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Fix for issue #111 #112

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Fix for issue #111 #112

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9681c2e
Remove regex symbols from get_stats script output
drajarshi Apr 1, 2022
b985894
Remove regex symbols from correl_mappings.py
drajarshi Apr 14, 2022
c107d31
Merge branch 'dev' into drajarshi-dev-get_stats-script
JRPan May 11, 2023
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47 changes: 33 additions & 14 deletions util/job_launching/get_stats.py
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Original file line number Diff line number Diff line change
Expand Up @@ -105,17 +105,26 @@ def millify(n):
specific_jobIds = {}

stats_to_pull = {}

# stat names without the regex
statnames_to_pull = {}

stats_yaml = yaml.load(open(options.stats_yml), Loader=yaml.FullLoader )
stats= {}
for stat in stats_yaml['collect_aggregate']:
stats_to_pull[stat] = re.compile(stat), "agg"
for statname_and_regex in stats_yaml['collect_aggregate']:
for statname,regex in statname_and_regex.items():
stats_to_pull[regex] = re.compile(regex), "agg"
statnames_to_pull[regex] = statname

for stat in stats_yaml['collect_abs']:
stats_to_pull[stat] = re.compile(stat), "abs"

for stat in stats_yaml['collect_rates']:
stats_to_pull[stat] = re.compile(stat), "rate"
for statname_and_regex in stats_yaml['collect_abs']:
for statname,regex in statname_and_regex.items():
stats_to_pull[regex] = re.compile(regex), "abs"
statnames_to_pull[regex] = statname

for statname_and_regex in stats_yaml['collect_rates']:
for statname,regex in statname_and_regex.items():
stats_to_pull[regex] = re.compile(regex), "rate"
statnames_to_pull[regex] = statname

if options.configs_list != "" and options.benchmark_list != "":
for app in common.gen_apps_from_suite_list(options.benchmark_list.split(",")):
Expand Down Expand Up @@ -274,7 +283,8 @@ def millify(n):
if existance_test != None:
stat_found.add(stat_name)
number = existance_test.group(1).strip()
stat_map["final_kernel" + app_and_args + config + stat_name] = number
stat_map["final_kernel" + app_and_args + config \
+ statnames_to_pull[stat_name]] = number
if len(stat_found) == len(stats_to_pull):
break
del lines
Expand All @@ -295,8 +305,10 @@ def millify(n):
if last_kernel_break:
print("NOTE::::: Found Max Insn reached in {0} - ignoring last kernel.".format(outfile), file=sys.stderr)
for stat_name in stats_to_pull.keys():
if current_kernel + app_and_args + config + stat_name in stat_map:
del stat_map[current_kernel + app_and_args + config + stat_name]
if current_kernel + app_and_args + config + \
statnames_to_pull[stat_name] in stat_map:
del stat_map[current_kernel + app_and_args + config \
+ statnames_to_pull[stat_name]]

kernel_match = re.match("kernel_name\s+=\s+(.*)", line);
if kernel_match:
Expand Down Expand Up @@ -326,15 +338,20 @@ def millify(n):
stat_found.add(stat_name)
number = existance_test.group(1).strip()
if statType != "agg":
stat_map[current_kernel + app_and_args + config + stat_name] = number
elif current_kernel + app_and_args + config + stat_name in stat_map:
stat_map[current_kernel + app_and_args + config + \
statnames_to_pull[stat_name]] = number
elif current_kernel + app_and_args + config + \
statnames_to_pull[stat_name] in stat_map:
stat_name = statnames_to_pull[stat_name];

if stat_name in raw_last:
stat_last_kernel = raw_last[stat_name]
else:
stat_last_kernel = 0.0
raw_last[ stat_name ] = float(number)
stat_map[current_kernel + app_and_args + config + stat_name] += ( float(number) - stat_last_kernel )
else:
stat_name = statnames_to_pull[stat_name];
if last_kernel + app_and_args + config + stat_name in stat_map:
stat_last_kernel = raw_last[stat_name]
else:
Expand All @@ -356,10 +373,12 @@ def millify(n):
common.print_stat( "Accel-Sim-build", all_kernels, apps_and_args, configs, stat_map, options.configs_as_rows, options.do_averages )
common.print_stat( "GPGPU-Sim-build", all_kernels, apps_and_args, configs, stat_map, options.configs_as_rows, options.do_averages )

for stat_name in ( stats_yaml['collect_aggregate'] +\
for statname_and_regex in ( stats_yaml['collect_aggregate'] +\
stats_yaml['collect_abs'] +\
stats_yaml['collect_rates'] ):
common.print_stat( stat_name, all_named_kernels, apps_and_args, configs, stat_map, options.configs_as_rows, options.do_averages )
for stat_name,regex in statname_and_regex.items():
common.print_stat( stat_name, all_named_kernels, apps_and_args, configs, stat_map, \
options.configs_as_rows, options.do_averages )

duration = time.time() - start_time

Expand Down
60 changes: 36 additions & 24 deletions util/job_launching/stats/example_stats.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -5,38 +5,50 @@
# Here is a handy regex tester that helps get the thing right faster without re-running stuff:
# http://www.regexpal.com/

# Please specify each metric in the following form:
# - {<metric name to display>:<regular expression to fetch the metric's value>}
# The display metric name may be customized as it is outside the regex

# These stats are continuously aggregated - even between kerenels and should
# be diff'd to get the per-kernel stats
collect_aggregate:
- 'gpu_tot_sim_insn\s*=\s*(.*)'
- 'gpgpu_simulation_time\s*=.*\(([0-9]+) sec\).*'
- 'gpu_tot_sim_cycle\s*=\s*(.*)'
- '\s+L2_cache_stats_breakdown\[GLOBAL_ACC_R\]\[HIT\]\s*=\s*(.*)'
- '\s+L2_cache_stats_breakdown\[GLOBAL_ACC_R\]\[TOTAL_ACCESS\]\s*=\s*(.*)'
- '\s+L2_cache_stats_breakdown\[GLOBAL_ACC_W\]\[HIT\]\s*=\s*(.*)'
- '\s+L2_cache_stats_breakdown\[GLOBAL_ACC_W\]\[TOTAL_ACCESS\]\s*=\s*(.*)'
- '\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[TOTAL_ACCESS\]\s*=\s*(.*)'
- '\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[HIT\]\s*=\s*(.*)'
- '\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_W\]\[HIT\]\s*=\s*(.*)'
- '\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_W\]\[TOTAL_ACCESS\]\s*=\s*(.*)'
- '\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[MSHR_HIT\]\s*=\s*(.*)'
- 'gpgpu_n_tot_w_icount\s*=\s*(.*)'
- 'total dram reads\s*=\s*(.*)'
- 'total dram writes\s*=\s*(.*)'
- 'kernel_launch_uid\s*=\s*(.*)'

- {'gpu_tot_sim_insn':'gpu_tot_sim_insn\s*=\s*(.*)'}
- {'gpgpu_simulation_time':'gpgpu_simulation_time\s*=.*\(([0-9]+) sec\).*'}
- {'gpu_tot_sim_cycle':'gpu_tot_sim_cycle\s*=\s*(.*)'}
- {'L2_cache_stats_breakdown[GLOBAL_ACC_R][HIT]':
'\s+L2_cache_stats_breakdown\[GLOBAL_ACC_R\]\[HIT\]\s*=\s*(.*)'}
- {'L2_cache_stats_breakdown[GLOBAL_ACC_R][TOTAL_ACCESS]':
'\s+L2_cache_stats_breakdown\[GLOBAL_ACC_R\]\[TOTAL_ACCESS\]\s*=\s*(.*)'}
- {'L2_cache_stats_breakdown[GLOBAL_ACC_W][HIT]':
'\s+L2_cache_stats_breakdown\[GLOBAL_ACC_W\]\[HIT\]\s*=\s*(.*)'}
- {'L2_cache_stats_breakdown[GLOBAL_ACC_W][TOTAL_ACCESS]':
'\s+L2_cache_stats_breakdown\[GLOBAL_ACC_W\]\[TOTAL_ACCESS\]\s*=\s*(.*)'}
- {'Total_core_cache_stats_breakdown[GLOBAL_ACC_R][TOTAL_ACCESS]':
'\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[TOTAL_ACCESS\]\s*=\s*(.*)'}
- {'Total_core_cache_stats_breakdown[GLOBAL_ACC_R][HIT]':
'\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[HIT\]\s*=\s*(.*)'}
- {'Total_core_cache_stats_breakdown[GLOBAL_ACC_W][HIT]':
'\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_W\]\[HIT\]\s*=\s*(.*)'}
- {'Total_core_cache_stats_breakdown[GLOBAL_ACC_W][TOTAL_ACCESS]':
'\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_W\]\[TOTAL_ACCESS\]\s*=\s*(.*)'}
- {'Total_core_cache_stats_breakdown[GLOBAL_ACC_R][MSHR_HIT]':
'\s+Total_core_cache_stats_breakdown\[GLOBAL_ACC_R\]\[MSHR_HIT\]\s*=\s*(.*)'}
- {'gpgpu_n_tot_w_icount':'gpgpu_n_tot_w_icount\s*=\s*(.*)'}
- {'total_dram_reads':'total dram reads\s*=\s*(.*)'}
- {'total_dram_writes':'total dram writes\s*=\s*(.*)'}
- {'kernel_launch_uid':'kernel_launch_uid\s*=\s*(.*)'}

# These stats are reset each kernel and should not be diff'd
# They cannot be used is only collecting the final_kernel stats
collect_abs:
- 'gpu_ipc\s*=\s*(.*)'
- 'gpu_occupancy\s*=\s*(.*)%'
- 'L2_BW\s*=\s*(.*)+GB\/Sec'
- {'gpu_ipc':'gpu_ipc\s*=\s*(.*)'}
- {'gpu_occupancy':'gpu_occupancy\s*=\s*(.*)%'}
- {'L2_BW':'L2_BW\s*=\s*(.*)+GB\/Sec'}

# These stats are rates that aggregate - but cannot be diff'd
# Only valid as a snapshot and most useful for the final kernel launch
collect_rates:
- 'gpgpu_simulation_rate\s+=\s+(.*)\s+\(inst\/sec\)'
- 'gpgpu_simulation_rate\s+=\s+(.*)\s+\(cycle\/sec\)'
- 'gpgpu_silicon_slowdown\s*=\s*(.*)x'
- 'gpu_tot_ipc\s*=\s*(.*)'
- {'gpgpu_simulation_rate(inst/sec)':'gpgpu_simulation_rate\s+=\s+(.*)\s+\(inst\/sec\)'}
- {'gpgpu_simulation_rate(cycle/sec)':'gpgpu_simulation_rate\s+=\s+(.*)\s+\(cycle\/sec\)'}
- {'gpgpu_silicon_slowdown':'gpgpu_silicon_slowdown\s*=\s*(.*)x'}
- {'gpu_tot_ipc':'gpu_tot_ipc\s*=\s*(.*)'}
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