if options.tb_num:
akxconfig.threadcounts = [options.tb_num]
import akx
print >> sys.stderr, "done"
if not options.sejits:
akxobj = akx.AkxObjectPy(matrix)
else:
tune_time = time.time()
akxobj = akx.tune(matrix,
options.k,
True,
show=sys.stdout,
use_exp=not (options.i),
use_imp=not (options.x))
tune_time = time.time() - tune_time
print "tuning time =", tune_time
import cacg
for i in xrange(5):
cg_time = time.time()
#x = cacg.cg3_ca(akxobj, b, s=options.k, maxiter=options.m, tol=0, show_times=sys.stdout)
x = cacg.cg3_ca(akxobj, b, s=options.k, maxiter=options.m, tol=0)
cg_time = time.time() - cg_time
calc_time += cg_time
print("time = " + str(cg_time))
residual = (matrix * x) - b
print "|r|^2 =", numpy.dot(residual, residual)
print "gradient =", .5 * numpy.dot(x, residual - b)
print('total calculation time = ' + str(calc_time))
calc_time += cg_time
print("mul_time = " + str(cg_time))
else:
print >>sys.stderr, "Initializing akx...",
import akxconfig
if options.tb_num:
akxconfig.threadcounts = [options.tb_num]
import akx
print >>sys.stderr, "done"
if not options.sejits:
akxobj = akx.AkxObjectPy(matrix)
else:
tune_time = time.time()
akxobj = akx.tune(matrix, options.k, True, show=sys.stdout, use_exp=not(options.i), use_imp=not(options.x))
tune_time = time.time() - tune_time
print "tuning time =", tune_time
import cacg
for i in xrange(5):
cg_time = time.time()
#x = cacg.cg3_ca(akxobj, b, s=options.k, maxiter=options.m, tol=0, show_times=sys.stdout)
x = cacg.cg3_ca(akxobj, b, s=options.k, maxiter=options.m, tol=0)
cg_time = time.time() - cg_time
calc_time += cg_time
print("time = " + str(cg_time))
residual = (matrix * x) - b
print "|r|^2 =", numpy.dot(residual, residual)
print "gradient =", .5 * numpy.dot(x, residual - b)
print('total calculation time = ' + str(calc_time))
cg_time = time.time() for j in xrange(options.m): dummy = matrix * x cg_time = time.time() - cg_time print "mul_time =", cg_time else: print >>sys.stderr, "Initializing akx...", import akxconfig if options.tb_num: akxconfig.threadcounts = [options.tb_num] import akx print >>sys.stderr, "done" if not options.sejits: akxobj = akx.AkxObjectPy(matrix) else: tune_time = time.time() akxobj = akx.tune(matrix, options.k, True, show=sys.stdout, use_exp=not(options.i), use_imp=not(options.x)) tune_time = time.time() - tune_time print "tuning time =", tune_time import cacg for i in xrange(5): cg_time = time.time() x = cacg.cg3_ca(akxobj, b, s=options.k, maxiter=options.m, tol=0, show_times=sys.stdout) cg_time = time.time() - cg_time print "time =", cg_time residual = (matrix * x) - b print "|r|^2 =", numpy.dot(residual, residual) print "gradient =", .5 * numpy.dot(x, residual - b)