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

areusch pushed a change to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git


 discard d481d23d11 rebuild docker imgaes
 discard d74bd37135 fix docker_init dupe
 discard 9844b6839f fix pylint because i'm not sure why it's different
 discard 6ee2c11e5a fix more python package versions
 discard 16ea909a1c fix docker images to built ones for testing.
 discard 35d7a09b48 Fix all scripts which reference python3 in the docker 
containers.
 discard a947f27745 try to fix hashes
 discard b4fc654ece test Jenkins infra
 discard 1510bbbafa Adjust package installs with py-deps to use the virtualenv.
 discard 951e764587 Align Python and package install process in all containers.
 discard c21619740d Add docker container for freezing python deps.
 discard fd6b3b9390 Add freeze_deps tool and modify gen_requirements to work 
with it.
     add 2ae20882d3 [hexagon][testing] add TIRScript elemwise-add (#11490)
     add b086005f8f [ci] Fix action expressions for tvm-bot workflow (#11556)
     add 9dceb4e191 [BYOC] Two helper passes for external codegen using 
RelayToTIR custom pass machinery (#11474)
     add 4811d702f3 [Hexagon] Register strategy for concatenate (#11562)
     add cee74c9f8f [CI] Update to LLVM 14.0.0 for ci_hexagon (#11539)
     add b885362c36 [CI] Refactor of tvm.testing.requires_* annotations (#11313)
     add 8823757f30 [TIR] Expose tir.call_cpacked in python (#11563)
     add 6dbdf2e201 Fix Hexagon build using ci.py (#11304)
     add f05ebde8e8 [docs] microTVM model training tutorial with Colab support 
(#10921)
     add fe24fa9840 [Bugfix][MetaSchedule] Auto-bind when there are no spatial 
loops (#11570)
     add 9d2c9a7f64 [TIR] Schedule Primitive: Add-Unit-Loop (#11575)
     add ba60788118 [MetaSchedule] Use Add-Unit-Loop in Auto-Bind (#11581)
     add c732828d48 [TIR] Prevent loop binding over-simplification (#11578)
     add 06c443e995 [Bugfix][TIR] compute-at/fuse/split dtype mismatch (#11582)
     add 8a568bc823 [MetaSchedule] exposed method: TuneContextNodeInitialize 
(#11576)
     add 8038987411 [MetaSchedule] Fix Summary Format for Invalid Runs (#11584)
     add 283542f68a [CI][DOC] Fix incorrect commands in docs/readme.md (#11583)
     add bf4b8f5c76 split test_forward_math_api function (#11537)
     add b555bf5481 fix bmm quantization realize (#11586)
     add 609d6af176 [microNPU] Fix output mismatch in Leaky ReLU (#11397)
     add 1aac4d6826 [microNPU] Optimize separate padding operation for conv2d 
(#11468)
     add 9d6599c928 [PROFILER] Add configuration information to profiler 
(#11530)
     new f1b2720e1d Add freeze_deps tool and modify gen_requirements to work 
with it.
     new bc105df8cc Add docker container for freezing python deps.
     new 28cd6716d7 Align Python and package install process in all containers.
     new a06ed81a2b Adjust package installs with py-deps to use the virtualenv.
     new 9ae903afb9 test Jenkins infra
     new 4381ed8f82 try to fix hashes
     new ebc7476bba Fix all scripts which reference python3 in the docker 
containers.
     new d87add0456 fix docker images to built ones for testing.
     new 9e39b6950e fix more python package versions
     new 6e5e48cd0f fix pylint because i'm not sure why it's different
     new 20a0dca824 fix docker_init dupe
     new f1b888379c rebuild docker imgaes
     new ce2765306f fix merge conflict

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Summary of changes:
 .github/workflows/tvmbot.yml                       |   3 +-
 Jenkinsfile                                        |  44 +-
 .../template_project/microtvm_api_server.py        |   4 +-
 apps/microtvm/pyproject.toml                       |   2 +-
 docker/install/ubuntu_install_hexagon.sh           |   4 +-
 docs/README.md                                     |   8 +-
 docs/conf.py                                       |   3 +-
 gallery/how_to/work_with_microtvm/micro_train.py   | 649 +++++++++++++++++
 include/tvm/arith/iter_affine_map.h                |   5 +-
 include/tvm/ir/expr.h                              |   3 +-
 include/tvm/relay/attrs/call.h                     |   2 +-
 include/tvm/relay/function.h                       |  32 +-
 include/tvm/runtime/profiling.h                    |  17 +-
 include/tvm/tir/schedule/schedule.h                |  12 +
 jenkins/DockerBuild.groovy.j2                      |  26 -
 jenkins/Prepare.groovy.j2                          |  16 +
 python/tvm/meta_schedule/tune_context.py           |   5 +
 .../tvm/relay/backend/contrib/ethosu/legalize.py   |  88 ++-
 python/tvm/relay/op/contrib/ethosu.py              |  66 +-
 python/tvm/relay/op/strategy/hexagon.py            |  14 +-
 python/tvm/relay/transform/transform.py            |  70 +-
 python/tvm/runtime/profiling/__init__.py           |  11 +-
 python/tvm/testing/plugin.py                       |  25 +-
 python/tvm/testing/utils.py                        | 796 ++++++++++++---------
 python/tvm/tir/__init__.py                         |   2 +-
 python/tvm/tir/op.py                               |  27 +
 python/tvm/tir/schedule/schedule.py                |  64 +-
 python/tvm/utils/roofline.py                       |   5 +-
 src/arith/iter_affine_map.cc                       |   6 +-
 src/ir/expr.cc                                     |   3 +-
 src/meta_schedule/schedule_rule/auto_bind.cc       |  48 +-
 src/meta_schedule/task_scheduler/gradient_based.cc |  21 +-
 src/meta_schedule/tune_context.cc                  |   2 +
 src/node/structural_hash.cc                        |   1 +
 src/parser/tokenizer.h                             |   4 +-
 src/relay/backend/te_compiler.cc                   |   8 +-
 src/relay/backend/vm/compiler.cc                   |   4 +-
 src/relay/ir/function.cc                           |   2 +-
 src/relay/op/nn/nn.cc                              |   1 +
 src/relay/quantize/realize.cc                      |  11 +-
 src/relay/transforms/compiler_function_utils.cc    | 212 ++++++
 src/relay/transforms/compiler_function_utils.h     | 135 ++++
 src/relay/transforms/dead_code.cc                  |   6 +-
 src/relay/transforms/inline.cc                     |   5 +-
 .../graph_executor/debug/graph_executor_debug.cc   |   2 +-
 src/runtime/profiling.cc                           | 111 ++-
 src/runtime/vm/profiler/vm.cc                      |   6 +-
 src/tir/schedule/concrete_schedule.cc              |  18 +
 src/tir/schedule/concrete_schedule.h               |   2 +
 src/tir/schedule/primitive.h                       |  10 +
 src/tir/schedule/primitive/compute_at.cc           |   5 +-
 src/tir/schedule/primitive/loop_transformation.cc  |  95 ++-
 src/tir/schedule/schedule.cc                       |  12 +
 src/tir/schedule/traced_schedule.cc                |  22 +
 src/tir/schedule/traced_schedule.h                 |   2 +
 tests/python/contrib/test_dnnl.py                  |   4 +-
 tests/python/contrib/test_ethosu/infra.py          |  11 +-
 tests/python/contrib/test_ethosu/test_codegen.py   |  74 +-
 tests/python/contrib/test_ethosu/test_legalize.py  | 216 ++++++
 .../contrib/test_hexagon/benchmark_elemwise_add.py | 434 +++++++++++
 .../contrib/test_hexagon/benchmark_hexagon.py      | 245 -------
 .../python/contrib/test_hexagon/benchmark_util.py  |  34 +
 tests/python/contrib/test_tensorrt.py              |   4 +-
 tests/python/driver/tvmc/test_compiler.py          |  12 +-
 tests/python/frontend/paddlepaddle/test_forward.py | 237 ++++--
 tests/python/integration/test_reduce.py            |   2 +-
 .../transform/test_compiler_function_utils.py      | 162 +++++
 ..._schedule_postproc_rewrite_cooperative_fetch.py |   2 +-
 .../test_meta_schedule_schedule_rule_auto_bind.py  |  77 +-
 tests/python/unittest/test_runtime_profiling.py    |   3 +
 .../unittest/test_tir_schedule_compute_at.py       |  24 +-
 tests/python/unittest/test_tir_schedule_reorder.py |   2 +-
 .../unittest/test_tir_schedule_split_fuse.py       | 131 +++-
 .../python/unittest/test_tir_schedule_transform.py |  18 +-
 tests/scripts/ci.py                                |   9 +-
 tests/scripts/git_utils.py                         |   6 +-
 tests/scripts/task_build_hexagon_api.sh            |  16 +-
 tests/scripts/task_python_docs.sh                  |   2 +
 78 files changed, 3532 insertions(+), 950 deletions(-)
 create mode 100644 gallery/how_to/work_with_microtvm/micro_train.py
 create mode 100644 src/relay/transforms/compiler_function_utils.cc
 create mode 100644 src/relay/transforms/compiler_function_utils.h
 create mode 100644 tests/python/contrib/test_hexagon/benchmark_elemwise_add.py
 delete mode 100644 tests/python/contrib/test_hexagon/benchmark_hexagon.py
 create mode 100644 tests/python/relay/transform/test_compiler_function_utils.py

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