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Optimize Entity::eq
#10519
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Optimize Entity::eq
#10519
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alice-i-cecile
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Entities, components, systems, and events
C-Performance
A change motivated by improving speed, memory usage or compile times
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This checks off everything I'd like:
- clear motivation
- documented reasoning
- reusable benchmark
- small but real perf improvements
- tests to validate nothing broke
Thanks!
killercup
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# Objective - Follow up on #10519, diving deeper into optimising `Entity` due to the `derive`d `PartialOrd` `partial_cmp` not being optimal with codegen: rust-lang/rust#106107 - Fixes #2346. ## Solution Given the previous PR's solution and the other existing LLVM codegen bug, there seemed to be a potential further optimisation possible with `Entity`. In exploring providing manual `PartialOrd` impl, it turned out initially that the resulting codegen was not immediately better than the derived version. However, once `Entity` was given `#[repr(align(8)]`, the codegen improved remarkably, even more once the fields in `Entity` were rearranged to correspond to a `u64` layout (Rust doesn't automatically reorder fields correctly it seems). The field order and `align(8)` additions also improved `to_bits` codegen to be a single `mov` op. In turn, this led me to replace the previous "non-shortcircuiting" impl of `PartialEq::eq` to use direct `to_bits` comparison. The result was remarkably better codegen across the board, even for hastable lookups. The current baseline codegen is as follows: https://godbolt.org/z/zTW1h8PnY Assuming the following example struct that mirrors with the existing `Entity` definition: ```rust #[derive(Clone, Copy, Eq, PartialEq, PartialOrd, Ord)] pub struct FakeU64 { high: u32, low: u32, } ``` the output for `to_bits` is as follows: ``` example::FakeU64::to_bits: shl rdi, 32 mov eax, esi or rax, rdi ret ``` Changing the struct to: ```rust #[derive(Clone, Copy, Eq)] #[repr(align(8))] pub struct FakeU64 { low: u32, high: u32, } ``` and providing manual implementations for `PartialEq`/`PartialOrd`/`Ord`, `to_bits` now optimises to: ``` example::FakeU64::to_bits: mov rax, rdi ret ``` The full codegen example for this PR is here for reference: https://godbolt.org/z/n4Mjx165a To highlight, `gt` comparison goes from ``` example::greater_than: cmp edi, edx jae .LBB3_2 xor eax, eax ret .LBB3_2: setne dl cmp esi, ecx seta al or al, dl ret ``` to ``` example::greater_than: cmp rdi, rsi seta al ret ``` As explained on Discord by @scottmcm : >The root issue here, as far as I understand it, is that LLVM's middle-end is inexplicably unwilling to merge loads if that would make them under-aligned. It leaves that entirely up to its target-specific back-end, and thus a bunch of the things that you'd expect it to do that would fix this just don't happen. ## Benchmarks Before discussing benchmarks, everything was tested on the following specs: AMD Ryzen 7950X 16C/32T CPU 64GB 5200 RAM AMD RX7900XT 20GB Gfx card Manjaro KDE on Wayland I made use of the new entity hashing benchmarks to see how this PR would improve things there. With the changes in place, I first did an implementation keeping the existing "non shortcircuit" `PartialEq` implementation in place, but with the alignment and field ordering changes, which in the benchmark is the `ord_shortcircuit` column. The `to_bits` `PartialEq` implementation is the `ord_to_bits` column. The main_ord column is the current existing baseline from `main` branch. ![Screenshot_20231114_132908](https://github.com/bevyengine/bevy/assets/3116268/cb9090c9-ff74-4cc5-abae-8e4561332261) My machine is not super set-up for benchmarking, so some results are within noise, but there's not just a clear improvement between the non-shortcircuiting implementation, but even further optimisation taking place with the `to_bits` implementation. On my machine, a fair number of the stress tests were not showing any difference (indicating other bottlenecks), but I was able to get a clear difference with `many_foxes` with a fox count of 10,000: Test with `cargo run --example many_foxes --features bevy/trace_tracy,wayland --release -- --count 10000`: ![Screenshot_20231114_144217](https://github.com/bevyengine/bevy/assets/3116268/89bdc21c-7209-43c8-85ae-efbf908bfed3) On avg, a framerate of about 28-29FPS was improved to 30-32FPS. "This trace" represents the current PR's perf, while "External trace" represents the `main` branch baseline. ## Changelog Changed: micro-optimized Entity align and field ordering as well as providing manual `PartialOrd`/`Ord` impls to help LLVM optimise further. ## Migration Guide Any `unsafe` code relying on field ordering of `Entity` or sufficiently cursed shenanigans should change to reflect the different internal representation and alignment requirements of `Entity`. Co-authored-by: james7132 <[email protected]> Co-authored-by: NathanW <[email protected]>
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(This is my first PR here, so I've probably missed some things. Please let me know what else I should do to help you as a reviewer!) # Objective Due to rust-lang/rust#117800, the `derive`'d `PartialEq::eq` on `Entity` isn't as good as it could be. Since that's used in hashtable lookup, let's improve it. ## Solution The derived `PartialEq::eq` short-circuits if the generation doesn't match. However, having a branch there is sub-optimal, especially on 64-bit systems like x64 that could just load the whole `Entity` in one load anyway. Due to complications around `poison` in LLVM and the exact details of what unsafe code is allowed to do with reference in Rust (rust-lang/unsafe-code-guidelines#346), LLVM isn't allowed to completely remove the short-circuiting. `&Entity` is marked `dereferencable(8)` so LLVM knows it's allowed to *load* all 8 bytes -- and does so -- but it has to assume that the `index` might be undef/poison if the `generation` doesn't match, and thus while it finds a way to do it without needing a branch, it has to do something slightly more complicated than optimal to combine the results. (LLVM is allowed to change non-short-circuiting code to use branches, but not the other way around.) Here's a link showing the codegen today: <https://rust.godbolt.org/z/9WzjxrY7c> ```rust #[no_mangle] pub fn demo_eq_ref(a: &Entity, b: &Entity) -> bool { a == b } ``` ends up generating the following assembly: ```asm demo_eq_ref: movq xmm0, qword ptr [rdi] movq xmm1, qword ptr [rsi] pcmpeqd xmm1, xmm0 pshufd xmm0, xmm1, 80 movmskpd eax, xmm0 cmp eax, 3 sete al ret ``` (It's usually not this bad in real uses after inlining and LTO, but it makes a strong demo.) This PR manually implements `PartialEq::eq` *without* short-circuiting, and because that tells LLVM that neither the generations nor the index can be poison, it doesn't need to be so careful and can generate the "just compare the two 64-bit values" code you'd have probably already expected: ```asm demo_eq_ref: mov rax, qword ptr [rsi] cmp qword ptr [rdi], rax sete al ret ``` Since this doesn't change the representation of `Entity`, if it's instead passed by *value*, then each `Entity` is two `u32` registers, and the old and the new code do exactly the same thing. (Other approaches, like changing `Entity` to be `[u32; 2]` or `u64`, affect this case.) This should hopefully merge easily with changes like bevyengine#9907 that also want to change `Entity`. ## Benchmarks I'm not super-confident that I got my machine fully consistent for benchmarking, but whether I run the old or the new one first I get reasonably consistent results. Here's a fairly typical example of the benchmarks I added in this PR: ![image](https://github.com/bevyengine/bevy/assets/18526288/24226308-4616-4082-b0ff-88fc06285ef1) Building the sets seems to be basically the same. It's usually reported as noise, but sometimes I see a few percent slower or faster. But lookup hits in particular -- since a hit checks that the key is equal -- consistently shows around 10% improvement. `cargo run --example many_cubes --features bevy/trace_tracy --release -- --benchmark` showed as slightly faster with this change, though if I had to bet I'd probably say it's more noise than meaningful (but at least it's not worse either): ![image](https://github.com/bevyengine/bevy/assets/18526288/58bb8c96-9c45-487f-a5ab-544bbfe9fba0) This is my first PR here -- and my first time running Tracy -- so please let me know what else I should run, or run things on your own more reliable machines to double-check. --- ## Changelog (probably not worth including) Changed: micro-optimized `Entity::eq` to help LLVM slightly. ## Migration Guide (I really hope nobody was using this on uninitialized entities where sufficiently tortured `unsafe` could could technically notice that this has changed.)
rdrpenguin04
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…gine#10558) # Objective - Follow up on bevyengine#10519, diving deeper into optimising `Entity` due to the `derive`d `PartialOrd` `partial_cmp` not being optimal with codegen: rust-lang/rust#106107 - Fixes bevyengine#2346. ## Solution Given the previous PR's solution and the other existing LLVM codegen bug, there seemed to be a potential further optimisation possible with `Entity`. In exploring providing manual `PartialOrd` impl, it turned out initially that the resulting codegen was not immediately better than the derived version. However, once `Entity` was given `#[repr(align(8)]`, the codegen improved remarkably, even more once the fields in `Entity` were rearranged to correspond to a `u64` layout (Rust doesn't automatically reorder fields correctly it seems). The field order and `align(8)` additions also improved `to_bits` codegen to be a single `mov` op. In turn, this led me to replace the previous "non-shortcircuiting" impl of `PartialEq::eq` to use direct `to_bits` comparison. The result was remarkably better codegen across the board, even for hastable lookups. The current baseline codegen is as follows: https://godbolt.org/z/zTW1h8PnY Assuming the following example struct that mirrors with the existing `Entity` definition: ```rust #[derive(Clone, Copy, Eq, PartialEq, PartialOrd, Ord)] pub struct FakeU64 { high: u32, low: u32, } ``` the output for `to_bits` is as follows: ``` example::FakeU64::to_bits: shl rdi, 32 mov eax, esi or rax, rdi ret ``` Changing the struct to: ```rust #[derive(Clone, Copy, Eq)] #[repr(align(8))] pub struct FakeU64 { low: u32, high: u32, } ``` and providing manual implementations for `PartialEq`/`PartialOrd`/`Ord`, `to_bits` now optimises to: ``` example::FakeU64::to_bits: mov rax, rdi ret ``` The full codegen example for this PR is here for reference: https://godbolt.org/z/n4Mjx165a To highlight, `gt` comparison goes from ``` example::greater_than: cmp edi, edx jae .LBB3_2 xor eax, eax ret .LBB3_2: setne dl cmp esi, ecx seta al or al, dl ret ``` to ``` example::greater_than: cmp rdi, rsi seta al ret ``` As explained on Discord by @scottmcm : >The root issue here, as far as I understand it, is that LLVM's middle-end is inexplicably unwilling to merge loads if that would make them under-aligned. It leaves that entirely up to its target-specific back-end, and thus a bunch of the things that you'd expect it to do that would fix this just don't happen. ## Benchmarks Before discussing benchmarks, everything was tested on the following specs: AMD Ryzen 7950X 16C/32T CPU 64GB 5200 RAM AMD RX7900XT 20GB Gfx card Manjaro KDE on Wayland I made use of the new entity hashing benchmarks to see how this PR would improve things there. With the changes in place, I first did an implementation keeping the existing "non shortcircuit" `PartialEq` implementation in place, but with the alignment and field ordering changes, which in the benchmark is the `ord_shortcircuit` column. The `to_bits` `PartialEq` implementation is the `ord_to_bits` column. The main_ord column is the current existing baseline from `main` branch. ![Screenshot_20231114_132908](https://github.com/bevyengine/bevy/assets/3116268/cb9090c9-ff74-4cc5-abae-8e4561332261) My machine is not super set-up for benchmarking, so some results are within noise, but there's not just a clear improvement between the non-shortcircuiting implementation, but even further optimisation taking place with the `to_bits` implementation. On my machine, a fair number of the stress tests were not showing any difference (indicating other bottlenecks), but I was able to get a clear difference with `many_foxes` with a fox count of 10,000: Test with `cargo run --example many_foxes --features bevy/trace_tracy,wayland --release -- --count 10000`: ![Screenshot_20231114_144217](https://github.com/bevyengine/bevy/assets/3116268/89bdc21c-7209-43c8-85ae-efbf908bfed3) On avg, a framerate of about 28-29FPS was improved to 30-32FPS. "This trace" represents the current PR's perf, while "External trace" represents the `main` branch baseline. ## Changelog Changed: micro-optimized Entity align and field ordering as well as providing manual `PartialOrd`/`Ord` impls to help LLVM optimise further. ## Migration Guide Any `unsafe` code relying on field ordering of `Entity` or sufficiently cursed shenanigans should change to reflect the different internal representation and alignment requirements of `Entity`. Co-authored-by: james7132 <[email protected]> Co-authored-by: NathanW <[email protected]>
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A change motivated by improving speed, memory usage or compile times
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(This is my first PR here, so I've probably missed some things. Please let me know what else I should do to help you as a reviewer!)
Objective
Due to rust-lang/rust#117800, the
derive
'dPartialEq::eq
onEntity
isn't as good as it could be. Since that's used in hashtable lookup, let's improve it.Solution
The derived
PartialEq::eq
short-circuits if the generation doesn't match. However, having a branch there is sub-optimal, especially on 64-bit systems like x64 that could just load the wholeEntity
in one load anyway.Due to complications around
poison
in LLVM and the exact details of what unsafe code is allowed to do with reference in Rust (rust-lang/unsafe-code-guidelines#346), LLVM isn't allowed to completely remove the short-circuiting.&Entity
is markeddereferencable(8)
so LLVM knows it's allowed to load all 8 bytes -- and does so -- but it has to assume that theindex
might be undef/poison if thegeneration
doesn't match, and thus while it finds a way to do it without needing a branch, it has to do something slightly more complicated than optimal to combine the results. (LLVM is allowed to change non-short-circuiting code to use branches, but not the other way around.)Here's a link showing the codegen today: https://rust.godbolt.org/z/9WzjxrY7c
ends up generating the following assembly:
(It's usually not this bad in real uses after inlining and LTO, but it makes a strong demo.)
This PR manually implements
PartialEq::eq
without short-circuiting, and because that tells LLVM that neither the generations nor the index can be poison, it doesn't need to be so careful and can generate the "just compare the two 64-bit values" code you'd have probably already expected:Since this doesn't change the representation of
Entity
, if it's instead passed by value, then eachEntity
is twou32
registers, and the old and the new code do exactly the same thing. (Other approaches, like changingEntity
to be[u32; 2]
oru64
, affect this case.)This should hopefully merge easily with changes like #9907 that also want to change
Entity
.Benchmarks
I'm not super-confident that I got my machine fully consistent for benchmarking, but whether I run the old or the new one first I get reasonably consistent results.
Here's a fairly typical example of the benchmarks I added in this PR:
Building the sets seems to be basically the same. It's usually reported as noise, but sometimes I see a few percent slower or faster.
But lookup hits in particular -- since a hit checks that the key is equal -- consistently shows around 10% improvement.
cargo run --example many_cubes --features bevy/trace_tracy --release -- --benchmark
showed as slightly faster with this change, though if I had to bet I'd probably say it's more noise than meaningful (but at least it's not worse either):This is my first PR here -- and my first time running Tracy -- so please let me know what else I should run, or run things on your own more reliable machines to double-check.
Changelog
(probably not worth including)
Changed: micro-optimized
Entity::eq
to help LLVM slightly.Migration Guide
(I really hope nobody was using this on uninitialized entities where sufficiently tortured
unsafe
could could technically notice that this has changed.)