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ml-compiler-opt
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
Apache License 2.0
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[Queries] Regarding usage of LLVM built with Pretrained Models and Development Mode
#348
quic-garvgupt
opened
1 week ago
9
Fix np.Inf for numpy 2
#347
boomanaiden154
closed
3 weeks ago
0
Handle scipy 1.12 breaking change post v 1.12
#346
mtrofin
closed
1 month ago
0
Bump TFLite Version
#345
boomanaiden154
closed
1 month ago
4
Remove `inlining_default` as it's not used by anything
#344
mtrofin
closed
2 months ago
0
[buildbot] TFLite updates
#343
mtrofin
opened
3 months ago
0
[non-issue] MLGO Questions
#342
TIHan
opened
4 months ago
11
Misc improvements to inlining evaluation docs in demo
#341
boomanaiden154
closed
4 months ago
1
`--compile_task` flag missing
#340
TIHan
closed
4 months ago
2
docs: regalloc-demo: Fix a typo in corpus extraction command
#339
dakkshesh07
closed
4 months ago
2
Where do I find pretrained models for MLGOPerf?
#338
Nirhar
closed
6 months ago
4
How to compile other dataset using llvm's thinlto flag?
#337
18liumin
closed
6 months ago
0
Remove infrastructure for publishing ml-compiler-opt as a package
#336
boomanaiden154
closed
6 months ago
3
Install pytype on buildbot
#335
boomanaiden154
closed
6 months ago
0
Remove corpus extraction tooling
#334
boomanaiden154
closed
7 months ago
2
Can I merge all the bc files into a total bc file for training?
#333
18liumin
opened
8 months ago
0
why need to calculate reward_stat? I see llvm_trainer.train use reward from sequence_example.reward
#332
18liumin
opened
8 months ago
1
Why “-static” affects the test results of the model
#331
18liumin
opened
8 months ago
2
how to get model.tflite file from inlining-Oz-99f0063-v1.1.tar.gz
#330
18liumin
closed
8 months ago
1
How to know the effect of model inlining when training the model?
#329
18liumin
closed
8 months ago
1
Why is the length of the reward limited to 3 or more?
#328
jun-shibata
opened
8 months ago
3
Does llvm-15.04 support mlgo? What versions of tensorflow and other libraries are needed?
#327
18liumin
closed
8 months ago
1
What does the size of sequence_examples depend on, and how to set its size?
#326
18liumin
closed
8 months ago
5
Is it not very accurate to use the size reward of the entire file as the reward for each caller-callee feature, if the file is large and has a large number of caller-callee?
#325
18liumin
opened
8 months ago
1
questions about feature log
#324
18liumin
closed
8 months ago
1
Why can’t I use llvmbc and llvmcmd of executable programs?
#323
18liumin
closed
8 months ago
0
How to train a model using bin's llvmbc and llvmcmd segments?I want to optimize directly using the executable program
#322
18liumin
closed
8 months ago
6
【Question】What parameters need to be passed in to compile the data set? -Oz -Xclang -fembed-bitcode=all?
#321
18liumin
closed
8 months ago
2
【Question】Can you open the code of ES algorithm?
#320
18liumin
closed
8 months ago
2
【Question】Why use llvm-size to calculate rewards? llvm also calculates size rewards?
#319
18liumin
closed
8 months ago
2
【Question】How to use GPU training, just install tensorflow-gpu? will there be better performance if using a larger model?
#318
18liumin
closed
8 months ago
1
[Question] Is the model sensitive to target ISA?
#317
pshung
closed
8 months ago
4
Remove tfutils-use-simplelogger flag
#316
boomanaiden154
closed
9 months ago
0
【BUG】clang (LLVM option parsing): Unknown command line argument '-tfutils-use-simplelogger'
#315
18liumin
closed
8 months ago
6
【QUESTION】How to train an inline model with our own code?
#314
18liumin
closed
8 months ago
4
Bump werkzeug from 2.3.3 to 2.3.8
#313
dependabot[bot]
closed
9 months ago
7
Bump pillow from 9.5.0 to 10.0.1
#312
dependabot[bot]
closed
9 months ago
2
Oz with flto performance
#310
Colibrow
closed
10 months ago
1
Rename policy_saver.PolicySaver to (e.g.) policy_saver.MLGOPolicySaver
#309
mtrofin
opened
10 months ago
0
Update benchmarking.md
#308
roykoand
closed
10 months ago
1
[local-worker-mgr] Force using 'spawn' for process creation
#307
mtrofin
closed
10 months ago
0
[local-worker-mgr] Use `cloudpickle`
#306
mtrofin
closed
10 months ago
0
Type annotations and typing fixes in `policy_saver.py`
#305
mtrofin
closed
10 months ago
0
Unify scalar type associations
#304
mtrofin
closed
10 months ago
0
Small Demo
#303
reedkotler
opened
10 months ago
8
Getting started
#302
reedkotler
opened
10 months ago
20
Mimimum NVIDA chip for training
#301
reedkotler
opened
10 months ago
7
Update README.md in a docker page
#300
roykoand
closed
11 months ago
1
[env] Strong-typing for the observation
#299
mtrofin
closed
11 months ago
1
Add support for `arguments`-style compilation databases (#297)
#298
25pwn
closed
11 months ago
1
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