b, FT * const x) {
+//
+//		std::cout << "thomas_kernel_block_size = " << thomas_kernel_block_size << std::endl;
+//
+//		int inverses_per_block = 32;
+//
+//                FT block_count =  divide_and_round_up(m*m, inverses_per_block); // thomas_kernel_block_size);
+//                FT threads_per_block = inverses_per_block; //thomas_kernel_block_size;
+//
+//                //int n = m*m*m;
+//
+//
+//                FT *y = x;
+//                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, b, y);
+//
+//                FT *y_trans = b_trans;
+//                cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
+//
+//                FT *z_trans = y;
+//                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, y_trans, z_trans);
+//
+//                FT *z_trans2 = y_trans;
+//                cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
+//                FT *x_trans2 = z_trans;
+//
+//                thomas_kernel3D2<FT><<<block_count, threads_per_block, threads_per_block * (m+1) * sizeof(FT)>>>(m,  m*m, alpha, alpha_23, c_prime, z_trans2, x_trans2);
+//                FT *x_trans = z_trans2;
+//                cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
+//
+//                cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
+//        }
+//
+//        virtual void run3(FT const * const b, FT * const x) {
+//        }
+//
+//        virtual void run_t(FT const * const b, FT * const x) {
+//        }
+//
+//        ~ThomasPreconditioner3D() {
+//                cudaFree(c_prime);
+//                cudaFree(b_trans);
+//        }
+//
+//};
 
 
 
@@ -1733,522 +1435,880 @@ private:
                 threads_per_block = ST_block_borders_kernel_block_size;
                 ST_block_borders_kernel<FT><<<block_count, threads_per_block>>>(m, block_size, nLU, y, b2);
 
-                block_count =  divide_and_round_up(m, ST_lu_forwards_kernel_block_size);
-                threads_per_block = ST_lu_forwards_kernel_block_size;
-                ST_lu_forwards_kernel<FT><<<block_count, threads_per_block>>>(m, nLU, l1, l2, b2, Ux2);
-
-                block_count =  divide_and_round_up(m, ST_lu_backwards_kernel_block_size);
-                threads_per_block = ST_lu_backwards_kernel_block_size;
-                ST_lu_backwards_kernel<FT><<<block_count, threads_per_block>>>(m, nLU, u0, u1, u2, Ux2, x2);
-
-                block_count =  divide_and_round_up(m*m, ST_backsubstitution_kernel_block_size);
-                threads_per_block = ST_backsubstitution_kernel_block_size;
-
-                if (this->iter == 0) {
-					std::cout << "m :" << m << std::endl;
-					std::cout << "block_size :" << block_size << std::endl;
-					std::cout << "nLU :" << nLU << std::endl;
-					std::cout << "left_spike :" << left_spike << std::endl;
-					std::cout << "right_spike :" << right_spike << std::endl;
-					std::cout << "y :" << y << std::endl;
-					std::cout << "x2 :" << x2 << std::endl;
-					std::cout << "x :" << x << std::endl;
-                }
-
-                ST_backsubstitution_kernel<FT><<<block_count, threads_per_block>>>(m, block_size, nLU, left_spike, right_spike, y, x2, x);
-                this->iter++;
-
-        }
-
-public:
-        ~SpikeThomasPreconditioner() {
-                cudaFree(c_prime);
-                cudaFree(l1);
-                cudaFree(l2);
-                cudaFree(u0);
-                cudaFree(u1);
-                cudaFree(u2);
-                // TODO more
-        }
-};
-
-
-/*
- *      Preconditioner for the 2D problem. This uses the PCR algorithm from cusparse.
- *
- *      @param FT Field Type - Either float or double
- *
- */
-template<class FT>
-class CusparsePCRPreconditioner : public Preconditioner<FT> {
-private:
-        int m;
-        cusparseHandle_t cusparse_handle;
-        cublasHandle_t cublas_handle;
-        FT *dl, *d, *du;
-        FT *d_x_trans;
-public:
-        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
-
-                this->m = m;
-                this->cusparse_handle = cusparse_handle;
-                this->cublas_handle = cublas_handle;
-
-                cudaMalloc((void **) &dl, m*sizeof(FT));
-                cudaMalloc((void **) &d, m*sizeof(FT));
-                cudaMalloc((void **) &du, m*sizeof(FT));
-
-                FT beta = sqrt(alpha);
-
-                device_memset<FT>(d, (alpha + FT(2)) / beta, m, 0);
-                device_memset<FT>(dl, FT(0), 1, 0);
-                device_memset<FT>(dl, FT(-1)/beta, m-1, 1);
-                device_memset<FT>(du, FT(0), 1, m-1);
-                device_memset<FT>(du, FT(-1)/beta, m-1, 0);
-
-                cudaMalloc((void **) &d_x_trans, m*m * sizeof(FT));
-        }
-
-        virtual void run(FT const * const d_b, FT * const d_x) {
-                cublas_copy(cublas_handle, m*m, d_b, d_x);
-
-                cusparse_gtsv(cusparse_handle, m, m, dl, d, du, d_x);
-
-                cublas_transpose(cublas_handle, m, d_x, d_x_trans);
-
-                cusparse_gtsv(cusparse_handle, m, m, dl, d, du, d_x_trans);
-
-                cublas_transpose(cublas_handle, m, d_x_trans, d_x);
-        }
-
-        ~CusparsePCRPreconditioner() {
-                cudaFree(dl);
-                cudaFree(d);
-                cudaFree(du);
-
-                cudaFree(d_x_trans);
-        }
-};
-
-
-
-
-
-
-/*
- *      Kernel that performs multiplacion of vector with Inverse matrix of N.
- *       - Used for InvPreconditioner
- *
- *      @param FT Field Type - Either float or double
- *      @param m grid size i.e. M is of size mxm
- *      @param m >= block_size >= 1 the size of a block that is inverted. For the ThomasPreconditioner this is of size m
- *      @param num_blocks the number of blocks that we invert
- *      @param alpha > 0.
- *      @param beta = sqrt(alpha)
- *      @param c_prime coefficients for the thomas algorithm that where precualculated
- *      @param b != NULL input vector of size m*num_blocks*block_size
- *      @param x != NULL output vector of size m*num_blocks*block_size
- *
- *      @return M\X
- *
- */
-
-//#define W       4    //
-//#define THREADS 1024 //
-//#define M		  1024 //
-//#define BANDS 	10 // - defined at compile time during the compile command
-
-
-template<class FT>
-__global__ void invM_kernel_n(
-				int const m, 					// size of the problem - in 2D m*m in 3D m*m*m
-				int block_size, 				// not used
-				int num_blocks, 				// not used
-				FT const alpha, 				// not used
-				FT const beta, 					// not used
-				FT const * const __restrict__ dev_c_prime,  // not used
-				FT const * const __restrict__ data_in,			// input  - righ hand side
-				FT * const __restrict__ data_out) {				// output - solution
-
-    int tid_l   = threadIdx.x;								// thread number within the block
-    int bid     = blockIdx.x;
-	//int BLOCKS  = M / W ;
-	int G 		= M / THREADS;
-
-	int SM_a;
-	int G_a;
-
-    //extern __shared__ FT bs[];
-    __shared__ FT bs[BANDS + THREADS + BANDS + 1];
-
-    FT result;
-    FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
-        				   // Just for tunning - later must be loaded particular values of inv matrix
-						   // Kernel should be compiled with these coeficients
-
-	// Band matrix coeeficient innitialization - should be compiled into the code to avoid unnecessary memory accesses
-	#pragma unroll
-	for (int i = 0; i < BANDS+1; i++) {
-		b_coefs[i] = BANDS+1 - i;
-	}
-
-    // Example - how coefficients can be loaded from global to shared - it is too slow - coefs must be compiled into code
-	// if (tid_l < BANDS+1)
-	//    b_coefs[tid_l] = dev_c_prime[tid_l];
-
-	//#pragma unroll
-	for (int g = 0; g < G; g++ ) {
-
-		__syncthreads();
-
-		// Prev buff
-		if ( tid_l < BANDS ) {
-			SM_a       = tid_l;
-			G_a		   = bid * G * THREADS +  g * THREADS - BANDS + tid_l;
-			if ( g == 0 )
-				bs[SM_a] = 0.0;
-			else
-				bs[SM_a] = data_in[G_a];
-		}
-
-		// After buff
-		if ( tid_l < BANDS ) {
-			SM_a		= tid_l + THREADS + BANDS;
-			G_a			= bid * G * THREADS +  g * THREADS + THREADS + tid_l;
-			if ( g < G - 1 ) {
-				bs[SM_a]	= data_in[G_a];
-			} else {
-				bs[SM_a]	= 0;
-			}
-
-		}
-
-		// Main buff
-		SM_a = tid_l + BANDS;
-		G_a  = bid * G * THREADS +  g * THREADS + tid_l;
-		bs[SM_a] = data_in[G_a];
-
-		__syncthreads();
-
-		// Processing
-		SM_a = tid_l + BANDS;
-
-		result = b_coefs[0] * bs[ SM_a ];
-
-		#pragma unroll
-		for (int i = 0; i < BANDS; i++) {
-			result += b_coefs[BANDS - i] * bs[SM_a - BANDS + i];
-//		}
-//		for (int i = 0; i < BANDS; i++) {
-			result += b_coefs[i+1]       * bs[SM_a         + i + 1];
-		}
-
-		// Save results
-		//G_a  = bid * G * THREADS +  g * THREADS + tid_l;
-		data_out[G_a] = result;
-
-
-	} // end G loop
-
-}
-
-
-template<class FT>
-__global__ void invM_kernel2_n(
-		int const m,
-		int block_size,
-		int num_blocks,
-		FT const alpha,
-		FT const beta,
-		FT const * const __restrict__ dev_c_prime,
-		FT const * const __restrict__ data_in,
-		FT * const __restrict__ data_out)
-{
-
-	// Shared memory for W (at least 8)
-	__shared__ FT bs[W][BANDS + THREADS/W + BANDS + 1]; // +1 for avoiding memory banks conflict
-
-    int tid_l   = threadIdx.x;								// thread number within the block
-    int bid     = blockIdx.x;
-	//int BLOCKS  = M / W ;
-	int G 		= M / (THREADS / W );
-
-	int SM_row_a;
-	int SM_col_a;
-	int G_row_a;
-	int G_col_a;
-	int G_a;
-
-    FT result; 				// stores W results per thread
-	FT b_coefs[BANDS + 1]; 	// b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
-        					// Just for tunning - later must be loaded particular values of inv matrix
-        					// Kernel should be compiled with these coeficients
-
-	// Band matrix coeeficient innitialization - should be compiled into the code to avoid unnecessary memory accesses
-	#pragma unroll
-	for (int i = 0; i < BANDS+1; i++) {
-		b_coefs[i] = BANDS+1 - i;
-	}
-
-	for (int g = 0; g < G; g++ ) {
-
-		__syncthreads();
-
-		// START - loading data to shared memory
-		SM_row_a = tid_l % W;
-		SM_col_a = tid_l / W                   + 2 * BANDS;
-		G_row_a  = tid_l / W + THREADS / W * g +     BANDS;
-		G_col_a  = tid_l % W + bid * W;
-		G_a      = M * G_row_a + G_col_a;
-
-		bs[SM_row_a][SM_col_a] = data_in[G_a];
-
-		if ( g == 0 && tid_l < W * BANDS) {
-			SM_row_a = tid_l % W;
-			SM_col_a = tid_l / W                 + 1 * BANDS;
-			G_row_a  = tid_l / W + THREADS/W * g + 0 * BANDS;
-			G_col_a  = tid_l % W + bid * W;
-			G_a      = M*G_row_a + G_col_a;
-
-			bs[SM_row_a][SM_col_a] = data_in[G_a];
-			bs[tid_l % W][tid_l / W] = 0.0;
-		}
-
-		__syncthreads();
-
-		if ( g == G-1 && tid_l < W * BANDS ) {
-			SM_row_a = tid_l % W;
-			SM_col_a = tid_l / W + THREADS/W     + 1 * BANDS;
-
-			bs[SM_row_a][SM_col_a] = 0.0;
-		}
-
-		SM_row_a = tid_l % W;
-		SM_col_a = tid_l / W                     + 1 * BANDS;
-
-		__syncthreads();
-		// END - loading data to shared memory
-
-		// START - Processing
-		result = b_coefs[0] * bs[ SM_row_a ][ SM_col_a ];
-
-		#pragma unroll
-		for (int i = 0; i < BANDS; i++) {
-			result += b_coefs[BANDS - i] * bs[SM_row_a][SM_col_a - BANDS + i];
-		}
-
-		#pragma unroll
-		for (int i = 0; i < BANDS; i++) {
-			result += b_coefs[i+1]       * bs[SM_row_a][SM_col_a         + i + 1];
-		}
-		// END - Processing
-
-		__syncthreads();
+                block_count =  divide_and_round_up(m, ST_lu_forwards_kernel_block_size);
+                threads_per_block = ST_lu_forwards_kernel_block_size;
+                ST_lu_forwards_kernel<FT><<<block_count, threads_per_block>>>(m, nLU, l1, l2, b2, Ux2);
 
-		// START - Shifting of overlapped regions in shared memory
-		if ( tid_l < 2 * BANDS * W ) {
-			SM_row_a = tid_l % W;
-			SM_col_a = tid_l / W;
-			bs[SM_row_a][SM_col_a] = bs[SM_row_a][SM_col_a + THREADS / W];
-		}
-		// END - Shifting of overlapped regions in shared memory
+                block_count =  divide_and_round_up(m, ST_lu_backwards_kernel_block_size);
+                threads_per_block = ST_lu_backwards_kernel_block_size;
+                ST_lu_backwards_kernel<FT><<<block_count, threads_per_block>>>(m, nLU, u0, u1, u2, Ux2, x2);
 
-		// Save results to global memory
-//		SM_row_a = tid_l % W;
-//		SM_col_a = tid_l / W                    + 2 * BANDS;
-		G_row_a  = tid_l / W + THREADS/W * g + 0*BANDS;
-		G_col_a  = tid_l % W + bid * W;
-		G_a      = M * G_row_a + G_col_a;
+                block_count =  divide_and_round_up(m*m, ST_backsubstitution_kernel_block_size);
+                threads_per_block = ST_backsubstitution_kernel_block_size;
 
-		data_out[G_a] = result;
+                if (this->iter == 0) {
+					std::cout << "m :" << m << std::endl;
+					std::cout << "block_size :" << block_size << std::endl;
+					std::cout << "nLU :" << nLU << std::endl;
+					std::cout << "left_spike :" << left_spike << std::endl;
+					std::cout << "right_spike :" << right_spike << std::endl;
+					std::cout << "y :" << y << std::endl;
+					std::cout << "x2 :" << x2 << std::endl;
+					std::cout << "x :" << x << std::endl;
+                }
 
-	} // end G loop
+                ST_backsubstitution_kernel<FT><<<block_count, threads_per_block>>>(m, block_size, nLU, left_spike, right_spike, y, x2, x);
+                this->iter++;
 
+        }
 
-}
+public:
+        ~SpikeThomasPreconditioner() {
+                cudaFree(c_prime);
+                cudaFree(l1);
+                cudaFree(l2);
+                cudaFree(u0);
+                cudaFree(u1);
+                cudaFree(u2);
+                // TODO more
+        }
+};
 
 
 /*
- *      Preconditioner for the 2D problem. This use an elements of inverse matrix of M
+ *      Preconditioner for the 2D problem. This uses the PCR algorithm from cusparse.
  *
  *      @param FT Field Type - Either float or double
  *
  */
-
 template<class FT>
-class InvPreconditioner : public Preconditioner<FT> {
+class CusparsePCRPreconditioner : public Preconditioner<FT> {
 private:
-        FT *c_prime;
         int m;
-        FT alpha, beta;
+        cusparseHandle_t cusparse_handle;
         cublasHandle_t cublas_handle;
-        FT *b_trans;
+        FT *dl, *d, *du;
+        FT *d_x_trans;
+public:
+        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
 
-        int kernel_block_size;
-        bool USE_IMPLICIT_TRANSPOSE;
+                this->m = m;
+                this->cusparse_handle = cusparse_handle;
+                this->cublas_handle = cublas_handle;
 
-public:
-        InvPreconditioner(bool useImplicitTranspose) {
-        	this->USE_IMPLICIT_TRANSPOSE = useImplicitTranspose;
-        }
+                cudaMalloc((void **) &dl, m*sizeof(FT));
+                cudaMalloc((void **) &d, m*sizeof(FT));
+                cudaMalloc((void **) &du, m*sizeof(FT));
 
-        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
-                this->m              = m;
-                this->alpha          = alpha;
-                beta                 = sqrt(alpha);
-                this-> cublas_handle = cublas_handle;
+                FT beta = sqrt(alpha);
 
-                // needed for Thomas help ...
-                FT *host_c_prime     = new FT[m];
-                host_c_prime[0] = FT(-1) / (alpha + FT(2));
-                for (int i = 1; i < m; ++i) {
-                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
-                }
+                device_memset<FT>(d, (alpha + FT(2)) / beta, m, 0);
+                device_memset<FT>(dl, FT(0), 1, 0);
+                device_memset<FT>(dl, FT(-1)/beta, m-1, 1);
+                device_memset<FT>(du, FT(0), 1, m-1);
+                device_memset<FT>(du, FT(-1)/beta, m-1, 0);
 
-                cudaMalloc((void **) &c_prime, m * sizeof(FT));
-                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
-                delete[] host_c_prime;
+                cudaMalloc((void **) &d_x_trans, m*m * sizeof(FT));
+        }
 
-                cudaMalloc((void **) &b_trans, m * m * sizeof(FT));
-                // END - needed for Thomas help ...
+        virtual void run(FT const * const d_b, FT * const d_x) {
+                cublas_copy(cublas_handle, m*m, d_b, d_x);
+
+                cusparse_gtsv(cusparse_handle, m, m, dl, d, du, d_x);
 
+                cublas_transpose(cublas_handle, m, d_x, d_x_trans);
 
+                cusparse_gtsv(cusparse_handle, m, m, dl, d, du, d_x_trans);
 
-                int minGridSize;
-                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &kernel_block_size, invM_kernel_n<FT>, 0, m);
-                //kernel_block_size /= 8;
+                cublas_transpose(cublas_handle, m, d_x_trans, d_x);
+        }
 
-                kernel_block_size = THREADS;
+        ~CusparsePCRPreconditioner() {
+                cudaFree(dl);
+                cudaFree(d);
+                cudaFree(du);
 
+                cudaFree(d_x_trans);
         }
+};
+
 
-        virtual void run(FT const * const b_XXX, FT * const x_XXX) {
 
-//        	double *h_x, *h_b;
-//        	double *b, *x;
+
+
+
+///*
+// *      Kernel that performs multiplacion of vector with Inverse matrix of N.
+// *       - Used for InvPreconditioner
+// *
+// *      @param FT Field Type - Either float or double
+// *      @param m grid size i.e. M is of size mxm
+// *      @param m >= block_size >= 1 the size of a block that is inverted. For the ThomasPreconditioner this is of size m
+// *      @param num_blocks the number of blocks that we invert
+// *      @param alpha > 0.
+// *      @param beta = sqrt(alpha)
+// *      @param c_prime coefficients for the thomas algorithm that where precualculated
+// *      @param b != NULL input vector of size m*num_blocks*block_size
+// *      @param x != NULL output vector of size m*num_blocks*block_size
+// *
+// *      @return M\X
+// *
+// */
+//
+////#define W       4    //
+////#define THREADS 1024 //
+////#define M		  1024 //
+////#define BANDS 	10 // - defined at compile time during the compile command
+//
+//
+//template<class FT>
+//__global__ void invM_kernel_n(
+//				int const m, 					// size of the problem - in 2D m*m in 3D m*m*m
+//				int block_size, 				// not used
+//				int num_blocks, 				// not used
+//				FT const alpha, 				// not used
+//				FT const beta, 					// not used
+//				FT const * const __restrict__ dev_c_prime,  // not used
+//				FT const * const __restrict__ data_in,			// input  - righ hand side
+//				FT * const __restrict__ data_out) {				// output - solution
+//
+//    int tid_l   = threadIdx.x;								// thread number within the block
+//    int bid     = blockIdx.x;
+//	//int BLOCKS  = M / W ;
+//	int G 		= M / THREADS;
+//
+//	int SM_a;
+//	int G_a;
+//
+//    //extern __shared__ FT bs[];
+//    __shared__ FT bs[BANDS + THREADS + BANDS + 1];
+//
+//    FT result;
+//    FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
+//        				   // Just for tunning - later must be loaded particular values of inv matrix
+//						   // Kernel should be compiled with these coeficients
+//
+//	// Band matrix coeeficient innitialization - should be compiled into the code to avoid unnecessary memory accesses
+//	#pragma unroll
+//	for (int i = 0; i < BANDS+1; i++) {
+//		b_coefs[i] = BANDS+1 - i;
+//	}
+//
+//    // Example - how coefficients can be loaded from global to shared - it is too slow - coefs must be compiled into code
+//	// if (tid_l < BANDS+1)
+//	//    b_coefs[tid_l] = dev_c_prime[tid_l];
+//
+//	//#pragma unroll
+//	for (int g = 0; g < G; g++ ) {
+//
+//		__syncthreads();
+//
+//		// Prev buff
+//		if ( tid_l < BANDS ) {
+//			SM_a       = tid_l;
+//			G_a		   = bid * G * THREADS +  g * THREADS - BANDS + tid_l;
+//			if ( g == 0 )
+//				bs[SM_a] = 0.0;
+//			else
+//				bs[SM_a] = data_in[G_a];
+//		}
+//
+//		// After buff
+//		if ( tid_l < BANDS ) {
+//			SM_a		= tid_l + THREADS + BANDS;
+//			G_a			= bid * G * THREADS +  g * THREADS + THREADS + tid_l;
+//			if ( g < G - 1 ) {
+//				bs[SM_a]	= data_in[G_a];
+//			} else {
+//				bs[SM_a]	= 0;
+//			}
+//
+//		}
+//
+//		// Main buff
+//		SM_a = tid_l + BANDS;
+//		G_a  = bid * G * THREADS +  g * THREADS + tid_l;
+//		bs[SM_a] = data_in[G_a];
+//
+//		__syncthreads();
+//
+//		// Processing
+//		SM_a = tid_l + BANDS;
+//
+//		result = b_coefs[0] * bs[ SM_a ];
+//
+//		#pragma unroll
+//		for (int i = 0; i < BANDS; i++) {
+//			result += b_coefs[BANDS - i] * bs[SM_a - BANDS + i];
+////		}
+////		for (int i = 0; i < BANDS; i++) {
+//			result += b_coefs[i+1]       * bs[SM_a         + i + 1];
+//		}
+//
+//		// Save results
+//		//G_a  = bid * G * THREADS +  g * THREADS + tid_l;
+//		data_out[G_a] = result;
+//
+//
+//	} // end G loop
+//
+//}
+//
+//
+//template<class FT>
+//__global__ void invM_kernel2_n(
+//		int const m,
+//		int block_size,
+//		int num_blocks,
+//		FT const alpha,
+//		FT const beta,
+//		FT const * const __restrict__ dev_c_prime,
+//		FT const * const __restrict__ data_in,
+//		FT * const __restrict__ data_out)
+//{
+//
+//	// Shared memory for W (at least 8)
+//	__shared__ FT bs[W][BANDS + THREADS/W + BANDS + 1]; // +1 for avoiding memory banks conflict
+//
+//    int tid_l   = threadIdx.x;								// thread number within the block
+//    int bid     = blockIdx.x;
+//	//int BLOCKS  = M / W ;
+//	int G 		= M / (THREADS / W );
+//
+//	int SM_row_a;
+//	int SM_col_a;
+//	int G_row_a;
+//	int G_col_a;
+//	int G_a;
+//
+//    FT result; 				// stores W results per thread
+//	FT b_coefs[BANDS + 1]; 	// b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
+//        					// Just for tunning - later must be loaded particular values of inv matrix
+//        					// Kernel should be compiled with these coeficients
+//
+//	// Band matrix coeeficient innitialization - should be compiled into the code to avoid unnecessary memory accesses
+//	#pragma unroll
+//	for (int i = 0; i < BANDS+1; i++) {
+//		b_coefs[i] = BANDS+1 - i;
+//	}
+//
+//	for (int g = 0; g < G; g++ ) {
+//
+//		__syncthreads();
+//
+//		// START - loading data to shared memory
+//		SM_row_a = tid_l % W;
+//		SM_col_a = tid_l / W                   + 2 * BANDS;
+//		G_row_a  = tid_l / W + THREADS / W * g +     BANDS;
+//		G_col_a  = tid_l % W + bid * W;
+//		G_a      = M * G_row_a + G_col_a;
+//
+//		bs[SM_row_a][SM_col_a] = data_in[G_a];
+//
+//		if ( g == 0 && tid_l < W * BANDS) {
+//			SM_row_a = tid_l % W;
+//			SM_col_a = tid_l / W                 + 1 * BANDS;
+//			G_row_a  = tid_l / W + THREADS/W * g + 0 * BANDS;
+//			G_col_a  = tid_l % W + bid * W;
+//			G_a      = M*G_row_a + G_col_a;
+//
+//			bs[SM_row_a][SM_col_a] = data_in[G_a];
+//			bs[tid_l % W][tid_l / W] = 0.0;
+//		}
+//
+//		__syncthreads();
+//
+//		if ( g == G-1 && tid_l < W * BANDS ) {
+//			SM_row_a = tid_l % W;
+//			SM_col_a = tid_l / W + THREADS/W     + 1 * BANDS;
+//
+//			bs[SM_row_a][SM_col_a] = 0.0;
+//		}
+//
+//		SM_row_a = tid_l % W;
+//		SM_col_a = tid_l / W                     + 1 * BANDS;
+//
+//		__syncthreads();
+//		// END - loading data to shared memory
+//
+//		// START - Processing
+//		result = b_coefs[0] * bs[ SM_row_a ][ SM_col_a ];
+//
+//		#pragma unroll
+//		for (int i = 0; i < BANDS; i++) {
+//			result += b_coefs[BANDS - i] * bs[SM_row_a][SM_col_a - BANDS + i];
+//		}
+//
+//		#pragma unroll
+//		for (int i = 0; i < BANDS; i++) {
+//			result += b_coefs[i+1]       * bs[SM_row_a][SM_col_a         + i + 1];
+//		}
+//		// END - Processing
+//
+//		__syncthreads();
+//
+//		// START - Shifting of overlapped regions in shared memory
+//		if ( tid_l < 2 * BANDS * W ) {
+//			SM_row_a = tid_l % W;
+//			SM_col_a = tid_l / W;
+//			bs[SM_row_a][SM_col_a] = bs[SM_row_a][SM_col_a + THREADS / W];
+//		}
+//		// END - Shifting of overlapped regions in shared memory
+//
+//		// Save results to global memory
+////		SM_row_a = tid_l % W;
+////		SM_col_a = tid_l / W                    + 2 * BANDS;
+//		G_row_a  = tid_l / W + THREADS/W * g + 0*BANDS;
+//		G_col_a  = tid_l % W + bid * W;
+//		G_a      = M * G_row_a + G_col_a;
+//
+//		data_out[G_a] = result;
+//
+//	} // end G loop
+//
+//
+//}
+//
+//
+///*
+// *      Preconditioner for the 2D problem. This use an elements of inverse matrix of M
+// *
+// *      @param FT Field Type - Either float or double
+// *
+// */
+//
+//template<class FT>
+//class InvPreconditioner : public Preconditioner<FT> {
+//private:
+//        FT *c_prime;
+//        int m;
+//        FT alpha, beta;
+//        cublasHandle_t cublas_handle;
+//        FT *b_trans;
+//
+//        int kernel_block_size;
+//        bool USE_IMPLICIT_TRANSPOSE;
+//
+//public:
+//        InvPreconditioner(bool useImplicitTranspose) {
+//        	this->USE_IMPLICIT_TRANSPOSE = useImplicitTranspose;
+//        }
+//
+//        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
+//                this->m              = m;
+//                this->alpha          = alpha;
+//                beta                 = sqrt(alpha);
+//                this-> cublas_handle = cublas_handle;
+//
+//                // needed for Thomas help ...
+//                FT *host_c_prime     = new FT[m];
+//                host_c_prime[0] = FT(-1) / (alpha + FT(2));
+//                for (int i = 1; i < m; ++i) {
+//                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
+//                }
+//
+//                cudaMalloc((void **) &c_prime, m * sizeof(FT));
+//                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
+//                delete[] host_c_prime;
+//
+//                cudaMalloc((void **) &b_trans, m * m * sizeof(FT));
+//                // END - needed for Thomas help ...
+//
+//
+//
+//                int minGridSize;
+//                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &kernel_block_size, invM_kernel_n<FT>, 0, m);
+//                //kernel_block_size /= 8;
+//
+//                kernel_block_size = THREADS;
+//
+//        }
+//
+//        virtual void run(FT const * const b_XXX, FT * const x_XXX) {
+//
+////        	double *h_x, *h_b;
+////        	double *b, *x;
+////
+////        	h_x = (double * ) malloc ( (m*m)*sizeof(double) );
+////        	h_b = (double * ) malloc ( (m*m)*sizeof(double) );
+////
+////        	for (int i = 0; i < M; i++) {
+////        		for (int j = 0; j < M; j++)
+////        		{
+////        			h_b[i*M + j] = 100*j + i;
+////        			h_x[i*M + j] = 0.0;
+////        		}
+////        	}
+////
+////        	cudaMalloc((void **) &b, (m*m)*sizeof(double));
+////        	cudaMalloc((void **) &x, (m*m)*sizeof(double));
+////
+////        	device_memset_inc<double>(x, 0.0, m*m);
+////        	cudaMemcpy( b, h_b, (m*m)*sizeof(double) , cudaMemcpyHostToDevice );
+////
+////        	for (int i = 0; i < M; i++) {
+////        		for (int j = 0; j < M; j++)
+////        		{
+////        			//std::cout << std::setw(5) << h_b[i*M + j];
+////
+////        		}
+////        		//std::cout << std::endl;
+////        	}
+////    		std::cout << std::endl;
+////    		std::cout << std::endl;
+////
+//////           	for (int i = 0; i < m*m; i++)
+//////            		std::cout << h_b[i] << " ";
+//////           	std::cout << std::endl;
+////
+////
+//
+//
+//        	kernel_block_size    = THREADS;
+//        	FT block_count       = divide_and_round_up(m*m, kernel_block_size);
+//        	FT threads_per_block = kernel_block_size;
+//        	std::cout << "Inv M - Tk 2 = API computed block size : " << kernel_block_size << " Grid size: " << block_count << std::endl;
+//
+//
+////        	cublas_transpose(cublas_handle, m, b, b_trans);
+////
+////        	                invM_kernel  <FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b, x);
+////        	                std::cout << "Inv M - Tk 2 = 1 " << std::endl;
+//
+//        	//invM_kernel_n<FT><<<m,           threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b, x);
+//        	invM_kernel_n<FT><<<m,           threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b_XXX, x_XXX);
+//        	std::cout << "Inv M - Tk 2 = 2 - Blocks: " << m << " Threads: " << threads_per_block << std::endl;
+//
+////        	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
+////        	device_memset_inc<double>(x, 0.0, m*m);
+////        	long long sum = 0;
+////        	for (int i = 0; i < M; i++) {
+////        		for (int j = 0; j < M; j++)
+////        		{
+////        			sum += h_x[i*M + j];
+////        			//std::cout << std::setw(5) << h_x[i*M + j];
+////        		}
+////        		//std::cout << std::endl;
+////        	}
+////    		std::cout << "Sum 1 = " << sum << std::endl;
+////    		std::cout << std::endl;
+////
+////        	//cublas_transpose(cublas_handle, m, b, b_trans);
+////
+////        	//                invM_kernel2  <FT><<<block_count/W, THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b, x);
+////        	//                std::cout << "Inv M - Tk 2 = 3 " << std::endl;
+//
+//        	//invM_kernel2_n<FT><<<M/W,           THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b, x);
+//        	invM_kernel2_n<FT><<<M/W,           THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b_XXX, x_XXX);
+//        	std::cout << "Inv M - Tk 2 = 4 - Blocks: " << M/W << " Threads: " << THREADS << std::endl;
+//
+////        	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
+////        	device_memset_inc<double>(x, 0.0, m*m);
+////        	sum = 0;
+////        	for (int i = 0; i < M; i++) {
+////        		for (int j = 0; j < M; j++)
+////        		{
+////        			sum += h_x[i*M + j];
+////        			//std::cout << std::setw(5) << h_x[i*M + j];
+////        		}
+////        		//std::cout << std::endl;
+////        	}
+////    		std::cout << "Sum 2 = " << sum << std::endl;
+////    		std::cout << std::endl;
+////
+////    		cublas_transpose(cublas_handle, m, b, x);
+////
+////    		cudaFree(b);
+////    		cudaFree(x);
+//
+//
+//    		// To let the iterative solver finish - recalculate with Thomas
+//    		int minGridSize;
+//    		int thomas_kernel_block_size;
+//    		cudaOccupancyMaxPotentialBlockSize(&minGridSize, &thomas_kernel_block_size, thomas_kernel<FT>, 0, m);
+//            thomas_kernel_block_size /= 8;
+//
+//    		block_count = divide_and_round_up(m, thomas_kernel_block_size);
+//            threads_per_block = thomas_kernel_block_size;
+//
+//
+//            cublas_transpose(cublas_handle, m, b_XXX, b_trans);
+//            FT *y_trans = x_XXX;
+//            thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
+//            FT *y = b_trans;
+//            cublas_transpose(cublas_handle, m, y_trans, y);
+//            thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, y, x_XXX);
+//
+//
+////            thomas_kernel_trans<FT><<<M/THREADS, THREADS >>>             (m, m, 1, alpha, beta, c_prime, b_XXX, b_trans);
+////            thomas_kernel      <FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, x_XXX);
+//
+//            std::cout << "Tk Inverse(TH-hp) - implicit trans " << std::endl;
+//
+//
+//        }
+//
+//
+//        virtual void run2(FT const * const b, FT * const x) {
+//
+////                std::cout << "Inv M - Tk 1 = API computed block size : " << kernel_block_size << std::endl;
+////
+////                //kernel_block_size    = 1024;
+////                FT block_count       = divide_and_round_up(m*m, kernel_block_size);
+////                FT threads_per_block = kernel_block_size;
+////
+////                cublas_transpose(cublas_handle, m, b, b_trans);
+////                FT *y_trans = x;
+////
+////                invM_kernel<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
+////
+////                FT *y = b_trans;
+////                cublas_transpose(cublas_handle, m, y_trans, y);
+////
+////                invM_kernel<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, y, x);
+////
+////                std::cout << "Inv M - Tk 1" << std::endl;
+//
+//        }
+//
+//
+//        virtual void run3(FT const * const b, FT * const x) {
+//
+//        }
+//
+//        virtual void run_t(FT const * const b, FT * const x) {
+//
+//        }
+//
+//
+//
+//
+//};
+//
+//
+//
+//
+//
+//
+///*
+// *      Kernel that performs Inverse of matrix for 3D case
+// *
+// *      @param FT Field Type - Either float or double
+// *      @param m grid size i.e. M is of size mxm
+// *      @param n number of vectors that we invert simultanously. Usually has value m*m
+// *      @param alpha > 0.
+// *      @param alpha_23 = alpha^(2/3)
+// *      @param c_prime coefficients for the thomas algorithm that where precualculated
+// *      @param b != NULL input vector of size m*n
+// *      @param x != NULL output vector of size m*n
+// *
+// *      @return M\X
+// *
+// */
+//
+//template<class FT>
+//__global__ void invM_kernel3D(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
+//        int tid = blockIdx.x * blockDim.x + threadIdx.x;
+//        if (tid >= n) {
+//          return;
+//        }
+//
+//        int start = tid;
+//
+//
+//        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
+//
+//        x[start] = work_buffer_reg;
+//        for (int i = 1; i < m; ++i) {
+//                int j = start + i*n;
+//                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
+//                x[j] = work_buffer_reg;
+//        }
+//
+//        FT x_reg = x[start + (m-1)*n];
+//        x[start + (m-1)*n] = x_reg;
+//        for (int i = m-2; i >= 0; --i) {
+//                int j = start + i*n;
+//                x_reg = x[j] - dev_c_prime[i] * x_reg;
+//                x[j] = x_reg;
+//        }
+//}
+//
+//
+//
+//
+//
+//template<class FT>
+//__global__ void invM_kernel3D(  int const m,                                    // size of the problem - in 2D m*m in 3D m*m*m
+//                                int block_size,                                 // not used
+//                                int num_blocks,                                 // not used
+//                                FT const alpha,                                 // not used
+//                                FT const beta,                                  // not used
+//                                FT const * const __restrict__ dev_c_prime,      // not used
+//                                FT const * const __restrict__ b,                // input  - righ hand side
+//                                FT * const __restrict__ x) {                    // output - solution
+//
+//        int tid   = blockIdx.x * blockDim.x + threadIdx.x;
+//        int tid_l = threadIdx.x;
+//
+//        //int start = tid;
+//
+//        // There are different coeficients for cornes of the matrix - will be done by separate kernel most probably
+//        //if (tid < BANDS || tid >= m * m * blockDim.x - BANDS) {
+//        if (tid_l < BANDS || tid_l >= blockDim.x - BANDS) {
+//	        return;
+//        }
+//
+//        extern __shared__ FT bs[];
+//        //__shared__ FT b_coefs[BANDS+1];
+//
+//        FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
+//        // Just for tunning - later must be loaded particular values of inv matrix
+//        // Kernel should be compiled with these coeficients
+//        for (int i = 0; i < BANDS+1; i++) {
+//                b_coefs[i] = 0.001*i;
+//        }
+//
+//        //if (tid_l < BANDS+1)
+//        //      b_coefs[tid_l] = dev_c_prime[tid_l];
+//
+//
+//        bs[tid_l+BANDS] = b[tid];
+//
+//        if (tid_l < BANDS) {
+//                bs[tid_l           ] = b[tid-BANDS];
+//                bs[blockDim.x+tid_l] = b[tid+BANDS];
+//        }
+//
+//        FT result = b_coefs[0] * bs[BANDS + tid_l];
+//
+//        __syncthreads();
 //
-//        	h_x = (double * ) malloc ( (m*m)*sizeof(double) );
-//        	h_b = (double * ) malloc ( (m*m)*sizeof(double) );
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[BANDS - i] * bs[tid_l + i];
+//        }
 //
-//        	for (int i = 0; i < M; i++) {
-//        		for (int j = 0; j < M; j++)
-//        		{
-//        			h_b[i*M + j] = 100*j + i;
-//        			h_x[i*M + j] = 0.0;
-//        		}
-//        	}
+//        //result += b_coefs[0] * bs[BANDS + tid_l];
 //
-//        	cudaMalloc((void **) &b, (m*m)*sizeof(double));
-//        	cudaMalloc((void **) &x, (m*m)*sizeof(double));
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[i] * bs[BANDS + tid_l + i];
+//        }
 //
-//        	device_memset_inc<double>(x, 0.0, m*m);
-//        	cudaMemcpy( b, h_b, (m*m)*sizeof(double) , cudaMemcpyHostToDevice );
+//        x[tid] = result;
 //
-//        	for (int i = 0; i < M; i++) {
-//        		for (int j = 0; j < M; j++)
-//        		{
-//        			//std::cout << std::setw(5) << h_b[i*M + j];
 //
-//        		}
-//        		//std::cout << std::endl;
-//        	}
-//    		std::cout << std::endl;
-//    		std::cout << std::endl;
+//}
 //
-////           	for (int i = 0; i < m*m; i++)
-////            		std::cout << h_b[i] << " ";
-////           	std::cout << std::endl;
 //
+//template<class FT>
+//__global__ void invM_kernel3D_2(int const m,                                    // size of the problem - in 2D m*m in 3D m*m*m
+//                                int block_size,                                 // not used
+//                                int num_blocks,                                 // not used
+//                                FT const alpha,                                 // not used
+//                                FT const beta,                                  // not used
+//                                FT const * const __restrict__ dev_c_prime,      // not used
+//                                FT const * const __restrict__ b,                // input  - righ hand side
+//                                FT * const __restrict__ x) {                    // output - solution
 //
-
-
-        	kernel_block_size    = THREADS;
-        	FT block_count       = divide_and_round_up(m*m, kernel_block_size);
-        	FT threads_per_block = kernel_block_size;
-        	std::cout << "Inv M - Tk 2 = API computed block size : " << kernel_block_size << " Grid size: " << block_count << std::endl;
-
-
-//        	cublas_transpose(cublas_handle, m, b, b_trans);
+//        int tid   = blockIdx.x * blockDim.x + threadIdx.x;
+//        int tid_l = threadIdx.x;
+//    	int n = m*m;
+//    	// int start = tid - indexing in 1st dimension
+//        int start = (n) * (tid/m) + (tid % m); // indexing in 2nd dimension
+//        //
 //
-//        	                invM_kernel  <FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b, x);
-//        	                std::cout << "Inv M - Tk 2 = 1 " << std::endl;
-
-        	//invM_kernel_n<FT><<<m,           threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b, x);
-        	invM_kernel_n<FT><<<m,           threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b_XXX, x_XXX);
-        	std::cout << "Inv M - Tk 2 = 2 - Blocks: " << m << " Threads: " << threads_per_block << std::endl;
-
-//        	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//        	device_memset_inc<double>(x, 0.0, m*m);
-//        	long long sum = 0;
-//        	for (int i = 0; i < M; i++) {
-//        		for (int j = 0; j < M; j++)
-//        		{
-//        			sum += h_x[i*M + j];
-//        			//std::cout << std::setw(5) << h_x[i*M + j];
-//        		}
-//        		//std::cout << std::endl;
-//        	}
-//    		std::cout << "Sum 1 = " << sum << std::endl;
-//    		std::cout << std::endl;
-//
-//        	//cublas_transpose(cublas_handle, m, b, b_trans);
-//
-//        	//                invM_kernel2  <FT><<<block_count/W, THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b, x);
-//        	//                std::cout << "Inv M - Tk 2 = 3 " << std::endl;
-
-        	//invM_kernel2_n<FT><<<M/W,           THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b, x);
-        	invM_kernel2_n<FT><<<M/W,           THREADS                                      >>> (m, m, 1, alpha, beta, c_prime, b_XXX, x_XXX);
-        	std::cout << "Inv M - Tk 2 = 4 - Blocks: " << M/W << " Threads: " << THREADS << std::endl;
-
-//        	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//        	device_memset_inc<double>(x, 0.0, m*m);
-//        	sum = 0;
-//        	for (int i = 0; i < M; i++) {
-//        		for (int j = 0; j < M; j++)
-//        		{
-//        			sum += h_x[i*M + j];
-//        			//std::cout << std::setw(5) << h_x[i*M + j];
-//        		}
-//        		//std::cout << std::endl;
-//        	}
-//    		std::cout << "Sum 2 = " << sum << std::endl;
-//    		std::cout << std::endl;
+//        // There are different coeficients for cornes of the matrix - will be done by separate kernel most probably
+//        //if (tid < BANDS || tid >= m * m * blockDim.x - BANDS) {
+//        if (tid_l < BANDS || tid_l >= blockDim.x - BANDS) {
+//	        return;
+//        }
 //
-//    		cublas_transpose(cublas_handle, m, b, x);
+//        extern __shared__ FT bs[];
+//        //__shared__ FT b_coefs[BANDS+1];
 //
-//    		cudaFree(b);
-//    		cudaFree(x);
-
-
-    		// To let the iterative solver finish - recalculate with Thomas
-    		int minGridSize;
-    		int thomas_kernel_block_size;
-    		cudaOccupancyMaxPotentialBlockSize(&minGridSize, &thomas_kernel_block_size, thomas_kernel<FT>, 0, m);
-            thomas_kernel_block_size /= 8;
-
-    		block_count = divide_and_round_up(m, thomas_kernel_block_size);
-            threads_per_block = thomas_kernel_block_size;
-
-
-            cublas_transpose(cublas_handle, m, b_XXX, b_trans);
-            FT *y_trans = x_XXX;
-            thomas_kernel<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
-            FT *y = b_trans;
-            cublas_transpose(cublas_handle, m, y_trans, y);
-            thomas_kernel_x<FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, y, x_XXX);
-
-
-//            thomas_kernel_trans<FT><<<M/THREADS, THREADS >>>             (m, m, 1, alpha, beta, c_prime, b_XXX, b_trans);
-//            thomas_kernel      <FT><<<block_count, threads_per_block >>> (m, m, 1, alpha, beta, c_prime, b_trans, x_XXX);
-
-            std::cout << "Tk Inverse(TH-hp) - implicit trans " << std::endl;
-
-
-        }
-
-
-        virtual void run2(FT const * const b, FT * const x) {
-
+//        FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
+//        // Just for tunning - later must be loaded particular values of inv matrix
+//        // Kernel should be compiled with these coeficients
+//        for (int i = 0; i < BANDS+1; i++) {
+//                b_coefs[i] = 0.001*i;
+//        }
+//
+//        //if (tid_l < BANDS+1)
+//        //      b_coefs[tid_l] = dev_c_prime[tid_l];
+//
+//
+//        bs[tid_l+BANDS] = b[start];
+//
+//        if (tid_l < BANDS) {
+//                bs[tid_l           ] = b[start-BANDS];
+//                bs[blockDim.x+tid_l] = b[start+BANDS];
+//        }
+//
+//        FT result = b_coefs[0] * bs[BANDS + tid_l];
+//
+//        __syncthreads();
+//
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[BANDS - i] * bs[tid_l + i];
+//        }
+//
+//        //result += b_coefs[0] * bs[BANDS + tid_l];
+//
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[i] * bs[BANDS + tid_l + i];
+//        }
+//
+//        x[tid] = result;
+//
+//
+//}
+//
+//
+//template<class FT>
+//__global__ void invM_kernel3D_T(int const m,                                    // size of the problem - in 2D m*m in 3D m*m*m
+//                                int block_size,                                 // not used
+//                                int num_blocks,                                 // not used
+//                                FT const alpha,                                 // not used
+//                                FT const beta,                                  // not used
+//                                FT const * const __restrict__ dev_c_prime,      // not used
+//                                FT const * const __restrict__ b,                // input  - righ hand side
+//                                FT * const __restrict__ x) {                    // output - solution
+//
+//        int tid   = blockIdx.x * blockDim.x + threadIdx.x;
+//        int tid_l = threadIdx.x;
+//    	int n = m*m;
+//    	// int start = tid - indexing in 1st dimension
+//        int start = (n) * (tid/m) + (tid % m); // indexing in 2nd dimension
+//        //int start =
+//
+//        // There are different coeficients for cornes of the matrix - will be done by separate kernel most probably
+//        //if (tid < BANDS || tid >= m * m * blockDim.x - BANDS) {
+//        if (tid_l < BANDS || tid_l >= blockDim.x - BANDS) {
+//	        return;
+//        }
+//
+//        extern __shared__ FT bs[];
+//        //__shared__ FT b_coefs[BANDS+1];
+//
+//        FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
+//        // Just for tunning - later must be loaded particular values of inv matrix
+//        // Kernel should be compiled with these coeficients
+//        for (int i = 0; i < BANDS+1; i++) {
+//                b_coefs[i] = 0.001*i;
+//        }
+//
+//        //if (tid_l < BANDS+1)
+//        //      b_coefs[tid_l] = dev_c_prime[tid_l];
+//
+//
+//        bs[tid_l+BANDS] = b[start];
+//
+//        if (tid_l < BANDS) {
+//                bs[tid_l           ] = b[start-BANDS];
+//                bs[blockDim.x+tid_l] = b[start+BANDS];
+//        }
+//
+//        FT result = b_coefs[0] * bs[BANDS + tid_l];
+//
+//        __syncthreads();
+//
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[BANDS - i] * bs[tid_l + i];
+//        }
+//
+//        //result += b_coefs[0] * bs[BANDS + tid_l];
+//
+//        #pragma unroll
+//        for (int i = 0; i < BANDS; i++) {
+//                result += b_coefs[i] * bs[BANDS + tid_l + i];
+//        }
+//
+//        x[tid] = result;
+//
+//
+//}
+//
+//
+//
+//template<class FT>
+//class InvPreconditioner3D : public Preconditioner<FT> {
+//private:
+//        FT *c_prime;
+//        int m;
+//        cublasHandle_t cublas_handle;
+//        FT *b_trans;
+//        FT alpha, alpha_23;
+//
+//        int kernel_block_size;
+//public:
+//        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
+//                this->m = m;
+//                this->alpha = alpha;
+//                this-> cublas_handle = cublas_handle;
+//
+////                FT *host_c_prime = new FT[m];
+//
+//                alpha_23 = pow(alpha, FT(2)/FT(3));
+//
+////                host_c_prime[0] = FT(-1) / (alpha + FT(2));
+////                for (int i = 1; i < m; ++i) {
+////                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
+////                }
+//
+//                cudaMalloc((void **) &c_prime, m*sizeof(FT));
+////                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
+//
+////                delete[] host_c_prime;
+//
+//                cudaMalloc((void **) &b_trans, m*m*m*sizeof(FT));
+//
+//                int minGridSize;
+//                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &kernel_block_size, invM_kernel_n<FT>, 0, m*m);
+//		if ( m <= 1024 )
+//			kernel_block_size = m;
+//		else
+//			kernel_block_size = 1024;
+//        }
+//
+//        virtual void run(FT const * const b, FT * const x) {
+//
+//             	//kernel_block_size    = 1024;
+//		int n = m*m*m;
+//		FT block_count =  divide_and_round_up(n, kernel_block_size);
+//                FT threads_per_block = kernel_block_size;
+//
+//                std::cout << "Inv M 3D - Tk 1 = API computed block size : " << kernel_block_size << std::endl;
+//                std::cout << "Inv M 3D - Tk 1 = API computed grid  size : " << block_count << std::endl;
+//
+//                FT *y = x;
+//                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, b,       y);
+//
+//                FT *y_trans = b_trans;
+//                cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
+//
+//                FT *z_trans = y;
+//                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, y_trans, z_trans);
+//
+//                FT *z_trans2 = y_trans;
+//                cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
+//                FT *x_trans2 = z_trans;
+//
+//                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, z_trans2, x_trans2);
+//                FT *x_trans = z_trans2;
+//                cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
+//
+//                cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
+//        }
+//
+//
+//        virtual void run2(FT const * const b, FT * const x) {
+//
+///*
 //                std::cout << "Inv M - Tk 1 = API computed block size : " << kernel_block_size << std::endl;
 //
 //                //kernel_block_size    = 1024;
@@ -2266,244 +2326,15 @@ public:
 //                invM_kernel<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, y, x);
 //
 //                std::cout << "Inv M - Tk 1" << std::endl;
-
-        }
-
-
-        virtual void run3(FT const * const b, FT * const x) {
-
-        }
-
-        virtual void run_t(FT const * const b, FT * const x) {
-
-        }
-
-
-
-
-};
-
-
-
-
-
-
-/*
- *      Kernel that performs Inverse of matrix for 3D case
- *
- *      @param FT Field Type - Either float or double
- *      @param m grid size i.e. M is of size mxm
- *      @param n number of vectors that we invert simultanously. Usually has value m*m
- *      @param alpha > 0.
- *      @param alpha_23 = alpha^(2/3)
- *      @param c_prime coefficients for the thomas algorithm that where precualculated
- *      @param b != NULL input vector of size m*n
- *      @param x != NULL output vector of size m*n
- *
- *      @return M\X
- *
- */
-
-template<class FT>
-__global__ void invM_kernel3D(int const m, int n, FT const alpha, FT const alpha_23, FT const * const __restrict__ dev_c_prime,  FT const * const __restrict__ b, FT * const __restrict__ x) {
-        int tid = blockIdx.x * blockDim.x + threadIdx.x;
-        if (tid >= n) {
-          return;
-        }
-
-        int start = tid;
-
-
-        FT work_buffer_reg = b[start] * alpha_23 / (FT(2) + alpha);
-
-        x[start] = work_buffer_reg;
-        for (int i = 1; i < m; ++i) {
-                int j = start + i*n;
-                work_buffer_reg  = (b[j] * alpha_23 + work_buffer_reg) / (FT(2) + alpha + dev_c_prime[i-1]);
-                x[j] = work_buffer_reg;
-        }
-
-        FT x_reg = x[start + (m-1)*n];
-        x[start + (m-1)*n] = x_reg;
-        for (int i = m-2; i >= 0; --i) {
-                int j = start + i*n;
-                x_reg = x[j] - dev_c_prime[i] * x_reg;
-                x[j] = x_reg;
-        }
-}
-
-
-
-
-
-template<class FT>
-__global__ void invM_kernel3D(  int const m,                                    // size of the problem - in 2D m*m in 3D m*m*m
-                                int block_size,                                 // not used
-                                int num_blocks,                                 // not used
-                                FT const alpha,                                 // not used
-                                FT const beta,                                  // not used
-                                FT const * const __restrict__ dev_c_prime,      // not used
-                                FT const * const __restrict__ b,                // input  - righ hand side
-                                FT * const __restrict__ x) {                    // output - solution
-
-        int tid   = blockIdx.x * blockDim.x + threadIdx.x;
-        int tid_l = threadIdx.x;
-
-
-        // There are different coeficients for cornes of the matrix - will be done by separate kernel most probably
-        //if (tid < BANDS || tid >= m * m * blockDim.x - BANDS) {
-        if (tid_l < BANDS || tid_l >= blockDim.x - BANDS) {
-	        return;
-        }
-
-        extern __shared__ FT bs[];
-        //__shared__ FT b_coefs[BANDS+1];
-
-        FT b_coefs[BANDS + 1]; // b_coef[0] is the one on the diagonal b_coef[BANDS-1] the most remote diagonal
-        // Just for tunning - later must be loaded particular values of inv matrix
-        // Kernel should be compiled with these coeficients
-        for (int i = 0; i < BANDS+1; i++) {
-                b_coefs[i] = 0.001*i;
-        }
-
-        //if (tid_l < BANDS+1)
-        //      b_coefs[tid_l] = dev_c_prime[tid_l];
-
-
-        bs[tid_l+BANDS] = b[tid];
-
-        if (tid_l < BANDS) {
-                bs[tid_l           ] = b[tid-BANDS];
-                bs[blockDim.x+tid_l] = b[tid+BANDS];
-        }
-
-        FT result = b_coefs[0] * bs[BANDS + tid_l];
-
-        __syncthreads();
-
-        #pragma unroll
-        for (int i = 0; i < BANDS; i++) {
-                result += b_coefs[BANDS - i] * bs[tid_l + i];
-        }
-
-        //result += b_coefs[0] * bs[BANDS + tid_l];
-
-        #pragma unroll
-        for (int i = 0; i < BANDS; i++) {
-                result += b_coefs[i] * bs[BANDS + tid_l + i];
-        }
-
-        x[tid] = result;
-        
-
-}
-
-
-
-
-
-
-
-template<class FT>
-class InvPreconditioner3D : public Preconditioner<FT> {
-private:
-        FT *c_prime;
-        int m;
-        cublasHandle_t cublas_handle;
-        FT *b_trans;
-        FT alpha, alpha_23;
-
-        int kernel_block_size;
-public:
-        virtual void init(int const m, FT const alpha, cublasHandle_t cublas_handle, cusparseHandle_t cusparse_handle) {
-                this->m = m;
-                this->alpha = alpha;
-                this-> cublas_handle = cublas_handle;
-
-//                FT *host_c_prime = new FT[m];
-
-                alpha_23 = pow(alpha, FT(2)/FT(3));
-
-//                host_c_prime[0] = FT(-1) / (alpha + FT(2));
-//                for (int i = 1; i < m; ++i) {
-//                        host_c_prime[i] = FT(-1) / (host_c_prime[i-1] + FT(2) + alpha);
-//                }
-
-                cudaMalloc((void **) &c_prime, m*sizeof(FT));
-//                cudaMemcpy(c_prime, host_c_prime, m*sizeof(FT), cudaMemcpyHostToDevice);
-
-//                delete[] host_c_prime;
-
-                cudaMalloc((void **) &b_trans, m*m*m*sizeof(FT));
-
-                int minGridSize;
-                cudaOccupancyMaxPotentialBlockSize(&minGridSize, &kernel_block_size, invM_kernel_n<FT>, 0, m*m);
-		if ( m <= 1024 )
-			kernel_block_size = m;
-		else
-			kernel_block_size = 1024;
-        }
-
-        virtual void run(FT const * const b, FT * const x) {
-
-             	//kernel_block_size    = 1024;
-		int n = m*m*m;
-		FT block_count =  divide_and_round_up(n, kernel_block_size);
-                FT threads_per_block = kernel_block_size;
-
-                std::cout << "Inv M 3D - Tk 1 = API computed block size : " << kernel_block_size << std::endl;
-                std::cout << "Inv M 3D - Tk 1 = API computed grid  size : " << block_count << std::endl;
-
-                FT *y = x;
-                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, b,       y);
-
-                FT *y_trans = b_trans;
-                cublas_transpose2(cublas_handle, m*m, m, y, y_trans);
-
-                FT *z_trans = y;
-                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, y_trans, z_trans);
-
-                FT *z_trans2 = y_trans;
-                cublas_transpose2(cublas_handle, m*m, m, z_trans, z_trans2);
-                FT *x_trans2 = z_trans;
-
-                invM_kernel3D<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>>(m,  n, 1, alpha, alpha_23, c_prime, z_trans2, x_trans2);
-                FT *x_trans = z_trans2;
-                cublas_transpose2(cublas_handle, m, m*m, x_trans2, x_trans);
-
-                cublas_transpose2(cublas_handle, m, m*m, x_trans, x);
-        }
-
-
-        virtual void run2(FT const * const b, FT * const x) {
-
-/*
-                std::cout << "Inv M - Tk 1 = API computed block size : " << kernel_block_size << std::endl;
-
-                //kernel_block_size    = 1024;
-                FT block_count       = divide_and_round_up(m*m, kernel_block_size);
-                FT threads_per_block = kernel_block_size;
-
-                cublas_transpose(cublas_handle, m, b, b_trans);
-                FT *y_trans = x;
-
-                invM_kernel<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, b_trans, y_trans);
-
-                FT *y = b_trans;
-                cublas_transpose(cublas_handle, m, y_trans, y);
-
-                invM_kernel<FT><<<block_count, threads_per_block, (2*BANDS + threads_per_block)*sizeof(FT) >>> (m, m, 1, alpha, beta, c_prime, y, x);
-
-                std::cout << "Inv M - Tk 1" << std::endl;
-
-*/
-
-	}
-
-        virtual void run3(FT const * const b, FT * const x) {
-
-	}
-
-
-
-};
+//
+//*/
+//
+//	}
+//
+//        virtual void run3(FT const * const b, FT * const x) {
+//
+//	}
+//
+//
+//
+//};
diff --git a/solver.h b/solver.h
index eab8eb3..a7c1433 100644
--- a/solver.h
+++ b/solver.h
@@ -386,12 +386,13 @@ int solve_with_conjugate_gradient3D(cublasHandle_t   const cublas_handle,
                 preconditioner->init(m, alpha, cublas_handle, cusparse_handle); 
         }
 
-        //delete
-        for (int r = 0; r < 10; r++) {
-        	preconditioner->run(b, x);
-        }
-        return 0;
-        // delete - end
+// LR: TODO: delete
+//        //delete
+//        for (int r = 0; r < 10; r++) {
+//        	preconditioner->run(b, x);
+//        }
+//        return 0;
+//        // delete - end
 
         device_memset<FT>(x, FT(0), n); // x = 0
         FT *p, *r, *h, *Ax, *q;
diff --git a/test b/test
index 396a79ca903455a855f8bd28cdaba0d23e7a1809..881688afc90d49e3921fddef7fbde91fd302db9a 100755
GIT binary patch
delta 218767
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diff --git a/test.cu b/test.cu
index 75a7d77..5be5871 100644
--- a/test.cu
+++ b/test.cu
@@ -41,184 +41,85 @@ int main (int argc, char *argv[])
     cublasCreate(&cublas_handle);
     cusparseCreate(&cusparse_handle); 
 
-	const double alpha = 1; 			//0.01f;
-    int max_iter       = 2; 			//10000;
+	const double alpha = 0.01f; 		//0.01f;
+    int max_iter       = 10000; 		//10000;
     double tolerance   = 0.00001;
-//    const int m        = M; //1 * 1024; 	//32; //8 * 1024; // 2048;
-//
-//    int experiment;
-//    experiment = atoi(argv[1]);
-//    printf("Running experiment: %d \n",experiment);
-//
-//	int num_iter;
-//    double *b, *x;
-//
-//	double *h_x, *h_b;
-//
-//	h_x = (double * ) malloc ( (m*m)*sizeof(double) );
-//	h_b = (double * ) malloc ( (m*m)*sizeof(double) );
-//
-//	for (int i = 0; i < M; i++) {
-//		for (int j = 0; j < M; j++)
-//		{
-//			if ( j == 0)
-//				h_b[i*M + j] = i+1.0;
-//			else
-//				h_b[i*M + j] = 0.0;
-//
-//			h_x[i*M + j] = 0.0;
-//		}
-//	}
-//
-//
-//
-//	cudaMalloc((void **) &b, (m*m)*sizeof(double));
-//    cudaMalloc((void **) &x, (m*m)*sizeof(double));
-//
-//    device_memset_inc<double>(x, 0.0, m*m);
-//    cudaMemcpy( b, h_b, (m*m)*sizeof(double) , cudaMemcpyHostToDevice );
-//
-//
-//
-///*
-//    num_iter = solve_with_conjugate_gradient<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, NULL );
-//    cout << num_iter << " CG only -  iterations" << endl;
-//
-//    cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//
-//  	//for (int i = 0; i < m*m; i++)
-//  	//	cout << h_x[i] << " ";
-//
-//    cout << endl;
-//*/
-//
-//
-//    if (experiment == 1 || experiment == 0) {
-//		ThomasPreconditioner<double> preconditioner_th(false);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_th);
-//		cout << " Chebyschev - Thomas Prec w. cublas transpose. -  iterations: " << num_iter << endl;
-//
-//	//    cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//	//    for (int i = 0; i < m*m; i++) {
-//	//		if (i % m == 0) cout << endl;
-//	//    	cout << h_x[i] << "\t";
-//	//    }
-//	//    cout << endl;
-//    }
-//
-//    if (experiment == 2 || experiment == 0) {
-//		ThomasPreconditioner<double> preconditioner_th_it(true);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_th_it);
-//		cout << " Chebyschev - Thomas Prec. w implicit transpose -  iterations: " << num_iter << endl;
-//    }
-//
-//    if (experiment == 10 || experiment == 0) {
-//		SpikeThomasPreconditioner<double> preconditioner_sp4(4);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp4);
-//		cout << " Chebyschev - Thomas-SPIKE(4) Prec. -  iterations: " << num_iter << endl;
-//    }
-//
-//    if (experiment == 11 || experiment == 0) {
-//		SpikeThomasPreconditioner<double> preconditioner_sp8(8);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp8);
-//		cout << " Chebyschev - Thomas-SPIKE(8) Prec. -  iterations: " << num_iter << endl;
-//    }
-//
-//    if (experiment == 12 || experiment == 0) {
-//		SpikeThomasPreconditioner<double> preconditioner_sp16(16);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp16);
-//		cout << " Chebyschev - Thomas-SPIKE(16) Prec. -  iterations: " << num_iter << endl;
-//    }
-//
-//    if (experiment == 20 || experiment == 0) {
-//    	InvPreconditioner<double> preconditioner_in(false);
-//		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_in);
-//		cout << " Chebyschev - inverse Matrix prec. w. cublas trans -  iterations: " << num_iter << endl;
-//    }
-//
-//
-//
-//
-//
-//
-//
-//
-///*
-//    SpikeThomasPreconditioner<double> preconditioner(8);
-//    num_iter = solve_with_conjugate_gradient<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner );
-//    cout << num_iter << " CG Spike-Thomas prec - iterations" << endl;
-//
-//	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//	//for (int i = 0; i < m*m; i++)
-//	//	cout << h_x[i] << " ";
-//	cout << endl;
-//*/
-//
-//
-///*
-//    ThomasPreconditioner<double> preconditioner2;
-//    num_iter = solve_with_conjugate_gradient<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner2 );
-//    cout << num_iter << " CG Thomas prec - iterations" << endl;
-//
-//    cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-//	//for (int i = 0; i < m*m; i++)
-//	//	cout << h_x[i] << " ";
-//
-//    cout << endl;
-//*/
-//
-//
-//
-////        InvPreconditioner<double> preconditionerInv;
-////        num_iter = solve_with_conjugate_gradient<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditionerInv );
-////        cout << num_iter << " CG InvM prec - iterations" << endl;
-//
-////        cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
-////        for (int i = 0; i < m*m; i++)
-////                cout << h_x[i] << " ";
-//
-// //       cout << endl;
-//
-
-
-
-	int num_iter; 
-
-#define PREC double
- 	
-        PREC *b_3d, *x_3d;
-        int m_3d = M;
-
-        PREC * h_x_3d;
-        h_x_3d = (PREC * ) malloc ( (m_3d*m_3d*m_3d) * sizeof(PREC) );
-
-
-        cudaMalloc((void **) &b_3d, (m_3d*m_3d*m_3d)*sizeof(PREC));
-        cudaMalloc((void **) &x_3d, (m_3d*m_3d*m_3d)*sizeof(PREC));
-
-        for (int i = 0; i < m_3d*m_3d*m_3d; i++)
-        	h_x_3d[i] = i;
-
-        cudaMemcpy( b_3d, h_x_3d, (m_3d*m_3d*m_3d)*sizeof(PREC) , cudaMemcpyHostToDevice );
-
-        //device_memset<double>(b_3d, 1.0, m_3d*m_3d*m_3d);
-
-	//Inv
-	
-	ThomasPreconditioner3D<PREC> preconditioner_inv3d;
-        num_iter = solve_with_conjugate_gradient3D<PREC>(cublas_handle, cusparse_handle, m_3d, alpha, b_3d, x_3d, max_iter, tolerance, &preconditioner_inv3d); // NULL );
-        cout << num_iter << " CG 3D only - iterations" << endl;
-
-	cudaMemcpy( h_x_3d, b_3d, (m_3d*m_3d*m_3d)*sizeof(double) , cudaMemcpyDeviceToHost );
-        //for (int i = 0; i < m_3d*m_3d*m_3d; i++)
-        //       cout << h_x_3d[i] << endl;
-        cout << endl;
-
-	
-
-//        ThomasPreconditioner3D<double> preconditioner_3d;
-//        num_iter = solve_with_conjugate_gradient3D<double>(cublas_handle, cusparse_handle, m_3d, alpha, b_3d, x_3d, max_iter, tolerance, &preconditioner_3d);
-//        cout << num_iter << " CG 3D Thomas Prec - iterations" << endl;
+    const int m        = M; 			//1 * 1024; 	//32; //8 * 1024; // 2048;
+
+    int experiment;
+    experiment = atoi(argv[1]);
+    printf("Running experiment: %d \n",experiment);
+
+	int num_iter;
+    double *b, *x;
+
+	double *h_x, *h_b;
+
+	h_x = (double * ) malloc ( (m*m)*sizeof(double) );
+	h_b = (double * ) malloc ( (m*m)*sizeof(double) );
+
+	for (int i = 0; i < M; i++) {
+		for (int j = 0; j < M; j++)
+		{
+			if ( j == 0)
+				h_b[i*M + j] = i+1.0;
+			else
+				h_b[i*M + j] = 0.0;
+
+			h_x[i*M + j] = 0.0;
+		}
+	}
+
+
+	cudaMalloc((void **) &b, (m*m)*sizeof(double));
+    cudaMalloc((void **) &x, (m*m)*sizeof(double));
+
+
+    device_memset_inc<double>(x, 0.0, m*m);
+    cudaMemcpy( b, h_b, (m*m)*sizeof(double) , cudaMemcpyHostToDevice );
+
+
+    if (experiment == 1 || experiment == 0) {
+		ThomasPreconditioner<double> preconditioner_th(false);
+		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_th);
+		cout << " Chebyschev - Thomas Prec w. cublas transpose. -  iterations: " << num_iter << endl;
+    }
+
+    if (experiment == 2 || experiment == 0) {
+		ThomasPreconditioner<double> preconditioner_th_it(true);
+		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_th_it);
+		cout << " Chebyschev - Thomas Prec. w implicit transpose -  iterations: " << num_iter << endl;
+    }
+
+    if (experiment == 10 || experiment == 0) {
+		SpikeThomasPreconditioner<double> preconditioner_sp4(4);
+		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp4);
+		cout << " Chebyschev - Thomas-SPIKE(4) Prec. -  iterations: " << num_iter << endl;
+    }
+
+    if (experiment == 11 || experiment == 0) {
+		SpikeThomasPreconditioner<double> preconditioner_sp8(8);
+		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp8);
+		cout << " Chebyschev - Thomas-SPIKE(8) Prec. -  iterations: " << num_iter << endl;
+    }
+
+    if (experiment == 12 || experiment == 0) {
+		SpikeThomasPreconditioner<double> preconditioner_sp16(16);
+		num_iter = solve_with_chebyshev_iteration<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner_sp16);
+		cout << " Chebyschev - Thomas-SPIKE(16) Prec. -  iterations: " << num_iter << endl;
+    }
+
+    if (experiment == 30 || experiment == 0) {
+   	    SpikeThomasPreconditioner<double> preconditioner(8);
+   	    num_iter = solve_with_conjugate_gradient<double>(cublas_handle, cusparse_handle, m, alpha, b, x, max_iter, tolerance, &preconditioner );
+   	    cout << " CG - Thomas-SPIKE(8) Prec. -  iterations: " << num_iter << endl;
+    }
+
+    // Print results
+//   	cudaMemcpy( h_x, x, (m*m)*sizeof(double) , cudaMemcpyDeviceToHost );
+//    for (int i = 0; i < m*m; i++)
+//    	cout << h_x[i] << "\n";
+//   	cout << endl;
 
 
 }
-- 
GitLab