in gen_kernels.py [0:0]
def get_kernel(base_name, major, minor, options=None):
if major < 5:
raise RuntimeError("sass kernels require Maxwell or greater class hardware")
elif major >= 7:
raise RuntimeError("sm version 7 or greater is not supported")
arch = "sm_%d%d" % (major, minor)
libprefix = "PERL5LIB=%s" % maxas_dir
maxas_i = [libprefix, os.path.join(maxas_dir, "maxas.pl") + " -i -w"]
maxas_p = [libprefix, os.path.join(maxas_dir, "maxas.pl") + " -p"]
kernel_spec = kernels[base_name]
kernel_name = base_name
# static options
if "args" in kernel_spec:
for pair in kernel_spec["args"].items():
maxas_i.append("-D%s %s" % pair)
maxas_p.append("-D%s %s" % pair)
# dynamic options
if options is not None:
for opt in options:
if type(opt) is tuple:
maxas_i.append("-D%s %s" % opt)
maxas_p.append("-D%s %s" % opt)
kernel_name += "_%s%s" % opt
else:
maxas_i.append("-D%s 1" % opt)
maxas_p.append("-D%s 1" % opt)
kernel_name += "_%s" % opt
maxas_i.insert(2, "-k " + kernel_name)
sass_name = kernel_spec["sass"] + ".sass"
cubin_name = kernel_name + ".cubin"
cubin_dir = _get_cache_dir([arch, 'cubin'])
header_dir = os.path.join(base_dir, "include/kernels")
ptx_version = "4.2" if major < 6 else "5.0"
ptx_file = get_ptx_file(kernel_spec, kernel_name, arch, ptx_version)
cubin_file = os.path.join(cubin_dir, cubin_name)
sass_file = os.path.join(sass_dir, sass_name)
header_file = os.path.join(header_dir, kernel_name + "_" + arch + ".h")
if not os.path.exists(sass_file):
raise RuntimeError("Missing: %s for kernel: %s" % (sass_name, kernel_name))
# build the cubin and run maxas in the same command
# we don't want the chance of a generated cubin not processed by maxas (in case user hits ^C in between these steps)
command_string = [ "ptxas -v -arch", arch, "-o", cubin_file, ptx_file, ";" ] + maxas_i + [sass_file, cubin_file]
run_command(command_string)
cubin_mtime = time.time()
# now also generate the associated header file containing the cubin
with open(cubin_file, 'rb') as input_file:
with open(header_file, 'wb') as output_file:
output_file.write('const uint8_t %s[] = {' % (kernel_name + "_" + arch))
byte = input_file.read(1)
count = 0
while byte:
if count % 12 == 0:
output_file.write('\n ')
output_file.write(' 0x' + byte.encode('hex') + ',')
byte = input_file.read(1)
count += 1
output_file.write('\n};')