Add option to use NVIDIA Nsight Compute CLI profiler (#21)

* Use NVIDIA Nsight Compute CLI profiler

* Add profile and profiler-args options to argument parser.

* Add missing comma to profiler-args option.

* Use profile args in version 1 of the plugin

* Change profiler-args option to take all remaining arguments

* Change profiler_args type from string to list of strings

* Add profile option to version 2 of the plugin

* Add profiler usage instructions
This commit is contained in:
Ștefan-Cosmin Ciocan
2023-12-27 10:00:14 +01:00
committed by GitHub
parent 98c9faf45c
commit 887c809d07
4 changed files with 47 additions and 11 deletions
+9 -5
View File
@@ -6,6 +6,7 @@ from IPython.core.magic_arguments import argument, magic_arguments, parse_argstr
from common import helper
compiler = '/usr/local/cuda/bin/nvcc'
profiler = '/usr/local/cuda/bin/ncu'
@magics_class
@@ -32,15 +33,18 @@ class NVCCPluginV2(Magics):
res = res.decode()
helper.print_out(res)
def run(self, timeit=False):
def run(self, timeit=False, profile=False, profiler_args=[]):
if timeit:
stmt = f"subprocess.check_output(['{self.out}'], stderr=subprocess.STDOUT)"
output = self.shell.run_cell_magic(
magic_name="timeit", line="-q -o import subprocess", cell=stmt)
output = str(output) # convert TimeitResult object to human readable string
else:
output = subprocess.check_output(
[self.out], stderr=subprocess.STDOUT)
run_args = []
if profile:
run_args.extend([profiler] + profiler_args)
run_args.append(self.out)
output = subprocess.check_output(run_args, stderr=subprocess.STDOUT)
output = output.decode('utf8')
helper.print_out(output)
@@ -72,7 +76,7 @@ class NVCCPluginV2(Magics):
if args.compile:
try:
self.compile(self.output_dir, file_path, self.out)
output = self.run(timeit=args.timeit)
output = self.run(timeit=args.timeit, profile=args.profile, profiler_args=args.profiler_args)
except subprocess.CalledProcessError as e:
helper.print_out(e.output.decode("utf8"))
output = None
@@ -95,7 +99,7 @@ class NVCCPluginV2(Magics):
for x in cuda_src if x[-3:] == '.cu']
print(f'found sources: {cuda_src}')
self.compile(self.output_dir, ' '.join(cuda_src), self.out)
output = self.run(timeit=args.timeit)
output = self.run(timeit=args.timeit, profile=args.profile, profiler_args=args.profiler_args)
except subprocess.CalledProcessError as e:
helper.print_out(e.output.decode("utf8"))
output = None