[rocprofiler-sdk] Add Duration_ns field to kernel trace CSV output by ihhethan · Pull Request #1841 · ROCm/rocm-systems

ihhethan · 2025-11-13T14:30:05Z

Motivation

Adds missing Duration_ns field to kernel trace CSV output, addressing regression from rocprof to rocprofv3. Critical for analyzing applications where the same kernel has different durations per invocation.

Technical Details

Modified Files:

rocpd/csv.py
- Added Duration column to kernel trace CSV query
conftest.py
- Defines pytest fixtures for JSON and rocpd DB inputs
validate.py
- Implements validation logic:
  - Extract kernel dispatch records from JSON
  - Query kernel data via rocpd Python API
  - Verify:
    - Duration == End - Start
    - Exact match between JSON and DB
    - All dispatch IDs align
CMakeLists.txt
- Adds generate + validation test pipeline
- Configures environment with ROCPROF_OUTPUT_FORMAT=json,rocpd

Change:

Before: "...End_Timestamp","LDS_Block_Size"...
After: "...End_Timestamp","Duration_ns","LDS_Block_Size"...

Test Plan

Locally Tested with daxpy_5 on MI300X using ROCm 6.4.1. Verified Duration_ns field appears in column 12 and values match end - start calculation.

Test Result

All locally tests passed on my machine
Duration_ns in column 12
Values verified: 80360 ns, 63895 ns, 54680 ns
Backward compatible

Submission Checklist

Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.

SrirakshaNag

How are we validating this new column in CSV?

SrirakshaNag · 2025-12-02T18:45:31Z

projects/rocprofiler-sdk/source/lib/output/generateCSV.cpp

                                      "Correlation_Id",
                                      "Start_Timestamp",
                                      "End_Timestamp",
+                                      "Duration_ns",


The naming here needs to be consistent. Can it be Duration_NS?

Sushma1203 · 2025-12-03T00:40:34Z

projects/rocprofiler-sdk/source/lib/output/generateCSV.cpp

                record.correlation_id.internal,
                record.start_timestamp,
                record.end_timestamp,
+                (record.end_timestamp - record.start_timestamp),


Would it be possible to add a test case for this?

I’ve added a new integration test under tests/rocprofv3/kernel-duration-ns:

rocprofv3-test-kernel-duration-ns-execute

runs rocprofv3 --kernel-trace -f csv on simple-transpose

generates out_kernel_trace.csv

rocprofv3-test-kernel-duration-ns-validation

runs validate.py --csv-input <.../out_kernel_trace.csv>

checks that the CSV header contains Start_Timestamp, End_Timestamp, and Duration_NS

verifies that Duration_NS == End_Timestamp - Start_Timestamp for multiple rows

Both tests pass locally:
ctest -R "kernel-duration-ns" -V

Fixes: SWDEV-561821 This change adds the missing Duration_ns field to kernel trace CSV output, addressing a regression from rocprof to rocprofv3. Problem: rocprofv3 --kernel-trace only provides timestamps for each kernel invocation, unlike the CSV output from rocprof --stats which contained durations. This is critical for applications like HemeLB where the same hotspot kernel is called twice per iteration with different durations. Solution: Added Duration_ns field (calculated as end - start) to all trace CSV outputs. Changes: 1. Python (rocpd/csv.py): - Added (end - start) AS Duration_ns to 6 trace functions: * write_kernel_csv * write_memory_copy_csv * write_memory_allocation_csv * write_counters_csv * write_scratch_memory_csv * write_region_csv - Ensured the column name uses the consistent "Duration_NS" spelling. 2. C++ (generateCSV.cpp): - Added \"Duration_ns\" to CSV header - Added (record.end_timestamp - record.start_timestamp) as the value for the Duration_NS column in kernel trace rows. 3. C++ (csv.hpp): - Updated kernel_trace_with_stream_csv_encoder from csv_encoder<22> to csv_encoder<23> to account for the new Duration_NS column. 4. Tests (rocprofv3 integration): - Added a new test under tests/rocprofv3/kernel-duration-ns: * rocprofv3-test-kernel-duration-ns-execute - Runs `rocprofv3 --kernel-trace -f csv` on the simple-transpose test application to generate out_kernel_trace.csv. * rocprofv3-test-kernel-duration-ns-validation - Runs validate.py with --csv-input=<out_kernel_trace.csv> and: - Asserts that Start_Timestamp, End_Timestamp, and Duration_NS columns exist in the header. - Verifies that Duration_NS == End_Timestamp - Start_Timestamp for multiple rows. Testing: - Environment: MI300X, ROCm 6.4.1, Docker container - Test application: HPCTrainingExamples/daxpy_5 - Verified Duration_ns field appears in column 12 - Verified Duration_ns = End_Timestamp - Start_Timestamp - Sample values: 80360 ns, 63895 ns, 54680 ns - New tests: * ctest -R "kernel-duration-ns" -V - rocprofv3-test-kernel-duration-ns-execute - rocprofv3-test-kernel-duration-ns-validation * Both tests pass locally. Impact: - Restores functionality from legacy rocprof tool - Enables efficient per-invocation kernel duration analysis - No breaking changes to existing CSV format - Backward compatible

…ns (#1841)" (#1951) This reverts commit 65b69bf.

Sushma1203 · 2026-01-05T21:28:34Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/conftest.py

+@pytest.fixture
+def csv_path(request) -> Path:
+    """Return the path to the kernel trace CSV file passed via --csv-input."""
+    filename = request.config.getoption("--csv-input")
+    if not filename:
+        raise RuntimeError("--csv-input option is required for this test")
+    path = Path(filename)
+    if not path.is_file():
+        raise FileNotFoundError(f"{path} does not exist")
+    return path
+
+
+@pytest.fixture
+def csv_rows(csv_path: Path):
+    """Yield all rows from the kernel trace CSV as a list of dicts."""
+    rows = []
+    with csv_path.open("r", newline="") as inp:
+        reader = csv.DictReader(inp)
+        for row in reader:
+            rows.append(row)
+    if not rows:
+        raise RuntimeError(f"No data rows found in {csv_path}")
+    return rows


Can we move the validation of data to validate.py file instead of validating it here?
Also it might be better to have a single fixture in conftest.py "csv_data" and follow the existing format present in other tests. Please refer this

Done. Validation logic moved to validate.py and conftest.py now has single csv_data fixture following existing format. All tests passing.

Sushma1203 · 2026-01-05T21:45:24Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+#!/usr/bin/env python3
+
+import argparse
+import csv
+from pathlib import Path
+
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--csv-input",
+        type=Path,
+        required=True,
+        help="Path to the generated kernel_trace CSV",
+    )
+    return parser.parse_args()
+
+
+def main():
+    args = parse_args()
+    csv_path: Path = args.csv_input
+
+    if not csv_path.is_file():
+        raise FileNotFoundError(f"CSV file not found: {csv_path}")
+
+    with csv_path.open("r", newline="") as f:
+        reader = csv.reader(f)
+        header = next(reader, None)
+        if header is None:
+            raise RuntimeError("CSV has no header row")
+
+        # Build a mapping from column name to index
+        col_idx = {name: i for i, name in enumerate(header)}
+
+        required_cols = ["Start_Timestamp", "End_Timestamp", "Duration_NS"]
+        missing = [c for c in required_cols if c not in col_idx]
+        if missing:
+            raise RuntimeError(f"Missing required columns: {missing}")
+
+        s_idx = col_idx["Start_Timestamp"]
+        e_idx = col_idx["End_Timestamp"]
+        d_idx = col_idx["Duration_NS"]
+
+        # Only check the first few rows to avoid processing very large files
+        checked_rows = 0
+        for row in reader:
+            if not row:
+                continue
+
+            start = int(row[s_idx])
+            end = int(row[e_idx])
+            duration = int(row[d_idx])
+            calc = end - start
+
+            if duration != calc:
+                raise RuntimeError(
+                    f"Duration_NS mismatch: got {duration}, expected {calc} "
+                    f"(start={start}, end={end})"
+                )
+
+            checked_rows += 1
+            if checked_rows >= 5:
+                break
+
+        if checked_rows == 0:
+            raise RuntimeError("No data rows found to validate Duration_NS")
+
+    print(f"[OK] Validated Duration_NS for {checked_rows} row(s) in {csv_path}")
+
+
+if __name__ == "__main__":
+    main()


Please refer to this format and update accordingly.

[ROCm/rccl commit: 65b69bf]

…ns (#1841)" (#1951) This reverts commit 3169352. [ROCm/rccl commit: 342ec08]

…edback - Consolidate to single csv_data fixture in conftest.py - Move validation logic to validate.py - Replace print statements with logging - Maintain Duration_NS validation (Duration_NS = End_Timestamp - Start_Timestamp)

Sushma1203 · 2026-02-16T21:26:59Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+        if duration != calc:
+            raise RuntimeError(
+                f"Row {i}: Duration_NS mismatch: got {duration}, expected {calc} "
+                f"(start={start}, end={end})"
+            )


@ihhethan can you also add a check to verify whether the start and end timestamps are > 0 and replace this with an assert instead of logging?

jrmadsen · 2026-02-24T18:58:26Z

projects/rocprofiler-sdk/source/lib/output/generateCSV.cpp

+        tool::csv::kernel_trace_with_stream_csv_encoder{},
+        {"Kind",           "Agent_Id",         "Queue_Id",         "Stream_Id",
+         "Thread_Id",      "Dispatch_Id",      "Kernel_Id",        "Kernel_Name",
+         "Correlation_Id", "Start_Timestamp",  "End_Timestamp",    "Duration_NS",


We are not updating direct writing of CSV anymore. Please remove.

jrmadsen · 2026-02-24T18:59:29Z

projects/rocprofiler-sdk/source/lib/python/rocpd/csv.py

@@ -235,6 +236,7 @@ def write_kernel_csv(importData, config) -> None:
        "stack_id AS Correlation_Id",
        "start AS Start_Timestamp",
        "end AS End_Timestamp",
+        "(end - start) AS Duration_NS",


Suggested change

"(end - start) AS Duration_NS",

"(end - start) AS Duration",

Neither Start_Timestamp nor End_Timestamp have _NS suffixes even though they are also in nanoseconds. Be consistent.

jrmadsen · 2026-02-24T19:00:04Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/CMakeLists.txt

+    NAME rocprofv3-test-kernel-duration-ns-execute
+    COMMAND
+        $<TARGET_FILE:rocprofiler-sdk::rocprofv3> -d
+        ${CMAKE_CURRENT_BINARY_DIR}/kernel-duration-ns -o out --output-format csv


Replace this test with one that generates JSON and rocpd output. We are not updating the legacy direct CSV output

jrmadsen · 2026-02-24T19:00:48Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/CMakeLists.txt

+add_test(
+    NAME rocprofv3-test-kernel-duration-ns-validation
+    COMMAND ${Python3_EXECUTABLE} ${CMAKE_CURRENT_BINARY_DIR}/validate.py --csv-input
+            ${CMAKE_CURRENT_BINARY_DIR}/kernel-duration-ns/out_kernel_trace.csv)
+
+set_tests_properties(
+    rocprofv3-test-kernel-duration-ns-validation
+    PROPERTIES TIMEOUT
+               120
+               LABELS
+               "integration-tests;kernel-duration-ns"
+               ENVIRONMENT
+               "${rocprofv3-env}"
+               DEPENDS
+               "rocprofv3-test-kernel-duration-ns-execute"
+               FAIL_REGULAR_EXPRESSION
+               "${ROCPROFILER_DEFAULT_FAIL_REGEX}"
+               FIXTURES_REQUIRED
+               rocprofv3-test-kernel-duration-ns-run)


Use rocpd to convert to CSV and then compare with JSON output.

projects/rocprofiler-sdk/tests/rocprofv3/kernel-trace-duration/validate.py

## Summary Added 'Duration' field to kernel trace CSV output from rocpd to address regression from legacy rocprof to rocprofv3. The Duration column provides the kernel execution time in nanoseconds, calculated as (End_Timestamp - Start_Timestamp). ## Changes - source/lib/output/csv.hpp: Added duration field to kernel dispatch CSV schema - source/lib/output/generateCSV.cpp: Implemented duration calculation and output - source/lib/python/rocpd/csv.py: Added Duration column to Python CSV generator - tests/rocprofv3/kernel-duration-ns/*: Added comprehensive test suite ## Testing - Verified Duration column exists in CSV output - Validated Duration = End_Timestamp - Start_Timestamp - Confirmed backward compatibility with existing CSV fields - All integration tests passing ## Addresses - SWDEV-561822: Request to add durations in --kernel-trace output - Restores functionality from legacy rocprof --stats output

- Generate JSON and rocpd output from same execution using ROCPROF_OUTPUT_FORMAT - Convert rocpd database to CSV and validate Duration column - Compare CSV Duration with JSON-derived duration (zero tolerance) - Verify Duration = End_Timestamp - Start_Timestamp Test validates: - Duration column exists in CSV output - Duration values exactly match between JSON and CSV - Timestamps are identical (same execution source) - Internal consistency of Duration calculation Addresses: SWDEV-561822

jrmadsen · 2026-03-04T21:22:28Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+def run_rocpd_convert(db_path, out_dir):
+    """Convert rocpd database to CSV format."""
+    os.makedirs(out_dir, exist_ok=True)
+    cmd = [sys.executable, "-m", "rocpd", "convert", "-i", db_path, "--output-format", "csv", "-d", out_dir]
+    res = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
+    assert res.returncode == 0, f"rocpd convert failed\ncmd={' '.join(cmd)}\nstdout={res.stdout}\nstderr={res.stderr}"


rocpd has a Python interface. Why would you run the command line in a subprocess when you can just call the API?

jrmadsen · 2026-03-04T21:23:19Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+def find_kernel_trace_csv(out_dir):
+    """Locate kernel_trace CSV file in output directory."""
+    for fn in os.listdir(out_dir):
+        if fn.endswith("kernel_trace.csv"):
+            return os.path.join(out_dir, fn)
+    assert False, f"kernel trace CSV not found in {out_dir}"


If you use the Python interface, you control where the file is written. The above approach is very error-prone.

jrmadsen · 2026-03-04T21:25:43Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+def load_csv_rows(path):
+    """Load CSV file and return rows as list of dicts."""
+    assert os.path.isfile(path), f"missing CSV: {path}"
+    with open(path, newline="") as f:
+        reader = csv.DictReader(f)
+        rows = list(reader)
+    assert len(rows) > 0, f"empty CSV: {path}"
+    return rows


Do you even need to write the CSV? I'd check with @yhuiYH ... you might just be able to call the CSV submodule and get the query that produces the data written to the CSV.

Unfortunately, CSV needs to be refactored to return the query. As it is now, it will always write out a CSV file, you can't just get the query returned yet.

You could probably just update the new field to be checked in the tests.integration.validate.rocprofv3-test-rocpd.test_csv_data test : https://github.com/ROCm/rocm-systems/blob/develop/projects/rocprofiler-sdk/tests/rocprofv3/rocpd/CMakeLists.txt#L220

But I guess this test_csv_data() is called by both the rocpd-csv & generateCSV.cpp (legacy code) so it'll fail since the C++ code isn't going to add this duration field.
https://github.com/ROCm/rocm-systems/blob/develop/projects/rocprofiler-sdk/tests/pytest-packages/tests/rocprofv3.py#L356

jrmadsen · 2026-03-04T21:26:34Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/validate.py

+        assert end >= start, f"end before start: start={start} end={end}"
+
+        duration = end - start
+        m[str(dispatch_id)] = (start, end, duration)


Why str(dispatch_id)?

…d of CLI

Add Duration column computed as (end - start) in get_kernel_csv_query(). Add kernel-duration-ns integration test validating Duration against JSON output using rocpd Python API. Validation ensures: - Duration == End_Timestamp - Start_Timestamp - rocpd DB values match JSON kernel records for the same execution.

yhuiYH

Please fix all failing linting tests
Please change PR title to start with [rocprofiler-sdk]
Please update title of PR to be relevant to current change (drop the _ns)

yhuiYH · 2026-03-19T00:39:47Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-trace-duration/CMakeLists.txt

+        -- $<TARGET_FILE:simple-transpose>)
+
+set_tests_properties(
+    rocprofv3-test-kernel-trace-duration-generate


I would prefer the test folder match the test name. Please change your folder from kernel-duration-ns to kernel-trace-duration

yhuiYH · 2026-03-19T00:42:01Z

projects/rocprofiler-sdk/tests/rocprofv3/CMakeLists.txt

@@ -48,8 +48,8 @@ add_subdirectory(conversion-script)
 add_subdirectory(python-bindings)
 add_subdirectory(rocpd)
 add_subdirectory(rocpd-kernel-rename)
+add_subdirectory(kernel-duration-ns)


Suggested change

add_subdirectory(kernel-duration-ns)

add_subdirectory(kernel-trace-duration)

… and fix CI formatting

ihhethan

Hi, I’ve addressed all the review comments and pushed the updates.

Would you mind taking another look when you have time? Thanks!

ihhethan · 2025-12-03T19:08:45Z

projects/rocprofiler-sdk/source/lib/output/generateCSV.cpp

                record.correlation_id.internal,
                record.start_timestamp,
                record.end_timestamp,
+                (record.end_timestamp - record.start_timestamp),


I’ve added a new integration test under tests/rocprofv3/kernel-duration-ns:

rocprofv3-test-kernel-duration-ns-execute

runs rocprofv3 --kernel-trace -f csv on simple-transpose

generates out_kernel_trace.csv

rocprofv3-test-kernel-duration-ns-validation

runs validate.py --csv-input <.../out_kernel_trace.csv>

checks that the CSV header contains Start_Timestamp, End_Timestamp, and Duration_NS

verifies that Duration_NS == End_Timestamp - Start_Timestamp for multiple rows

Both tests pass locally:
ctest -R "kernel-duration-ns" -V

ihhethan · 2026-02-04T01:16:40Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-duration-ns/conftest.py

+@pytest.fixture
+def csv_path(request) -> Path:
+    """Return the path to the kernel trace CSV file passed via --csv-input."""
+    filename = request.config.getoption("--csv-input")
+    if not filename:
+        raise RuntimeError("--csv-input option is required for this test")
+    path = Path(filename)
+    if not path.is_file():
+        raise FileNotFoundError(f"{path} does not exist")
+    return path
+
+
+@pytest.fixture
+def csv_rows(csv_path: Path):
+    """Yield all rows from the kernel trace CSV as a list of dicts."""
+    rows = []
+    with csv_path.open("r", newline="") as inp:
+        reader = csv.DictReader(inp)
+        for row in reader:
+            rows.append(row)
+    if not rows:
+        raise RuntimeError(f"No data rows found in {csv_path}")
+    return rows


Done. Validation logic moved to validate.py and conftest.py now has single csv_data fixture following existing format. All tests passing.

yhuiYH · 2026-03-20T20:03:44Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-trace-duration/validate.py

Why do you pass in repeated strings into _get_first_present()? Seems a bit silly and error prone.

yhuiYH · 2026-03-20T20:05:08Z

projects/rocprofiler-sdk/tests/rocprofv3/kernel-trace-duration/validate.py

Can't you just do a key.lower() to avoid passing in both strings?
I suggest you optimize this a bit.

github-actions bot added the project: rocprofiler-sdk label Nov 13, 2025

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ihhethan force-pushed the user/ihhethan/SWDEV-561821 branch from 2bdee6e to d71a5e2 Compare November 13, 2025 20:40

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jamessiddeley-amd pushed a commit that referenced this pull request Dec 11, 2025

changes for hugepages backed host buffer for larger allocations (#1841)

65b69bf

jamessiddeley-amd pushed a commit that referenced this pull request Dec 11, 2025

Revert "changes for hugepages backed host buffer for larger allocatio…

342ec08

…ns (#1841)" (#1951) This reverts commit 65b69bf.

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ammallya pushed a commit that referenced this pull request Jan 22, 2026

changes for hugepages backed host buffer for larger allocations (#1841)

3169352

[ROCm/rccl commit: 65b69bf]

ammallya pushed a commit that referenced this pull request Jan 22, 2026

Revert "changes for hugepages backed host buffer for larger allocatio…

6ade586

…ns (#1841)" (#1951) This reverts commit 3169352. [ROCm/rccl commit: 342ec08]

ihhethan requested review from a team as code owners February 4, 2026 01:14

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ihhethan and others added 3 commits February 24, 2026 13:09

Merge branch 'develop' into user/ihhethan/SWDEV-561821

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Merge branch 'develop' into user/ihhethan/SWDEV-561821

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Merge branch 'develop' into user/ihhethan/SWDEV-561821

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tests: update kernel-duration validate to use rocpd Python API instea…

5ba26a8

…d of CLI

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ihhethan changed the title ~~Add Duration_ns field to kernel trace CSV output~~ [rocprofiler-sdk] Add Duration_ns field to kernel trace CSV output Mar 19, 2026

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SWDEV-561821: rename kernel-duration-ns test to kernel-trace-duration…

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… and fix CI formatting

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	add_subdirectory(kernel-duration-ns)
	add_subdirectory(kernel-trace-duration)

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ihhethan commented Nov 13, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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ihhethan commented Nov 13, 2025 •

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