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Dynamically resolve Intel NPU (#23761)
* Add support for newer Intel NPU busy time counter * Resolve Intel NPU device dynamically --------- Co-authored-by: Filious Louis <1417132+fjlouis@users.noreply.github.com>
This commit is contained in:
co-authored by
Filious Louis
parent
0f636a17f3
commit
c4f3fbff69
@@ -1,7 +1,12 @@
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import unittest
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from io import StringIO
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from unittest.mock import MagicMock, patch
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from frigate.util.services import get_amd_gpu_stats, get_intel_gpu_stats
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from frigate.util.services import (
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get_amd_gpu_stats,
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get_intel_gpu_stats,
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get_openvino_npu_stats,
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)
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class TestGpuStats(unittest.TestCase):
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@@ -17,6 +22,88 @@ class TestGpuStats(unittest.TestCase):
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amd_stats = get_amd_gpu_stats()
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assert amd_stats == {"gpu": "4.17%", "mem": "60.37%"}
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@patch("frigate.util.services.time.sleep")
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@patch("frigate.util.services.time.time", side_effect=[0.0, 1.0])
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@patch(
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"frigate.util.services.os.readlink",
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return_value="/sys/bus/pci/drivers/intel_vpu",
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)
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@patch(
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"frigate.util.services.glob.glob",
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return_value=["/sys/class/accel/accel0"],
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)
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@patch(
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"builtins.open",
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side_effect=[StringIO("1000"), StringIO("1250")],
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)
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def test_openvino_npu_stats_discovers_accel0(
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self, open_file, glob, readlink, time, sleep
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):
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assert get_openvino_npu_stats() == {"npu": "25.0", "mem": "-%"}
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open_file.assert_any_call(
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"/sys/class/accel/accel0/device/power/runtime_active_time"
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)
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@patch("frigate.util.services.time.sleep")
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@patch("frigate.util.services.time.time", side_effect=[0.0, 1.0])
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@patch(
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"frigate.util.services.os.readlink",
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side_effect=[
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"/sys/bus/pci/drivers/other",
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"/sys/bus/pci/drivers/intel_vpu",
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],
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)
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@patch(
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"frigate.util.services.glob.glob",
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return_value=[
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"/sys/class/accel/accel0",
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"/sys/class/accel/accel1",
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],
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)
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@patch(
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"builtins.open",
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side_effect=[StringIO("1000"), StringIO("1250")],
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)
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def test_openvino_npu_stats_skips_non_intel_accelerator(
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self, open_file, glob, readlink, time, sleep
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):
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assert get_openvino_npu_stats() == {"npu": "25.0", "mem": "-%"}
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open_file.assert_any_call(
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"/sys/class/accel/accel1/device/power/runtime_active_time"
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)
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@patch(
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"frigate.util.services.os.readlink",
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return_value="/sys/bus/pci/drivers/other",
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)
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@patch(
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"frigate.util.services.glob.glob",
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return_value=["/sys/class/accel/accel0"],
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)
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@patch("builtins.open")
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def test_openvino_npu_stats_no_intel_accelerator(self, open_file, glob, readlink):
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assert get_openvino_npu_stats() is None
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open_file.assert_not_called()
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@patch(
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"frigate.util.services.os.readlink",
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return_value="/sys/bus/pci/drivers/intel_vpu",
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)
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@patch(
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"frigate.util.services.glob.glob",
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return_value=["/sys/class/accel/accel0"],
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)
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@patch("builtins.open", side_effect=FileNotFoundError)
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def test_openvino_npu_stats_runtime_counter_unavailable(
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self, open_file, glob, readlink
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):
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assert get_openvino_npu_stats() is None
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open_file.assert_called_once_with(
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"/sys/class/accel/accel0/device/power/runtime_active_time"
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)
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@patch("frigate.stats.intel_gpu_info.intel_gpu_name_resolver.get_names")
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@patch("frigate.util.services.time.sleep")
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@patch("frigate.util.services.time.monotonic")
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@@ -1,6 +1,7 @@
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"""Utilities for services."""
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import asyncio
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import glob
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import json
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import logging
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import os
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@@ -670,19 +671,33 @@ def get_intel_gpu_stats(
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def get_openvino_npu_stats() -> dict[str, str] | None:
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"""Get NPU stats using openvino."""
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NPU_RUNTIME_PATH = "/sys/devices/pci0000:00/0000:00:0b.0/power/runtime_active_time"
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for accel_path in sorted(glob.glob("/sys/class/accel/accel*")):
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try:
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driver = os.path.basename(os.readlink(f"{accel_path}/device/driver"))
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except OSError:
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continue
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if driver != "intel_vpu":
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continue
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try:
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runtime_path = f"{accel_path}/device/power/runtime_active_time"
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with open(runtime_path) as f:
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initial_runtime = float(f.read().strip())
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break
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except (FileNotFoundError, PermissionError, ValueError):
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continue
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else:
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return None
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try:
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with open(NPU_RUNTIME_PATH) as f:
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initial_runtime = float(f.read().strip())
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initial_time = time.time()
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# Sleep for 1 second to get an accurate reading
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time.sleep(1.0)
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# Read runtime value again
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with open(NPU_RUNTIME_PATH) as f:
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with open(runtime_path) as f:
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current_runtime = float(f.read().strip())
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current_time = time.time()
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