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profiling_wrapper.py
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import os
from metric_list import metrics
# print(metrics[0])
import time
from time import localtime, strftime
folders = ["BN", "bfs", "CNN", "kmeans", "knn", "logistic-regression", "SVM", "rodinia", "polybench"]
subfolders = ["backprop", "dwt2d", "gaussian", "hotspot", "hotspot3D", "nn", "nw", "particlefilter", "pathfinder", "srad", "streamcluster"]
subfolders2 = ["2DCONV", "2MM", "3DCONV", "3MM", "ATAX", "BICG", "CORR", "COVAR", "FDTD-2D", "GEMM", "GESUMMV", "GRAMSCHM", "MVT", "SYR2K", "SYRK"]
# folders = ["polybench"]
UVM_flag = False
print_options = "--print-gpu-trace --csv --track-memory-allocations off --profile-child-processes"
print_file = " --log-file "
time_str = strftime("%Y-%m-%d-%H-%M-%S", localtime())
if not os.path.exists('results/'+time_str+"/"):
os.mkdir('results/'+time_str+"/")
output_path = " ../../results/"
output_sub_path = " ../../../results/"
print_general_options = "--csv --track-memory-allocations off --profile-child-processes "
print_pcie_options = "--track-memory-allocations off --profile-child-processes "
# metric_list = metrics[24]
# metric_list = metrics[8] + metrics[12]
metric_list = metrics[75]
def profile_details():
for UVM_flag in [True, False]:
base_path = "UVM_benchmarks/"
if not UVM_flag:
base_path = "non_UVM_benchmarks/"
for i, folder in enumerate(folders):
if folder != "rodinia" and folder != "polybench":
path = base_path + folder + "/"
if UVM_flag:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/"+ folder + "_%p_metric_UVM.csv" + " " + metric_list + " " + " ./run"
print(command)
os.system(command)
# command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_UVM.csv" + " " + " ./run"
# print(command)
# os.system(command)
else:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/"+ folder + "_%p_metric_non_UVM.csv" + " " + metric_list + " " + " ./run"
print(command)
os.system(command)
# command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_non_UVM.csv" + " " + " ./run"
# print(command)
# os.system(command)
elif folder == "polybench":
for j, subfolder in enumerate(subfolders2):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_sub_path + time_str + "/"+ subfolder + "_%p_metric_UVM.csv" + " " + metric_list + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_sub_path + time_str + "/"+ subfolder + "_%p_metric_non_UVM.csv" + " " + metric_list + " " + " ./run"
print(command)
os.system(command)
# command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary.csv" + " " + " ./run"
# print(command)
# os.system(command)
else:
for j, subfolder in enumerate(subfolders):
if UVM_flag:
path = base_path + folder + "/" + subfolder
command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_metric_UVM.csv" + " " + metric_list + " " + " ./run"
print(command)
os.system(command)
# command = "cd " + path + "; nvprof " + print_general_options + print_file + output_sub_path + time_str + "/"+ subfolder + "_%p_summary_UVM.csv" + " " + " ./run"
# print(command)
# os.system(command)
else:
path = base_path + folder + "/" + subfolder
command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_metric_non_UVM.csv" + " " + metric_list + " " + " ./run"
print(command)
os.system(command)
# command = "cd " + path + "; nvprof " + print_general_options + print_file + output_sub_path + time_str + "/"+ subfolder + "_%p_summary_non_UVM.csv" + " " + " ./run"
# print(command)
# os.system(command)
def profile_general():
for UVM_flag in [True, False]:
base_path = "UVM_benchmarks/"
if not UVM_flag:
base_path = "non_UVM_benchmarks/"
for i, folder in enumerate(folders):
if folder != "rodinia" and folder != "polybench":
path = base_path + folder + "/"
if UVM_flag:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
elif folder == "polybench":
for j, subfolder in enumerate(subfolders2):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
else:
for j, subfolder in enumerate(subfolders):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_general_options + print_file + output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_general_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
def profile_PCIe():
for UVM_flag in [False]:
base_path = "UVM_benchmarks/"
if not UVM_flag:
base_path = "non_UVM_benchmarks/"
for i, folder in enumerate(folders):
if folder != "rodinia" and folder != "polybench":
path = base_path + folder + "/"
if UVM_flag:
command = "cd " + path + "; nvprof " + print_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
elif folder == "polybench":
for j, subfolder in enumerate(subfolders2):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
else:
for j, subfolder in enumerate(subfolders):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_options + print_file + output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM.csv" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM.csv" + " " + " ./run"
print(command)
os.system(command)
def profile_PCIe_UVM():
for UVM_flag in [True]:
base_path = "UVM_benchmarks/"
if not UVM_flag:
base_path = "non_UVM_benchmarks/"
for i, folder in enumerate(folders):
if folder != "rodinia" and folder != "polybench":
path = base_path + folder + "/"
if UVM_flag:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_UVM" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file + output_path + time_str + "/" + folder + "_%p_summary_non_UVM" + " " + " ./run"
print(command)
os.system(command)
elif folder == "polybench":
for j, subfolder in enumerate(subfolders2):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM" + " " + " ./run"
print(command)
os.system(command)
else:
for j, subfolder in enumerate(subfolders):
path = base_path + folder + "/" + subfolder
if UVM_flag:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file + output_sub_path + time_str + "/" + subfolder + "_%p_summary_UVM" + " " + " ./run"
else:
command = "cd " + path + "; nvprof " + print_pcie_options + print_file+ output_sub_path + time_str + "/" + subfolder + "_%p_summary_non_UVM" + " " + " ./run"
print(command)
os.system(command)
if __name__ == "__main__":
profile_PCIe()