[llvm-dev] Musings on the TableGen -emit-dag-isel backend
Krzysztof Parzyszek via llvm-dev
llvm-dev at lists.llvm.org
Thu Nov 12 08:43:12 PST 2020
This is great! Thanks Paul!
I think that the 9x reduction in compile-time is well worth the 4% size increase. TableGen's run-time has been a sore point and a source of complaints for quite some time.
--
Krzysztof Parzyszek kparzysz at quicinc.com AI tools development
-----Original Message-----
From: llvm-dev <llvm-dev-bounces at lists.llvm.org> On Behalf Of Paul C. Anagnostopoulos via llvm-dev
Sent: Thursday, November 12, 2020 10:23 AM
To: llvm-dev at lists.llvm.org
Subject: [EXT] [llvm-dev] Musings on the TableGen -emit-dag-isel backend
A rather notorious aspect of TableGen is the time required to run the -emit-dag-isel backend on some targets, including AMDGPU and X86. I added a timing feature to TableGen and timed the AMDGPU run.
===-------------------------------------------------------------------------===
TableGen Phase Timing ===-------------------------------------------------------------------------===
Total Execution Time: 733.6103 seconds (733.8740 wall clock)
---User Time--- --System Time-- --User+System-- ---Wall Time--- --- Name ---
645.0017 ( 87.9%) 0.2340 (100.0%) 645.2357 ( 88.0%) 645.2709 ( 87.9%) Emit matcher table
70.4501 ( 9.6%) 0.0000 ( 0.0%) 70.4501 ( 9.6%) 70.5510 ( 9.6%) Convert to matchers
14.6329 ( 2.0%) 0.0000 ( 0.0%) 14.6329 ( 2.0%) 14.7638 ( 2.0%) Parse, build records
2.1996 ( 0.3%) 0.0000 ( 0.0%) 2.1996 ( 0.3%) 2.1871 ( 0.3%) Sort patterns
1.0920 ( 0.1%) 0.0000 ( 0.0%) 1.0920 ( 0.1%) 1.0961 ( 0.1%) Optimize matchers
0.0000 ( 0.0%) 0.0000 ( 0.0%) 0.0000 ( 0.0%) 0.0050 ( 0.0%) Write output
733.3763 (100.0%) 0.2340 (100.0%) 733.6103 (100.0%) 733.8740 (100.0%) Total
As you can see, most of the time is spent emitting the C++ code. A simple step toward reducing the time is to use the --omit-comments option. However, I am informed that trying to debug the pattern matching table without comments is a hopeless task.
===-------------------------------------------------------------------------===
TableGen Phase Timing ===-------------------------------------------------------------------------===
Total Execution Time: 162.9274 seconds (162.9173 wall clock)
---User Time--- --System Time-- --User+System-- ---Wall Time--- --- Name ---
75.0833 ( 46.1%) 0.0468 ( 42.9%) 75.1301 ( 46.1%) 75.1313 ( 46.1%) Emit matcher table
69.7948 ( 42.9%) 0.0000 ( 0.0%) 69.7948 ( 42.8%) 69.8050 ( 42.8%) Convert to matchers
14.6173 ( 9.0%) 0.0468 ( 42.9%) 14.6641 ( 9.0%) 14.6668 ( 9.0%) Parse, build records
2.2308 ( 1.4%) 0.0000 ( 0.0%) 2.2308 ( 1.4%) 2.2191 ( 1.4%) Sort patterns
1.0920 ( 0.7%) 0.0000 ( 0.0%) 1.0920 ( 0.7%) 1.0921 ( 0.7%) Optimize matchers
0.0000 ( 0.0%) 0.0156 ( 14.3%) 0.0156 ( 0.0%) 0.0030 ( 0.0%) Write output
162.8182 (100.0%) 0.1092 (100.0%) 162.9274 (100.0%) 162.9173 (100.0%) Total
Emitting the C++ code for most pattern operators is straightforward.
However, three operators are more time-consuming: Matcher::Scope, SwitchOpcode, and SwitchType. These operators take a list of child patterns, each of which is emitted as a 1- to 3-byte size followed by the child's pattern bytes. The size is coded as a variable-length sequence of bytes, as is every integer in the matcher table. (Just for interest, the average number of children per Scope operator is about 2.7.)
In order to minimize the length of the size, the backend performs a sort of relaxation algorithm, where it first tries a 1-byte size. If that fails, it tries the actual required number of bytes. Trying involves calculating the offset in the table for the child and then recursively generating the entire child, passing it a string buffer as its output stream. When the size is finally determined, that string buffer is appended to the actual buffer passed to the generation function.
Why does the number of bytes in the size matter to the child? Because the offset of the child is determined by that size, and the offset is passed to the child and then included in many comments emitted by the child. If the size is wrong, then the offset is wrong, and then the comments are wrong.
So it's clear that repetitive code generating is done because of the relaxation algorithm. How bad is it? It turns out that the algorithm is about O(1.7^(n-1)), where n is the depth of the pattern matching tree. The depth of the AMDGPU tree is 13. Here are some interesting statistics:
Number of pattern operators at depth 11: 35,000
Number of times those operators are regenerated: 20 million
I think we have found the problem. So what can be done? I tried a quick and dirty experiment. I forced all the child sizes to occupy a 3-byte length, so that the relaxation algorithm was no longer necesseary. The results are shown here.
===-------------------------------------------------------------------------===
TableGen Phase Timing ===-------------------------------------------------------------------------===
Total Execution Time: 90.7302 seconds (90.8242 wall clock)
---User Time--- --System Time-- --User+System-- ---Wall Time--- --- Name ---
69.7324 ( 76.9%) 0.0000 ( 0.0%) 69.7324 ( 76.9%) 69.7320 ( 76.8%) Convert to matchers
14.5705 ( 16.1%) 0.0312 ( 33.3%) 14.6017 ( 16.1%) 14.6958 ( 16.2%) Parse, build records
3.0576 ( 3.4%) 0.0624 ( 66.7%) 3.1200 ( 3.4%) 3.1192 ( 3.4%) Emit matcher table
2.1840 ( 2.4%) 0.0000 ( 0.0%) 2.1840 ( 2.4%) 2.1891 ( 2.4%) Sort patterns
1.0920 ( 1.2%) 0.0000 ( 0.0%) 1.0920 ( 1.2%) 1.0831 ( 1.2%) Optimize matchers
0.0000 ( 0.0%) 0.0000 ( 0.0%) 0.0000 ( 0.0%) 0.0050 ( 0.0%) Write output
90.6366 (100.0%) 0.0936 (100.0%) 90.7302 (100.0%) 90.8242 (100.0%) Total
Now the matcher emitter phase is insignificant! Unfortunately, the size of the matchter table increases from 451,430 bytes to 469,612 bytes, an increase of 18,182 bytes or 4%.
So one solution is not to care about the 4% increase and always use 3-byte child sizes. A second solution is to add an option that specifies the starting number of child size bytes and retains the relaxation algorithm.
When building the system, we would specify --child-size-bytes=1. When building for debugging, you could specify --child-size-bytes=3.
Comments and suggestion gratefully accepted.
_______________________________________________
LLVM Developers mailing list
llvm-dev at lists.llvm.org
https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
More information about the llvm-dev
mailing list