Hi,
This patch series is a continuation of the talk Saravana gave at LPC 2022
titled "CPUfreq/sched and VM guest workload problems" [1][2][3]. The gist
of the talk is that workloads running in a guest VM get terrible task
placement and CPUfreq behavior when compared to running the same workload
in the host. Effectively, no EAS(Energy Aware Scheduling) for threads
inside VMs. This would make power and performance terrible just by running
the workload in a VM even if we assume there is zero virtualization
overhead.
With this series, a workload running in a VM gets the same task placement
and CPUfreq behavior as it would when running in the host.
The idea is to improve VM CPUfreq/sched behavior by:
- Having guest kernel do accurate load tracking by taking host CPU
arch/type and frequency into account.
- Sharing vCPU frequency requirements with the host so that the
host can do proper frequency scaling and task placement on the host side.
Based on feedback from RFC V1 proposal[4], we've revised our
implementation to using MMIO reads and writes to pass information
from/to host instead of using hypercalls. In our example, the
VMM(Virtual Machine Manager) translates the frequency requests into
Uclamp_min and applies it to the vCPU thread as a hint to the host
kernel.
To achieve the results below, configure the host to:
- Affine vCPUs to specific clusters.
- Set vCPU capacity to match the host CPU they are running on.
To make it easy for folks to try this out with CrosVM, we have put up
userspace patches[5][6]. With those patches, you can configure CrosVM
correctly by adding the options "--host-cpu-topology" and "--virt-cpufreq".
Results:
========
Here are some side-by-side comparisons of RFC V1 proposal vs the current
RFC V3 proposal and are labelled as follows. Some of the numbers have
changed due to using newer userspace binaries compared to RFC V1:
- (RFC V1) UtilHyp = hypercall + util_guest
- (V3) UClampMMIO = MMIO + UClamp_min
Use cases running a minimal system inside a VM on a Pixel 6:
============================================================
FIO
Higher is better
+-------------------+----------+---------+--------+------------+--------+
| Usecase(avg MB/s) | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+-------------------+----------+---------+--------+------------+--------+
| Seq Write | 13.3 | 16.4 | +23% | 13.4 | +1% |
+-------------------+----------+---------+--------+------------+--------+
| Rand Write | 11.2 | 12.9 | +15% | 11.2 | 0% |
+-------------------+----------+---------+--------+------------+--------+
| Seq Read | 100 | 168 | +68% | 136 | +36% |
+-------------------+----------+---------+--------+------------+--------+
| Rand Read | 20.5 | 35.6 | +74% | 29.5 | +44% |
+-------------------+----------+---------+--------+------------+--------+
CPU-based ML Inference Benchmark
Lower is better
+----------------+----------+------------+--------+------------+--------+
| Test Case (ms) | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+----------------+----------+------------+--------+------------+--------+
| Cached Sample | | | | | |
| Inference | 3.40 | 2.37 | -30% | 2.97 | -13% |
+----------------+----------+------------+--------+------------+--------+
| Small Sample | | | | | |
| Inference | 9.87 | 6.78 | -31% | 7.92 | -20% |
+----------------+----------+------------+--------+------------+--------+
| Large Sample | | | | | |
| Inference | 33.35 | 26.74 | -20% | 31.48 | -6% |
+----------------+----------+------------+--------+------------+--------+
Use cases running Android inside a VM on a Chromebook:
======================================================
PCMark (Emulates real world usecases)
Higher is better
+-------------------+----------+---------+--------+------------+--------+
| Test Case (score) | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+-------------------+----------+---------+--------+------------+--------+
| Weighted Total | 5970 | 7162 | +20% | 6782 | +14% |
+-------------------+----------+---------+--------+------------+--------+
| Web Browsing | 5558 | 5877 | +6% | 5729 | +3% |
+-------------------+----------+---------+--------+------------+--------+
| Video Editing | 4921 | 5140 | +4% | 5079 | +3% |
+-------------------+----------+---------+--------+------------+--------+
| Writing | 6864 | 9111 | +33% | 8171 | +10% |
+-------------------+----------+---------+--------+------------+--------+
| Photo Editing | 7983 | 11349 | +42% | 10313 | +29% |
+-------------------+----------+---------+--------+------------+--------+
| Data Manipulation | 5814 | 6051 | +4% | 6051 | +1% |
+-------------------+----------+---------+--------+------------+--------+
PCMark Performance/mAh
Higher is better
+-------------------+----------+---------+--------+------------+--------+
| | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+-------------------+----------+---------+--------+------------+--------+
| Score/mAh | 85 | 102 | +20% | 94 | 10% |
+-------------------+----------+---------+--------+------------+--------+
Roblox
Higher is better
+-------------------+----------+---------+--------+------------+--------+
| | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+-------------------+----------+---------+--------+------------+--------+
| FPS | 20.88 | 25.64 | +23% | 24.05 | +15% |
+-------------------+----------+---------+--------+------------+--------+
Roblox Frames/mAh
Higher is better
+-------------------+----------+---------+--------+------------+--------+
| | Baseline | UtilHyp | %delta | UClampMMIO | %delta |
+-------------------+----------+---------+--------+------------+--------+
| Frames/mAh | 85.29 | 102.31 | +20% | 94.20 | 10% |
+-------------------+----------+---------+--------+------------+--------+
We've simplified our implementation based on community feedback to make
it less intrusive and to use a more generic MMIO interface for
communication with the host. The results show that the current design
still has tangible improvements over baseline. We'll continue looking
into ways to reduce the overhead of the MMIO read/writes and submit
separate and generic patches for that if we find any good optimizations.
Thanks,
David & Saravana
Cc: Saravana Kannan <[email protected]>
Cc: Quentin Perret <[email protected]>
Cc: Masami Hiramatsu <[email protected]>
Cc: Will Deacon <[email protected]>
Cc: Peter Zijlstra <[email protected]>
Cc: Vincent Guittot <[email protected]>
Cc: Marc Zyngier <[email protected]>
Cc: Oliver Upton <[email protected]>
Cc: Dietmar Eggemann <[email protected]>
Cc: Pavan Kondeti <[email protected]>
Cc: Gupta Pankaj <[email protected]>
Cc: Mel Gorman <[email protected]>
v2 -> v3:
- Dropped patches adding new hypercalls
- Dropped patch adding util_guest in sched/fair
- Cpufreq driver now populates frequency using opp bindings
- Removed transition_delay_us=1 cpufreq setting as it was configured too
agressively and resulted in poor I/O performance
- Modified guest cpufreq driver to read/write MMIO regions instead of
using hypercalls to communicate with the host
- Modified guest cpufreq driver to pass frequency info instead of
utilization of the current vCPU's runqueue which now takes
iowait_boost into account from the schedutil governor
- Updated DT bindings for a virtual CPU frequency device
Userspace changes:
- Updated CrosVM patches to emulate a virtual cpufreq device
- Updated to newer userspace binaries when collecting more recent
benchmark data
v1 -> v2:
- No functional changes.
- Added description for EAS and removed DVFS in coverletter.
- Added a v2 tag to the subject.
- Fixed up the inconsistent "units" between tables.
- Made sure everyone is To/Cc-ed for all the patches in the series.
[1] - https://lpc.events/event/16/contributions/1195/
[2] - https://lpc.events/event/16/contributions/1195/attachments/970/1893/LPC%202022%20-%20VM%20DVFS.pdf
[3] - https://www.youtube.com/watch?v=hIg_5bg6opU
[4] - https://lore.kernel.org/all/[email protected]/
[5] - https://chromium-review.googlesource.com/c/crosvm/crosvm/+/4208668
[6] - https://chromium-review.googlesource.com/c/crosvm/crosvm/+/4504738
David Dai (2):
dt-bindings: cpufreq: add bindings for virtual cpufreq
cpufreq: add virtual-cpufreq driver
.../bindings/cpufreq/cpufreq-virtual.yaml | 89 +++++++
drivers/cpufreq/Kconfig | 15 ++
drivers/cpufreq/Makefile | 1 +
drivers/cpufreq/virtual-cpufreq.c | 237 ++++++++++++++++++
include/linux/arch_topology.h | 1 +
5 files changed, 343 insertions(+)
create mode 100644 Documentation/devicetree/bindings/cpufreq/cpufreq-virtual.yaml
create mode 100644 drivers/cpufreq/virtual-cpufreq.c
--
2.41.0.585.gd2178a4bd4-goog