This is an automated email from the ASF dual-hosted git repository.
tqchen pushed a change to branch unity-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
omit 4312557dad [Unity] Relax TVMScript Parser. (#13932)
omit 5ca1571b92 [Unity] Relax BlockBuilder and ExprMutator (#13926)
omit b734be7e5e [Unity] Basic StructInfo Analysis and Expr construction
(#13916)
omit b81afb2282 [Unity][CI] Unity specific jenkins setup (do not upstream
to main) (#13910)
omit 82f1119e3e [Unity][IR] First-class StructInfo (#13907)
omit cf180e04c7 [Unity] Relax expressions and types (#13901)
omit 5af118a988 [Unity] Relax VM (#13878)
add 256bad71ec [TVMScript][UX] Introduce decorator for deprecation (#13941)
add 3b141b9d25 [TIR] Expose bitwise ops to python (#13945)
add 0e8f52b631 [ci] Disable Windows-Static-Runtime (#13951)
add 2dd52dae3a [TensorRT] Fix BiasAdd with correct axis attribute (#13953)
add 78ea7958c9 [CI] Fix for NNPack error due to misalignment with
pthreadpool library (#13940)
add 49b6c3ae4e [Minor] Change file mode 755 -> 644; EOL CRLF -> LF (#13959)
add a49a7fee49 [Relay][Pass] Separate out the graph partitioning code from
fuse_ops.cc (#13964)
add 43c281053e [MetaSchedule] Fix a typo in MemoryDatabase (#13928)
add 09f38ac91c [TVMScript][Fix] Print Multi-line String as Metadata
(#13965)
add 8401bf6987 [TVMScript] Deterministic function ordering (#13962)
add 325161964b [TVMScript] Enable Safe Autocasting in BufferStore (#13960)
new 997399d8ee [Unity] Relax VM (#13878)
new 92888f8fe8 [Unity] Relax expressions and types (#13901)
new c63a92e008 [Unity][IR] First-class StructInfo (#13907)
new ff0b606ac8 [Unity][CI] Unity specific jenkins setup (do not upstream
to main) (#13910)
new 5dead194c3 [Unity] Basic StructInfo Analysis and Expr construction
(#13916)
new 301394bd1d [Unity] Relax BlockBuilder and ExprMutator (#13926)
new a355ecb978 [Unity] Relax TVMScript Parser. (#13932)
new f6ede2aa53 [Unity] Relax TVMScript Printer (#13944)
new d9c5acebc1 [Unity] Relax VM codegen (#13954)
new ada51fcddc [Unity] Relax VM shape lowering pass (#13956)
new 24b1b874bd [Unity] e2e Relax minimum build flow (#13961)
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Summary of changes:
.github/workflows/main.yml | 33 +-
CMakeLists.txt | 1 +
apps/pt_tvmdsoop/tests/test_as_torch.py | 2 +-
apps/pt_tvmdsoop/tests/test_boolean_tensor.py | 8 +-
docker/install/ubuntu_install_nnpack.sh | 6 +-
.../work_with_relay/using_pipeline_executor.py | 0
include/tvm/relax/analysis.h | 16 +
include/tvm/relax/backend.h | 51 ++
include/tvm/relax/transform.h | 107 +++
include/tvm/script/printer/doc.h | 2 +-
include/tvm/tir/transform.h | 4 +-
python/gen_requirements.py | 0
python/tvm/auto_scheduler/compute_dag.py | 0
python/tvm/contrib/hexagon/hexagon_profiler.py | 0
python/tvm/ir/base.py | 31 +
python/tvm/micro/contrib/stm32/__init__.py | 40 +-
python/tvm/parser.py | 6 +
python/tvm/relax/__init__.py | 1 +
python/tvm/relax/analysis/analysis.py | 45 +
python/tvm/relax/expr.py | 53 +-
python/tvm/relax/op/__init__.py | 3 +
python/tvm/relax/op/{ => builtin}/__init__.py | 6 +-
.../relax/op/{__init__.py => builtin/_ffi_api.py} | 9 +-
python/tvm/relax/op/builtin/builtin.py | 44 +
python/tvm/relax/op/manipulate.py | 62 ++
python/tvm/relax/op/{ => memory}/__init__.py | 6 +-
.../relax/op/{__init__.py => memory/_ffi_api.py} | 9 +-
python/tvm/relax/op/memory/memory.py | 108 +++
python/tvm/relax/{op => testing}/__init__.py | 6 +-
python/tvm/relax/testing/nn.py | 194 +++++
.../testing/runtime_builtin.py} | 54 +-
python/tvm/relax/{op => transform}/__init__.py | 6 +-
.../{op/__init__.py => transform/_ffi_api.py} | 9 +-
python/tvm/relax/transform/transform.py | 398 +++++++++
python/tvm/relax/vm.py | 4 +-
python/tvm/relay/frontend/common.py | 0
python/tvm/relay/transform/infer_layout_utils.py | 0
python/tvm/script/ir_builder/relax/ir.py | 6 +
python/tvm/script/ir_builder/tir/ir.py | 30 +-
python/tvm/script/parser/core/entry.py | 1 +
python/tvm/script/parser/core/utils.py | 1 -
python/tvm/script/parser/tir/entry.py | 7 +-
python/tvm/testing/utils.py | 4 +-
python/tvm/tir/__init__.py | 1 +
python/tvm/tir/op.py | 85 ++
python/tvm/tir/schedule/schedule.py | 84 +-
python/tvm/topi/hexagon/qnn/adaptive_avg_pool1d.py | 240 +++---
python/tvm/topi/hexagon/qnn/global_avg_pool2d.py | 190 ++---
python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py | 540 ++++++------
python/tvm/topi/hexagon/qnn/quantize.py | 160 ++--
python/tvm/topi/hexagon/resize2d.py | 232 +++---
.../hexagon/slice_ops/add_subtract_multiply.py | 174 ++--
python/tvm/topi/hexagon/slice_ops/clip.py | 0
python/tvm/topi/hexagon/slice_ops/conv2d.py | 2 +-
python/tvm/topi/hexagon/slice_ops/dwconv2d.py | 2 +-
.../topi/hexagon/slice_ops/global_avg_pool2d.py | 104 +--
src/meta_schedule/database/memory_database.cc | 2 +-
src/relax/analysis/tir_op_pattern_kind.cc | 447 ++++++++++
src/relax/backend/vm/codegen_vm.cc | 447 ++++++++++
src/relax/backend/vm/vm_builtin_lower.cc | 208 +++++
src/relax/backend/vm/vm_shape_lower.cc | 725 ++++++++++++++++
src/relax/ir/expr.cc | 45 -
src/relax/ir/struct_info.cc | 43 -
src/relax/ir/transform.cc | 413 ++++++++++
src/relax/op/op.cc | 301 ++++++-
src/relax/op/op_common.h | 25 +-
src/relax/op/tensor/manipulate.cc | 163 ++++
src/relax/op/tensor/manipulate.h | 45 +
src/relax/transform/attach_global_symbol.cc | 68 ++
src/relax/transform/call_tir_rewrite.cc | 137 ++++
src/relax/transform/rewrite_dataflow_reshape.cc | 110 +++
src/relax/transform/to_non_dataflow.cc | 67 ++
src/relay/analysis/graph_partitioner.cc | 334 ++++++++
src/relay/analysis/graph_partitioner.h | 269 ++++++
src/relay/backend/contrib/dnnl/query_layout.cc | 758 ++++++++---------
src/relay/transforms/fuse_ops.cc | 516 +-----------
src/runtime/contrib/tensorrt/tensorrt_ops.cc | 18 +-
src/runtime/relax_vm/builtin.cc | 23 +-
src/script/ir_builder/tir/ir.cc | 28 +
src/script/ir_builder/tir/utils.h | 1 +
src/script/printer/ir/ir.cc | 54 +-
src/script/printer/ir/misc.cc | 3 +
src/script/printer/relax/binding.cc | 87 ++
src/script/printer/relax/call.cc | 212 +++++
src/script/printer/relax/expr.cc | 136 +++
src/script/printer/relax/function.cc | 78 ++
src/script/printer/relax/region.cc | 100 +++
src/script/printer/relax/struct_info.cc | 149 ++++
src/script/printer/relax/tir.cc | 89 ++
src/script/printer/relax/type.cc | 89 ++
src/script/printer/relax/utils.h | 101 +++
src/script/printer/tir/expr.cc | 6 +-
src/script/printer/utils.h | 14 +-
src/tir/analysis/control_flow_graph.h | 2 +-
src/tir/ir/stmt.cc | 6 +
tests/micro/zephyr/test_zephyr_aot_exec.py | 2 +-
.../contrib/test_cmsisnn/test_invalid_graphs.py | 4 +-
tests/python/contrib/test_dnnl.py | 0
.../test_ethosu/test_copy_compute_reordering.py | 8 +-
.../contrib/test_ethosu/test_create_tiles.py | 8 +-
.../contrib/test_ethosu/test_encode_constants.py | 16 +-
.../contrib/test_ethosu/test_hoist_allocates.py | 8 +-
tests/python/contrib/test_ethosu/test_legalize.py | 8 +-
.../contrib/test_ethosu/test_merge_constants.py | 68 +-
.../test_ethosu/test_remove_concatenates.py | 2 +-
.../contrib/test_ethosu/test_replace_conv2d.py | 24 +-
.../contrib/test_ethosu/test_replace_copy.py | 4 +-
tests/python/contrib/test_ethosu/test_scheduler.py | 2 +-
.../test_ethosu/test_tir_to_cs_translator.py | 12 +-
.../test_hexagon/test_2d_physical_buffers.py | 0
.../test_hexagon/test_async_dma_pipeline.py | 22 +-
.../contrib/test_hexagon/test_meta_schedule.py | 6 +-
.../test_hexagon/test_software_pipeline_async.py | 8 +-
tests/python/contrib/test_hexagon/test_vtcm.py | 2 +-
.../topi/slice_op/test_global_avg_pool2d.py | 334 ++++----
.../test_hexagon/topi/test_adaptive_avg_pool1d.py | 370 ++++-----
.../topi/test_add_subtract_multiply.py | 822 +++++++++----------
.../contrib/test_hexagon/topi/test_quantize.py | 256 +++---
.../contrib/test_hexagon/topi/test_resize2d.py | 404 ++++-----
tests/python/contrib/test_tensorrt.py | 5 +-
tests/python/frontend/darknet/test_forward.py | 4 +-
tests/python/frontend/pytorch/test_forward.py | 0
tests/python/frontend/tensorflow/test_forward.py | 2 +-
tests/python/integration/test_legacy_tuning.py | 2 +-
tests/python/relax/test_analysis.py | 172 ++++
.../relax/test_backend_transform_shape_lower.py | 429 ++++++++++
tests/python/relax/test_runtime_builtin.py | 153 ++++
tests/python/relax/test_transform.py | 141 ++++
.../relax/test_transform_attach_global_symbol.py | 88 ++
.../test_transform_rewrite_dataflow_reshape.py | 166 ++++
tests/python/relax/test_tvmscript_printer_relax.py | 452 ++++++++++
tests/python/relax/test_vm_build.py | 908 +++++++++++++++++++++
tests/python/relax/test_vm_codegen_only.py | 333 ++++++++
.../relay/aot/test_aot_create_executor_metadata.py | 2 +-
tests/python/relay/aot/test_cpp_aot.py | 2 +-
tests/python/relay/aot/test_crt_aot.py | 2 +-
tests/python/relay/aot/test_crt_aot_usmp.py | 2 +-
tests/python/relay/aot/test_pass_aot_lower_main.py | 28 +-
tests/python/relay/backend/test_pass_lower_te.py | 8 +-
.../test_pass_remove_standalone_reshapes.py | 6 +-
tests/python/relay/collage/menangerie.py | 26 +-
tests/python/relay/collage/test_sub_graph.py | 36 +-
tests/python/relay/dyn/test_dynamic_op_level3.py | 6 +-
tests/python/relay/test_backend_graph_executor.py | 2 +-
tests/python/relay/test_dataflow_pattern.py | 4 +-
tests/python/relay/test_ir_parser.py | 20 +-
tests/python/relay/test_ir_text_printer.py | 6 +-
tests/python/relay/test_op_grad_level2.py | 2 +-
tests/python/relay/test_op_level1.py | 2 +-
tests/python/relay/test_op_level10.py | 4 +-
tests/python/relay/test_pass_auto_quantize.py | 12 +-
tests/python/relay/test_pass_collage_partition.py | 40 +-
.../relay/test_pass_dead_code_elimination.py | 12 +-
.../python/relay/test_pass_defunctionalization.py | 6 +-
tests/python/relay/test_pass_eta_expand.py | 8 +-
tests/python/relay/test_pass_manifest_lifetimes.py | 4 +-
tests/python/relay/test_pass_plan_devices.py | 128 +--
tests/python/relay/test_pass_unmatched_cases.py | 6 +-
tests/python/relay/test_target_hooks.py | 2 +-
tests/python/relay/test_type_infer.py | 2 +-
tests/python/relay/test_vm.py | 4 +-
.../test_capture_postdfsindex_in_spans.py | 2 +-
.../transform/test_compiler_function_utils.py | 10 +-
tests/python/relay/utils/assert_diagnostic.py | 10 +-
.../unittest/test_aot_legalize_packed_call.py | 16 +-
.../python/unittest/test_auto_scheduler_feature.py | 12 +-
tests/python/unittest/test_crt.py | 6 +-
tests/python/unittest/test_link_params.py | 2 +-
tests/python/unittest/test_lower_build.py | 12 +-
.../python/unittest/test_meta_schedule_database.py | 13 +-
...schedule_feature_extractor_per_store_feature.py | 10 +-
..._schedule_postproc_rewrite_cooperative_fetch.py | 6 +-
.../test_meta_schedule_postproc_rewrite_layout.py | 48 +-
...e_postproc_rewrite_parallel_vectorize_unroll.py | 14 +-
...ta_schedule_postproc_rewrite_reduction_block.py | 2 +-
...est_meta_schedule_postproc_rewrite_tensorize.py | 24 +-
...meta_schedule_postproc_rewrite_unbound_block.py | 16 +-
.../test_meta_schedule_postproc_verify_gpu_code.py | 12 +-
...est_meta_schedule_postproc_verify_vtcm_limit.py | 2 +-
.../test_meta_schedule_relay_integration.py | 8 +-
...test_meta_schedule_schedule_rule_add_rfactor.py | 50 +-
.../test_meta_schedule_schedule_rule_auto_bind.py | 28 +-
...test_meta_schedule_schedule_rule_auto_inline.py | 20 +-
...chedule_schedule_rule_cross_thread_reduction.py | 72 +-
.../test_meta_schedule_schedule_rule_mlt.py | 62 +-
.../test_meta_schedule_schedule_rule_mlt_intrin.py | 18 +-
.../test_meta_schedule_schedule_rule_mlt_tc.py | 14 +-
...dule_schedule_rule_parallel_vectorize_unroll.py | 8 +-
...hedule_schedule_rule_random_compute_location.py | 4 +-
.../unittest/test_meta_schedule_space_cpu.py | 90 +-
.../test_meta_schedule_space_cpu_winograd.py | 2 +-
.../unittest/test_meta_schedule_space_cuda.py | 34 +-
.../test_meta_schedule_space_cuda_winograd.py | 8 +-
.../unittest/test_meta_schedule_trace_apply.py | 50 +-
.../unittest/test_micro_model_library_format.py | 6 +-
tests/python/unittest/test_slice_tir.py | 2 +-
tests/python/unittest/test_target_codegen_llvm.py | 2 +-
.../python/unittest/test_target_codegen_vulkan.py | 2 +-
tests/python/unittest/test_target_codegen_x86.py | 2 +-
tests/python/unittest/test_te_create_primfunc.py | 34 +-
...test_tir_analysis_calculate_allocated_memory.py | 4 +-
.../test_tir_analysis_detect_buffer_access_lca.py | 2 +-
.../test_tir_analysis_estimate_tir_flops.py | 4 +-
tests/python/unittest/test_tir_analysis_oob.py | 10 +-
.../test_tir_analysis_verify_well_formed.py | 8 +-
tests/python/unittest/test_tir_constructor.py | 3 +-
tests/python/unittest/test_tir_imm_values.py | 8 +-
tests/python/unittest/test_tir_op_types.py | 13 +
tests/python/unittest/test_tir_ptx_cp_async.py | 2 +-
tests/python/unittest/test_tir_ptx_ldmatrix.py | 2 +-
tests/python/unittest/test_tir_renew_defs.py | 4 +-
.../python/unittest/test_tir_schedule_analysis.py | 12 +-
.../python/unittest/test_tir_schedule_blockize.py | 44 +-
.../unittest/test_tir_schedule_cache_index.py | 6 +-
.../unittest/test_tir_schedule_cache_read_write.py | 14 +-
.../unittest/test_tir_schedule_compute_at.py | 62 +-
.../unittest/test_tir_schedule_compute_inline.py | 66 +-
.../test_tir_schedule_decompose_padding.py | 21 +-
.../python/unittest/test_tir_schedule_for_kind.py | 30 +-
.../unittest/test_tir_schedule_pad_einsum.py | 12 +-
tests/python/unittest/test_tir_schedule_reindex.py | 54 +-
tests/python/unittest/test_tir_schedule_reorder.py | 12 +-
tests/python/unittest/test_tir_schedule_rfactor.py | 162 ++--
.../unittest/test_tir_schedule_rolling_buffer.py | 26 +-
.../python/unittest/test_tir_schedule_sampling.py | 6 +-
.../test_tir_schedule_set_axis_separator.py | 10 +-
.../python/unittest/test_tir_schedule_set_scope.py | 8 +-
.../unittest/test_tir_schedule_split_fuse.py | 24 +-
.../test_tir_schedule_state_cached_flags.py | 6 +-
.../python/unittest/test_tir_schedule_tensorize.py | 48 +-
.../python/unittest/test_tir_schedule_transform.py | 24 +-
.../unittest/test_tir_schedule_transform_layout.py | 82 +-
.../python/unittest/test_tir_schedule_utilities.py | 10 +-
.../python/unittest/test_tir_te_extern_primfunc.py | 24 +-
.../test_tir_transform_compact_buffer_region.py | 42 +-
.../test_tir_transform_convert_blocks_to_opaque.py | 2 +-
.../unittest/test_tir_transform_flatten_buffer.py | 24 +-
.../python/unittest/test_tir_transform_helpers.py | 6 +-
.../test_tir_transform_hoist_expression.py | 70 +-
.../test_tir_transform_inject_ptx_async_copy.py | 10 +-
.../test_tir_transform_inject_software_pipeline.py | 68 +-
.../unittest/test_tir_transform_loop_partition.py | 42 +-
...t_tir_transform_lower_cross_thread_reduction.py | 64 +-
.../test_tir_transform_lower_opaque_block.py | 10 +-
...transform_manifest_shared_memory_local_stage.py | 4 +-
.../unittest/test_tir_transform_narrow_datatype.py | 10 +-
...sform_plan_update_buffer_allocation_location.py | 8 +-
...ansform_reduce_branching_through_overcompute.py | 26 +-
.../unittest/test_tir_transform_remove_assume.py | 8 +-
.../unittest/test_tir_transform_remove_no_op.py | 92 +--
.../unittest/test_tir_transform_remove_undef.py | 18 +-
...transform_remove_weight_layout_rewrite_block.py | 12 +-
...test_tir_transform_renormalize_split_pattern.py | 6 +-
.../python/unittest/test_tir_transform_simplify.py | 248 +++---
.../unittest/test_tir_transform_storage_flatten.py | 2 +-
.../unittest/test_tir_transform_storage_rewrite.py | 14 +-
.../unittest/test_tir_transform_thread_sync.py | 2 +-
.../test_tir_transform_unify_thread_binding.py | 12 +-
...ransform_convert_pool_allocations_to_offsets.py | 42 +-
tests/python/unittest/test_transform_layout.py | 0
.../unittest/test_tvm_testing_before_after.py | 10 +-
tests/python/unittest/test_tvmscript_ops.py | 2 +-
.../unittest/test_tvmscript_parser_source.py | 2 +-
tests/python/unittest/test_tvmscript_parser_tir.py | 4 +-
tests/python/unittest/test_tvmscript_regression.py | 2 +-
tests/python/unittest/test_tvmscript_roundtrip.py | 78 +-
.../python/unittest/test_tvmscript_syntax_sugar.py | 32 +-
267 files changed, 12990 insertions(+), 4671 deletions(-)
mode change 100755 => 100644
gallery/how_to/work_with_relay/using_pipeline_executor.py
create mode 100644 include/tvm/relax/backend.h
create mode 100644 include/tvm/relax/transform.h
mode change 100755 => 100644 python/gen_requirements.py
mode change 100755 => 100644 python/tvm/auto_scheduler/compute_dag.py
mode change 100755 => 100644 python/tvm/contrib/hexagon/hexagon_profiler.py
mode change 100755 => 100644 python/tvm/micro/contrib/stm32/__init__.py
copy python/tvm/relax/op/{ => builtin}/__init__.py (91%)
copy python/tvm/relax/op/{__init__.py => builtin/_ffi_api.py} (83%)
create mode 100644 python/tvm/relax/op/builtin/builtin.py
create mode 100644 python/tvm/relax/op/manipulate.py
copy python/tvm/relax/op/{ => memory}/__init__.py (91%)
copy python/tvm/relax/op/{__init__.py => memory/_ffi_api.py} (83%)
create mode 100644 python/tvm/relax/op/memory/memory.py
copy python/tvm/relax/{op => testing}/__init__.py (91%)
create mode 100644 python/tvm/relax/testing/nn.py
copy python/tvm/{micro/contrib/stm32/__init__.py =>
relax/testing/runtime_builtin.py} (68%)
mode change 100755 => 100644
copy python/tvm/relax/{op => transform}/__init__.py (91%)
copy python/tvm/relax/{op/__init__.py => transform/_ffi_api.py} (83%)
create mode 100644 python/tvm/relax/transform/transform.py
mode change 100755 => 100644 python/tvm/relay/frontend/common.py
mode change 100755 => 100644 python/tvm/relay/transform/infer_layout_utils.py
mode change 100755 => 100644 python/tvm/topi/hexagon/qnn/adaptive_avg_pool1d.py
mode change 100755 => 100644 python/tvm/topi/hexagon/qnn/global_avg_pool2d.py
mode change 100755 => 100644 python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py
mode change 100755 => 100644 python/tvm/topi/hexagon/qnn/quantize.py
mode change 100755 => 100644 python/tvm/topi/hexagon/resize2d.py
mode change 100755 => 100644
python/tvm/topi/hexagon/slice_ops/add_subtract_multiply.py
mode change 100755 => 100644 python/tvm/topi/hexagon/slice_ops/clip.py
mode change 100755 => 100644
python/tvm/topi/hexagon/slice_ops/global_avg_pool2d.py
create mode 100644 src/relax/analysis/tir_op_pattern_kind.cc
create mode 100644 src/relax/backend/vm/codegen_vm.cc
create mode 100644 src/relax/backend/vm/vm_builtin_lower.cc
create mode 100644 src/relax/backend/vm/vm_shape_lower.cc
create mode 100644 src/relax/ir/transform.cc
create mode 100644 src/relax/op/tensor/manipulate.cc
create mode 100644 src/relax/op/tensor/manipulate.h
create mode 100644 src/relax/transform/attach_global_symbol.cc
create mode 100644 src/relax/transform/call_tir_rewrite.cc
create mode 100644 src/relax/transform/rewrite_dataflow_reshape.cc
create mode 100644 src/relax/transform/to_non_dataflow.cc
create mode 100644 src/relay/analysis/graph_partitioner.cc
create mode 100644 src/relay/analysis/graph_partitioner.h
create mode 100644 src/script/printer/relax/binding.cc
create mode 100644 src/script/printer/relax/call.cc
create mode 100644 src/script/printer/relax/expr.cc
create mode 100644 src/script/printer/relax/function.cc
create mode 100644 src/script/printer/relax/region.cc
create mode 100644 src/script/printer/relax/struct_info.cc
create mode 100644 src/script/printer/relax/tir.cc
create mode 100644 src/script/printer/relax/type.cc
create mode 100644 src/script/printer/relax/utils.h
mode change 100755 => 100644 tests/python/contrib/test_dnnl.py
mode change 100755 => 100644
tests/python/contrib/test_hexagon/test_2d_physical_buffers.py
mode change 100755 => 100644
tests/python/contrib/test_hexagon/topi/slice_op/test_global_avg_pool2d.py
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