This is an automated email from the ASF dual-hosted git repository.

masahi pushed a change to branch ci-gpu-torch-1.11
in repository https://gitbox.apache.org/repos/asf/tvm.git.


    omit 9c78a55  fixed keras tutorial
    omit c725954  fix onnx test
    omit de7c4e8  Validating the new gpu image
     add 5629f8a  [MetaSchedule] Add Gradient Based Task Scheduler (#10366)
     add 8226bd0  [microNPU] Some housekeeping in the test_ethosu folder 
(#10824)
     add 8775a80  [TVMC] Support compiling and running with VM  (#10722)
     new 6d92d26  Update Jenkinsfile to point to the new GPU image
     new 87b7051  fix onnx test
     new ecd4ba2  fixed keras tutorial

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Summary of changes:
 Jenkinsfile                                        |   2 +-
 include/tvm/meta_schedule/search_strategy.h        |  12 +-
 include/tvm/meta_schedule/task_scheduler.h         |  94 ++---
 include/tvm/meta_schedule/tune_context.h           |   4 +-
 include/tvm/support/random_engine.h                |  18 +-
 include/tvm/tir/schedule/schedule.h                |   2 +-
 jenkins/Jenkinsfile.j2                             |   2 +-
 python/tvm/driver/tvmc/compiler.py                 |  77 +++-
 python/tvm/driver/tvmc/model.py                    |  94 ++++-
 python/tvm/driver/tvmc/runner.py                   | 127 ++++---
 .../search_strategy/evolutionary_search.py         |  13 +-
 .../meta_schedule/search_strategy/replay_func.py   |  13 +-
 .../meta_schedule/search_strategy/replay_trace.py  |  16 +-
 .../tvm/meta_schedule/task_scheduler/__init__.py   |   1 +
 .../{round_robin.py => gradient_based.py}          |  61 ++--
 .../meta_schedule/task_scheduler/round_robin.py    |  15 +-
 .../meta_schedule/task_scheduler/task_scheduler.py |  86 ++---
 .../testing/tune_relay_meta_schedule.py            |   8 +-
 .../meta_schedule/testing/tune_te_meta_schedule.py |   3 +-
 python/tvm/meta_schedule/tune.py                   |  14 +-
 python/tvm/meta_schedule/utils.py                  |   2 +-
 .../measure_callback/echo_statistics.cc            |  10 +-
 .../search_strategy/evolutionary_search.cc         |  16 +-
 src/meta_schedule/search_strategy/replay_func.cc   |  12 +-
 src/meta_schedule/search_strategy/replay_trace.cc  |  12 +-
 src/meta_schedule/task_scheduler/gradient_based.cc | 228 ++++++++++++
 src/meta_schedule/task_scheduler/round_robin.cc    |  10 +-
 src/meta_schedule/task_scheduler/task_scheduler.cc | 134 ++++---
 src/meta_schedule/tune_context.cc                  |   5 +-
 src/meta_schedule/utils.h                          |  23 ++
 src/support/table_printer.h                        | 154 ++++++++
 src/tir/schedule/concrete_schedule.cc              |   3 -
 src/tir/schedule/concrete_schedule.h               |   2 +-
 tests/python/contrib/test_ethosu/infra.py          | 141 ++++++--
 tests/python/contrib/test_ethosu/test_codegen.py   | 393 +++++----------------
 .../contrib/test_ethosu/test_identity_optimizer.py |   7 +-
 tests/python/contrib/test_ethosu/test_legalize.py  |  14 -
 .../contrib/test_ethosu/test_lut_optimizer.py      |   3 +-
 tests/python/driver/tvmc/test_compiler.py          |  50 +--
 tests/python/driver/tvmc/test_model.py             |  21 +-
 tests/python/driver/tvmc/test_runner.py            |   8 +-
 .../test_meta_schedule_measure_callback.py         |   9 +-
 .../unittest/test_meta_schedule_search_strategy.py |  16 +-
 .../unittest/test_meta_schedule_task_scheduler.py  | 138 ++++++--
 .../unittest/test_meta_schedule_tune_relay.py      |  23 +-
 .../python/unittest/test_meta_schedule_tune_te.py  |   3 +-
 .../python/unittest/test_meta_schedule_tune_tir.py |  25 +-
 47 files changed, 1310 insertions(+), 814 deletions(-)
 copy python/tvm/meta_schedule/task_scheduler/{round_robin.py => 
gradient_based.py} (62%)
 create mode 100644 src/meta_schedule/task_scheduler/gradient_based.cc
 create mode 100644 src/support/table_printer.h

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