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tqchen pushed a change to branch unity
in repository https://gitbox.apache.org/repos/asf/tvm.git


    from 201002e78e [Unity][CUTLASS] Fix for purity tracking (#14891)
     add 5566c3e2b6 [COMMUNITY] Anirudh Sundar Subramaniam -> Committer (#14853)
     add b6d7ce6a8a [LLVM] Use Var annotation in LetStmt for pointer type 
(#14570)
     add 0274930e4a [microNPU][ETHOSU] Fix Softmax quantization parameters 
(#14774)
     add eb1ea972b3 [QNN] Implement 'qnn.softmax' (#14536)
     add f6bbe946e1 [relay][simplify_expr]: Add pass to remove trivial 
transpose ops (#14858)
     add 2f863dda62 [TIR][Schedule] Improve blockize to support blockizing 
multiple blocks (#14766)
     add 0e24aa7c8b [FIX] fix typo in comment (#14787)
     add b4796cc717 [Frontend][Paddle] [PaddlePaddle Hackathon 4] add convert 
support for p_norm/roi_align/softmax_with_cross_entropy (#14826)
     add ea710cc2dd Fix f-string typo (#14867)
     add 14be4bfc0d [TOPI][Target] Add SVE specific convolution (#14483)
     add 00b41c63ea [TIR] Avoid too complex predicate in compaction (#14866)
     add 38c3ad4cad [TVMScript] Use default fallback for un-registered type 
(#14874)
     add 19663b26c9 [MicroTVM] Use self.close_transport() on error (#14872)
     add b4475b83aa [Bugfix] Fix batch_norm (#14857)
     add 28e980125b [Quantization]: Update simulated_quantize to infer correct 
layout (#14875)
     add ba3f0d938a [TOPI] Fix in interpretation of empty axis parameter in 
reduction fun… (#14856)
     add 613ad5cc51 [bugfix] fix the undeclared identifier 'f' (#14879)
     add af06b30a98 [CONTRIB] Enable create_staticlib to take in tar files 
(#14876)
     add 61fe8a7027 [AutoTVM] Use f-strings for string formatting, NFC (#14884)
     add 006b11df04 [RUNTIME] Make systemlib unique per prefix (#14887)
     add bbfe481784 [microNPU][ETHOSU] Channel pad offloaded to NPU (#14765)
     add 52de91e366 [Fix] Fix typo in error message (#14890)
     add 8ebd598fcd [bugfix] [Relay] fix broadcast in PyTorch frontend  (#14885)
     add 0dae36048e [CI] Update CPU image to install PyTorch (#14847)
     add b91c2f2e07 [Vulkan] Add cooperative matrix support (#14817)
     add f4a7eaebd6 [TIR][TVMScript] Added format/parsing of subroutine calls 
(#14889)
     add 9a3bbc1d37 [MERGE] merge main into unity 2023-05-20

No new revisions were added by this update.

Summary of changes:
 CONTRIBUTORS.md                                    |   1 +
 ci/jenkins/docker-images.ini                       |  20 +-
 include/tvm/script/printer/ir_docsifier_functor.h  |  33 +++
 include/tvm/tir/schedule/schedule.h                |   7 +
 include/tvm/topi/nn.h                              |   6 +-
 include/tvm/topi/reduction.h                       |   8 +-
 python/tvm/auto_scheduler/cost_model/xgb_model.py  |  20 +-
 python/tvm/auto_scheduler/dispatcher.py            |   2 +-
 python/tvm/auto_scheduler/feature.py               |  15 +-
 python/tvm/auto_scheduler/measure.py               |  18 +-
 python/tvm/auto_scheduler/search_policy.py         |   2 +-
 python/tvm/auto_scheduler/search_task.py           |  23 +-
 python/tvm/auto_scheduler/task_scheduler.py        |  15 +-
 python/tvm/auto_scheduler/utils.py                 |   8 +-
 python/tvm/auto_scheduler/workload_registry.py     |   6 +-
 python/tvm/autotvm/feature.py                      |   9 +-
 python/tvm/autotvm/graph_tuner/base_graph_tuner.py |  10 +-
 python/tvm/autotvm/graph_tuner/pbqp_tuner.py       |   4 +-
 .../autotvm/graph_tuner/utils/traverse_graph.py    |   8 +-
 python/tvm/autotvm/measure/measure_methods.py      |  52 +---
 python/tvm/autotvm/record.py                       |   4 +-
 python/tvm/autotvm/task/dispatcher.py              |  14 +-
 python/tvm/autotvm/task/space.py                   |  30 +--
 python/tvm/autotvm/task/task.py                    |  10 +-
 python/tvm/autotvm/testing/tune_relay.py           |  59 +----
 python/tvm/autotvm/tophub.py                       |  10 +-
 python/tvm/autotvm/tuner/sa_model_optimizer.py     |   2 +-
 python/tvm/autotvm/tuner/xgboost_cost_model.py     |  28 +-
 python/tvm/contrib/cc.py                           |  34 ++-
 python/tvm/contrib/tar.py                          |  41 +++
 python/tvm/ir/expr.py                              |   6 +
 python/tvm/ir/instrument.py                        |   2 +-
 .../tvm/relay/backend/contrib/ethosu/legalize.py   |  77 ++++++
 .../backend/contrib/ethosu/softmax_rewriter.py     |  28 +-
 python/tvm/relay/backend/contrib/ethosu/util.py    |   2 +-
 python/tvm/relay/frontend/paddlepaddle.py          |  82 ++++++
 python/tvm/relay/frontend/pytorch.py               |  23 +-
 python/tvm/relay/op/__init__.py                    |   1 +
 python/tvm/relay/op/contrib/ethosu.py              |  90 ++++++-
 python/tvm/relay/op/op.py                          |  21 ++
 python/tvm/relay/qnn/op/qnn.py                     |   4 +
 .../transform/fake_quantization_to_integer.py      |  18 +-
 python/tvm/relay/transform/transform.py            |  11 +-
 python/tvm/target/target.py                        |  21 ++
 python/tvm/tir/__init__.py                         |   2 +-
 python/tvm/tir/op.py                               |  12 +
 python/tvm/tir/schedule/schedule.py                |  14 +-
 python/tvm/topi/arm_cpu/conv2d_spatial_pack.py     |  20 +-
 src/relay/qnn/op/softmax.cc                        | 154 +++++++++++
 src/relay/quantize/realize.cc                      |  21 +-
 .../transforms/fake_quantization_to_integer.cc     |  73 ++++--
 src/relay/transforms/pattern_utils.h               |   4 +
 src/relay/transforms/simplify_expr.cc              | 111 +++++---
 src/runtime/crt/host/microtvm_api_server.py        |   4 +-
 src/runtime/system_library.cc                      |  53 +++-
 src/runtime/vulkan/vulkan_device.cc                |   5 +-
 src/runtime/vulkan/vulkan_device.h                 |   1 +
 src/runtime/vulkan/vulkan_device_api.cc            |   4 +
 src/script/printer/ir/relay.cc                     |  48 ----
 src/script/printer/ir_docsifier.cc                 |   5 +
 src/script/printer/tir/expr.cc                     |   5 +-
 src/script/printer/tir/function.cc                 |  20 ++
 src/target/llvm/codegen_cpu.cc                     |  40 ++-
 src/target/llvm/codegen_llvm.cc                    |  23 +-
 src/target/parsers/aprofile.cc                     |  35 +--
 src/target/source/codegen_cuda.cc                  |  23 +-
 src/target/spirv/codegen_spirv.cc                  | 193 ++++++++++++--
 src/target/spirv/codegen_spirv.h                   |  14 +
 src/target/spirv/ir_builder.cc                     |  68 ++++-
 src/target/spirv/ir_builder.h                      |  25 +-
 src/target/spirv/spirv_support.cc                  |   4 +
 src/target/spirv/spirv_support.h                   |  14 +
 src/target/target_kind.cc                          |   1 +
 src/tir/ir/data_layout.cc                          |   2 +-
 src/tir/schedule/concrete_schedule.cc              |   9 +
 src/tir/schedule/concrete_schedule.h               |   1 +
 src/tir/schedule/primitive.h                       |  10 +
 src/tir/schedule/primitive/blockize_tensorize.cc   | 287 +++++++++++++++++++--
 src/tir/schedule/schedule.cc                       |   9 +-
 src/tir/schedule/traced_schedule.cc                |  11 +
 src/tir/schedule/traced_schedule.h                 |   1 +
 src/tir/transforms/inject_rolling_buffer.cc        |   2 +-
 src/tir/transforms/ir_utils.cc                     |  37 ++-
 src/tir/transforms/ir_utils.h                      |   8 +
 tests/cpp/target/parsers/aprofile_test.cc          |  19 ++
 tests/python/contrib/test_ethosu/infra.py          |   6 +-
 tests/python/contrib/test_ethosu/test_codegen.py   |  25 +-
 tests/python/contrib/test_ethosu/test_legalize.py  | 241 ++++++++++++++++-
 .../metaschedule_e2e/test_resnet50_int8.py         |   2 +-
 tests/python/driver/tvmc/test_frontends.py         |  10 +-
 tests/python/driver/tvmc/test_parse_config_file.py |   2 +-
 tests/python/frontend/paddlepaddle/test_forward.py |  83 ++++++
 tests/python/frontend/pytorch/test_forward.py      |  17 ++
 tests/python/relay/test_pass_convert_op_layout.py  |  49 ++++
 .../test_pass_fake_quantization_to_integer.py      |  48 ++++
 tests/python/relay/test_pass_simplify_expr.py      |  22 ++
 tests/python/topi/python/test_topi_reduce.py       |  33 ++-
 .../unittest/test_meta_schedule_trace_apply.py     |  18 +-
 tests/python/unittest/test_target_codegen_blob.py  |  17 +-
 .../python/unittest/test_target_codegen_vulkan.py  | 128 +++++++++
 .../python/unittest/test_tir_schedule_blockize.py  |  49 ++++
 .../test_tir_transform_compact_buffer_region.py    |  62 +++++
 tests/python/unittest/test_tvmscript_roundtrip.py  |  17 ++
 103 files changed, 2532 insertions(+), 574 deletions(-)
 create mode 100644 src/relay/qnn/op/softmax.cc
 delete mode 100644 src/script/printer/ir/relay.cc

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