Eduard Zingerman says:
====================
bpf: replace min/max fields with struct cnum{32,64}
This RFC replaces s64, u64, s32, u32 scalar range domains tracked by
verifier by a pair of circular numbers (cnums): one for 64-bit domain
and another for 32-bit domain. Each cnum represents a range as a
single arc on the circular number line, from which signed and unsigned
bounds are derived on demand. See also wrapped intervals
representation as in [1].
The use of such representation simplifies arithmetic and conditions
handling in verifier.c and allows to express 32 <-> 64 bit deductions
in a more mathematically rigorous way.
[1] https://jorgenavas.github.io/papers/ACM-TOPLAS-wrapped.pdf
Changelog
=========
v2 -> v1:
- Fixes in source code comments highlighted by bot+bpf-ci.
RFCv1 -> v2:
- Dropped RFC tag.
- Dropped cnum{32,64}_mul(), too much complexity and no veristat
or selftests gains.
- cnum32_from_cnum64() normalizes to CNUM32_EMPTY when input
cnum64.size >= U32_MAX, previously only checked for > U32_MAX
(bot+bpf-ci).
- cnum32_from_cnum64() and cnum64_cnum32_intersect() now check for
empty inputs (sashiko).
- In regs_refine_cond_op() case BPF_JSLT use cnum{32,64}_from_srange
constructors instead of unsigned variants (sashiko).
- cnum{32,64}_intersect_with{,_urange,_srange}() helpers added
(Alexei)
[RFCv1] https://lore.kernel.org/bpf/
0c47b0b7ea476647746806c46fded4353be885f7.camel@gmail.com/T/
[v2] https://lore.kernel.org/bpf/
c4fb60bafd526ae2d92b86e2250255aef0ba5ee1.camel@gmail.com/T/
Patch set layout
================
Patch #1 introduces the cnum (circular number) data type and basic
operations: intersection, addition, multiplication, negation, 32-to-64
and 64-to-32 projections.
CBMC based proofs for these operations are available at [2].
(The proofs lag behind the current patch set and need an update if
this RFC moves further. Although, I don't expect any significant
changes).
[2] https://github.com/eddyz87/cnum-verif
Patch #2 mechanically converts all direct accesses to bpf_reg_state's
min/max fields to use accessor functions, preparing for the field
replacement.
Patch #3 replaces the eight independent min/max fields in
bpf_reg_state with two cnum fields. The signed and unsigned bounds are
derived on demand from the cnum via the accessor functions.
This eliminates the separate signed<->unsigned cross-deduction logic,
simplifies reg_bounds_sync(), regs_refine_cond_op() and some
arithmetic operations.
Patch #4 adds selftest cases for improved 32->64 range refinements
enabled by cnum64_cnum32_intersect().
Precision trade-offs
====================
A cnum represents a contiguous arc on the circular number line.
Current master tracks four independent ranges (s64, u64, s32, u32)
whose intersection could implicitly represent value sets that are
two disjoint arcs on the circle - something a single cnum cannot.
Cnums lose precision when a cross-domain conditional comparison
(e.g., unsigned comparison on a register with a signed-derived range)
produces an intersection that would be two disjoint arcs.
The cnum must over-approximate by returning one of the input arcs.
E.g. a pair of ranges u64:[1,U64_MAX] s:[-1,1] represents a set of two
values: {-1,1}, this can only be approximated as a set of three values
by cnum: {-1,0,1}.
Cnums gain precision in arithmetic: when addition, subtraction or
multiplication causes register value to cross both signed and unsigned
min/max boundaries. Current master resets the register as unbound in
such cases, while cnums preserve the exact wrapping arc.
In practice precision loss turned out to matter only for a set of
specifically crafted selftests from reg_bounds.c (see patch #3 for
more details). On the other hand, precision gains are observable for a
set real-life programs.
Verification performance measurements
=====================================
Tested on 6683 programs across four corpora: Cilium (134 programs),
selftests (4635), sched_ext (376), and Meta internal BPF corpus
(1540). Program verification verdicts are identical across all four
program sets - no program changes between success and failure.
Instruction count comparison (cnum vs signed/unsigned pair):
- 83 programs improve, 44 regress, 6596 unchanged
- Total saved: ~290K insns, total added: 10K insns
- Largest improvements:
-26% insns in a internal network firewall program;
-47% insns in rusty/wd40 sched_ext schedulers.
- Largest regression: +24% insns in one Cilium program (5062 insns
added).
Raw performance data is at the bottom of the email.
Raw verification performance metrics
====================================
Filtered out by -f insns_pct>5 -f !insns<10000
========= selftests: master vs cnums-everywhere-v2 =========
File Program Insns (A) Insns (B) Insns (DIFF)
---- ------- --------- --------- ------------
Total progs: 4665
total_insns diff min: -15.71%
total_insns diff max: 45.45%
-20 .. -10 %: 3
-5 .. 0 %: 6
0 .. 5 %: 4654
45 .. 50 %: 2
========= scx: master vs cnums-everywhere-v2 =========
File Program Insns (A) Insns (B) Insns (DIFF)
--------------- -------------- --------- --------- ----------------
scx_rusty.bpf.o rusty_enqueue 39842 22053 -17789 (-44.65%)
scx_rusty.bpf.o rusty_stopping 37738 19949 -17789 (-47.14%)
scx_wd40.bpf.o wd40_stopping 37729 19880 -17849 (-47.31%)
Total progs: 376
total_insns diff min: -47.31%
total_insns diff max: 19.61%
-50 .. -40 %: 3
-5 .. 0 %: 5
0 .. 5 %: 366
5 .. 15 %: 1
15 .. 20 %: 1
========= meta: master vs cnums-everywhere-v2 =========
File Program Insns (A) Insns (B) Insns (DIFF)
--------------------------------- ---------- --------- --------- ----------------
<meta-internal-firewall-program> ...egress 222327 164648 -57679 (-25.94%)
<meta-internal-firewall-program> ..._tc_eg 222839 164772 -58067 (-26.06%)
<meta-internal-firewall-program> ...egress 222327 164648 -57679 (-25.94%)
<meta-internal-firewall-program> ..._tc_eg 222839 164772 -58067 (-26.06%)
Total progs: 1540
total_insns diff min: -26.06%
total_insns diff max: 6.69%
-30 .. -20 %: 4
-15 .. -5 %: 6
-5 .. 0 %: 36
0 .. 5 %: 1493
5 .. 10 %: 1
========= cilium: master vs cnums-everywhere-v2 =========
File Program Insns (A) Insns (B) Insns (DIFF)
---------- ------------------------------- --------- --------- ---------------
bpf_host.o tail_handle_ipv4_cont_from_host 20962 26024 +5062 (+24.15%)
bpf_host.o tail_handle_ipv6_cont_from_host 17036 18672 +1636 (+9.60%)
Total progs: 134
total_insns diff min: -3.32%
total_insns diff max: 24.15%
-5 .. 0 %: 12
0 .. 5 %: 120
5 .. 15 %: 1
20 .. 25 %: 1
---
====================
Link: https://patch.msgid.link/20260424-cnums-everywhere-rfc-v1-v3-0-ca434b39a486@gmail.com
Signed-off-by: Alexei Starovoitov <ast@kernel.org>