JoseSantosAMD
44d00a0521
* Added testing of limited set of metrics with absolute diff and relative diff Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Remove some print statements that aren't needed Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> --------- Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com>
2881 líneas
77 KiB
Python
2881 líneas
77 KiB
Python
import os.path
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from pathlib import Path
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from unittest.mock import patch
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import pytest
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from importlib.machinery import SourceFileLoader
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import pandas as pd
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import subprocess
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import re
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import shutil
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import inspect
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import sys
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omniperf = SourceFileLoader("omniperf", "src/omniperf").load_module()
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workload_1 = os.path.realpath("workload")
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kernel_name_1 = "vecCopy(double*, double*, double*, int, int) [clone .kd]"
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app_1 = ["./tests/vcopy", "-n", "1048576", "-b", "256", "-i", "3"]
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num_kernels = 3
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dispatch_id = 0
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DEFAULT_ABS_DIFF = 2.2
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DEFAULT_REL_DIFF = 8
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MAX_METRIC_VIOLATIONS = 2
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ALL_CSVS = [
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"SQ_IFETCH_LEVEL.csv",
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"SQ_INST_LEVEL_LDS.csv",
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"SQ_INST_LEVEL_SMEM.csv",
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"SQ_INST_LEVEL_VMEM.csv",
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"SQ_LEVEL_WAVES.csv",
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"pmc_perf.csv",
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"pmc_perf_0.csv",
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"pmc_perf_1.csv",
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"pmc_perf_10.csv",
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"pmc_perf_11.csv",
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"pmc_perf_12.csv",
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"pmc_perf_13.csv",
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"pmc_perf_14.csv",
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"pmc_perf_15.csv",
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"pmc_perf_16.csv",
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"pmc_perf_2.csv",
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"pmc_perf_3.csv",
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"pmc_perf_4.csv",
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"pmc_perf_5.csv",
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"pmc_perf_6.csv",
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"pmc_perf_7.csv",
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"pmc_perf_8.csv",
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"pmc_perf_9.csv",
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"sysinfo.csv",
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"timestamps.csv",
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]
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ALL_CSVS_MI200 = [
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"SQ_IFETCH_LEVEL.csv",
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"SQ_INST_LEVEL_LDS.csv",
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"SQ_INST_LEVEL_SMEM.csv",
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"SQ_INST_LEVEL_VMEM.csv",
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"SQ_LEVEL_WAVES.csv",
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"pmc_perf.csv",
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"pmc_perf_0.csv",
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"pmc_perf_1.csv",
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"pmc_perf_10.csv",
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"pmc_perf_11.csv",
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"pmc_perf_12.csv",
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"pmc_perf_13.csv",
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"pmc_perf_14.csv",
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"pmc_perf_15.csv",
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"pmc_perf_16.csv",
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"pmc_perf_2.csv",
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"pmc_perf_3.csv",
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"pmc_perf_4.csv",
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"pmc_perf_5.csv",
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"pmc_perf_6.csv",
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"pmc_perf_7.csv",
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"pmc_perf_8.csv",
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"pmc_perf_9.csv",
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"roofline.csv",
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"sysinfo.csv",
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"timestamps.csv",
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]
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ROOF_ONLY_FILES = [
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"empirRoof_gpu-ALL_fp32.pdf",
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"empirRoof_gpu-ALL_int8_fp16.pdf",
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"pmc_perf.csv",
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"pmc_perf_0.csv",
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"pmc_perf_1.csv",
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"pmc_perf_2.csv",
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"roofline.csv",
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"sysinfo.csv",
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"timestamps.csv",
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]
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# logging function for threshold outliers set to false
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COUNTER_LOGGING = False
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METRIC_LOGGING = True
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# Absolute Difference < 2
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CONSISTENT_ABS_METRIC_INDICES = [
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"2.1.8",
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# "2.1.28",
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"2.1.9",
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"5.1.3",
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"13.1.0",
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"14.1.0",
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"5.2.4",
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"11.2.0",
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"11.2.2",
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"11.2.3",
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"13.1.0",
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"13.2.3",
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"16.5.3",
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"17.2.3",
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"17.2.8",
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"17.2.9",
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"17.3.8",
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"17.3.9",
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"17.3.11",
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"17.3.14",
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"17.3.15",
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"17.3.16",
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"18.1.13",
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"18.1.16",
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]
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# Percent Difference < 8
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CONSISTENT_REL_METRIC_INDICES = [
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"2.1.26",
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# "5.1.0",
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# "5.1.1",
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# "5.2.0",
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# "5.2.1",
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"5.2.3",
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# "5.2.4",
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"5.2.6",
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"5.2.8",
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# "6.1.0",
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# "6.1.1",
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"6.1.3" "6.1.6",
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# "6.1.7",
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# "6.2.0",
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# "7.2.1",
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# "7.2.3",
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"7.2.4",
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"7.2.7",
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# "14.1.0",
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"16.2.0",
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# "16.3.14",
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# "16.3.15",
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"17.1.0",
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]
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def metric_compare(test_name, errors_pd, baseline_df, run_df, threshold=5):
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# iterate data one row at a time
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for idx_1 in run_df.index:
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run_row = run_df.iloc[idx_1]
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baseline_row = baseline_df.iloc[idx_1]
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if not run_row["KernelName"] == baseline_row["KernelName"]:
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print("Kernel/dispatch mismatch")
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assert 0
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kernel_name = run_row["KernelName"]
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gpu_id = run_row["gpu-id"]
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differences = {}
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for pmc_counter in run_row.index:
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if "Ns" in pmc_counter or "id" in pmc_counter or "[" in pmc_counter:
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# print("skipping "+pmc_counter)
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continue
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# assert 0
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if not pmc_counter in list(baseline_df.columns):
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print("error: pmc mismatch! " + pmc_counter + " is not in baseline_df")
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continue
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run_data = run_row[pmc_counter]
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baseline_data = baseline_row[pmc_counter]
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if isinstance(run_data, str) and isinstance(baseline_data, str):
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if run_data not in baseline_data:
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print(baseline_data)
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else:
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# relative difference
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if not run_data == 0:
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diff = round(100 * abs(baseline_data - run_data) / run_data, 2)
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if diff > threshold:
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print("[" + pmc_counter + "] diff is :" + str(diff) + "%")
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if pmc_counter not in differences.keys():
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print(
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"[" + pmc_counter + "] not found in ",
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list(differences.keys()),
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)
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differences[pmc_counter] = [diff]
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else:
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# Why are we here?
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print(
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"Why did we get here?!?!? errors_pd[idx_1]:",
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list(differences.keys()),
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)
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differences[pmc_counter].append(diff)
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else:
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# if 0 show absolute difference
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diff = round(baseline_data - run_data, 2)
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if diff > threshold:
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print(str(idx_1) + "[" + pmc_counter + "] diff is :" + str(diff))
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differences["kernel_name"] = [kernel_name]
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differences["test_name"] = [test_name]
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differences["gpu-id"] = [gpu_id]
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errors_pd = pd.concat([errors_pd, pd.DataFrame.from_dict(differences)])
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return errors_pd
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def run(cmd):
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p = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
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if cmd[0] == "rocm-smi" and p.returncode == 8:
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print("ERROR: No GPU detected. Unable to load rocm-smi")
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assert 0
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return p.stdout.decode("ascii")
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def gpu_soc():
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rocminfo = str(
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subprocess.run(
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["rocminfo"], stdout=subprocess.PIPE, stderr=subprocess.PIPE
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).stdout.decode("ascii")
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)
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rocminfo = rocminfo.split("\n")
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soc_regex = re.compile(r"^\s*Name\s*:\s+ ([a-zA-Z0-9]+)\s*$", re.MULTILINE)
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gpu_id = list(filter(soc_regex.match, rocminfo))[0].split()[1]
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if gpu_id == "gfx906":
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return "mi50"
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elif gpu_id == "gfx908":
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return "mi100"
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elif gpu_id == "gfx90a":
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return "mi200"
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elif gpu_id == "gfx900":
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return "vega10"
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else:
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print("Invalid SoC")
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assert 0
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soc = gpu_soc()
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# change to directory where baseline is at
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Baseline_dir = os.path.realpath("Baseline_vcopy_" + soc)
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if os.path.exists(Baseline_dir):
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shutil.rmtree(Baseline_dir)
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with pytest.raises(SystemExit) as e:
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with patch(
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"sys.argv",
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[
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"omniperf",
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"profile",
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"-n",
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"app_1",
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"-VVV",
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"--path",
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Baseline_dir,
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"--",
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]
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+ app_1,
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):
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omniperf.main()
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def log_counter(file_dict, test_name):
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for file in file_dict.keys():
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if file == "pmc_perf.csv" or "SQ" in file:
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# read file in Baseline
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df_1 = pd.read_csv(Baseline_dir + "/" + file, index_col=0)
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# get corresponding file from current test run
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df_2 = file_dict[file]
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errors = metric_compare(test_name, pd.DataFrame(), df_1, df_2, 5)
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if not errors.empty:
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if os.path.exists(
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Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
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):
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error_log = pd.read_csv(
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Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv",
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index_col=0,
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)
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new_error_log = pd.concat([error_log, errors])
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new_error_log = new_error_log.reindex(
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sorted(new_error_log.columns), axis=1
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)
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new_error_log = new_error_log.sort_values(
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by=["test_name", "kernel_name", "gpu-id"]
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)
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new_error_log.to_csv(
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Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
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)
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else:
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errors.to_csv(
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Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
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)
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def log_metric(test_name, thresholds, args=[]):
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t = subprocess.Popen(
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[
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sys.executable,
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"src/omniperf",
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"analyze",
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"--path",
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Baseline_dir,
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]
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+ args
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+ ["--path", workload_1, "--report-diff", str(DEFAULT_REL_DIFF)],
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stdout=subprocess.PIPE,
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)
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captured_output = t.communicate(timeout=1300)[0].decode("utf-8")
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assert t.returncode == 0
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if "DEBUG ERROR" in captured_output:
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error_df = pd.DataFrame()
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if os.path.exists(Baseline_dir + "/metric_error_log.csv"):
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error_df = pd.read_csv(
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Baseline_dir + "/metric_error_log.csv",
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index_col=0,
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)
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output_metric_errors = re.findall(r"(\')([0-9.]*)(\')", captured_output)
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high_diff_metrics = [x[1] for x in output_metric_errors]
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for metric in high_diff_metrics:
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metric_info = re.findall(
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r"(^"
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+ metric
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+ r")(?: *)([()0-9A-Za-z- ]+ )(?: *)([0-9.-]*)(?: *)([0-9.-]*)(?: *)\(([-0-9.]*)%\)(?: *)([-0-9.e]*)",
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captured_output,
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flags=re.MULTILINE,
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)
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if len(metric_info):
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metric_info = metric_info[0]
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metric_idx = metric_info[0]
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table_idx = metric_info[0].split(".")[0]
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relative_diff = float(metric_info[-2])
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absolute_diff = float(metric_info[-1])
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if relative_diff > -99 or relative_diff < -101:
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relative_threshold = thresholds["default"]["relative"]
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absolute_threshold = thresholds["default"]["absolute"]
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if table_idx in thresholds:
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relative_threshold = thresholds[table_idx]["relative"]
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absolute_threshold = thresholds[table_idx]["absolute"]
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if (
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abs(relative_diff) > relative_threshold
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and (metric_idx in CONSISTENT_REL_METRIC_INDICES)
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) or (
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abs(absolute_diff) > absolute_threshold
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and (metric_idx in CONSISTENT_ABS_METRIC_INDICES)
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):
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new_error = pd.DataFrame.from_dict(
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{
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"Index": [metric_info[0]],
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"Metric": [metric_info[1].strip()],
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"Percent Difference": [relative_diff],
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"Absolute Difference": [absolute_diff],
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"Baseline": [metric_info[-3]],
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"Current": [metric_info[-4]],
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"Test Name": [test_name],
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}
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)
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error_df = pd.concat([error_df, new_error])
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counts = error_df.groupby("Index").cumcount()
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failed_metrics = error_df.loc[counts > MAX_METRIC_VIOLATIONS]
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if failed_metrics.any(axis=None):
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print(
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"Warning, these metrics are varying too much",
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failed_metrics,
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)
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if not error_df.empty:
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error_df.to_csv(Baseline_dir + "/metric_error_log.csv")
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def test_path():
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if os.path.exists(workload_1):
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shutil.rmtree(workload_1)
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with pytest.raises(SystemExit) as e:
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with patch(
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"sys.argv",
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[
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"omniperf",
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"profile",
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"-n",
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"app_1",
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"-VVV",
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"--path",
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workload_1,
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"--",
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]
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+ app_1,
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):
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omniperf.main()
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# assert successful run
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assert e.value.code == 0
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files_in_workload = os.listdir(workload_1)
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# Check if csvs have data
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file_dict = {}
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for file in files_in_workload:
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if file.endswith(".csv"):
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file_dict[file] = pd.read_csv(workload_1 + "/" + file, index_col=0)
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# TODO: verify contents: we know function evaluated
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if not "sysinfo" in file:
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assert len(file_dict[file].index) >= num_kernels
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if soc == "mi200":
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assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
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else:
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assert sorted(list(file_dict.keys())) == ALL_CSVS
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if COUNTER_LOGGING:
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log_counter(file_dict, inspect.stack()[0][3])
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if METRIC_LOGGING:
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log_metric(
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inspect.stack()[0][3],
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{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
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)
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def test_kernel():
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if os.path.exists(workload_1):
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shutil.rmtree(workload_1)
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with pytest.raises(SystemExit) as e:
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with patch(
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"sys.argv",
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[
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"omniperf",
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"profile",
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"-n",
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"app_1",
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"-VVV",
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"--path",
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workload_1,
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"--kernel",
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kernel_name_1,
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"--",
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]
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+ app_1,
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):
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omniperf.main()
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# assert successful run
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assert e.value.code == 0
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files_in_workload = os.listdir(workload_1)
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|
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# Check if csvs have data
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file_dict = {}
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for file in files_in_workload:
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if file.endswith(".csv"):
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file_dict[file] = pd.read_csv(workload_1 + "/" + file)
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if not "sysinfo" in file:
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assert len(file_dict[file].index) >= num_kernels
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if soc == "mi200":
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assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
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else:
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assert sorted(list(file_dict.keys())) == ALL_CSVS
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if COUNTER_LOGGING:
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log_counter(file_dict, inspect.stack()[0][3])
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if METRIC_LOGGING:
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log_metric(
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inspect.stack()[0][3],
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{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
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)
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|
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def test_kernel_summaries():
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if os.path.exists(workload_1):
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shutil.rmtree(workload_1)
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with pytest.raises(SystemExit) as e:
|
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with patch(
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"sys.argv",
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[
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"omniperf",
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"profile",
|
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"-n",
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"app_1",
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"-VVV",
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"--path",
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workload_1,
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"--kernel-summaries",
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"vcopy",
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"--",
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]
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+ app_1,
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):
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omniperf.main()
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# assert successful run
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assert e.value.code == 0
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files_in_workload = os.listdir(workload_1)
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|
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# Check if csvs have data
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file_dict = {}
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for file in files_in_workload:
|
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if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQC():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQC",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(5, "roofline.csv")
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_TA():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"TA",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(9, "roofline.csv")
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_TD():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"TD",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_TCP():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"TCP",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(11, "roofline.csv")
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_TCC():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"TCC",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(12, "roofline.csv")
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SPI():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SPI",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(10, "roofline.csv")
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_CPC():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"CPC",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(7, "roofline.csv")
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_CPF():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"CPF",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
expected_csvs = [
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs.insert(5, "roofline.csv")
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ_CPC():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"CPC",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ_TA():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"TA",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ_SPI():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"SPI",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ_SQC_TCP_CPC():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"SQC",
|
|
"TCP",
|
|
"CPC",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_ipblocks_SQ_SPI_TA_TCC_CPF():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--ipblocks",
|
|
"SQ",
|
|
"SPI",
|
|
"TA",
|
|
"TCC",
|
|
"CPF",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
|
|
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
if soc == "mi200":
|
|
expected_csvs = [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
assert sorted(list(file_dict.keys())) == expected_csvs
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_dispatch_0():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--dispatch",
|
|
"0",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file and not "roofline" in file:
|
|
assert len(file_dict[file].index) == 1
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
[
|
|
"--dispatch",
|
|
"0",
|
|
],
|
|
)
|
|
|
|
|
|
def test_dispatch_0_1():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--dispatch",
|
|
"0:2",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file and not "roofline" in file:
|
|
assert len(file_dict[file].index) == 2
|
|
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
["--dispatch", "0", "1"],
|
|
)
|
|
|
|
|
|
def test_dispatch_2():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--dispatch",
|
|
dispatch_id,
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file and not "roofline" in file:
|
|
assert len(file_dict[file].index) == 1
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
[
|
|
"--dispatch",
|
|
str(dispatch_id),
|
|
],
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_0():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"0",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_1():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"1",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_2():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"2",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_3():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"3",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_4():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"4",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_verbose_5():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--kernel-verbose",
|
|
"5",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_join_type_grid():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--join-type",
|
|
"grid",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_join_type_kernel():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--join-type",
|
|
"kernel",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_device_0():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--device",
|
|
"0",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
if "roofline" in file:
|
|
assert len(file_dict[file].index)
|
|
else:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI200
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_no_roof():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--no-roof",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == [
|
|
"SQ_IFETCH_LEVEL.csv",
|
|
"SQ_INST_LEVEL_LDS.csv",
|
|
"SQ_INST_LEVEL_SMEM.csv",
|
|
"SQ_INST_LEVEL_VMEM.csv",
|
|
"SQ_LEVEL_WAVES.csv",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_10.csv",
|
|
"pmc_perf_11.csv",
|
|
"pmc_perf_12.csv",
|
|
"pmc_perf_13.csv",
|
|
"pmc_perf_14.csv",
|
|
"pmc_perf_15.csv",
|
|
"pmc_perf_16.csv",
|
|
"pmc_perf_2.csv",
|
|
"pmc_perf_3.csv",
|
|
"pmc_perf_4.csv",
|
|
"pmc_perf_5.csv",
|
|
"pmc_perf_6.csv",
|
|
"pmc_perf_7.csv",
|
|
"pmc_perf_8.csv",
|
|
"pmc_perf_9.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_sort_dispatches():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--sort",
|
|
"dispatches",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_sort_kernels():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--sort",
|
|
"kernels",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
file_dict = {}
|
|
# Check if csvs have data
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_HBM():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"HBM",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_L2():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"L2",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_vL1D():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"vL1D",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_LDS():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"LDS",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_HBM_LDS():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"HBM",
|
|
"LDS",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_vL1D_LDS():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"vL1D",
|
|
"LDS",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_mem_levels_L2_vL1D_LDS():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--mem-level",
|
|
"L2",
|
|
"vL1D",
|
|
"LDS",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|
|
|
|
|
|
def test_kernel_names():
|
|
if os.path.exists(workload_1):
|
|
shutil.rmtree(workload_1)
|
|
with pytest.raises(SystemExit) as e:
|
|
with patch(
|
|
"sys.argv",
|
|
[
|
|
"omniperf",
|
|
"profile",
|
|
"-n",
|
|
"app_1",
|
|
"-VVV",
|
|
"--path",
|
|
workload_1,
|
|
"--roof-only",
|
|
"--kernel-names",
|
|
"--",
|
|
]
|
|
+ app_1,
|
|
):
|
|
omniperf.main()
|
|
|
|
if soc == "mi100":
|
|
# assert that it did not run
|
|
assert e.value.code >= 1
|
|
# Do not continue testing
|
|
return
|
|
# assert successful run
|
|
assert e.value.code == 0
|
|
|
|
files_in_workload = os.listdir(workload_1)
|
|
|
|
# Check if csvs have data
|
|
file_dict = {}
|
|
for file in files_in_workload:
|
|
if file.endswith(".csv"):
|
|
file_dict[file] = pd.read_csv(workload_1 + "/" + file)
|
|
if not "sysinfo" in file:
|
|
assert len(file_dict[file].index) >= num_kernels
|
|
elif file.endswith(".pdf"):
|
|
file_dict[file] = "pdf"
|
|
if soc == "mi200":
|
|
|
|
assert sorted(list(file_dict.keys())) == [
|
|
"empirRoof_gpu-ALL_fp32.pdf",
|
|
"empirRoof_gpu-ALL_int8_fp16.pdf",
|
|
"kernelName_legend.pdf",
|
|
"pmc_perf.csv",
|
|
"pmc_perf_0.csv",
|
|
"pmc_perf_1.csv",
|
|
"pmc_perf_2.csv",
|
|
"roofline.csv",
|
|
"sysinfo.csv",
|
|
"timestamps.csv",
|
|
]
|
|
else:
|
|
assert sorted(list(file_dict.keys())) == ALL_CSVS
|
|
|
|
if COUNTER_LOGGING:
|
|
log_counter(file_dict, inspect.stack()[0][3])
|
|
|
|
if METRIC_LOGGING:
|
|
log_metric(
|
|
inspect.stack()[0][3],
|
|
{"default": {"absolute": DEFAULT_ABS_DIFF, "relative": DEFAULT_REL_DIFF}},
|
|
)
|