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leandron pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git


 discard e888708c86 Respect Dockerfile ENV PATH modifications in docker/bash.sh 
lookups.
 discard 57e7105afc Always install into a python venv in ci containers.
     add 8bd81e6fbc [TVMScript] Base IRBuilder methods for `PrimFunc` (#12745)
     add 14999f8add [TVMScript][TIR] Clarify scope of BlockNode::iter_vars 
(#12726)
     add 574794e915 [OpenCL] Enable OpenCL for GPU tests (#12490)
     add b21bf6638b [Frontend][Paddle] Fix op in paddle did't transmit layout 
information (#12658)
     add 029fa462d2 [TIR][Arith] Add more strict checking in imm construction 
and folding. (#12515)
     add 4c05656c65 [TOPI][Hexagon] Add test and schedule for uint8 resize2d 
(#12559)
     add 2eed663643 [TOPI][Hexagon] Implement quantized elementwise for hexagon 
(#12606)
     add 76f91b42b9 [ETHOSN] Update driver stack version to 22.08 (#12650)
     add 286fadecb8 [TF] Add Bincount support (#12751)
     add 4c863fc115 [TVMScript] Base IRBuilder methods for `Block` (#12748)
     add a63d03a116 [MetaSchedule] Fix typo of compare between GlobalVar and 
str (#12704)
     add a047e0228a [CI] Always install into a python venv in ci containers 
(#12663)
     add b22b872da8 [Hexagon] Add Hand written HVX conv2d (#12204)
     add 1222398342 [TFLite] Support quantized GREATER op in TFLite frontend 
(#12754)
     add 9671aee942 [Hexagon] Validate 2-d physical shapes for TIR-derived 
schedules (#12662)
     add 4d2766409f [AutoTVM] Fix `None` feature in AutoTVM tuning (#12760)
     add a23b71ce1e [MetaSchedule][Test] Migrate AddRFactor to SEqual (#12758)
     add ef784d68e0 [MetaSchedule][Test] Migrate `check_trace` to 
`check_sketch` (#12764)
     add 8058423f09 [Hexagon] Create tests to showcase vtcm loading 
capabilities on Hexagon.  (#12667)
     add 64635b7f37 [COMMUNITY] Josh Fromm -> PMC (#12768)
     add ab8fe34c8e [FQ2I] Quantized constant bias (#12666)
     add 91bd9a3fec [Hybrid] Fix handling AST subcription for Python3.9 (#12769)
     add f7f2cda675 [AOT] Add AOTLowerMain pass to lower a Relay main into TIR 
(#12550)
     add 2aa0d1fbfc [OpenCLML] More ops and network coverage (#12762)
     add a40849342d [Relay][TE] Use Relay parameter name to generated TE tensor 
name (#10516)
     add a0cbefbe95 [CI] Set USE_CMSISNN and USE_ETHOSU off in 
task_config_build_cpu.sh (#12456)
     add 3d7439eb0b [TVMScript] IRBuilder methods for `PrimFunc` (#12755)
     add 421ff76e3e [TIR][Meta-Schedule] Tuple-reduction scheduling support 
(#11639)
     add 296565aaf9 Fixed pylint issues after moving to venv in ci_lint docker 
(#12775)
     add e5adb83d8e [microTVM][Zephyr] Fix PLL freq. in overlay for 
nucleo_l4r5zi board (#12756)
     add 397cf8781e [Arith][Refactor] Return Optional<PrimExpr> from 
TryConstFold (#12784)
     new a5625c6b56 [CI] Update docker images tag to 20220915-103125-e5adb83d8

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Summary of changes:
 CMakeLists.txt                                     |   1 +
 CONTRIBUTORS.md                                    |   2 +-
 Jenkinsfile                                        |  20 +-
 .../app-overlay/nucleo_l4r5zi.overlay              |  22 +
 ci/jenkins/Jenkinsfile.j2                          |  20 +-
 cmake/modules/Hexagon.cmake                        |  10 +
 .../install/ubuntu_install_ethosn_driver_stack.sh  |   2 +-
 .../ci_logs/resnet-18-NHWC-B1-cuda.json            |  50 +-
 include/tvm/runtime/hexagon/ops/conv2d.h           | 198 +++++
 include/tvm/script/ir_builder/ir/frame.h           |   2 +
 include/tvm/script/ir_builder/ir/ir.h              |   2 +
 include/tvm/script/ir_builder/tir/frame.h          | 225 ++++++
 include/tvm/script/ir_builder/tir/ir.h             | 182 +++++
 include/tvm/tir/op.h                               |   9 +-
 python/tvm/auto_scheduler/measure.py               |  17 +-
 python/tvm/auto_scheduler/relay_integration.py     |   5 +-
 python/tvm/autotvm/testing/tune_relay.py           |  13 +-
 python/tvm/autotvm/tuner/xgboost_cost_model.py     |   7 +-
 python/tvm/contrib/hexagon/session.py              |   2 +-
 python/tvm/meta_schedule/default_config.py         |   2 +-
 python/tvm/meta_schedule/testing/relay_workload.py |   2 +-
 python/tvm/meta_schedule/testing/schedule_rule.py  |  58 +-
 .../{arith/_ffi_api.py => relay/backend/_aot.py}   |   6 +-
 .../generic/extern.py => relay/backend/aot.py}     |  29 +-
 .../backend/contrib/ethosu/tir_to_cs_translator.py |   2 +-
 python/tvm/relay/backend/utils.py                  |   7 +
 python/tvm/relay/frontend/paddlepaddle.py          |   5 +-
 python/tvm/relay/frontend/tensorflow_ops.py        |  41 +-
 python/tvm/relay/frontend/tflite.py                |  19 +-
 python/tvm/relay/op/contrib/clml.py                |  35 +-
 python/tvm/relay/op/contrib/ethosn.py              |   8 +-
 python/tvm/relay/testing/darknet.py                |   2 +-
 .../transform/fake_quantization_to_integer.py      |  43 +-
 python/tvm/runtime/object_generic.py               |  14 +-
 .../_ctypes => script/ir_builder/tir}/__init__.py  |   3 +-
 .../tvm/script/ir_builder/{ir => tir}/_ffi_api.py  |   2 +-
 python/tvm/script/ir_builder/{ir => tir}/frame.py  |  16 +-
 python/tvm/script/ir_builder/tir/ir.py             | 700 +++++++++++++++++
 python/tvm/script/tir/intrin.py                    |   5 +
 python/tvm/te/hybrid/parser.py                     |   4 +
 python/tvm/tir/schedule/testing.py                 |   8 +-
 python/tvm/topi/hexagon/qnn/__init__.py            |   2 +-
 python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py      | 270 +++++++
 python/tvm/topi/hexagon/resize2d.py                |  41 +-
 src/arith/canonical_simplify.cc                    |  21 +-
 src/arith/const_fold.h                             | 193 +++--
 src/arith/int_set.cc                               |  10 +-
 src/arith/iter_affine_map.cc                       |  15 +-
 src/arith/pattern_match.h                          |   3 +-
 src/arith/rewrite_simplify.cc                      |  42 +-
 src/ir/expr.cc                                     |  32 +-
 src/meta_schedule/schedule_rule/add_rfactor.cc     |   5 +-
 .../schedule_rule/cross_thread_reduction.cc        |   7 +
 src/printer/tvmscript_printer.cc                   |  24 +-
 src/relay/backend/aot/aot_lower_main.cc            | 861 +++++++++++++++++++++
 src/relay/backend/aot/aot_lower_main.h             |  58 ++
 src/relay/backend/contrib/clml/codegen.cc          |  37 +
 src/relay/backend/te_compiler_cache.cc             |   9 +-
 src/relay/backend/utils.cc                         |  28 +-
 src/relay/backend/utils.h                          |  74 ++
 src/runtime/contrib/clml/clml_runtime.cc           | 315 ++++++--
 src/runtime/hexagon/hexagon_buffer.cc              |   9 +-
 src/runtime/hexagon/hexagon_device_api.cc          |  11 +
 src/runtime/hexagon/ops/conv2d_fp16_hvx.cc         | 489 ++++++++++++
 src/runtime/hexagon/ops/conv_utils.cc              | 243 ++++++
 src/runtime/opencl/opencl_common.h                 |   2 +-
 src/script/ir_builder/ir/frame.cc                  |   2 +
 src/script/ir_builder/ir/ir.cc                     |   2 +
 src/script/ir_builder/tir/frame.cc                 |  83 ++
 src/script/ir_builder/tir/ir.cc                    | 261 +++++++
 src/script/ir_builder/tir/utils.h                  | 109 +++
 src/support/scalars.cc                             |   4 -
 src/support/scalars.h                              |   4 +
 src/tir/op/op.cc                                   |  57 +-
 src/tir/schedule/analysis.h                        |  48 +-
 src/tir/schedule/analysis/analysis.cc              | 524 +------------
 src/tir/schedule/analysis/reducer.cc               | 702 +++++++++++++++++
 src/tir/schedule/primitive/reduction.cc            | 402 ++++++----
 src/tir/schedule/primitive/sampling.cc             |   4 +-
 src/tir/transforms/convert_blocks_to_opaque.cc     |  39 +-
 src/tir/transforms/lower_cross_thread_reduction.cc | 323 ++++----
 .../hexagon/hexagon_fp16_utils_tests.cc            | 289 +++++++
 tests/cpp-runtime/opencl/opencl_timer_test.cc      |   1 +
 tests/cpp-runtime/opencl/run_gtests.cc             |   2 +-
 tests/cpp/relay/backend/aot/aot_lower_main_test.cc |  63 ++
 tests/python/contrib/test_clml/infrastructure.py   |  28 +-
 tests/python/contrib/test_clml/test_network.py     | 139 +++-
 tests/python/contrib/test_clml/test_ops.py         |  83 +-
 tests/python/contrib/test_ethosn/test_networks.py  |  33 +-
 tests/python/contrib/test_ethosn/test_resize.py    |   9 -
 tests/python/contrib/test_ethosn/test_split.py     |  15 +-
 .../python/contrib/test_ethosn/test_topologies.py  |  18 +-
 .../test_hexagon/test_2d_physical_buffers.py       |  59 +-
 .../test_hexagon/test_parallel_hvx_load_vtcm.py    | 537 +++++++++++++
 .../contrib/test_hexagon/test_vtcm_bandwidth.py    | 169 ++++
 .../topi/test_add_subtract_multiply.py             | 217 +++++-
 .../test_hexagon/topi/test_conv2d_fp16_intrin.py   | 248 ++++++
 .../contrib/test_hexagon/topi/test_resize2d.py     |  52 +-
 .../python/contrib/test_opencl/test_run_gtests.py  |   1 +
 tests/python/driver/tvmc/test_compiler.py          |   3 +-
 tests/python/frontend/darknet/test_forward.py      |   2 +-
 tests/python/frontend/tensorflow/test_forward.py   |  37 +-
 .../frontend/tensorflow2/test_functional_models.py |  60 ++
 tests/python/frontend/tflite/test_forward.py       |  51 +-
 tests/python/relay/aot/test_pass_aot_lower_main.py | 429 ++++++++++
 .../test_conv2d_nchw_texture.py                    | 107 +--
 .../test_conv2d_nhwc_texture.py                    |  92 +--
 .../test_depthwise_conv2d_nchw_texture.py          |  26 +-
 .../test_depthwise_conv2d_nhwc_texture.py          |  32 +-
 .../{ => opencl_texture}/utils/adreno_utils.py     |   0
 tests/python/relay/test_op_level4.py               |   2 +-
 .../test_pass_fake_quantization_to_integer.py      |  15 +-
 tests/python/relay/test_pass_fuse_ops.py           |   2 +-
 .../python/unittest/test_arith_rewrite_simplify.py |   2 +
 ...test_meta_schedule_schedule_rule_add_rfactor.py | 302 ++++++--
 .../test_meta_schedule_schedule_rule_auto_bind.py  | 175 +++--
 ...chedule_schedule_rule_cross_thread_reduction.py | 762 ++++++++++++++----
 ...dule_schedule_rule_parallel_vectorize_unroll.py | 111 +--
 ...hedule_schedule_rule_random_compute_location.py |  72 +-
 tests/python/unittest/test_target_codegen_cuda.py  |   7 +-
 .../python/unittest/test_target_codegen_vulkan.py  |   3 +
 tests/python/unittest/test_tir_imm_values.py       | 577 ++++++++++++++
 tests/python/unittest/test_tir_schedule_rfactor.py | 649 +++++++++++++++-
 .../test_tir_transform_convert_blocks_to_opaque.py |  16 +-
 ...t_tir_transform_lower_cross_thread_reduction.py | 244 +++++-
 .../unittest/test_tir_transform_narrow_datatype.py |   9 -
 .../unittest/test_tvmscript_ir_builder_tir.py      | 118 +++
 tests/scripts/task_config_build_cpu.sh             |   4 +-
 tests/scripts/task_config_build_gpu.sh             |   1 +
 tests/scripts/task_python_integration.sh           |   6 +-
 tests/scripts/task_python_integration_gpuonly.sh   |   3 +-
 131 files changed, 11087 insertions(+), 1960 deletions(-)
 create mode 100644 include/tvm/runtime/hexagon/ops/conv2d.h
 create mode 100644 include/tvm/script/ir_builder/tir/frame.h
 create mode 100644 include/tvm/script/ir_builder/tir/ir.h
 copy python/tvm/{arith/_ffi_api.py => relay/backend/_aot.py} (90%)
 copy python/tvm/{topi/generic/extern.py => relay/backend/aot.py} (62%)
 copy python/tvm/{_ffi/_ctypes => script/ir_builder/tir}/__init__.py (87%)
 copy python/tvm/script/ir_builder/{ir => tir}/_ffi_api.py (90%)
 copy python/tvm/script/ir_builder/{ir => tir}/frame.py (74%)
 create mode 100644 python/tvm/script/ir_builder/tir/ir.py
 create mode 100755 python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py
 create mode 100644 src/relay/backend/aot/aot_lower_main.cc
 create mode 100644 src/relay/backend/aot/aot_lower_main.h
 create mode 100644 src/runtime/hexagon/ops/conv2d_fp16_hvx.cc
 create mode 100644 src/runtime/hexagon/ops/conv_utils.cc
 create mode 100644 src/script/ir_builder/tir/frame.cc
 create mode 100644 src/script/ir_builder/tir/ir.cc
 create mode 100644 src/script/ir_builder/tir/utils.h
 create mode 100644 src/tir/schedule/analysis/reducer.cc
 create mode 100644 tests/cpp-runtime/hexagon/hexagon_fp16_utils_tests.cc
 create mode 100644 tests/cpp/relay/backend/aot/aot_lower_main_test.cc
 mode change 100644 => 100755 
tests/python/contrib/test_hexagon/test_2d_physical_buffers.py
 create mode 100644 
tests/python/contrib/test_hexagon/test_parallel_hvx_load_vtcm.py
 create mode 100644 tests/python/contrib/test_hexagon/test_vtcm_bandwidth.py
 create mode 100644 
tests/python/contrib/test_hexagon/topi/test_conv2d_fp16_intrin.py
 create mode 100644 tests/python/relay/aot/test_pass_aot_lower_main.py
 rename tests/python/relay/{ => opencl_texture}/test_conv2d_nchw_texture.py 
(90%)
 rename tests/python/relay/{ => opencl_texture}/test_conv2d_nhwc_texture.py 
(87%)
 rename tests/python/relay/{ => 
opencl_texture}/test_depthwise_conv2d_nchw_texture.py (91%)
 rename tests/python/relay/{ => 
opencl_texture}/test_depthwise_conv2d_nhwc_texture.py (91%)
 rename tests/python/relay/{ => opencl_texture}/utils/adreno_utils.py (100%)
 create mode 100644 tests/python/unittest/test_tir_imm_values.py
 create mode 100644 tests/python/unittest/test_tvmscript_ir_builder_tir.py

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