def sm_test(filename):
print("Strip Mining Test")
with open(filename, "r") as source:
tree = ast.parse(source.read())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim + 1
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# strip dimension
strip_dim = 0
# strip size
strip_size = 2
# Transform
xf = Transformation(name='sm',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
dim_strip=strip_dim,
strip_size=strip_size)
xform.transform(xf)
# Output program
print("\nOutput Program")
print(xform.codegen())
def ic_test(filename):
print("Interchange Test")
with open(filename, "r") as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# Transform
xf = Transformation(name='ic',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
dim_i1=0,
dim_i2=1)
xform.transform(xf)
# Output program
print("\nOutput Program")
print(xform.codegen())
def il_test(filename):
print("Inlining Test")
with open(filename, "r") as source:
tree = ast.parse(source.read())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# Transform
xf = Transformation(name='il',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
dim_inline=1,
call_inline=1,
label='l')
xform.transform(xf)
# Output program
print("\nOutput Program")
print(xform.codegen())
def cm_test(filename):
print("Code Motion Test")
with open(filename, "r") as source:
tree = ast.parse(source.read())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# Output order
out_ord = [['e', 't1', 'r1'], ['e', 's1', 'r2l', 'r2r']]
# Transform
xf = Transformation(name='cm',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
out_ord=out_ord)
xform.transform(xf)
# Output program
print("\nOutput Program")
print(xform.codegen())
def representation(file):
with open(file) as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
analyze.collect()
# print info
print("number of dimensions: ", analyze.getdim())
print("every dimension type: ", analyze.getdimtype())
print("alphabet for each dimension: ", analyze.getalp())
print("order of statements: ", analyze.getord())
print("index variables: ", analyze.getindvar())
print("source code: ", analyze.codegen())
def deptest_cm_ic(filename):
print("CM-IC Test")
with open(filename, "r") as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# Output order
out_ord = [['e', 't1', 'r1'], ['e', 's1', 'r2l', 'r2r']]
xf1 = Transformation(
name = 'cm',
in_dim = in_dim,
out_dim = out_dim,
in_dim_type = in_dim_type,
in_alp = in_alp,
in_ord = in_ord,
out_ord = out_ord)
# interchange
dim1_ = 0
dim2_ = 1
xf2 = Transformation(
name ='ic',
in_dim = xf1.out_dim,
out_dim = xf1.out_dim,
in_dim_type = xf1.out_dim_type,
in_alp = xf1.out_alp,
in_ord = xf1.out_ord,
dim_i1 = dim1_,
dim_i2 = dim2_)
xf = xf1.compose(xf2)
xform.analyze.depanalyze()
print(xform.analyze.deps)
for i, wt in enumerate(xform.analyze.deps):
Dep = Dependence(wt)
print("Witness Tuple", i, ": ", Dep.test(xf))
def completion_test(filename):
print("Completion Test")
with open(filename, "r") as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
dim = xform.analyze.dims
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# partial order
partial1 = [['t', 'r'], ['s', 'r', 'r']] # potential cm
partial2 = [['r', 't'], ['s', 'r', 'r']] # potential cm-cm
partial3 = [['t', 'r', 'r'], ['s', 'r']] # potential cm-ic
print("\nCompletion 1")
comp1 = Completion(dim, in_dim_type, in_alp, in_ord, partial1, [Dependence(wt) for wt in xform.analyze.deps])
comp1.checks()
comp1.print_report()
comp1.completion_search()
comp1.print_pxforms()
comp1.completion_valid()
comp1.print_vxforms()
print("\nCompletion 2")
comp2 = Completion(dim, in_dim_type, in_alp, in_ord, partial2, [Dependence(wt) for wt in xform.analyze.deps])
comp2.checks()
comp2.print_report()
comp2.completion_search()
comp2.print_pxforms()
comp2.completion_valid()
comp2.print_vxforms()
print("\nCompletion 3")
comp3 = Completion(dim, in_dim_type, in_alp, in_ord, partial3, [Dependence(wt) for wt in xform.analyze.deps])
comp3.checks()
comp3.print_report()
comp3.completion_search()
comp3.print_pxforms()
comp3.completion_valid()
comp3.print_vxforms()
def composition_test(filename):
print("Composition Test")
with open(filename, "r") as source:
tree = ast.parse(source.read())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# code-motion
out_ord = [['e', 't1', 'r1'], ['e', 's1', 'r2l', 'r2r']]
xf1 = Transformation(name='cm',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
out_ord=out_ord)
xform.transform(xf1)
# interchange
dim1 = 0
dim2 = 1
xf2 = Transformation(name='ic',
in_dim=xf1.out_dim,
out_dim=xf1.out_dim,
in_dim_type=xf1.out_dim_type,
in_alp=xf1.out_alp,
in_ord=xf1.out_ord,
dim_i1=dim1,
dim_i2=dim2)
xform.transform(xf2)
# Output program
print("\nOutput Program")
print(xform.codegen())
def deptest_ic(filename):
print("Interchange Test")
with open(filename, "r") as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
xf = Transformation(
name ='ic',
in_dim = in_dim,
out_dim = out_dim,
in_dim_type = in_dim_type,
in_alp = in_alp,
in_ord = in_ord,
dim_i1 = 0,
dim_i2 = 1)
xform.analyze.depanalyze()
print(xform.analyze.getdeps())
for i, wt in enumerate(xform.analyze.deps):
Dep = Dependence(wt)
print("Witness Tuple", i, ": ", Dep.test(xf))
def cm_sm_ic_test(filename):
print("CM-SM-IC Test")
with open(filename, "r") as source:
# reading the c file
parser = c_parser.CParser()
astc = parser.parse(source.read())
# convert to python
pysrc = CtoPy(astc)
tree = ast.parse(pysrc.getPy())
analyze = Analyze(tree)
xform = Transform(analyze)
# Input program
print("\nInput Program")
print(xform.codegen())
# code-motion
# Dimensions
in_dim = xform.analyze.dims
out_dim = in_dim
# Type of dimensions
in_dim_type = xform.analyze.getdimtype()
# Input alphabet and order
in_alp = xform.analyze.getalp()
in_ord = xform.analyze.getord()
# Output order
out_ord = [['e', 't1', 'r1'], ['e', 's1', 'r2l', 'r2r']]
xf1 = Transformation(name='cm',
in_dim=in_dim,
out_dim=out_dim,
in_dim_type=in_dim_type,
in_alp=in_alp,
in_ord=in_ord,
out_ord=out_ord)
xform.transform(xf1)
# strip mining
# strip dimension
strip_dim = 0
# strip size
strip_size = 2
# Transform
xf2 = Transformation(name='sm',
in_dim=xf1.out_dim,
out_dim=xf1.out_dim + 1,
in_dim_type=xf1.in_dim_type,
in_alp=xf1.out_alp,
in_ord=xf1.out_ord,
dim_strip=strip_dim,
strip_size=strip_size)
xform.transform(xf2)
# interchange
# dimensions
dim1 = 1
dim2 = 2
xf3 = Transformation(name='ic',
in_dim=xf2.out_dim,
out_dim=xf2.out_dim,
in_dim_type=xf2.out_dim_type,
in_alp=xf2.out_alp,
in_ord=xf2.out_ord,
dim_i1=dim1,
dim_i2=dim2)
xform.transform(xf3)
# Output program
print("\nOutput Program")
print(xform.codegen())