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improved showresults.py: 

- added the ability to show the performance per clock cycle (eg to see if avx512 has an effect on the computation)
- the cpus are now sorted on x axis depending on their generation

work related to [https://bugzilla.ipr.univ-rennes.fr/show_bug.cgi?id=3372]
This commit is contained in:
Guillaume Raffy 2024-10-04 18:24:02 +02:00
parent 1423090328
commit 46d7fd1fa7
1 changed files with 55 additions and 16 deletions
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71
usecases/ipr/hibench/showresults.py
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@ -252,9 +252,25 @@ class HibenchResultsParser():
return results
def create_graphs(sql_engine):
def get_cpu_freq(cpu_id: CpuId) -> float:
return {
'intel_xeon_x5550': 2.67,
'intel_xeon_x5650': 2.67,
'intel_xeon_e5-2660': 2.2,
'intel_xeon_e5-2660v2': 2.2,
'intel_xeon_e5-2660v4': 2.0,
'intel_xeon_gold_5222': 3.8,
'intel_xeon_gold_6140': 2.3,
'intel_xeon_gold_6154': 3.0,
'intel_xeon_gold_6226r': 2.9,
'intel_xeon_gold_6248r': 3.0,
'amd_epyc_7282': 2.8
}[cpu_id] * 10**9
def create_graph(sql_engine, per_clock: bool):
with sql_engine.connect() as conn:
bar_data = {}
cpu_data = {}
computation_id = 'nh3h2_qma_long'
commit_ids = set()
@ -262,16 +278,29 @@ def create_graphs(sql_engine):
for row in result:
print(row)
(cpu_id, avg_duration, commit_id) = row
if cpu_id not in bar_data.keys():
bar_data[cpu_id] = {}
cpu_perf = bar_data[cpu_id]
cpu_perf[commit_id] = avg_duration
if cpu_id not in cpu_data.keys():
cpu_data[cpu_id] = {}
commit_id_to_avg_duration = cpu_data[cpu_id]
commit_id_to_avg_duration[commit_id] = avg_duration
commit_ids.add(commit_id)
# print(mkl_perf)
cpu_order = {
'intel_xeon_x5550': 0,
'intel_xeon_e5-2660': 1,
'intel_xeon_e5-2660v2': 2,
'intel_xeon_e5-2660v4': 3,
'intel_xeon_gold_5222': 4,
'intel_xeon_gold_6140': 5,
'intel_xeon_gold_6154': 6,
'intel_xeon_gold_6226r': 7,
'intel_xeon_gold_6248r': 8,
'amd_epyc_7282': 9
}
fig, ax = plt.subplots()
cpu_ids = bar_data.keys()
cpu_ids = sorted(cpu_data.keys(), key=lambda x: cpu_order[x])
x = np.arange(len(cpu_ids)) # the label locations
bar_group_width = 0.8
bar_width = bar_group_width / len(commit_ids) # the width of the bars
@ -279,22 +308,28 @@ def create_graphs(sql_engine):
commit_index = 0
for commit_id in commit_ids:
# print(f'commit {commit_id}')
avg_durations = []
y = []
for cpu_id in cpu_ids:
perfs = bar_data[cpu_id]
commit_id_to_avg_duration = cpu_data[cpu_id]
# print(perfs)
if commit_id in perfs:
avg_duration = perfs[commit_id]
else:
avg_duration = 0.0
avg_durations.append(avg_duration)
cpu_y = 0.0
print(commit_id_to_avg_duration)
if commit_id in commit_id_to_avg_duration:
cpu_y = 1.0 / commit_id_to_avg_duration[commit_id]
if per_clock:
cpu_y /= get_cpu_freq(cpu_id)
y.append(cpu_y)
bar_x_pos = x - bar_group_width * 0.5 + bar_group_width * ((commit_index + 0.5) / len(commit_ids))
print(commit_index, bar_x_pos)
rects = ax.bar(bar_x_pos, avg_durations, bar_width, label=f'hibridon {commit_id}')
rects = ax.bar(bar_x_pos, y, bar_width, label=f'hibridon {commit_id}')
commit_index += 1
# Add some text for labels, title and custom x-axis tick labels, etc.
ax.set_ylabel('computation duration (s)')
if per_clock:
ylabel = 'number of computations per cpu clock for a core'
else:
ylabel = 'number of computations per second for a core'
ax.set_ylabel(ylabel)
ax.set_title(f'hibridon\'s {computation_id} performance (serial code) on various cpus')
ax.set_xticks(x)
ax.tick_params(axis='x', labelrotation=45)
@ -340,6 +375,10 @@ def create_graphs(sql_engine):
plt.show()
def create_graphs(sql_engine):
create_graph(sql_engine, per_clock=True)
def main():
# 20240927-20:03:18 graffy@graffy-ws2:~/work/starbench/starbench.git$ rsync -va graffy@physix.ipr.univ-rennes1.fr:/opt/ipr/cluster/work.global/graffy/hibridon/benchmarks/starbench/ ./usecases/ipr/hibench/results/