performdocking.cpp 64.1 KB
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/*

OCLADock, an OpenCL implementation of AutoDock 4.2 running a Lamarckian Genetic Algorithm
Copyright (C) 2017 TU Darmstadt, Embedded Systems and Applications Group, Germany. All rights reserved.

AutoDock is a Trade Mark of the Scripps Research Institute.

This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; either version 2
of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.

*/


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#ifndef _WIN32
#define STRINGIZE2(s) #s
#define STRINGIZE(s)	STRINGIZE2(s)
#define KRNL_FILE STRINGIZE(KRNL_SOURCE)
#define KRNL_FOLDER STRINGIZE(KRNL_DIRECTORY)
#define KRNL_COMMON STRINGIZE(KCMN_DIRECTORY)
#define KRNL1 STRINGIZE(K1)
#define KRNL2 STRINGIZE(K2)
#define KRNL3 STRINGIZE(K3)
#define KRNL4 STRINGIZE(K4)
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#define KRNL5 STRINGIZE(K5)
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#define KRNL6 STRINGIZE(K6)
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#define KRNL7 STRINGIZE(K7)
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#else
#define KRNL_FILE KRNL_SOURCE
#define KRNL_FOLDER KRNL_DIRECTORY
#define KRNL_COMMON KCMN_DIRECTORY
#define KRNL1 K1
#define KRNL2 K2
#define KRNL3 K3
#define KRNL4 K4
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#define KRNL5 K5
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#define KRNL6 K6
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#define KRNL7 K7
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#endif

#define INC " -I " KRNL_FOLDER " -I " KRNL_COMMON

#if defined (N16WI)
	#define KNWI " -DN16WI "
#elif defined (N32WI)
	#define KNWI " -DN32WI "
#elif defined (N64WI)
	#define KNWI " -DN64WI "
#elif defined (N128WI)
	#define KNWI " -DN128WI "
#elif defined (N256WI)
		#define KNWI " -DN256WI "
#else
	#define KNWI	" -DN64WI "
#endif

#if defined (REPRO)
	#define REP " -DREPRO "
#else
	#define REP " "
#endif

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#define KGDB_GPU	" -g -O0 -Werror -cl-opt-disable "
#define KGDB_CPU	" -g3 -Werror -cl-opt-disable "
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// Might work in some (Intel) devices " -g -s " KRNL_FILE
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#if defined (DOCK_DEBUG)
	#if defined (CPU_DEVICE)
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		#define KGDB KGDB_CPU
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	#elif defined (GPU_DEVICE)
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		#define KGDB KGDB_GPU
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	#endif
#else
	#define KGDB " "
#endif

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#define OPT_PROG INC KNWI REP KGDB

#include "performdocking.h"
#include "stringify.h"
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#include "correct_grad_axisangle.h"
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int docking_with_gpu(const Gridinfo*  	 	mygrid,
	         /*const*/ float*      		cpu_floatgrids,
                           Dockpars*   		mypars,
		     const Liganddata* 		myligand_init,
		     const Liganddata* 		myxrayligand,
		     const int*        		argc,
		           char**      		argv,
		           clock_t     		clock_start_program)
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/* The function performs the docking algorithm and generates the corresponding result files.
parameter mygrid:
		describes the grid
		filled with get_gridinfo()
parameter cpu_floatgrids:
		points to the memory region containing the grids
		filled with get_gridvalues_f()
parameter mypars:
		describes the docking parameters
		filled with get_commandpars()
parameter myligand_init:
		describes the ligands
		filled with get_liganddata()
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parameter myxrayligand:
		describes the xray ligand
		filled with get_xrayliganddata()
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parameters argc and argv:
		are the corresponding command line arguments parameter clock_start_program:
		contains the state of the clock tick counter at the beginning of the program
filled with clock() */
{
// =======================================================================
// OpenCL Host Setup
// =======================================================================
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	cl_platform_id*  platform_id;
	cl_device_id*    device_id;
	cl_context       context;
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	cl_command_queue command_queue;
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	cl_program       program;
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#ifdef _WIN32
	const char *filename = KRNL_FILE;
	printf("\n%-40s %-40s\n", "Kernel source file: ", filename);  fflush(stdout);
#else
	printf("\n%-40s %-40s\n", "Kernel source used for development: ", "./device/calcenergy.cl");  fflush(stdout);
	printf(  "%-40s %-40s\n", "Kernel string used for building: ",    "./host/inc/stringify.h");  fflush(stdout);
#endif

	const char* options_program = OPT_PROG;
	printf("%-40s %-40s\n", "Kernel compilation flags: ", options_program); fflush(stdout);

	cl_kernel kernel1; const char *name_k1 = KRNL1;
	size_t kernel1_gxsize, kernel1_lxsize;

	cl_kernel kernel2; const char *name_k2 = KRNL2;
	size_t kernel2_gxsize, kernel2_lxsize;

	cl_kernel kernel3; const char *name_k3 = KRNL3;
	size_t kernel3_gxsize, kernel3_lxsize;

	cl_kernel kernel4; const char *name_k4 = KRNL4;
	size_t kernel4_gxsize, kernel4_lxsize;

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	cl_kernel kernel5; const char *name_k5 = KRNL5;
	size_t kernel5_gxsize, kernel5_lxsize;

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	cl_kernel kernel6; const char *name_k6 = KRNL6;
	size_t kernel6_gxsize, kernel6_lxsize;

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	cl_kernel kernel7; const char *name_k7 = KRNL7;
	size_t kernel7_gxsize, kernel7_lxsize;

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	cl_uint platformCount;
	cl_uint deviceCount;

	// Times
	cl_ulong time_start_kernel;
	cl_ulong time_end_kernel;

	// Get all available platforms
	if (getPlatforms(&platform_id,&platformCount) != 0) return 1;

	// Get all devices of first platform
	if (getDevices(platform_id[0],platformCount,&device_id,&deviceCount) != 0) return 1;

	// Create context from first platform
	if (createContext(platform_id[0],1,device_id,&context) != 0) return 1;

	// Create command queue for first device
	if (createCommandQueue(context,device_id[0],&command_queue) != 0) return 1;

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	// Create program from source 
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#ifdef _WIN32
	if (ImportSource(filename, name_k1, device_id, context, options_program, &kernel1) != 0) return 1;
	if (ImportSource(filename, name_k2, device_id, context, options_program, &kernel2) != 0) return 1;
	if (ImportSource(filename, name_k3, device_id, context, options_program, &kernel3) != 0) return 1;
	if (ImportSource(filename, name_k4, device_id, context, options_program, &kernel4) != 0) return 1;
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	if (ImportSource(filename, name_k5, device_id, context, options_program, &kernel5) != 0) return 1;
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	if (ImportSource(filename, name_k6, device_id, context, options_program, &kernel6) != 0) return 1;
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	if (ImportSource(filename, name_k7, device_id, context, options_program, &kernel7) != 0) return 1;
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#else
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	if (ImportSourceToProgram(calcenergy_ocl, device_id, context, &program, options_program) != 0) return 1;
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#endif

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	// Create kernels
	if (createKernel(device_id, &program, name_k1, &kernel1) != 0) return 1;
	if (createKernel(device_id, &program, name_k2, &kernel2) != 0) return 1;
	if (createKernel(device_id, &program, name_k3, &kernel3) != 0) return 1;
	if (createKernel(device_id, &program, name_k4, &kernel4) != 0) return 1;
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	if (createKernel(device_id, &program, name_k5, &kernel5) != 0) return 1;
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	if (createKernel(device_id, &program, name_k6, &kernel6) != 0) return 1;
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	if (createKernel(device_id, &program, name_k7, &kernel7) != 0) return 1;
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// End of OpenCL Host Setup
// =======================================================================

	Liganddata myligand_reference;

	float* cpu_init_populations;
	float* cpu_final_populations;
	float* cpu_energies;
	Ligandresult* cpu_result_ligands;
	unsigned int* cpu_prng_seeds;
	int* cpu_evals_of_runs;
	float* cpu_ref_ori_angles;

	Dockparameters dockpars;
	size_t size_floatgrids;
	size_t size_populations;
	size_t size_energies;
	size_t size_prng_seeds;
	size_t size_evals_of_runs;

	int threadsPerBlock;
	int blocksPerGridForEachEntity;
	int blocksPerGridForEachRun;
	int blocksPerGridForEachLSEntity;
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	int blocksPerGridForEachGradMinimizerEntity;
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	unsigned long run_cnt;	/* int run_cnt; */
	int generation_cnt;
	int i;
	double progress;

	int curr_progress_cnt;
	int new_progress_cnt;

	clock_t clock_start_docking;
	clock_t	clock_stop_docking;
	clock_t clock_stop_program_before_clustering;

	//setting number of blocks and threads
	threadsPerBlock = NUM_OF_THREADS_PER_BLOCK;
	blocksPerGridForEachEntity = mypars->pop_size * mypars->num_of_runs;
	blocksPerGridForEachRun = mypars->num_of_runs;

	//allocating CPU memory for initial populations
	size_populations = mypars->num_of_runs * mypars->pop_size * GENOTYPE_LENGTH_IN_GLOBMEM*sizeof(float);
	cpu_init_populations = (float*) malloc(size_populations);
	memset(cpu_init_populations, 0, size_populations);

	//allocating CPU memory for results
	size_energies = mypars->pop_size * mypars->num_of_runs * sizeof(float);
	cpu_energies = (float*) malloc(size_energies);
	cpu_result_ligands = (Ligandresult*) malloc(sizeof(Ligandresult)*(mypars->num_of_runs));
	cpu_final_populations = cpu_init_populations;

	//allocating memory in CPU for reference orientation angles
	cpu_ref_ori_angles = (float*) malloc(mypars->num_of_runs*3*sizeof(float));

	//generating initial populations and random orientation angles of reference ligand
	//(ligand will be moved to origo and scaled as well)
	myligand_reference = *myligand_init;
	gen_initpop_and_reflig(mypars, cpu_init_populations, cpu_ref_ori_angles, &myligand_reference, mygrid);

	//allocating memory in CPU for pseudorandom number generator seeds and
	//generating them (seed for each thread during GA)
	size_prng_seeds = blocksPerGridForEachEntity * threadsPerBlock * sizeof(unsigned int);
	cpu_prng_seeds = (unsigned int*) malloc(size_prng_seeds);

	genseed(time(NULL));	//initializing seed generator

	for (i=0; i<blocksPerGridForEachEntity*threadsPerBlock; i++)
#if defined (REPRO)
		cpu_prng_seeds[i] = 1u;
#else
		cpu_prng_seeds[i] = genseed(0u);
#endif

	//allocating memory in CPU for evaluation counters
	size_evals_of_runs = mypars->num_of_runs*sizeof(int);
	cpu_evals_of_runs = (int*) malloc(size_evals_of_runs);
	memset(cpu_evals_of_runs, 0, size_evals_of_runs);

	//preparing the constant data fields for the GPU
	// ----------------------------------------------------------------------
	// The original function does CUDA calls initializing const Kernel data.
	// We create a struct to hold those constants
	// and return them <here> (<here> = where prepare_const_fields_for_gpu() is called),
	// so we can send them to Kernels from <here>, instead of from calcenergy.cpp as originally.
	// ----------------------------------------------------------------------
	// Constant struct
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/*
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	kernelconstant KerConst;

	if (prepare_const_fields_for_gpu(&myligand_reference, mypars, cpu_ref_ori_angles, &KerConst) == 1)
		return 1;
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*/

	kernelconstant_interintra	KerConst_interintra;
	kernelconstant_intracontrib	KerConst_intracontrib;
	kernelconstant_intra		KerConst_intra;
	kernelconstant_rotlist		KerConst_rotlist;
	kernelconstant_conform		KerConst_conform;
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	kernelconstant_grads		KerConst_grads;
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	if (prepare_const_fields_for_gpu(&myligand_reference, mypars, cpu_ref_ori_angles, 
					 &KerConst_interintra, 
					 &KerConst_intracontrib, 
					 &KerConst_intra, 
					 &KerConst_rotlist, 
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					 &KerConst_conform,
					 &KerConst_grads) == 1) {
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		return 1;
	}
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	// Constant data holding struct data
	// Created because structs containing array
	// are not supported as OpenCL kernel args
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/*
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  	cl_mem mem_atom_charges_const;
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	cl_mem mem_atom_types_const;
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  	cl_mem mem_intraE_contributors_const;
  	cl_mem mem_reqm_const;
  	cl_mem mem_reqm_hbond_const;
  	cl_mem mem_atom1_types_reqm_const;
  	cl_mem mem_atom2_types_reqm_const;
  	cl_mem mem_VWpars_AC_const;
  	cl_mem mem_VWpars_BD_const;
  	cl_mem mem_dspars_S_const;
  	cl_mem mem_dspars_V_const;
  	cl_mem mem_rotlist_const;
  	cl_mem mem_ref_coords_x_const;
  	cl_mem mem_ref_coords_y_const;
  	cl_mem mem_ref_coords_z_const;
  	cl_mem mem_rotbonds_moving_vectors_const;
  	cl_mem mem_rotbonds_unit_vectors_const;
  	cl_mem mem_ref_orientation_quats_const;
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*/
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	cl_mem mem_interintra_const;
	cl_mem mem_intracontrib_const;
	cl_mem mem_intra_const;
	cl_mem mem_rotlist_const;
	cl_mem mem_conform_const;

	size_t sz_interintra_const	= MAX_NUM_OF_ATOMS*sizeof(float) + 
					  MAX_NUM_OF_ATOMS*sizeof(char);

	size_t sz_intracontrib_const	= 3*MAX_INTRAE_CONTRIBUTORS*sizeof(char);

	size_t sz_intra_const		= ATYPE_NUM*sizeof(float) + 
					  ATYPE_NUM*sizeof(float) + 
					  ATYPE_NUM*sizeof(unsigned int) + 
					  ATYPE_NUM*sizeof(unsigned int) + 
				          MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float) + 
					  MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float) + 
					  MAX_NUM_OF_ATYPES*sizeof(float) + 
					  MAX_NUM_OF_ATYPES*sizeof(float);

	size_t sz_rotlist_const		= MAX_NUM_OF_ROTATIONS*sizeof(int);

	size_t sz_conform_const		= MAX_NUM_OF_ATOMS*sizeof(float) + 
					  MAX_NUM_OF_ATOMS*sizeof(float) + 
					  MAX_NUM_OF_ATOMS*sizeof(float) + 
					  3*MAX_NUM_OF_ROTBONDS*sizeof(float) + 
					  3*MAX_NUM_OF_ROTBONDS*sizeof(float) + 
					  4*MAX_NUM_OF_RUNS*sizeof(float);
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  	cl_mem mem_rotbonds_const;
  	cl_mem mem_rotbonds_atoms_const;
  	cl_mem mem_num_rotating_atoms_per_rotbond_const;

	// Constant data for correcting axisangle gradients
	cl_mem mem_angle_const;
	cl_mem mem_dependence_on_theta_const;
	cl_mem mem_dependence_on_rotangle_const;
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	// These constants are allocated in global memory since
	// there is a limited number of constants that can be passed
	// as arguments to kernel
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/*
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*sizeof(float),                         &mem_atom_charges_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*sizeof(char),                          &mem_atom_types_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,3*MAX_INTRAE_CONTRIBUTORS*sizeof(char),                 &mem_intraE_contributors_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,ATYPE_NUM*sizeof(float),				    &mem_reqm_const);
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	mallocBufferObject(context,CL_MEM_READ_ONLY,ATYPE_NUM*sizeof(float),				    &mem_reqm_hbond_const);
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	mallocBufferObject(context,CL_MEM_READ_ONLY,ATYPE_NUM*sizeof(unsigned int),			    &mem_atom1_types_reqm_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,ATYPE_NUM*sizeof(unsigned int),                         &mem_atom2_types_reqm_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float),      &mem_VWpars_AC_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float),      &mem_VWpars_BD_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATYPES*sizeof(float),                        &mem_dspars_S_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATYPES*sizeof(float),                        &mem_dspars_V_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ROTATIONS*sizeof(int),                       &mem_rotlist_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*sizeof(float),                         &mem_ref_coords_x_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*sizeof(float),                         &mem_ref_coords_y_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*sizeof(float),                         &mem_ref_coords_z_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,3*MAX_NUM_OF_ROTBONDS*sizeof(float),                    &mem_rotbonds_moving_vectors_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,3*MAX_NUM_OF_ROTBONDS*sizeof(float),                    &mem_rotbonds_unit_vectors_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,4*MAX_NUM_OF_RUNS*sizeof(float),                        &mem_ref_orientation_quats_const);
*/
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	mallocBufferObject(context,CL_MEM_READ_ONLY,sz_interintra_const,	&mem_interintra_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,sz_intracontrib_const,   	&mem_intracontrib_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,sz_intra_const,             &mem_intra_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,sz_rotlist_const,           &mem_rotlist_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,sz_conform_const,           &mem_conform_const);

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	mallocBufferObject(context,CL_MEM_READ_ONLY,2*MAX_NUM_OF_ROTBONDS*sizeof(int),                      &mem_rotbonds_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ATOMS*MAX_NUM_OF_ROTBONDS*sizeof(int),       &mem_rotbonds_atoms_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,MAX_NUM_OF_ROTBONDS*sizeof(int),      		    &mem_num_rotating_atoms_per_rotbond_const);
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	mallocBufferObject(context,CL_MEM_READ_ONLY,1000*sizeof(float),&mem_angle_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,1000*sizeof(float),&mem_dependence_on_theta_const);
	mallocBufferObject(context,CL_MEM_READ_ONLY,1000*sizeof(float),&mem_dependence_on_rotangle_const);
   	
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/*
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	memcopyBufferObjectToDevice(command_queue,mem_atom_charges_const,			false,  &KerConst.atom_charges_const,           MAX_NUM_OF_ATOMS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_atom_types_const,           		false,	&KerConst.atom_types_const,             MAX_NUM_OF_ATOMS*sizeof(char));
	memcopyBufferObjectToDevice(command_queue,mem_intraE_contributors_const,  		false,  &KerConst.intraE_contributors_const,    3*MAX_INTRAE_CONTRIBUTORS*sizeof(char));
	memcopyBufferObjectToDevice(command_queue,mem_reqm_const,         			false,  &KerConst.reqm_const,           	ATYPE_NUM*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_reqm_hbond_const,         		false,	&KerConst.reqm_hbond_const,           	ATYPE_NUM*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_atom1_types_reqm_const,         		false,  &KerConst.atom1_types_reqm_const,       ATYPE_NUM*sizeof(unsigned int));
	memcopyBufferObjectToDevice(command_queue,mem_atom2_types_reqm_const,         		false,	&KerConst.atom2_types_reqm_const,       ATYPE_NUM*sizeof(unsigned int));
	memcopyBufferObjectToDevice(command_queue,mem_VWpars_AC_const,            		false,	&KerConst.VWpars_AC_const,              MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_VWpars_BD_const,            		false,	&KerConst.VWpars_BD_const,              MAX_NUM_OF_ATYPES*MAX_NUM_OF_ATYPES*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_dspars_S_const,             		false,	&KerConst.dspars_S_const,               MAX_NUM_OF_ATYPES*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_dspars_V_const,             		false,	&KerConst.dspars_V_const,               MAX_NUM_OF_ATYPES*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_rotlist_const,              		false,	&KerConst.rotlist_const,                MAX_NUM_OF_ROTATIONS*sizeof(int));
	memcopyBufferObjectToDevice(command_queue,mem_ref_coords_x_const,         		false,	&KerConst.ref_coords_x_const,           MAX_NUM_OF_ATOMS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_ref_coords_y_const,         		false,	&KerConst.ref_coords_y_const,           MAX_NUM_OF_ATOMS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_ref_coords_z_const,         		false,	&KerConst.ref_coords_z_const,           MAX_NUM_OF_ATOMS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_rotbonds_moving_vectors_const,		false,	&KerConst.rotbonds_moving_vectors_const,3*MAX_NUM_OF_ROTBONDS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_rotbonds_unit_vectors_const,  		false,	&KerConst.rotbonds_unit_vectors_const,  3*MAX_NUM_OF_ROTBONDS*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_ref_orientation_quats_const, 		false,	&KerConst.ref_orientation_quats_const,  4*MAX_NUM_OF_RUNS*sizeof(float));
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*/
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	memcopyBufferObjectToDevice(command_queue,mem_interintra_const,		false,	&KerConst_interintra,	sz_interintra_const);
	memcopyBufferObjectToDevice(command_queue,mem_intracontrib_const,      	false,	&KerConst_intracontrib, sz_intracontrib_const);
	memcopyBufferObjectToDevice(command_queue,mem_intra_const,       	false,	&KerConst_intra,       	sz_intra_const);
	memcopyBufferObjectToDevice(command_queue,mem_rotlist_const,     	false,	&KerConst_rotlist,     	sz_rotlist_const);
	memcopyBufferObjectToDevice(command_queue,mem_conform_const,     	false,	&KerConst_conform,     	sz_conform_const);

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	memcopyBufferObjectToDevice(command_queue,mem_rotbonds_const,  	      			false,	&KerConst_grads.rotbonds,  			2*MAX_NUM_OF_ROTBONDS*sizeof(int));
	memcopyBufferObjectToDevice(command_queue,mem_rotbonds_atoms_const,  	      		false,	&KerConst_grads.rotbonds_atoms,  		MAX_NUM_OF_ATOMS*MAX_NUM_OF_ROTBONDS*sizeof(int));
	memcopyBufferObjectToDevice(command_queue,mem_num_rotating_atoms_per_rotbond_const, 	false,	&KerConst_grads.num_rotating_atoms_per_rotbond, MAX_NUM_OF_ROTBONDS*sizeof(int));

  	memcopyBufferObjectToDevice(command_queue,mem_angle_const,				false,  &angle,           		1000*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_dependence_on_theta_const,		false,  &dependence_on_theta,           1000*sizeof(float));
	memcopyBufferObjectToDevice(command_queue,mem_dependence_on_rotangle_const,		false,  &dependence_on_rotangle,        1000*sizeof(float));
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	// ----------------------------------------------------------------------

 	//allocating GPU memory for populations, floatgirds,
	//energies, evaluation counters and random number generator states
	size_floatgrids = (sizeof(float)) * (mygrid->num_of_atypes+2) * (mygrid->size_xyz[0]) * (mygrid->size_xyz[1]) * (mygrid->size_xyz[2]);

	cl_mem mem_dockpars_fgrids;
	cl_mem mem_dockpars_conformations_current;
	cl_mem mem_dockpars_energies_current;
	cl_mem mem_dockpars_conformations_next;
	cl_mem mem_dockpars_energies_next;
	cl_mem mem_dockpars_evals_of_new_entities;
	cl_mem mem_gpu_evals_of_runs;
	cl_mem mem_dockpars_prng_states;

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	mallocBufferObject(context,CL_MEM_READ_ONLY,size_floatgrids,         			&mem_dockpars_fgrids);
	mallocBufferObject(context,CL_MEM_READ_WRITE,size_populations,        			&mem_dockpars_conformations_current);
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	mallocBufferObject(context,CL_MEM_READ_WRITE,size_energies,           			&mem_dockpars_energies_current);
	mallocBufferObject(context,CL_MEM_READ_WRITE,size_populations,        			&mem_dockpars_conformations_next);
	mallocBufferObject(context,CL_MEM_READ_WRITE,size_energies,    	      			&mem_dockpars_energies_next);
	mallocBufferObject(context,CL_MEM_READ_WRITE,mypars->pop_size*mypars->num_of_runs*sizeof(int), 	&mem_dockpars_evals_of_new_entities);

	// -------- Replacing with memory maps! ------------
#if defined (MAPPED_COPY)
	mallocBufferObject(context,CL_MEM_READ_WRITE | CL_MEM_ALLOC_HOST_PTR ,size_evals_of_runs,	  			&mem_gpu_evals_of_runs);
#else
	mallocBufferObject(context,CL_MEM_READ_WRITE,size_evals_of_runs,	  			&mem_gpu_evals_of_runs);
#endif
	// -------- Replacing with memory maps! ------------

	mallocBufferObject(context,CL_MEM_READ_WRITE,size_prng_seeds,  	      				&mem_dockpars_prng_states);

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	memcopyBufferObjectToDevice(command_queue,mem_dockpars_fgrids,                	false, cpu_floatgrids,  	size_floatgrids);
 	memcopyBufferObjectToDevice(command_queue,mem_dockpars_conformations_current, 	false, cpu_init_populations, 	size_populations);
	memcopyBufferObjectToDevice(command_queue,mem_gpu_evals_of_runs, 		false, cpu_evals_of_runs, 	size_evals_of_runs);
	memcopyBufferObjectToDevice(command_queue,mem_dockpars_prng_states,     	false, cpu_prng_seeds,      	size_prng_seeds);
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	//preparing parameter struct
	dockpars.num_of_atoms  = ((char)  myligand_reference.num_of_atoms);
	dockpars.num_of_atypes = ((char)  myligand_reference.num_of_atypes);
	dockpars.num_of_intraE_contributors = ((int) myligand_reference.num_of_intraE_contributors);
	dockpars.gridsize_x    = ((char)  mygrid->size_xyz[0]);
	dockpars.gridsize_y    = ((char)  mygrid->size_xyz[1]);
	dockpars.gridsize_z    = ((char)  mygrid->size_xyz[2]);
	dockpars.grid_spacing  = ((float) mygrid->spacing);
	dockpars.rotbondlist_length = ((int) NUM_OF_THREADS_PER_BLOCK*(myligand_reference.num_of_rotcyc));
	dockpars.coeff_elec    = ((float) mypars->coeffs.scaled_AD4_coeff_elec);
	dockpars.coeff_desolv  = ((float) mypars->coeffs.AD4_coeff_desolv);
	dockpars.pop_size      = mypars->pop_size;
	dockpars.num_of_genes  = myligand_reference.num_of_rotbonds + 6;
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	// Notice: dockpars.tournament_rate, dockpars.crossover_rate, dockpars.mutation_rate
	// were scaled down to [0,1] in host to reduce number of operations in device
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	dockpars.tournament_rate = mypars->tournament_rate/100.0f; 
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	dockpars.crossover_rate  = mypars->crossover_rate/100.0f;
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	dockpars.mutation_rate   = mypars->mutation_rate/100.f;
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	dockpars.abs_max_dang    = mypars->abs_max_dang;
	dockpars.abs_max_dmov    = mypars->abs_max_dmov;
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	dockpars.qasp 		 = mypars->qasp;
	dockpars.smooth 	 = mypars->smooth;
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	unsigned int g2 = dockpars.gridsize_x * dockpars.gridsize_y;
	unsigned int g3 = dockpars.gridsize_x * dockpars.gridsize_y * dockpars.gridsize_z;

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	dockpars.lsearch_rate    = mypars->lsearch_rate;

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	if (dockpars.lsearch_rate != 0.0f) 
	{
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		dockpars.num_of_lsentities = (unsigned int) (mypars->lsearch_rate/100.0*mypars->pop_size + 0.5);
		dockpars.rho_lower_bound   = mypars->rho_lower_bound;
		dockpars.base_dmov_mul_sqrt3 = mypars->base_dmov_mul_sqrt3;
		dockpars.base_dang_mul_sqrt3 = mypars->base_dang_mul_sqrt3;
		dockpars.cons_limit        = (unsigned int) mypars->cons_limit;
		dockpars.max_num_of_iters  = (unsigned int) mypars->max_num_of_iters;

		// The number of entities that undergo Solis-Wets minimization,
		blocksPerGridForEachLSEntity = dockpars.num_of_lsentities*mypars->num_of_runs;

		// The number of entities that undergo any gradient-based minimization,
		// by default, it is the same as the number of entities that undergo the Solis-Wets minimizer
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		blocksPerGridForEachGradMinimizerEntity = dockpars.num_of_lsentities*mypars->num_of_runs;
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		// Enable only for debugging.
		// Only one entity per reach run, undergoes gradient minimization
		//blocksPerGridForEachGradMinimizerEntity = mypars->num_of_runs;
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	}
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	printf("Local-search chosen method is: %s\n", (dockpars.lsearch_rate == 0.0f)? "GA" :
						      (
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						      (strcmp(mypars->ls_method, "sw")   == 0)?"Solis-Wets (sw)":
						      (strcmp(mypars->ls_method, "sd")   == 0)?"Steepest-Descent (sd)": 
						      (strcmp(mypars->ls_method, "fire") == 0)?"FIRE (fire)":
						      (strcmp(mypars->ls_method, "ad") == 0)?"ADADELTA (ad)": "Unknown")
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						      );
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	/*
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	printf("dockpars.num_of_intraE_contributors:%u\n", dockpars.num_of_intraE_contributors);
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	printf("dockpars.rotbondlist_length:%u\n", dockpars.rotbondlist_length);
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	*/
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	clock_start_docking = clock();

	//print progress bar
#ifndef DOCK_DEBUG
	printf("\nExecuting docking runs:\n");
	printf("        20%%        40%%       60%%       80%%       100%%\n");
	printf("---------+---------+---------+---------+---------+\n");
#else
	printf("\n");
#endif
	curr_progress_cnt = 0;

#ifdef DOCK_DEBUG
	// Main while-loop iterarion counter
	unsigned int ite_cnt = 0;
#endif

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	/*
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	// Addded for printing intracontributor_pairs (autodockdevpy)
	for (unsigned int intrapair_cnt=0; 
			  intrapair_cnt<dockpars.num_of_intraE_contributors;
			  intrapair_cnt++) {
		if (intrapair_cnt == 0) {
			printf("%-10s %-10s %-10s\n", "#pair", "#atom1", "#atom2");
		}

		printf ("%-10u %-10u %-10u\n", intrapair_cnt,
					    KerConst.intraE_contributors_const[3*intrapair_cnt],
					    KerConst.intraE_contributors_const[3*intrapair_cnt+1]);
	}
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	*/
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	// Kernel1
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	setKernelArg(kernel1,0, sizeof(dockpars.num_of_atoms),                  &dockpars.num_of_atoms);
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	setKernelArg(kernel1,1, sizeof(dockpars.num_of_atypes),                 &dockpars.num_of_atypes);
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	setKernelArg(kernel1,2, sizeof(dockpars.num_of_intraE_contributors),    &dockpars.num_of_intraE_contributors);
	setKernelArg(kernel1,3, sizeof(dockpars.gridsize_x),                    &dockpars.gridsize_x);
	setKernelArg(kernel1,4, sizeof(dockpars.gridsize_y),                    &dockpars.gridsize_y);
	setKernelArg(kernel1,5, sizeof(dockpars.gridsize_z),                    &dockpars.gridsize_z);
	setKernelArg(kernel1,6, sizeof(g2),                    		  	&g2);
	setKernelArg(kernel1,7, sizeof(g3),                    		  	&g3);
	setKernelArg(kernel1,8, sizeof(dockpars.grid_spacing),                  &dockpars.grid_spacing);
	setKernelArg(kernel1,9, sizeof(mem_dockpars_fgrids),                    &mem_dockpars_fgrids);
	setKernelArg(kernel1,10,sizeof(dockpars.rotbondlist_length),            &dockpars.rotbondlist_length);
	setKernelArg(kernel1,11,sizeof(dockpars.coeff_elec),                    &dockpars.coeff_elec);
	setKernelArg(kernel1,12,sizeof(dockpars.coeff_desolv),                  &dockpars.coeff_desolv);
	setKernelArg(kernel1,13,sizeof(mem_dockpars_conformations_current),     &mem_dockpars_conformations_current);
	setKernelArg(kernel1,14,sizeof(mem_dockpars_energies_current),          &mem_dockpars_energies_current);
	setKernelArg(kernel1,15,sizeof(mem_dockpars_evals_of_new_entities),     &mem_dockpars_evals_of_new_entities);
	setKernelArg(kernel1,16,sizeof(dockpars.pop_size),                      &dockpars.pop_size);
	setKernelArg(kernel1,17,sizeof(dockpars.qasp),                          &dockpars.qasp);
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	setKernelArg(kernel1,18,sizeof(dockpars.smooth),                        &dockpars.smooth);
	
	setKernelArg(kernel1,19,sizeof(mem_interintra_const),                 	&mem_interintra_const);
  	setKernelArg(kernel1,20,sizeof(mem_intracontrib_const),          	&mem_intracontrib_const);
  	setKernelArg(kernel1,21,sizeof(mem_intra_const),                        &mem_intra_const);
  	setKernelArg(kernel1,22,sizeof(mem_rotlist_const),                      &mem_rotlist_const);
  	setKernelArg(kernel1,23,sizeof(mem_conform_const),                 	&mem_conform_const);
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	kernel1_gxsize = blocksPerGridForEachEntity * threadsPerBlock;
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	kernel1_lxsize = threadsPerBlock;
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#ifdef DOCK_DEBUG
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	printf("%-25s %10s %8u %10s %4u\n", "K_INIT", "gSize: ", kernel1_gxsize, "lSize: ", kernel1_lxsize); fflush(stdout);
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#endif
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	// End of Kernel1
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	// Kernel2
  	setKernelArg(kernel2,0,sizeof(dockpars.pop_size),       		&dockpars.pop_size);
  	setKernelArg(kernel2,1,sizeof(mem_dockpars_evals_of_new_entities),      &mem_dockpars_evals_of_new_entities);
  	setKernelArg(kernel2,2,sizeof(mem_gpu_evals_of_runs),                   &mem_gpu_evals_of_runs);
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  	kernel2_gxsize = blocksPerGridForEachRun * threadsPerBlock;
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  	kernel2_lxsize = threadsPerBlock;
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#ifdef DOCK_DEBUG
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	printf("%-25s %10s %8u %10s %4u\n", "K_EVAL", "gSize: ", kernel2_gxsize, "lSize: ",  kernel2_lxsize); fflush(stdout);
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#endif
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	// End of Kernel2
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	// Kernel4
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  	setKernelArg(kernel4,0, sizeof(dockpars.num_of_atoms),                  &dockpars.num_of_atoms);
  	setKernelArg(kernel4,1, sizeof(dockpars.num_of_atypes),                 &dockpars.num_of_atypes);
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  	setKernelArg(kernel4,2, sizeof(dockpars.num_of_intraE_contributors),    &dockpars.num_of_intraE_contributors);
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  	setKernelArg(kernel4,3, sizeof(dockpars.gridsize_x),                    &dockpars.gridsize_x);
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  	setKernelArg(kernel4,4, sizeof(dockpars.gridsize_y),                    &dockpars.gridsize_y);
  	setKernelArg(kernel4,5, sizeof(dockpars.gridsize_z),                    &dockpars.gridsize_z);
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  	setKernelArg(kernel4,6, sizeof(g2),                    		  	&g2);
  	setKernelArg(kernel4,7, sizeof(g3),                    		  	&g3);
  	setKernelArg(kernel4,8, sizeof(dockpars.grid_spacing),                  &dockpars.grid_spacing);
  	setKernelArg(kernel4,9, sizeof(mem_dockpars_fgrids),                    &mem_dockpars_fgrids);
  	setKernelArg(kernel4,10,sizeof(dockpars.rotbondlist_length),            &dockpars.rotbondlist_length);
  	setKernelArg(kernel4,11,sizeof(dockpars.coeff_elec),                    &dockpars.coeff_elec);
  	setKernelArg(kernel4,12,sizeof(dockpars.coeff_desolv),                  &dockpars.coeff_desolv);
  	setKernelArg(kernel4,13,sizeof(mem_dockpars_conformations_current),     &mem_dockpars_conformations_current);
  	setKernelArg(kernel4,14,sizeof(mem_dockpars_energies_current),          &mem_dockpars_energies_current);
  	setKernelArg(kernel4,15,sizeof(mem_dockpars_conformations_next),        &mem_dockpars_conformations_next);
  	setKernelArg(kernel4,16,sizeof(mem_dockpars_energies_next),             &mem_dockpars_energies_next);
  	setKernelArg(kernel4,17,sizeof(mem_dockpars_evals_of_new_entities),     &mem_dockpars_evals_of_new_entities);
  	setKernelArg(kernel4,18,sizeof(mem_dockpars_prng_states),               &mem_dockpars_prng_states);
  	setKernelArg(kernel4,19,sizeof(dockpars.pop_size),                      &dockpars.pop_size);
  	setKernelArg(kernel4,20,sizeof(dockpars.num_of_genes),                  &dockpars.num_of_genes);
  	setKernelArg(kernel4,21,sizeof(dockpars.tournament_rate),               &dockpars.tournament_rate);
  	setKernelArg(kernel4,22,sizeof(dockpars.crossover_rate),                &dockpars.crossover_rate);
  	setKernelArg(kernel4,23,sizeof(dockpars.mutation_rate),                 &dockpars.mutation_rate);
  	setKernelArg(kernel4,24,sizeof(dockpars.abs_max_dmov),                  &dockpars.abs_max_dmov);
  	setKernelArg(kernel4,25,sizeof(dockpars.abs_max_dang),                  &dockpars.abs_max_dang);
  	setKernelArg(kernel4,26,sizeof(dockpars.qasp),                          &dockpars.qasp);
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  	setKernelArg(kernel4,27,sizeof(dockpars.smooth),                        &dockpars.smooth);

  	setKernelArg(kernel4,28,sizeof(mem_interintra_const),                 	&mem_interintra_const);
  	setKernelArg(kernel4,29,sizeof(mem_intracontrib_const),          	&mem_intracontrib_const);
  	setKernelArg(kernel4,30,sizeof(mem_intra_const),                        &mem_intra_const);
  	setKernelArg(kernel4,31,sizeof(mem_rotlist_const),                      &mem_rotlist_const);
  	setKernelArg(kernel4,32,sizeof(mem_conform_const),                 	&mem_conform_const);
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  	kernel4_gxsize = blocksPerGridForEachEntity * threadsPerBlock;
  	kernel4_lxsize = threadsPerBlock;
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#ifdef DOCK_DEBUG
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	printf("%-25s %10s %8u %10s %4u\n", "K_GA_GENERATION", "gSize: ",  kernel4_gxsize, "lSize: ", kernel4_lxsize); fflush(stdout);
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#endif
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	// End of Kernel4

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	if (dockpars.lsearch_rate != 0.0f) {
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		if (strcmp(mypars->ls_method, "sw") == 0) {
			// Kernel3
  			setKernelArg(kernel3,0, sizeof(dockpars.num_of_atoms),                  &dockpars.num_of_atoms);
  			setKernelArg(kernel3,1, sizeof(dockpars.num_of_atypes),                 &dockpars.num_of_atypes);
  			setKernelArg(kernel3,2, sizeof(dockpars.num_of_intraE_contributors),    &dockpars.num_of_intraE_contributors);
	 	 	setKernelArg(kernel3,3, sizeof(dockpars.gridsize_x),                    &dockpars.gridsize_x);
  			setKernelArg(kernel3,4, sizeof(dockpars.gridsize_y),                    &dockpars.gridsize_y);
  			setKernelArg(kernel3,5, sizeof(dockpars.gridsize_z),                    &dockpars.gridsize_z);
  			setKernelArg(kernel3,6, sizeof(g2),                    		  	&g2);
  			setKernelArg(kernel3,7, sizeof(g3),                    		  	&g3);
  			setKernelArg(kernel3,8, sizeof(dockpars.grid_spacing),                  &dockpars.grid_spacing);
  			setKernelArg(kernel3,9, sizeof(mem_dockpars_fgrids),                    &mem_dockpars_fgrids);
  			setKernelArg(kernel3,10,sizeof(dockpars.rotbondlist_length),            &dockpars.rotbondlist_length);
			setKernelArg(kernel3,11,sizeof(dockpars.coeff_elec),                    &dockpars.coeff_elec);
			setKernelArg(kernel3,12,sizeof(dockpars.coeff_desolv),                  &dockpars.coeff_desolv);
			setKernelArg(kernel3,13,sizeof(mem_dockpars_conformations_next),        &mem_dockpars_conformations_next);
			setKernelArg(kernel3,14,sizeof(mem_dockpars_energies_next),             &mem_dockpars_energies_next);
			setKernelArg(kernel3,15,sizeof(mem_dockpars_evals_of_new_entities),     &mem_dockpars_evals_of_new_entities);
			setKernelArg(kernel3,16,sizeof(mem_dockpars_prng_states),               &mem_dockpars_prng_states);
			setKernelArg(kernel3,17,sizeof(dockpars.pop_size),                      &dockpars.pop_size);
			setKernelArg(kernel3,18,sizeof(dockpars.num_of_genes),                  &dockpars.num_of_genes);
			setKernelArg(kernel3,19,sizeof(dockpars.lsearch_rate),                  &dockpars.lsearch_rate);
			setKernelArg(kernel3,20,sizeof(dockpars.num_of_lsentities),             &dockpars.num_of_lsentities);
			setKernelArg(kernel3,21,sizeof(dockpars.rho_lower_bound),               &dockpars.rho_lower_bound);
			setKernelArg(kernel3,22,sizeof(dockpars.base_dmov_mul_sqrt3),           &dockpars.base_dmov_mul_sqrt3);
			setKernelArg(kernel3,23,sizeof(dockpars.base_dang_mul_sqrt3),           &dockpars.base_dang_mul_sqrt3);
			setKernelArg(kernel3,24,sizeof(dockpars.cons_limit),                    &dockpars.cons_limit);
			setKernelArg(kernel3,25,sizeof(dockpars.max_num_of_iters),              &dockpars.max_num_of_iters);
			setKernelArg(kernel3,26,sizeof(dockpars.qasp),                          &dockpars.qasp);
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			setKernelArg(kernel3,27,sizeof(dockpars.smooth),                        &dockpars.smooth);

	  		setKernelArg(kernel3,28,sizeof(mem_interintra_const),                 	&mem_interintra_const);
		  	setKernelArg(kernel3,29,sizeof(mem_intracontrib_const),          	&mem_intracontrib_const);
	  		setKernelArg(kernel3,30,sizeof(mem_intra_const),                        &mem_intra_const);
	  		setKernelArg(kernel3,31,sizeof(mem_rotlist_const),                      &mem_rotlist_const);
	  		setKernelArg(kernel3,32,sizeof(mem_conform_const),                 	&mem_conform_const);
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			kernel3_gxsize = blocksPerGridForEachLSEntity * threadsPerBlock;
			kernel3_lxsize = threadsPerBlock;
  			#ifdef DOCK_DEBUG
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	  		printf("%-25s %10s %8u %10s %4u\n", "K_LS_SOLISWETS", "gSize: ", kernel3_gxsize, "lSize: ", kernel3_lxsize); fflush(stdout);
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  			#endif
			// End of Kernel3
		} else if (strcmp(mypars->ls_method, "sd") == 0) {
			// Kernel5
  			setKernelArg(kernel5,0, sizeof(dockpars.num_of_atoms),                   &dockpars.num_of_atoms);
  			setKernelArg(kernel5,1, sizeof(dockpars.num_of_atypes),                  &dockpars.num_of_atypes);
  			setKernelArg(kernel5,2, sizeof(dockpars.num_of_intraE_contributors),     &dockpars.num_of_intraE_contributors);
  			setKernelArg(kernel5,3, sizeof(dockpars.gridsize_x),                     &dockpars.gridsize_x);
  			setKernelArg(kernel5,4, sizeof(dockpars.gridsize_y),                     &dockpars.gridsize_y);
  			setKernelArg(kernel5,5, sizeof(dockpars.gridsize_z),                     &dockpars.gridsize_z);
  			setKernelArg(kernel5,6, sizeof(g2),                    		   	 &g2);
  			setKernelArg(kernel5,7, sizeof(g3),                    		   	 &g3);
  			setKernelArg(kernel5,8, sizeof(dockpars.grid_spacing),                   &dockpars.grid_spacing);
  			setKernelArg(kernel5,9, sizeof(mem_dockpars_fgrids),                     &mem_dockpars_fgrids);
  			setKernelArg(kernel5,10,sizeof(dockpars.rotbondlist_length),             &dockpars.rotbondlist_length);
  			setKernelArg(kernel5,11,sizeof(dockpars.coeff_elec),                     &dockpars.coeff_elec);
  			setKernelArg(kernel5,12,sizeof(dockpars.coeff_desolv),                   &dockpars.coeff_desolv);
  			setKernelArg(kernel5,13,sizeof(mem_dockpars_conformations_next),         &mem_dockpars_conformations_next);
  			setKernelArg(kernel5,14,sizeof(mem_dockpars_energies_next),              &mem_dockpars_energies_next);
  			setKernelArg(kernel5,15,sizeof(mem_dockpars_evals_of_new_entities),      &mem_dockpars_evals_of_new_entities);
  			setKernelArg(kernel5,16,sizeof(mem_dockpars_prng_states),                &mem_dockpars_prng_states);
  			setKernelArg(kernel5,17,sizeof(dockpars.pop_size),                       &dockpars.pop_size);
  			setKernelArg(kernel5,18,sizeof(dockpars.num_of_genes),                   &dockpars.num_of_genes);
  			setKernelArg(kernel5,19,sizeof(dockpars.lsearch_rate),                   &dockpars.lsearch_rate);
  			setKernelArg(kernel5,20,sizeof(dockpars.num_of_lsentities),              &dockpars.num_of_lsentities);
  			setKernelArg(kernel5,21,sizeof(dockpars.max_num_of_iters),               &dockpars.max_num_of_iters);
  			setKernelArg(kernel5,22,sizeof(dockpars.qasp),                           &dockpars.qasp);
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			setKernelArg(kernel5,23,sizeof(dockpars.smooth),                         &dockpars.smooth);

	  		setKernelArg(kernel5,24,sizeof(mem_interintra_const),                 	 &mem_interintra_const);
		  	setKernelArg(kernel5,25,sizeof(mem_intracontrib_const),          	 &mem_intracontrib_const);
	  		setKernelArg(kernel5,26,sizeof(mem_intra_const),                         &mem_intra_const);
	  		setKernelArg(kernel5,27,sizeof(mem_rotlist_const),                       &mem_rotlist_const);
	  		setKernelArg(kernel5,28,sizeof(mem_conform_const),                 	 &mem_conform_const);

  			setKernelArg(kernel5,29,sizeof(mem_rotbonds_const),         		 &mem_rotbonds_const);
  			setKernelArg(kernel5,30,sizeof(mem_rotbonds_atoms_const),   		 &mem_rotbonds_atoms_const);
  			setKernelArg(kernel5,31,sizeof(mem_num_rotating_atoms_per_rotbond_const),&mem_num_rotating_atoms_per_rotbond_const);
  			setKernelArg(kernel5,32,sizeof(mem_angle_const),			 &mem_angle_const);
  			setKernelArg(kernel5,33,sizeof(mem_dependence_on_theta_const),		 &mem_dependence_on_theta_const);
  			setKernelArg(kernel5,34,sizeof(mem_dependence_on_rotangle_const),  	 &mem_dependence_on_rotangle_const);

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  			kernel5_gxsize = blocksPerGridForEachGradMinimizerEntity * threadsPerBlock;
  			kernel5_lxsize = threadsPerBlock;
			#ifdef DOCK_DEBUG
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			printf("%-25s %10s %8u %10s %4u\n", "K_LS_GRAD_SDESCENT", "gSize: ", kernel5_gxsize, "lSize: ", kernel5_lxsize); fflush(stdout);
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			#endif
			// End of Kernel5
		} else if (strcmp(mypars->ls_method, "fire") == 0) {
			// Kernel6
  			setKernelArg(kernel6,0, sizeof(dockpars.num_of_atoms),                   &dockpars.num_of_atoms);
  			setKernelArg(kernel6,1, sizeof(dockpars.num_of_atypes),                  &dockpars.num_of_atypes);
  			setKernelArg(kernel6,2, sizeof(dockpars.num_of_intraE_contributors),     &dockpars.num_of_intraE_contributors);
  			setKernelArg(kernel6,3, sizeof(dockpars.gridsize_x),                     &dockpars.gridsize_x);
  			setKernelArg(kernel6,4, sizeof(dockpars.gridsize_y),                     &dockpars.gridsize_y);
  			setKernelArg(kernel6,5, sizeof(dockpars.gridsize_z),                     &dockpars.gridsize_z);
  			setKernelArg(kernel6,6, sizeof(g2),                    		   	 &g2);
  			setKernelArg(kernel6,7, sizeof(g3),                    		   	 &g3);
  			setKernelArg(kernel6,8, sizeof(dockpars.grid_spacing),                   &dockpars.grid_spacing);
  			setKernelArg(kernel6,9, sizeof(mem_dockpars_fgrids),                     &mem_dockpars_fgrids);
  			setKernelArg(kernel6,10,sizeof(dockpars.rotbondlist_length),             &dockpars.rotbondlist_length);
  			setKernelArg(kernel6,11,sizeof(dockpars.coeff_elec),                     &dockpars.coeff_elec);
  			setKernelArg(kernel6,12,sizeof(dockpars.coeff_desolv),                   &dockpars.coeff_desolv);
  			setKernelArg(kernel6,13,sizeof(mem_dockpars_conformations_next),         &mem_dockpars_conformations_next);
  			setKernelArg(kernel6,14,sizeof(mem_dockpars_energies_next),              &mem_dockpars_energies_next);
  			setKernelArg(kernel6,15,sizeof(mem_dockpars_evals_of_new_entities),      &mem_dockpars_evals_of_new_entities);
  			setKernelArg(kernel6,16,sizeof(mem_dockpars_prng_states),                &mem_dockpars_prng_states);
  			setKernelArg(kernel6,17,sizeof(dockpars.pop_size),                       &dockpars.pop_size);
  			setKernelArg(kernel6,18,sizeof(dockpars.num_of_genes),                   &dockpars.num_of_genes);
  			setKernelArg(kernel6,19,sizeof(dockpars.lsearch_rate),                   &dockpars.lsearch_rate);
  			setKernelArg(kernel6,20,sizeof(dockpars.num_of_lsentities),              &dockpars.num_of_lsentities);
  			setKernelArg(kernel6,21,sizeof(dockpars.max_num_of_iters),               &dockpars.max_num_of_iters);
  			setKernelArg(kernel6,22,sizeof(dockpars.qasp),                           &dockpars.qasp);
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  			setKernelArg(kernel6,23,sizeof(dockpars.smooth),                         &dockpars.smooth);

	  		setKernelArg(kernel6,24,sizeof(mem_interintra_const),                 	 &mem_interintra_const);
		  	setKernelArg(kernel6,25,sizeof(mem_intracontrib_const),          	 &mem_intracontrib_const);
	  		setKernelArg(kernel6,26,sizeof(mem_intra_const),                         &mem_intra_const);
	  		setKernelArg(kernel6,27,sizeof(mem_rotlist_const),                       &mem_rotlist_const);
	  		setKernelArg(kernel6,28,sizeof(mem_conform_const),                 	 &mem_conform_const);

  			setKernelArg(kernel6,29,sizeof(mem_rotbonds_const),         		 &mem_rotbonds_const);
  			setKernelArg(kernel6,30,sizeof(mem_rotbonds_atoms_const),   		 &mem_rotbonds_atoms_const);
  			setKernelArg(kernel6,31,sizeof(mem_num_rotating_atoms_per_rotbond_const),&mem_num_rotating_atoms_per_rotbond_const);
  			setKernelArg(kernel6,32,sizeof(mem_angle_const),			 &mem_angle_const);
  			setKernelArg(kernel6,33,sizeof(mem_dependence_on_theta_const),		 &mem_dependence_on_theta_const);
  			setKernelArg(kernel6,34,sizeof(mem_dependence_on_rotangle_const),	 &mem_dependence_on_rotangle_const);
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  			kernel6_gxsize = blocksPerGridForEachGradMinimizerEntity * threadsPerBlock;
  			kernel6_lxsize = threadsPerBlock;
			#ifdef DOCK_DEBUG
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			printf("%-25s %10s %8u %10s %4u\n", "K_LS_GRAD_FIRE", "gSize: ", kernel6_gxsize, "lSize: ", kernel6_lxsize); fflush(stdout);
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			#endif
			// End of Kernel6
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		} else if (strcmp(mypars->ls_method, "ad") == 0) {
			// Kernel6
  			setKernelArg(kernel7,0, sizeof(dockpars.num_of_atoms),                   &dockpars.num_of_atoms);
  			setKernelArg(kernel7,1, sizeof(dockpars.num_of_atypes),                  &dockpars.num_of_atypes);
  			setKernelArg(kernel7,2, sizeof(dockpars.num_of_intraE_contributors),     &dockpars.num_of_intraE_contributors);
  			setKernelArg(kernel7,3, sizeof(dockpars.gridsize_x),                     &dockpars.gridsize_x);
  			setKernelArg(kernel7,4, sizeof(dockpars.gridsize_y),                     &dockpars.gridsize_y);
  			setKernelArg(kernel7,5, sizeof(dockpars.gridsize_z),                     &dockpars.gridsize_z);
  			setKernelArg(kernel7,6, sizeof(g2),                    		   	 &g2);
  			setKernelArg(kernel7,7, sizeof(g3),                    		   	 &g3);
  			setKernelArg(kernel7,8, sizeof(dockpars.grid_spacing),                   &dockpars.grid_spacing);
  			setKernelArg(kernel7,9, sizeof(mem_dockpars_fgrids),                     &mem_dockpars_fgrids);
  			setKernelArg(kernel7,10,sizeof(dockpars.rotbondlist_length),             &dockpars.rotbondlist_length);
  			setKernelArg(kernel7,11,sizeof(dockpars.coeff_elec),                     &dockpars.coeff_elec);
  			setKernelArg(kernel7,12,sizeof(dockpars.coeff_desolv),                   &dockpars.coeff_desolv);
  			setKernelArg(kernel7,13,sizeof(mem_dockpars_conformations_next),         &mem_dockpars_conformations_next);
  			setKernelArg(kernel7,14,sizeof(mem_dockpars_energies_next),              &mem_dockpars_energies_next);
  			setKernelArg(kernel7,15,sizeof(mem_dockpars_evals_of_new_entities),      &mem_dockpars_evals_of_new_entities);
  			setKernelArg(kernel7,16,sizeof(mem_dockpars_prng_states),                &mem_dockpars_prng_states);
  			setKernelArg(kernel7,17,sizeof(dockpars.pop_size),                       &dockpars.pop_size);
  			setKernelArg(kernel7,18,sizeof(dockpars.num_of_genes),                   &dockpars.num_of_genes);
  			setKernelArg(kernel7,19,sizeof(dockpars.lsearch_rate),                   &dockpars.lsearch_rate);
  			setKernelArg(kernel7,20,sizeof(dockpars.num_of_lsentities),              &dockpars.num_of_lsentities);
  			setKernelArg(kernel7,21,sizeof(dockpars.max_num_of_iters),               &dockpars.max_num_of_iters);
  			setKernelArg(kernel7,22,sizeof(dockpars.qasp),                           &dockpars.qasp);
  			setKernelArg(kernel7,23,sizeof(dockpars.smooth),                         &dockpars.smooth);

	  		setKernelArg(kernel7,24,sizeof(mem_interintra_const),                 	 &mem_interintra_const);
		  	setKernelArg(kernel7,25,sizeof(mem_intracontrib_const),          	 &mem_intracontrib_const);
	  		setKernelArg(kernel7,26,sizeof(mem_intra_const),                         &mem_intra_const);
	  		setKernelArg(kernel7,27,sizeof(mem_rotlist_const),                       &mem_rotlist_const);
	  		setKernelArg(kernel7,28,sizeof(mem_conform_const),                 	 &mem_conform_const);

  			setKernelArg(kernel7,29,sizeof(mem_rotbonds_const),         		 &mem_rotbonds_const);
  			setKernelArg(kernel7,30,sizeof(mem_rotbonds_atoms_const),   		 &mem_rotbonds_atoms_const);
  			setKernelArg(kernel7,31,sizeof(mem_num_rotating_atoms_per_rotbond_const),&mem_num_rotating_atoms_per_rotbond_const);
  			setKernelArg(kernel7,32,sizeof(mem_angle_const),			 &mem_angle_const);
  			setKernelArg(kernel7,33,sizeof(mem_dependence_on_theta_const),		 &mem_dependence_on_theta_const);
  			setKernelArg(kernel7,34,sizeof(mem_dependence_on_rotangle_const),	 &mem_dependence_on_rotangle_const);
  			kernel7_gxsize = blocksPerGridForEachGradMinimizerEntity * threadsPerBlock;
  			kernel7_lxsize = threadsPerBlock;
			#ifdef DOCK_DEBUG
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			printf("%-25s %10s %8u %10s %4u\n", "K_LS_GRAD_ADADELTA", "gSize: ", kernel7_gxsize, "lSize: ", kernel7_lxsize); fflush(stdout);
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			#endif
			// End of Kernel7
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		}
	} // End if (dockpars.lsearch_rate != 0.0f)
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	// Kernel1
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	#ifdef DOCK_DEBUG
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		printf("\nExecution starts:\n\n");
		printf("%-25s", "\tK_INIT");fflush(stdout);
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	#endif
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	runKernel1D(command_queue,kernel1,kernel1_gxsize,kernel1_lxsize,&time_start_kernel,&time_end_kernel);
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	#ifdef DOCK_DEBUG
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		printf("%15s" ," ... Finished\n");fflush(stdout);
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	#endif
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	// End of Kernel1
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	// Kernel2
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	#ifdef DOCK_DEBUG
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		printf("%-25s", "\tK_EVAL");fflush(stdout);
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	#endif
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	runKernel1D(command_queue,kernel2,kernel2_gxsize,kernel2_lxsize,&time_start_kernel,&time_end_kernel);
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	#ifdef DOCK_DEBUG
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		printf("%15s" ," ... Finished\n");fflush(stdout);
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	#endif
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	// End of Kernel2
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	// ===============================================================================


	// -------- Replacing with memory maps! ------------
#if defined (MAPPED_COPY)
	int* map_cpu_evals_of_runs;
	map_cpu_evals_of_runs = (int*) memMap(command_queue, mem_gpu_evals_of_runs, CL_MAP_READ, size_evals_of_runs);
#else
	memcopyBufferObjectFromDevice(command_queue,cpu_evals_of_runs,mem_gpu_evals_of_runs,size_evals_of_runs);
#endif
	// -------- Replacing with memory maps! ------------

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	#if 0
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	generation_cnt = 1;
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	#endif
	generation_cnt = 0;
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	// -------- Replacing with memory maps! ------------
#if defined (MAPPED_COPY)
	while ((progress = check_progress(map_cpu_evals_of_runs, generation_cnt, mypars->num_of_energy_evals, mypars->num_of_generations, mypars->num_of_runs)) < 100.0)
#else
	while ((progress = check_progress(cpu_evals_of_runs, generation_cnt, mypars->num_of_energy_evals, mypars->num_of_generations, mypars->num_of_runs)) < 100.0)
#endif
	// -------- Replacing with memory maps! ------------

	{
#ifdef DOCK_DEBUG
    ite_cnt++;
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    printf("\nLGA iteration # %u\n", ite_cnt);
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    fflush(stdout);
#endif

	 //update progress bar (bar length is 50)
	 new_progress_cnt = (int) (progress/2.0+0.5);
	 if (new_progress_cnt > 50)
	 	new_progress_cnt = 50;

	 while (curr_progress_cnt < new_progress_cnt) {
		curr_progress_cnt++;
#ifndef DOCK_DEBUG
		printf("*");
#endif
		fflush(stdout);
	}

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	// Kernel4
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	#ifdef DOCK_DEBUG
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		printf("%-25s", "\tK_GA_GENERATION");fflush(stdout);
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	#endif
		runKernel1D(command_queue,kernel4,kernel4_gxsize,kernel4_lxsize,&time_start_kernel,&time_end_kernel);
	#ifdef DOCK_DEBUG
		printf("%15s", " ... Finished\n");fflush(stdout);
	#endif
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	// End of Kernel4

	if (dockpars.lsearch_rate != 0.0f) {
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		if (strcmp(mypars->ls_method, "sw") == 0) {
			// Kernel3
			#ifdef DOCK_DEBUG
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				printf("%-25s", "\tK_LS_SOLISWETS");fflush(stdout);
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			#endif
				runKernel1D(command_queue,kernel3,kernel3_gxsize,kernel3_lxsize,&time_start_kernel,&time_end_kernel);
			#ifdef DOCK_DEBUG
				printf("%15s" ," ... Finished\n");fflush(stdout);
			#endif
			// End of Kernel3
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		} else if (strcmp(mypars->ls_method, "sd") == 0) {
			// Kernel5
			#ifdef DOCK_DEBUG
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				printf("%-25s", "\tK_LS_GRAD_SDESCENT");fflush(stdout);
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			#endif
				runKernel1D(command_queue,kernel5,kernel5_gxsize,kernel5_lxsize,&time_start_kernel,&time_end_kernel);
			#ifdef DOCK_DEBUG
				printf("%15s" ," ... Finished\n");fflush(stdout);
			#endif
			// End of Kernel5
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		} else if (strcmp(mypars->ls_method, "fire") == 0) {
			// Kernel6
			#ifdef DOCK_DEBUG
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				printf("%-25s", "\tK_LS_GRAD_FIRE");fflush(stdout);
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			#endif
				runKernel1D(command_queue,kernel6,kernel6_gxsize,kernel6_lxsize,&time_start_kernel,&time_end_kernel);
			#ifdef DOCK_DEBUG
				printf("%15s" ," ... Finished\n");fflush(stdout);
			#endif
			// End of Kernel6
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		} else if (strcmp(mypars->ls_method, "ad") == 0) {
			// Kernel7
			#ifdef DOCK_DEBUG
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				printf("%-25s", "\tK_LS_GRAD_ADADELTA");fflush(stdout);
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			#endif
				runKernel1D(command_queue,kernel7,kernel7_gxsize,kernel7_lxsize,&time_start_kernel,&time_end_kernel);
			#ifdef DOCK_DEBUG
				printf("%15s" ," ... Finished\n");fflush(stdout);
			#endif
			// End of Kernel7
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		}
	} // End if (dockpars.lsearch_rate != 0.0f)
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	// -------- Replacing with memory maps! ------------
	#if defined (MAPPED_COPY)
	unmemMap(command_queue,mem_gpu_evals_of_runs,map_cpu_evals_of_runs);
	#endif
	// -------- Replacing with memory maps! ------------

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	// Kernel2
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	#ifdef DOCK_DEBUG
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		printf("%-25s", "\tK_EVAL");fflush(stdout);
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	#endif
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		runKernel1D(command_queue,kernel2,kernel2_gxsize,kernel2_lxsize,&time_start_kernel,&time_end_kernel);
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	#ifdef DOCK_DEBUG
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		printf("%15s" ," ... Finished\n");fflush(stdout);
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	#endif
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	// End of Kernel2
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		// ===============================================================================


		// -------- Replacing with memory maps! ------------
#if defined (MAPPED_COPY)
		map_cpu_evals_of_runs = (int*) memMap(command_queue, mem_gpu_evals_of_runs, CL_MAP_READ, size_evals_of_runs);
#else
		memcopyBufferObjectFromDevice(command_queue,cpu_evals_of_runs,mem_gpu_evals_of_runs,size_evals_of_runs);
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