llvm-project.git/llvm/lib/Analysis/TrainingLogger.cpp, branch main

Remove unused standard headers: , , , (#167232)

2025-11-10T12:17:12+00:00

[MLGO] Remove -tfutils-use-simplelogger flag (#72492)

2023-11-16T20:50:46+00:00

This flag was redundant and the value was not used anywhere, so it
should be removed.

[mlgo] Allow logging the spec for the "advice", if needed

2023-02-01T18:24:38+00:00

This is for the interactive model runner, so it can confirm the tensor
spec of the advice with its host.

[mlgo] Stream the training data

2023-01-20T15:01:08+00:00

This leverages the new logging format in that we don't need to buffer
the training data, we can just write it out.

Differential Revision: https://reviews.llvm.org/D142168

[nfc][mlgo] Remove abstraction layers for training logger

2023-01-18T00:19:38+00:00

This follows from D141720

Differential Revision: https://reviews.llvm.org/D141967

Fix OSX build break introduced by D141720

2023-01-17T23:31:02+00:00

[Analysis] Fix a warning

2023-01-17T21:36:02+00:00

This patch fixes:

  llvm/include/llvm/Analysis/Utils/TrainingLogger.h:94:14: error:
  private field 'IncludeReward' is not used
  [-Werror,-Wunused-private-field]

[mlgo] Remove the protobuf dependency

2023-01-17T21:12:27+00:00

The dependency was due to the log format. This change switches to the
previously-introduced (D139370) "dependency-free" logger instead of the
protobuf-based one.

A subsequent change will clean out the unnecessary abstraction left
behind.

This change drops the logger unittest, we have sufficient test coverage
via lit tests, and a unit test would require adding, unnecesarily, a log
reader (the reader is expected to be python, for the ML side, and there
is a reader for that under Analysis/models, used for tests).

Differential Revision: https://reviews.llvm.org/D141720

[mlgo] Use LLVM_HAVE_TFLITE instead of LLVM_HAVE_TF_API in C++ code (NFC)

2022-12-12T19:28:40+00:00

We use LLVM_HAVE_TFLITE as the key to enable the mlgo work these days,
and LLVM_HAVE_TF_API is defined whenever LLVM_HAVE_TF_API is defined.

I'm posting this patch because it's purely mechanical.

I'll post a follow-up patch to remove LLVM_HAVE_TF_API in non-C++
files, and that will not be as mechanical as this one.

Differential Revision: https://reviews.llvm.org/D139863

Reapply "[mlgo] Dependency-free training mode logger"

2022-12-06T18:29:50+00:00

This reverts commit 8abe7b11f74bea63d3134c144137b72146da0c7b.

Added the missing cast which was causing a build problem on certain compilers.