文件
rocm-systems/projects/rocprofiler-compute/tests/test_profile_general.py
T
abchoudh-amd 682ae2d014 Streamline --list-metrics command line option in rocprof-compute (#310)
* Remove L2 channels from --list-metrics

--list-metrics moved to general options

List metrics for the current architecture

Filter blocks for metrics

Removed test for --list-metrics in profile mode

Test the options don't throw error

Fixed --config-dir error

Test stdout for command line options

Provide path list for loading panel configs

Show L2 Cache (per) channel metrics

Changed command line option names

Can show two levels only

Removed filtering blocks

Moved blocks to original position

Removed filter block tests

Removed filtering

Formaating fix

Readability enhancement

Test formatting

Filter L2 channels without sysinfo

Show avilable metrics for current arch

Intermediate commit

Fixed tests

Added argument sanitization

Added list_metrics to ctest

merge iconflict resolution

Updated test marker

Updated changelog

Fixed formatting

* Updated docs
2025-09-08 20:21:46 +05:30

1986 行
63 KiB
Python

##############################################################################
# MIT License
#
# Copyright (c) 2025 Advanced Micro Devices, Inc. All Rights Reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
##############################################################################
import inspect
import os
import re
import subprocess
import sys
from pathlib import Path
import pandas as pd
import pytest
import test_utils
# Globals
# TODO: MI350 What are the gpu models in MI 350 series
SUPPORTED_ARCHS = {
"gfx908": {"mi100": ["MI100"]},
"gfx90a": {"mi200": ["MI210", "MI250", "MI250X"]},
"gfx940": {"mi300": ["MI300A_A0"]},
"gfx941": {"mi300": ["MI300X_A0"]},
"gfx942": {"mi300": ["MI300A_A1", "MI300X_A1"]},
"gfx950": {"mi350": ["MI350"]},
}
CHIP_IDS = {
"29856": "MI300A_A1",
"29857": "MI300X_A1",
"29858": "MI308X",
"30112": "MI350",
}
# --
# Runtime config options
# --
config = {}
config["kernel_name_1"] = "vecCopy"
config["app_1"] = ["./tests/vcopy", "-n", "1048576", "-b", "256", "-i", "3"]
config["app_occupancy"] = ["./tests/occupancy"]
config["cleanup"] = True
config["COUNTER_LOGGING"] = False
config["METRIC_COMPARE"] = False
config["METRIC_LOGGING"] = False
num_kernels = 3
num_devices = 1
DEFAULT_ABS_DIFF = 15
DEFAULT_REL_DIFF = 50
MAX_REOCCURING_COUNT = 28
ALL_CSVS_MI100 = sorted([
"SQC_DCACHE_INFLIGHT_LEVEL.csv",
"SQC_ICACHE_INFLIGHT_LEVEL.csv",
"SQ_IFETCH_LEVEL.csv",
"SQ_INST_LEVEL_LDS.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",
"sysinfo.csv",
])
ALL_CSVS_MI200 = sorted([
"SQC_DCACHE_INFLIGHT_LEVEL.csv",
"SQC_ICACHE_INFLIGHT_LEVEL.csv",
"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",
"sysinfo.csv",
"timestamps.csv",
])
ALL_CSVS_MI300 = sorted([
"SQC_DCACHE_INFLIGHT_LEVEL.csv",
"SQC_ICACHE_INFLIGHT_LEVEL.csv",
"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",
"sysinfo.csv",
"timestamps.csv",
])
ALL_CSVS_MI350 = sorted([
"SQC_DCACHE_INFLIGHT_LEVEL.csv",
"SQC_ICACHE_INFLIGHT_LEVEL.csv",
"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",
"pmc_perf_10.csv",
"pmc_perf_11.csv",
"pmc_perf_12.csv",
"sysinfo.csv",
])
ROOF_ONLY_FILES = sorted([
"empirRoof_gpu-0_FP32.pdf",
"pmc_perf.csv",
"pmc_perf_0.csv",
"pmc_perf_1.csv",
"pmc_perf_2.csv",
"roofline.csv",
"sysinfo.csv",
"timestamps.csv",
])
PC_SAMPLING_HOST_TRAP_FILES = sorted([
"pmc_perf_0.csv",
"pmc_perf.csv",
"ps_file_agent_info.csv",
"ps_file_pc_sampling_host_trap.csv",
"ps_file_results.json",
"sysinfo.csv",
])
PC_SAMPLING_STOCHASTIC_FILES = sorted([
"pmc_perf_0.csv",
"pmc_perf.csv",
"ps_file_agent_info.csv",
"ps_file_pc_sampling_stochastic.csv",
"ps_file_results.json",
"sysinfo.csv",
])
METRIC_THRESHOLDS = {
"2.1.12": {"absolute": 0, "relative": 8},
"3.1.1": {"absolute": 0, "relative": 10},
"3.1.10": {"absolute": 0, "relative": 10},
"3.1.11": {"absolute": 0, "relative": 1},
"3.1.12": {"absolute": 0, "relative": 1},
"3.1.13": {"absolute": 0, "relative": 1},
"5.1.0": {"absolute": 0, "relative": 15},
"5.2.0": {"absolute": 0, "relative": 15},
"6.1.4": {"absolute": 4, "relative": 0},
"6.1.5": {"absolute": 0, "relative": 1},
"6.1.0": {"absolute": 0, "relative": 15},
"6.1.3": {"absolute": 0, "relative": 11},
"6.2.12": {"absolute": 0, "relative": 1},
"6.2.13": {"absolute": 0, "relative": 1},
"7.1.0": {"absolute": 0, "relative": 1},
"7.1.1": {"absolute": 0, "relative": 1},
"7.1.2": {"absolute": 0, "relative": 1},
"7.1.5": {"absolute": 0, "relative": 1},
"7.1.6": {"absolute": 0, "relative": 1},
"7.1.7": {"absolute": 0, "relative": 1},
"7.2.1": {"absolute": 0, "relative": 10},
"7.2.3": {"absolute": 0, "relative": 12},
"7.2.6": {"absolute": 0, "relative": 1},
"10.1.4": {"absolute": 0, "relative": 1},
"10.1.5": {"absolute": 0, "relative": 1},
"10.1.6": {"absolute": 0, "relative": 1},
"10.1.7": {"absolute": 0, "relative": 1},
"10.3.4": {"absolute": 0, "relative": 1},
"10.3.5": {"absolute": 0, "relative": 1},
"10.3.6": {"absolute": 0, "relative": 1},
"11.2.1": {"absolute": 0, "relative": 1},
"11.2.4": {"absolute": 0, "relative": 5},
"13.2.0": {"absolute": 0, "relative": 1},
"13.2.2": {"absolute": 0, "relative": 1},
"14.2.0": {"absolute": 0, "relative": 1},
"14.2.5": {"absolute": 0, "relative": 1},
"14.2.7": {"absolute": 0, "relative": 1},
"14.2.8": {"absolute": 0, "relative": 1},
"15.1.4": {"absolute": 0, "relative": 1},
"15.1.5": {"absolute": 0, "relative": 1},
"15.1.6": {"absolute": 0, "relative": 1},
"15.1.7": {"absolute": 0, "relative": 1},
"15.2.4": {"absolute": 0, "relative": 1},
"15.2.5": {"absolute": 0, "relative": 1},
"16.1.0": {"absolute": 0, "relative": 1},
"16.1.3": {"absolute": 0, "relative": 1},
"16.3.0": {"absolute": 0, "relative": 1},
"16.3.1": {"absolute": 0, "relative": 1},
"16.3.2": {"absolute": 0, "relative": 1},
"16.3.5": {"absolute": 0, "relative": 1},
"16.3.6": {"absolute": 0, "relative": 1},
"16.3.7": {"absolute": 0, "relative": 1},
"16.3.9": {"absolute": 0, "relative": 1},
"16.3.10": {"absolute": 0, "relative": 1},
"16.3.11": {"absolute": 0, "relative": 1},
"16.4.3": {"absolute": 0, "relative": 1},
"16.4.4": {"absolute": 0, "relative": 1},
"16.5.0": {"absolute": 0, "relative": 1},
"17.3.3": {"absolute": 0, "relative": 1},
"17.3.6": {"absolute": 0, "relative": 1},
"18.1.0": {"absolute": 0, "relative": 1},
"18.1.1": {"absolute": 0, "relative": 1},
"18.1.2": {"absolute": 0, "relative": 1},
"18.1.3": {"absolute": 0, "relative": 1},
"18.1.5": {"absolute": 0, "relative": 1},
"18.1.6": {"absolute": 1, "relative": 0},
}
# check for parallel resource allocation
test_utils.check_resource_allocation()
def counter_compare(test_name, errors_pd, baseline_df, run_df, threshold=5):
# iterate data one row at a time
for idx_1 in run_df.index:
run_row = run_df.iloc[idx_1]
baseline_row = baseline_df.iloc[idx_1]
if not run_row["KernelName"] == baseline_row["KernelName"]:
print("Kernel/dispatch mismatch")
assert 0
kernel_name = run_row["KernelName"]
gpu_id = run_row["gpu-id"]
differences = {}
for pmc_counter in run_row.index:
if "Ns" in pmc_counter or "id" in pmc_counter or "[" in pmc_counter:
# print("skipping "+pmc_counter)
continue
# assert 0
if not pmc_counter in list(baseline_df.columns):
print("error: pmc mismatch! " + pmc_counter + " is not in baseline_df")
continue
run_data = run_row[pmc_counter]
baseline_data = baseline_row[pmc_counter]
if isinstance(run_data, str) and isinstance(baseline_data, str):
if run_data not in baseline_data:
print(baseline_data)
else:
# relative difference
if not run_data == 0:
diff = round(100 * abs(baseline_data - run_data) / run_data, 2)
if diff > threshold:
print("[" + pmc_counter + "] diff is :" + str(diff) + "%")
if pmc_counter not in differences.keys():
print(
"[" + pmc_counter + "] not found in ",
list(differences.keys()),
)
differences[pmc_counter] = [diff]
else:
# Why are we here?
print(
"Why did we get here?!?!? errors_pd[idx_1]:",
list(differences.keys()),
)
differences[pmc_counter].append(diff)
else:
# if 0 show absolute difference
diff = round(baseline_data - run_data, 2)
if diff > threshold:
print(
str(idx_1) + "[" + pmc_counter + "] diff is :" + str(diff)
)
differences["kernel_name"] = [kernel_name]
differences["test_name"] = [test_name]
differences["gpu-id"] = [gpu_id]
errors_pd = pd.concat([errors_pd, pd.DataFrame.from_dict(differences)])
return errors_pd
def run(cmd):
p = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
if cmd[0] == "amd-smi" and p.returncode == 8:
print("ERROR: No GPU detected. Unable to load amd-smi")
assert 0
return p.stdout.decode("ascii")
def gpu_soc():
global num_devices
## 1) Parse arch details from rocminfo
rocminfo = str(
# decode with utf-8 to account for rocm-smi changes in latest rocm
subprocess.run(
["rocminfo"], stdout=subprocess.PIPE, stderr=subprocess.PIPE
).stdout.decode("utf-8")
)
rocminfo = rocminfo.split("\n")
soc_regex = re.compile(r"^\s*Name\s*:\s+ ([a-zA-Z0-9]+)\s*$", re.MULTILINE)
devices = list(filter(soc_regex.match, rocminfo))
gpu_arch = devices[0].split()[1]
if not gpu_arch in SUPPORTED_ARCHS.keys():
print("Cannot find a supported arch in rocminfo")
assert 0
else:
num_devices = (
len(devices)
if not "CI_VISIBLE_DEVICES" in os.environ
else os.environ["CI_VISIBLE_DEVICES"]
)
## 2) Parse chip id from rocminfo
chip_id = re.compile(r"^\s*Chip ID:\s+ ([a-zA-Z0-9]+)\s*", re.MULTILINE)
ids = list(filter(chip_id.match, rocminfo))
for id in ids:
chip_id = re.match(r"^[^()]+", id.split()[2]).group(0)
## 3) Deduce gpu model name from arch
gpu_model = list(SUPPORTED_ARCHS[gpu_arch].keys())[0].upper()
# For testing purposes we only care about gpu model series not the specific model
# if gpu_model not in ("MI50", "MI100", "MI200"):
# if chip_id in CHIP_IDS:
# gpu_model = CHIP_IDS[chip_id]
return gpu_model
soc = gpu_soc()
os.environ["ROCPROF"] = "rocprofv3"
def using_v3():
return "ROCPROF" not in os.environ.keys() or (
"ROCPROF" in os.environ.keys()
and (
os.environ["ROCPROF"].endswith("rocprofv3")
or os.environ["ROCPROF"] == "rocprofiler-sdk"
)
)
Baseline_dir = str(Path("tests/workloads/vcopy/" + soc).resolve())
def log_counter(file_dict, test_name):
for file in file_dict.keys():
if file == "pmc_perf.csv" or "SQ" in file:
# read file in Baseline
df_1 = pd.read_csv(Baseline_dir + "/" + file, index_col=0)
# get corresponding file from current test run
df_2 = file_dict[file]
errors = counter_compare(test_name, pd.DataFrame(), df_1, df_2, 5)
if not errors.empty:
if Path(
Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
).exists():
error_log = pd.read_csv(
Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv",
index_col=0,
)
new_error_log = pd.concat([error_log, errors])
new_error_log = new_error_log.reindex(
sorted(new_error_log.columns), axis=1
)
new_error_log = new_error_log.sort_values(
by=["test_name", "kernel_name", "gpu-id"]
)
new_error_log.to_csv(
Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
)
else:
errors.to_csv(
Baseline_dir + "/" + file.split(".")[0] + "_error_log.csv"
)
def baseline_compare_metric(test_name, workload_dir, args=[]):
t = subprocess.Popen(
[
sys.executable,
"src/rocprof_compute",
"analyze",
"--path",
Baseline_dir,
]
+ args
+ ["--path", workload_dir, "--report-diff", "-1"],
stdout=subprocess.PIPE,
)
captured_output = t.communicate(timeout=1300)[0].decode("utf-8")
print(captured_output)
assert t.returncode == 0
if "DEBUG ERROR" in captured_output:
error_df = pd.DataFrame()
if Path(Baseline_dir + "/metric_error_log.csv").exists():
error_df = pd.read_csv(
Baseline_dir + "/metric_error_log.csv",
index_col=0,
)
output_metric_errors = re.findall(r"(\')([0-9.]*)(\')", captured_output)
high_diff_metrics = [x[1] for x in output_metric_errors]
for metric in high_diff_metrics:
metric_info = re.findall(
r"(^"
+ metric
+ (
r")(?: *)([()0-9A-Za-z- ]+ )"
r"(?: *)([0-9.-]*)"
r"(?: *)([0-9.-]*)"
r"(?: *)\(([-0-9.]*)%\)"
r"(?: *)([-0-9.e]*)"
),
captured_output,
flags=re.MULTILINE,
)
if len(metric_info):
metric_info = metric_info[0]
metric_idx = metric_info[0]
metric_name = metric_info[1].strip()
baseline_val = metric_info[-3]
current_val = metric_info[-4]
relative_diff = float(metric_info[-2])
absolute_diff = float(metric_info[-1])
if relative_diff > -99:
if metric_idx in METRIC_THRESHOLDS.keys():
# print(metric_idx+" is in FIXED_METRICS")
threshold_type = (
"absolute"
if METRIC_THRESHOLDS[metric_idx]["absolute"]
> METRIC_THRESHOLDS[metric_idx]["relative"]
else "relative"
)
isValid = (
(
abs(absolute_diff)
<= METRIC_THRESHOLDS[metric_idx]["absolute"]
)
if (threshold_type == "absolute")
else (
abs(relative_diff)
<= METRIC_THRESHOLDS[metric_idx]["relative"]
)
)
if not isValid:
print(
"index "
+ metric_idx
+ " "
+ threshold_type
+ " difference is supposed to be "
+ str(METRIC_THRESHOLDS[metric_idx][threshold_type])
+ ", absolute diff:",
absolute_diff,
"relative diff: ",
relative_diff,
)
assert 0
continue
# Used for debugging metric lists
if config["METRIC_LOGGING"] and (
(
abs(relative_diff) <= abs(DEFAULT_REL_DIFF)
or (abs(absolute_diff) <= abs(DEFAULT_ABS_DIFF))
)
and (False if baseline_val == "" else float(baseline_val) > 0)
):
# print("logging...")
# print(metric_info)
new_error = pd.DataFrame.from_dict({
"Index": [metric_idx],
"Metric": [metric_name],
"Percent Difference": [relative_diff],
"Absolute Difference": [absolute_diff],
"Baseline": [baseline_val],
"Current": [current_val],
"Test Name": [test_name],
})
error_df = pd.concat([error_df, new_error])
counts = error_df.groupby(["Index"]).cumcount()
reoccurring_metrics = error_df.loc[
counts > MAX_REOCCURING_COUNT
]
reoccurring_metrics["counts"] = counts[
counts > MAX_REOCCURING_COUNT
]
if reoccurring_metrics.any(axis=None):
with pd.option_context(
"display.max_rows",
None,
"display.max_columns",
None,
# 'display.precision', 3,
):
print(
"These metrics appear alot\n",
reoccurring_metrics,
)
# print(list(reoccurring_metrics["Index"]))
# log into csv
if not error_df.empty:
error_df.to_csv(Baseline_dir + "/metric_error_log.csv")
def validate(test_name, workload_dir, file_dict, args=[]):
if config["COUNTER_LOGGING"]:
log_counter(file_dict, test_name)
if config["METRIC_COMPARE"]:
baseline_compare_metric(test_name, workload_dir, args)
# --
# Start of profiling tests
# --
@pytest.mark.misc
def test_path(binary_handler_profile_rocprof_compute):
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("This test is not supported for {}".format(soc))
assert 0
validate(inspect.stack()[0][3], workload_dir, file_dict)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_path_rocpd(
binary_handler_profile_rocprof_compute, binary_handler_analyze_rocprof_compute
):
workload_dir = test_utils.get_output_dir()
options = ["--format-rocprof-output", "rocpd"]
binary_handler_profile_rocprof_compute(config, workload_dir, options)
assert (Path(workload_dir) / "pmc_perf.csv").exists()
assert test_utils.check_file_pattern(
"format_rocprof_output: rocpd", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern("Counter_Name", f"{workload_dir}/pmc_perf.csv")
code = binary_handler_analyze_rocprof_compute(["analyze", "--path", workload_dir])
assert code == 0
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_kernel_names(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
# roofline is not supported on MI100
assert True
# Do not continue testing
return
options = ["--device", "0", "--roof-only", "--kernel-names"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
# assert successful run
assert returncode == 0
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
else:
expected_files = (
[f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
) + ["kernelName_legend.pdf"]
assert sorted(list(file_dict.keys())) == sorted(expected_files)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_multiple_data_types(binary_handler_profile_rocprof_compute):
"""Test roofline with multiple data types"""
if soc in ("MI100"):
# roofline is not supported on MI100
pytest.skip("Roofline not supported on MI100")
return
# test multiple data types
data_types = ["FP32"] # start with just FP32 to avoid complex validation
for dtype in data_types:
options = [
"--device",
"0",
"--roof-only",
"--kernel-names",
"--roofline-data-type",
dtype,
]
workload_dir = test_utils.get_output_dir()
try:
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
if returncode == 0:
assert os.path.exists(f"{workload_dir}/pmc_perf.csv")
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
expected_files = (
[f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
) + ["kernelName_legend.pdf"]
assert sorted(list(file_dict.keys())) == sorted(expected_files)
else:
pass
finally:
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_invalid_data_type(binary_handler_profile_rocprof_compute):
"""Test roofline with invalid data type"""
if soc in ("MI100"):
# roofline is not supported on MI100
pytest.skip("Roofline not supported on MI100")
return
# test invalid data types
invalid_options = [
"--device",
"0",
"--roof-only",
"--kernel-names",
"--roofline-data-type",
"INVALID_TYPE",
]
workload_dir = test_utils.get_output_dir()
try:
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, invalid_options, check_success=False, roof=True
)
assert returncode >= 0
finally:
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_file_validation(binary_handler_profile_rocprof_compute):
"""Test file validation paths in roofline"""
if soc in ("MI100"):
pytest.skip("Roofline not supported on MI100")
return
options = ["--device", "0", "--roof-only"]
workload_dir = test_utils.get_output_dir()
try:
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
if returncode == 0:
assert os.path.exists(f"{workload_dir}/pmc_perf.csv")
roofline_csv = f"{workload_dir}/roofline.csv"
if os.path.exists(roofline_csv):
import pandas as pd
df = pd.read_csv(roofline_csv)
assert len(df) >= 0
finally:
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_rocpd(binary_handler_profile_rocprof_compute):
if soc == "MI100":
pytest.skip("Roofline not supported on MI100")
return
workload_dir = test_utils.get_output_dir()
options = ["--device", "0", "--roof-only", "--format-rocprof-output", "rocpd"]
binary_handler_profile_rocprof_compute(config, workload_dir, options, roof=True)
assert (Path(workload_dir) / "pmc_perf.csv").exists()
assert (Path(workload_dir) / "roofline.csv").exists()
assert test_utils.check_file_pattern(
"format_rocprof_output: rocpd", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern("Counter_Name", f"{workload_dir}/pmc_perf.csv")
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_analyze_rocpd(
binary_handler_profile_rocprof_compute, binary_handler_analyze_rocprof_compute
):
workload_dir = test_utils.get_output_dir()
options = ["--device", "0", "--format-rocprof-output", "rocpd"]
binary_handler_profile_rocprof_compute(config, workload_dir, options, roof=True)
db_name = "test"
code = binary_handler_analyze_rocprof_compute([
"analyze",
"--output-format",
"db",
"--output-name",
f"{db_name}",
"--path",
workload_dir,
])
assert code == 0
assert os.path.isfile(f"{db_name}.db")
# Remove test.db
os.remove(f"{db_name}.db")
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roofline_workload_dir_not_set_error():
"""
Test roof_setup() error: "Workload directory is not set. Cannot perform setup."
This covers lines 113-117
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
try:
from roofline import Roofline
from utils.specs import generate_machine_specs
class MockArgs:
def __init__(self):
self.roof_only = True
self.kernel_names = False
self.mem_level = "ALL"
self.sort = "ALL"
self.roofline_data_type = ["FP32"]
args = MockArgs()
mspec = generate_machine_specs(None)
run_parameters = {
"workload_dir": None,
"device_id": 0,
"sort_type": "kernels",
"mem_level": "ALL",
"include_kernel_names": False,
"is_standalone": True,
"roofline_data_type": ["FP32"],
}
roofline_instance = Roofline(args, mspec, run_parameters)
import contextlib
from io import StringIO
captured_output = StringIO()
with contextlib.redirect_stderr(captured_output):
try:
roofline_instance.roof_setup()
except SystemExit:
pass
assert True
except ImportError:
pytest.skip("Could not import roofline module for direct testing")
@pytest.mark.misc
def test_roof_workload_dir_validation(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
assert True
return
options = ["--device", "0", "--roof-only"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
assert returncode == 0
nested_dir = os.path.join(workload_dir, "nested", "structure")
os.makedirs(nested_dir, exist_ok=True)
returncode = binary_handler_profile_rocprof_compute(
config, nested_dir, options, check_success=False, roof=True
)
assert returncode == 0
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roofline_empty_kernel_names_handling(binary_handler_profile_rocprof_compute):
"""
Test empirical_roofline() when num_kernels == 0
This should trigger the "No kernel names found" log message
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
options = [
"--device",
"0",
"--roof-only",
"--kernel-names",
"--kernel",
"nonexistent_kernel_name_that_should_not_match_anything",
]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=True, roof=True
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roofline_kernel_filter(binary_handler_profile_rocprof_compute):
"""
Test roofline multi-attempt profiling with `--kernel`
Expect to be able to re-profile from same workload if kernels are valid.
(Validity of --kernels tested in test_roofline_kernel_filter_error_handling already)
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
options = [
"--device",
"0",
"--roof-only",
"--kernel-names",
]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=True, roof=True
)
# Don't clean output dir, use same workload
options.extend(["--kernel", config["kernel_name_1"]])
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=True, roof=True
)
# Test nonexistent kernel on roof profile using existing profiling data
# Since already profiled, throw error if non-existent kernel requested for roofline
options.append("nonexistent_kernel_name_that_should_not_match_anything")
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=False, roof=True
)
assert returncode == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roofline_unsupported_datatype_error(binary_handler_profile_rocprof_compute):
"""
Test datatype validation error in empirical_roofline()
This should trigger console_error for unsupported datatype
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
options = [
"--device",
"0",
"--roof-only",
"--roofline-data-type",
"UNSUPPORTED_TYPE",
]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=False, roof=True
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_plot_modes(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
assert True
return
# Test `--kernel` filtering outputs are present and labelled correctly
filter_kernelName = "kernelName_legend_" + config["kernel_name_1"]
filter_empirRoof = "empirRoof_gpu-0_" + config["kernel_name_1"]
plot_configurations = [
{
"options": ["--device", "0", "--roof-only", "--roofline-data-type", "FP32"],
"expected_files": ["empirRoof_gpu-0_FP32.pdf"],
},
{
"options": ["--device", "0", "--roof-only", "--roofline-data-type", "FP16"],
"expected_files": ["empirRoof_gpu-0_FP16.pdf"],
},
{
"options": [
"--device",
"0",
"--roof-only",
"--kernel-names",
"--kernel",
config["kernel_name_1"],
],
"expected_files": [filter_kernelName, filter_empirRoof],
},
]
for config_test in plot_configurations:
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, config_test["options"], check_success=False, roof=True
)
assert returncode == 0
for expected_file in config_test["expected_files"]:
expected_path = os.path.join(workload_dir, expected_file)
if os.path.exists(expected_path):
assert os.path.getsize(expected_path) > 0
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roof_cli_plot_generation(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
assert True
return
try:
import plotext as plt # noqa: F401
cli_available = True
except ImportError:
cli_available = False
if cli_available:
options = ["--device", "0", "--roof-only"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=False, roof=True
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
else:
pytest.skip("plotext not available for CLI testing")
@pytest.mark.misc
def test_roof_error_handling(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
assert True
return
options = ["--device", "0", "--roof-only"]
workload_dir = test_utils.get_output_dir()
pmc_perf_path = os.path.join(workload_dir, "pmc_perf.csv")
if os.path.exists(pmc_perf_path):
os.remove(pmc_perf_path)
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=False, roof=True
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_roofline_missing_file_handling(binary_handler_profile_rocprof_compute):
"""
Test handling of missing roofline.csv file
This should trigger error message in cli_generate_plot()
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
try:
from roofline import Roofline
from utils.specs import generate_machine_specs
class MockArgs:
def __init__(self):
self.roof_only = True
self.kernel_names = False
self.mem_level = "ALL"
self.sort = "ALL"
self.roofline_data_type = ["FP32"]
args = MockArgs()
mspec = generate_machine_specs(None)
workload_dir = test_utils.get_output_dir()
run_parameters = {
"workload_dir": workload_dir,
"device_id": 0,
"sort_type": "kernels",
"mem_level": "ALL",
"include_kernel_names": False,
"is_standalone": True,
"roofline_data_type": ["FP32"],
}
roofline_instance = Roofline(args, mspec, run_parameters)
result = roofline_instance.cli_generate_plot("FP32")
assert result is None
test_utils.clean_output_dir(config["cleanup"], workload_dir)
except ImportError:
pytest.skip("Could not import roofline module for direct testing")
@pytest.mark.misc
def test_roofline_invalid_datatype_cli(binary_handler_profile_rocprof_compute):
"""
Test CLI plot generation with invalid datatype
This should trigger error in cli_generate_plot() lines 617-624
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
try:
from roofline import Roofline
from utils.specs import generate_machine_specs
class MockArgs:
def __init__(self):
self.roof_only = True
self.kernel_names = False
self.mem_level = "ALL"
self.sort = "ALL"
self.roofline_data_type = ["FP32"]
args = MockArgs()
mspec = generate_machine_specs(None)
run_parameters = {
"workload_dir": test_utils.get_output_dir(),
"device_id": 0,
"sort_type": "kernels",
"mem_level": "ALL",
"include_kernel_names": False,
"is_standalone": True,
"roofline_data_type": ["FP32"],
}
roofline_instance = Roofline(args, mspec, run_parameters)
result = roofline_instance.cli_generate_plot("INVALID_DATATYPE")
assert result is None
test_utils.clean_output_dir(config["cleanup"], run_parameters["workload_dir"])
except ImportError:
pytest.skip("Could not import roofline module for direct testing")
@pytest.mark.misc
def test_roofline_ceiling_data_validation(binary_handler_profile_rocprof_compute):
"""
Test ceiling data validation in generate_plot()
This covers error handling in lines 516-526
"""
if soc in ("MI100"):
pytest.skip("Skipping roofline test for MI100")
return
options = ["--device", "0", "--roof-only", "--mem-level", "INVALID_LEVEL"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute( # noqa: F841
config, workload_dir, options, check_success=False, roof=True
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_device_filter(binary_handler_profile_rocprof_compute):
options = ["--device", "0"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
# TODO - verify expected device id in results
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.kernel_execution
def test_kernel(binary_handler_profile_rocprof_compute):
options = ["--kernel", config["kernel_name_1"]]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.dispatch
def test_dispatch_0(binary_handler_profile_rocprof_compute):
options = ["--dispatch", "0"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, 1)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
[
"--dispatch",
"0",
],
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.dispatch
def test_dispatch_0_1(binary_handler_profile_rocprof_compute):
options = ["--dispatch", "0:2"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, 2)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
["--dispatch", "0", "1"],
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.dispatch
def test_dispatch_2(binary_handler_profile_rocprof_compute):
options = ["--dispatch", "0"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, 1)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
[
"--dispatch",
"0",
],
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.join
def test_join_type_grid(binary_handler_profile_rocprof_compute):
options = ["--join-type", "grid"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.join
def test_join_type_kernel(binary_handler_profile_rocprof_compute):
options = ["--join-type", "kernel"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(config, workload_dir, options)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
if soc == "MI100":
assert sorted(list(file_dict.keys())) == ALL_CSVS_MI100
elif soc == "MI200":
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI200 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI200
)
elif "MI300" in soc:
assert sorted(list(file_dict.keys())) == sorted(
[f for f in ALL_CSVS_MI300 if f != "timestamps.csv"]
if using_v3()
else ALL_CSVS_MI300
)
elif "MI350" in soc:
assert sorted(list(file_dict.keys())) == sorted(ALL_CSVS_MI350)
else:
print("Testing isn't supported yet for {}".format(soc))
assert 0
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.sort
def test_roof_sort_dispatches(binary_handler_profile_rocprof_compute):
# only test 1 device for roofline
if soc in ("MI100"):
# roofline is not supported on MI100
assert True
# Do not continue testing
return
options = ["--device", "0", "--roof-only", "--sort", "dispatches"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
# assert successful run
assert returncode == 0
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
assert (
sorted(list(file_dict.keys()))
== [f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.sort
def test_roof_sort_kernels(binary_handler_profile_rocprof_compute):
# only test 1 device for roofline
if soc in ("MI100"):
# roofline is not supported on MI100
assert True
# Do not continue testing
return
options = ["--device", "0", "--roof-only", "--sort", "kernels"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
# assert successful run
assert returncode == 0
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
assert (
sorted(list(file_dict.keys()))
== [f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.mem
def test_roof_mem_levels_vL1D(binary_handler_profile_rocprof_compute):
# only test 1 device for roofline
if soc in ("MI100"):
# roofline is not supported on MI100
assert True
# Do not continue testing
return
options = ["--device", "0", "--roof-only", "--mem-level", "vL1D"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
# assert successful run
assert returncode == 0
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
assert (
sorted(list(file_dict.keys()))
== [f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.mem
def test_roof_mem_levels_LDS(binary_handler_profile_rocprof_compute):
# only test 1 device for roofline
if soc in ("MI100"):
# roofline is not supported on MI100
assert True
# Do not continue testing
return
options = ["--device", "0", "--roof-only", "--mem-level", "LDS"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=True
)
# assert successful run
assert returncode == 0
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
assert (
sorted(list(file_dict.keys()))
== [f for f in ROOF_ONLY_FILES if f != "timestamps.csv"]
if using_v3()
else ROOF_ONLY_FILES
)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_lds_section(binary_handler_profile_rocprof_compute):
options = ["--block", "12"]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=True, roof=False
)
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
assert test_utils.check_file_pattern(
"- '12'", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern("SQ_INSTS_LDS", f"{workload_dir}/pmc_perf.csv")
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_instmix_memchart_section(binary_handler_profile_rocprof_compute):
options = ["--block", "10", "3"]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=True, roof=False
)
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
assert test_utils.check_file_pattern(
"- '10'", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern(
"- '3'", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern(
"TA_FLAT_WAVEFRONTS", f"{workload_dir}/pmc_perf.csv"
)
assert test_utils.check_file_pattern(
"SQC_TC_DATA_READ_REQ", f"{workload_dir}/pmc_perf.csv"
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_lds_sol_section(binary_handler_profile_rocprof_compute):
options = ["--block", "12.1"]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=True, roof=False
)
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
assert test_utils.check_file_pattern(
"- '12.1'", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern(
"SQ_ACTIVE_INST_LDS", f"{workload_dir}/pmc_perf.csv"
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_instmix_section_global_write_kernel(binary_handler_profile_rocprof_compute):
options = ["-k", "global_write", "--block", "10"]
custom_config = dict(config)
custom_config["kernel_name_1"] = "global_write"
custom_config["app_1"] = ["./tests/vmem"]
num_kernels = 1
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
custom_config, workload_dir, options, check_success=True, roof=False
)
file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels)
validate(
inspect.stack()[0][3],
workload_dir,
file_dict,
)
assert test_utils.check_file_pattern(
"- '10'", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern(
"- global_write", f"{workload_dir}/profiling_config.yaml"
)
assert test_utils.check_file_pattern(
"TA_FLAT_WAVEFRONTS", f"{workload_dir}/pmc_perf.csv"
)
assert test_utils.check_file_pattern("global_write", f"{workload_dir}/pmc_perf.csv")
assert not test_utils.check_file_pattern(
"global_read", f"{workload_dir}/pmc_perf.csv"
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_list_metrics(binary_handler_profile_rocprof_compute):
options = ["--list-metrics", "gfx90a"]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=True, roof=False
)
# workload dir should be empty
assert not os.listdir(workload_dir)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_list_metrics_with_block(binary_handler_profile_rocprof_compute):
options = ["--list-metrics", "gfx90a", "--block", "10"]
workload_dir = test_utils.get_output_dir()
code = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=False
)
# Should return code 1 since --block cannot be used with --list-metrics
assert code == 1
# workload dir should be empty
assert not os.listdir(workload_dir)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.section
def test_list_available_metrics(binary_handler_profile_rocprof_compute, capsys):
options = ["--list-available-metrics"]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=True, roof=False
)
# workload dir should be empty
assert not os.listdir(workload_dir)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
# Test output
output = capsys.readouterr().out
assert "0 -> Top Stats" in output
assert "1 -> System Info" in output
@pytest.mark.section
def test_list_available_metrics_with_block(
binary_handler_profile_rocprof_compute, capsys
):
options = ["--list-available-metrics", "--block", "10"]
workload_dir = test_utils.get_output_dir()
code = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=False
)
# Should return code 1 since --block cannot be used with --list-available-metrics
assert code == 1
# workload dir should be empty
assert not os.listdir(workload_dir)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.misc
def test_comprehensive_error_paths():
"""Simplified test for error path coverage"""
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
from utils.parser import (
build_comparable_columns,
build_eval_string,
calc_builtin_var,
)
columns = build_comparable_columns("ms")
expected = [
"Count(ms)",
"Sum(ms)",
"Mean(ms)",
"Median(ms)",
"Standard Deviation(ms)",
]
for expected_col in expected:
assert expected_col in columns
class MockSysInfo:
total_l2_chan = 16
sys_info = MockSysInfo()
result = calc_builtin_var(42, sys_info)
assert result == 42
result = calc_builtin_var("$total_l2_chan", sys_info)
assert result == 16
try:
build_eval_string("test", None, config={})
assert False, "Should raise exception for None coll_level"
except Exception as e:
assert "coll_level can not be None" in str(e)
@pytest.mark.pc_sampling
def test_pc_sampling_host_trap(binary_handler_profile_rocprof_compute):
if soc in ("MI100"):
assert True
return
options = [
"--block",
"21",
"--pc-sampling-method",
"host_trap",
"--pc-sampling-interval",
"1048576",
]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
app_name="app_occupancy",
)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
assert sorted(list(file_dict.keys())) == sorted(PC_SAMPLING_HOST_TRAP_FILES)
validate(inspect.stack()[0][3], workload_dir, file_dict)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.pc_sampling
def test_pc_sampling_stochastic(binary_handler_profile_rocprof_compute):
if soc in ("MI100") or soc in ("MI200"):
assert True
return
options = [
"--block",
"21",
"--pc-sampling-method",
"stochastic",
"--pc-sampling-interval",
"1048576",
]
workload_dir = test_utils.get_output_dir()
_ = binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
app_name="app_occupancy",
)
file_dict = test_utils.check_csv_files(workload_dir, num_devices, num_kernels)
assert sorted(list(file_dict.keys())) == sorted(PC_SAMPLING_STOCHASTIC_FILES)
validate(inspect.stack()[0][3], workload_dir, file_dict)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
@pytest.mark.sets_func
class TestSetsIntegration:
def test_memory_throughput_set(self, binary_handler_profile_rocprof_compute):
options = ["--set", "mem_thruput"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
)
assert test_utils.get_num_pmc_file(workload_dir) == 1
memory_metrics = ["16.1.2", "17.1.0"]
for metric_id in memory_metrics:
assert metric_id in open(Path(workload_dir) / "log.txt", "r").read(), (
f"Expected memory metric {metric_id} not found"
)
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_launch_stats_set(self, binary_handler_profile_rocprof_compute):
options = ["--set", "launch_stats"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
)
assert test_utils.get_num_pmc_file(workload_dir) == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_compute_thruput_util_set(self, binary_handler_profile_rocprof_compute):
options = ["--set", "compute_thruput_util"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
)
assert test_utils.get_num_pmc_file(workload_dir) == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_compute_thruput_flops_set(self, binary_handler_profile_rocprof_compute):
options = ["--set", "compute_thruput_flops"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=True,
roof=False,
)
assert test_utils.get_num_pmc_file(workload_dir) == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_invalid_set_error_handling(self, binary_handler_profile_rocprof_compute):
options = ["--set", "nonexistent_set"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=False,
roof=False,
)
assert returncode == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_set_and_block_mutual_exclusion(
self, binary_handler_profile_rocprof_compute
):
options = ["--set", "compute_thruput_util", "--block", "12"]
workload_dir = test_utils.get_output_dir()
returncode = binary_handler_profile_rocprof_compute(
config, workload_dir, options, check_success=False, roof=False
)
assert returncode == 1
test_utils.clean_output_dir(config["cleanup"], workload_dir)
def test_list_sets_functionality(self, binary_handler_profile_rocprof_compute):
options = ["--list-sets"]
workload_dir = test_utils.get_output_dir()
binary_handler_profile_rocprof_compute(
config,
workload_dir,
options,
check_success=False,
roof=False,
)
# workload dir should be empty
assert not os.listdir(workload_dir)
test_utils.clean_output_dir(config["cleanup"], workload_dir)