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github-bot pushed a change to branch nightly
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 00ae64744e [FFI][ABI] Refactor the naming of DLPack speed converter
(#18308)
add 678984f62d [FFI][ABI] Better String and Nested Container handling
(#18311)
add 5ddc5bc6c3 [FFI][REFACTOR] Update TVM_FFI_STATIC_INIT_BLOCK to fn
style (#18312)
No new revisions were added by this update.
Summary of changes:
3rdparty/cutlass_fpA_intB_gemm | 2 +-
apps/cpp_rpc/rpc_server.cc | 4 +-
apps/ios_rpc/tvmrpc/TVMRuntime.mm | 8 +-
docs/arch/device_target_interactions.rst | 8 +-
docs/arch/pass_infra.rst | 4 +-
docs/arch/runtime.rst | 10 +-
ffi/docs/guides/packaging.md | 4 +-
ffi/docs/guides/python_guide.md | 4 +-
ffi/examples/packaging/src/extension.cc | 4 +-
ffi/include/tvm/ffi/base_details.h | 40 ++-
ffi/include/tvm/ffi/c_api.h | 19 ++
ffi/pyproject.toml | 2 +-
ffi/python/tvm_ffi/_convert.py | 11 +-
ffi/python/tvm_ffi/_optional_torch_c_dlpack.py | 1 -
ffi/python/tvm_ffi/cython/base.pxi | 11 +
ffi/python/tvm_ffi/cython/function.pxi | 267 ++++++++++++++++-----
ffi/python/tvm_ffi/cython/object.pxi | 11 +-
ffi/python/tvm_ffi/cython/string.pxi | 5 -
ffi/python/tvm_ffi/cython/tvm_ffi_python_helpers.h | 101 +++++++-
ffi/src/ffi/container.cc | 4 +-
ffi/src/ffi/extra/json_parser.cc | 4 +-
ffi/src/ffi/extra/json_writer.cc | 4 +-
ffi/src/ffi/extra/library_module_dynamic_lib.cc | 4 +-
ffi/src/ffi/extra/library_module_system_lib.cc | 4 +-
ffi/src/ffi/extra/module.cc | 4 +-
ffi/src/ffi/extra/reflection_extra.cc | 4 +-
ffi/src/ffi/extra/serialization.cc | 4 +-
ffi/src/ffi/extra/structural_equal.cc | 4 +-
ffi/src/ffi/extra/structural_hash.cc | 4 +-
ffi/src/ffi/extra/testing.cc | 8 +-
ffi/src/ffi/function.cc | 4 +-
ffi/src/ffi/object.cc | 18 ++
ffi/src/ffi/tensor.cc | 4 +-
ffi/tests/cpp/test_reflection.cc | 8 +-
ffi/tests/python/test_function.py | 33 +++
ffi/tests/python/test_load_inline.py | 13 +-
include/tvm/runtime/profiling.h | 4 +-
python/tvm/contrib/msc/plugin/codegen/sources.py | 13 +-
src/arith/analyzer.cc | 4 +-
src/arith/bound_deducer.cc | 4 +-
src/arith/const_int_bound.cc | 6 +-
src/arith/detect_common_subexpr.cc | 4 +-
src/arith/detect_linear_equation.cc | 4 +-
src/arith/domain_touched.cc | 4 +-
src/arith/int_constraints.cc | 16 +-
src/arith/int_set.cc | 10 +-
src/arith/iter_affine_map.cc | 40 +--
src/arith/modular_set.cc | 6 +-
src/arith/narrow_predicate_expression.cc | 4 +-
src/arith/presburger_set.cc | 6 +-
src/arith/rewrite_simplify.cc | 2 +-
src/arith/solve_linear_equation.cc | 4 +-
src/arith/solve_linear_inequality.cc | 4 +-
src/contrib/msc/core/ir/graph.cc | 16 +-
src/contrib/msc/core/ir/graph_builder.cc | 4 +-
src/contrib/msc/core/ir/plugin.cc | 8 +-
src/contrib/msc/core/printer/msc_doc.cc | 4 +-
.../msc/core/transform/bind_named_params.cc | 4 +-
src/contrib/msc/core/transform/bind_shape.cc | 4 +-
src/contrib/msc/core/transform/fuse_tuple.cc | 4 +-
src/contrib/msc/core/transform/inline_params.cc | 4 +-
src/contrib/msc/core/transform/set_byoc_attrs.cc | 4 +-
src/contrib/msc/core/transform/set_expr_layout.cc | 4 +-
src/contrib/msc/core/transform/set_expr_name.cc | 4 +-
src/contrib/msc/core/utils.cc | 4 +-
src/contrib/msc/framework/tensorflow/codegen.cc | 4 +-
src/contrib/msc/framework/tensorrt/codegen.cc | 8 +-
.../msc/framework/tensorrt/transform_tensorrt.cc | 4 +-
src/contrib/msc/framework/torch/codegen.cc | 4 +-
src/contrib/msc/framework/tvm/codegen.cc | 4 +-
src/contrib/msc/plugin/tensorrt_codegen.cc | 4 +-
src/contrib/msc/plugin/torch_codegen.cc | 4 +-
src/contrib/msc/plugin/tvm_codegen.cc | 4 +-
src/ir/analysis.cc | 4 +-
src/ir/apply_pass_to_function.cc | 4 +-
src/ir/attrs.cc | 10 +-
src/ir/diagnostic.cc | 32 +--
src/ir/env_func.cc | 6 +-
src/ir/expr.cc | 20 +-
src/ir/function.cc | 4 +-
src/ir/global_info.cc | 12 +-
src/ir/global_var_supply.cc | 6 +-
src/ir/instrument.cc | 10 +-
src/ir/module.cc | 6 +-
src/ir/name_supply.cc | 4 +-
src/ir/op.cc | 6 +-
src/ir/replace_global_vars.cc | 8 +-
src/ir/source_map.cc | 16 +-
src/ir/transform.cc | 28 +--
src/ir/type.cc | 20 +-
src/meta_schedule/arg_info.cc | 6 +-
src/meta_schedule/builder/builder.cc | 8 +-
src/meta_schedule/cost_model/cost_model.cc | 4 +-
src/meta_schedule/database/database.cc | 8 +-
src/meta_schedule/database/json_database.cc | 6 +-
src/meta_schedule/database/memory_database.cc | 6 +-
.../database/ordered_union_database.cc | 6 +-
src/meta_schedule/database/schedule_fn_database.cc | 6 +-
src/meta_schedule/database/union_database.cc | 6 +-
src/meta_schedule/extracted_task.cc | 6 +-
.../feature_extractor/feature_extractor.cc | 8 +-
.../feature_extractor/per_store_feature.cc | 6 +-
.../measure_callback/add_to_database.cc | 4 +-
.../measure_callback/measure_callback.cc | 8 +-
.../measure_callback/remove_build_artifact.cc | 4 +-
.../measure_callback/update_cost_model.cc | 4 +-
.../mutator/mutate_compute_location.cc | 6 +-
src/meta_schedule/mutator/mutate_parallel.cc | 6 +-
src/meta_schedule/mutator/mutate_thread_binding.cc | 6 +-
src/meta_schedule/mutator/mutate_tile_size.cc | 6 +-
src/meta_schedule/mutator/mutate_unroll.cc | 6 +-
src/meta_schedule/mutator/mutator.cc | 8 +-
.../postproc/disallow_async_strided_mem_copy.cc | 4 +-
.../postproc/disallow_dynamic_loop.cc | 4 +-
src/meta_schedule/postproc/postproc.cc | 8 +-
.../postproc/rewrite_cooperative_fetch.cc | 6 +-
src/meta_schedule/postproc/rewrite_layout.cc | 4 +-
.../postproc/rewrite_parallel_vectorize_unroll.cc | 4 +-
.../postproc/rewrite_reduction_block.cc | 6 +-
src/meta_schedule/postproc/rewrite_tensorize.cc | 6 +-
.../postproc/rewrite_unbound_block.cc | 6 +-
src/meta_schedule/postproc/verify_gpu_code.cc | 4 +-
src/meta_schedule/postproc/verify_vtcm_limit.cc | 4 +-
src/meta_schedule/profiler.cc | 6 +-
src/meta_schedule/runner/runner.cc | 8 +-
src/meta_schedule/schedule/cpu/winograd.cc | 4 +-
src/meta_schedule/schedule/cuda/winograd.cc | 4 +-
src/meta_schedule/schedule_rule/add_rfactor.cc | 6 +-
.../schedule_rule/apply_custom_rule.cc | 6 +-
src/meta_schedule/schedule_rule/auto_bind.cc | 6 +-
src/meta_schedule/schedule_rule/auto_inline.cc | 12 +-
.../schedule_rule/cross_thread_reduction.cc | 6 +-
.../schedule_rule/multi_level_tiling.cc | 6 +-
.../multi_level_tiling_tensor_core.cc | 4 +-
.../multi_level_tiling_wide_vector.cc | 4 +-
.../multi_level_tiling_with_intrin.cc | 4 +-
.../schedule_rule/parallel_vectorize_unroll.cc | 6 +-
.../schedule_rule/random_compute_location.cc | 6 +-
src/meta_schedule/schedule_rule/schedule_rule.cc | 8 +-
.../search_strategy/evolutionary_search.cc | 6 +-
src/meta_schedule/search_strategy/replay_func.cc | 6 +-
src/meta_schedule/search_strategy/replay_trace.cc | 6 +-
.../search_strategy/search_strategy.cc | 8 +-
.../space_generator/post_order_apply.cc | 6 +-
src/meta_schedule/space_generator/schedule_fn.cc | 6 +-
.../space_generator/space_generator.cc | 8 +-
.../space_generator/space_generator_union.cc | 6 +-
src/meta_schedule/task_scheduler/gradient_based.cc | 6 +-
src/meta_schedule/task_scheduler/round_robin.cc | 6 +-
src/meta_schedule/task_scheduler/task_scheduler.cc | 8 +-
src/meta_schedule/trace_apply.cc | 4 +-
src/meta_schedule/tune_context.cc | 6 +-
src/node/reflection.cc | 4 +-
src/node/repr_printer.cc | 4 +-
src/node/script_printer.cc | 6 +-
src/node/serialization.cc | 4 +-
src/node/structural_equal.cc | 4 +-
src/node/structural_hash.cc | 14 +-
src/relax/analysis/analysis.cc | 4 +-
src/relax/analysis/computable_at_compile_time.cc | 4 +-
src/relax/analysis/detect_recursion.cc | 4 +-
src/relax/analysis/layout_transformation.cc | 4 +-
src/relax/analysis/struct_info_analysis.cc | 38 +--
src/relax/analysis/tir_op_pattern_kind.cc | 4 +-
src/relax/analysis/udchain.cc | 4 +-
src/relax/analysis/var2value.cc | 8 +-
src/relax/analysis/well_formed.cc | 4 +-
src/relax/backend/contrib/clml/codegen.cc | 10 +-
src/relax/backend/contrib/cublas/codegen.cc | 4 +-
src/relax/backend/contrib/cudnn/codegen.cc | 4 +-
src/relax/backend/contrib/cutlass/codegen.cc | 10 +-
src/relax/backend/contrib/dnnl/codegen.cc | 4 +-
src/relax/backend/contrib/hipblas/codegen.cc | 4 +-
src/relax/backend/contrib/nnapi/codegen.cc | 4 +-
src/relax/backend/contrib/tensorrt/codegen.cc | 10 +-
src/relax/backend/contrib/utils.cc | 4 +-
src/relax/backend/pattern_registry.cc | 4 +-
src/relax/backend/task_extraction.cc | 4 +-
src/relax/backend/vm/codegen_vm.cc | 8 +-
src/relax/backend/vm/codegen_vm_tir.cc | 4 +-
src/relax/backend/vm/exec_builder.cc | 6 +-
src/relax/backend/vm/lower_runtime_builtin.cc | 4 +-
src/relax/backend/vm/vm_shape_lower.cc | 4 +-
src/relax/distributed/global_info.cc | 6 +-
src/relax/distributed/struct_info.cc | 16 +-
.../distributed/transform/legalize_redistribute.cc | 4 +-
src/relax/distributed/transform/lower_distir.cc | 4 +-
.../transform/lower_global_view_to_local_view.cc | 4 +-
.../distributed/transform/propagate_sharding.cc | 4 +-
src/relax/ir/binding_rewrite.cc | 32 +--
src/relax/ir/block_builder.cc | 4 +-
src/relax/ir/dataflow_block_rewriter.cc | 10 +-
src/relax/ir/dataflow_expr_rewriter.cc | 35 +--
src/relax/ir/dataflow_pattern.cc | 100 ++++----
src/relax/ir/emit_te.cc | 6 +-
src/relax/ir/expr.cc | 88 +++----
src/relax/ir/expr_functor.cc | 4 +-
src/relax/ir/py_expr_functor.cc | 8 +-
src/relax/ir/struct_info.cc | 32 +--
src/relax/ir/tir_pattern.cc | 2 +-
src/relax/ir/transform.cc | 12 +-
src/relax/ir/type.cc | 20 +-
src/relax/op/ccl/ccl.cc | 20 +-
src/relax/op/distributed/distributed.cc | 18 +-
src/relax/op/image/resize.cc | 6 +-
src/relax/op/memory/view.cc | 12 +-
src/relax/op/nn/attention.cc | 6 +-
src/relax/op/nn/convolution.cc | 24 +-
src/relax/op/nn/nn.cc | 64 ++---
src/relax/op/nn/nn.h | 4 +-
src/relax/op/nn/pooling.cc | 40 +--
src/relax/op/op.cc | 116 ++++-----
src/relax/op/op_common.h | 15 +-
src/relax/op/tensor/binary.h | 5 +-
src/relax/op/tensor/create.cc | 36 +--
src/relax/op/tensor/datatype.cc | 12 +-
src/relax/op/tensor/grad.cc | 28 +--
src/relax/op/tensor/index.cc | 16 +-
src/relax/op/tensor/linear_algebra.cc | 16 +-
src/relax/op/tensor/manipulate.cc | 100 ++++----
src/relax/op/tensor/qdq.cc | 10 +-
src/relax/op/tensor/sampling.cc | 6 +-
src/relax/op/tensor/search.cc | 17 +-
src/relax/op/tensor/set.cc | 8 +-
src/relax/op/tensor/sorting.cc | 16 +-
src/relax/op/tensor/statistical.cc | 12 +-
src/relax/op/tensor/statistical.h | 5 +-
src/relax/op/tensor/ternary.cc | 4 +-
src/relax/op/tensor/unary.cc | 4 +-
src/relax/op/tensor/unary.h | 2 +-
src/relax/testing/transform.cc | 4 +-
src/relax/training/utils.cc | 4 +-
src/relax/transform/adjust_matmul_order.cc | 4 +-
src/relax/transform/allocate_workspace.cc | 4 +-
src/relax/transform/alter_op_impl.cc | 4 +-
src/relax/transform/annotate_tir_op_pattern.cc | 4 +-
.../transform/attach_attr_layout_free_buffers.cc | 4 +-
src/relax/transform/attach_global_symbol.cc | 4 +-
src/relax/transform/bind_params.cc | 8 +-
src/relax/transform/bind_symbolic_vars.cc | 8 +-
src/relax/transform/bundle_model_params.cc | 4 +-
src/relax/transform/call_tir_rewrite.cc | 4 +-
src/relax/transform/canonicalize_bindings.cc | 4 +-
src/relax/transform/combine_parallel_matmul.cc | 4 +-
src/relax/transform/compute_prim_value.cc | 4 +-
src/relax/transform/convert_dataflow.cc | 4 +-
src/relax/transform/convert_layout.cc | 4 +-
src/relax/transform/dataflow_inplace.cc | 10 +-
src/relax/transform/dead_code_elimination.cc | 4 +-
src/relax/transform/decompose_ops.cc | 4 +-
src/relax/transform/eliminate_common_subexpr.cc | 4 +-
src/relax/transform/expand_matmul_of_sum.cc | 4 +-
src/relax/transform/expand_tuple_arguments.cc | 4 +-
src/relax/transform/few_shot_tuning.cc | 4 +-
src/relax/transform/fold_constant.cc | 4 +-
src/relax/transform/fuse_ops.cc | 16 +-
src/relax/transform/fuse_tir.cc | 4 +-
src/relax/transform/gradient.cc | 4 +-
src/relax/transform/infer_layout_utils.cc | 4 +-
src/relax/transform/inline_functions.cc | 8 +-
src/relax/transform/kill_after_last_use.cc | 4 +-
src/relax/transform/lambda_lift.cc | 4 +-
src/relax/transform/lazy_transform_params.cc | 8 +-
src/relax/transform/legalize_ops.cc | 4 +-
src/relax/transform/lift_transform_params.cc | 4 +-
src/relax/transform/lower_alloc_tensor.cc | 4 +-
src/relax/transform/merge_composite_functions.cc | 4 +-
src/relax/transform/meta_schedule.cc | 4 +-
src/relax/transform/normalize.cc | 8 +-
src/relax/transform/realize_vdevice.cc | 4 +-
src/relax/transform/remove_purity_checking.cc | 4 +-
src/relax/transform/remove_unused_outputs.cc | 4 +-
src/relax/transform/remove_unused_parameters.cc | 4 +-
.../transform/reorder_permute_dims_after_concat.cc | 4 +-
src/relax/transform/reorder_take_after_matmul.cc | 4 +-
src/relax/transform/rewrite_cuda_graph.cc | 4 +-
src/relax/transform/rewrite_dataflow_reshape.cc | 4 +-
src/relax/transform/run_codegen.cc | 4 +-
src/relax/transform/split_call_tir_by_pattern.cc | 4 +-
.../transform/split_layout_rewrite_preproc.cc | 4 +-
src/relax/transform/static_plan_block_memory.cc | 4 +-
src/relax/transform/to_mixed_precision.cc | 4 +-
src/relax/transform/to_non_dataflow.cc | 4 +-
src/relax/transform/topological_sort.cc | 4 +-
src/relax/transform/update_param_struct_info.cc | 4 +-
src/relax/transform/update_vdevice.cc | 4 +-
src/relax/utils.cc | 4 +-
src/runtime/const_loader_module.cc | 4 +-
src/runtime/contrib/amx/amx_config.cc | 8 +-
src/runtime/contrib/arm_compute_lib/acl_runtime.cc | 4 +-
src/runtime/contrib/bnns/bnns_json_runtime.cc | 4 +-
src/runtime/contrib/cblas/cblas.cc | 4 +-
src/runtime/contrib/cblas/dnnl_blas.cc | 4 +-
src/runtime/contrib/cblas/mkl.cc | 8 +-
src/runtime/contrib/clml/clml_runtime.cc | 4 +-
src/runtime/contrib/coreml/coreml_runtime.mm | 8 +-
src/runtime/contrib/cublas/cublas.cc | 12 +-
src/runtime/contrib/cublas/cublas_json_runtime.cc | 4 +-
src/runtime/contrib/cudnn/conv_backward.cc | 4 +-
src/runtime/contrib/cudnn/conv_forward.cc | 4 +-
src/runtime/contrib/cudnn/cudnn_json_runtime.cc | 4 +-
src/runtime/contrib/cudnn/cudnn_utils.cc | 4 +-
src/runtime/contrib/cudnn/softmax.cc | 4 +-
src/runtime/contrib/curand/curand.cc | 4 +-
.../contrib/cutlass/fp16_group_gemm_sm100.cu | 4 +-
.../contrib/cutlass/fp16_group_gemm_sm90.cu | 4 +-
src/runtime/contrib/cutlass/fp8_gemm.cu | 4 +-
src/runtime/contrib/cutlass/fp8_group_gemm_sm90.cu | 4 +-
.../cutlass/fp8_groupwise_scaled_gemm_sm100.cu | 4 +-
.../cutlass/fp8_groupwise_scaled_gemm_sm90.cu | 4 +-
.../fp8_groupwise_scaled_group_gemm_sm100.cu | 4 +-
src/runtime/contrib/cutlass/weight_preprocess.cc | 4 +-
src/runtime/contrib/dnnl/dnnl.cc | 4 +-
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 4 +-
src/runtime/contrib/edgetpu/edgetpu_runtime.cc | 4 +-
src/runtime/contrib/hipblas/hipblas.cc | 4 +-
.../contrib/hipblas/hipblas_json_runtime.cc | 4 +-
src/runtime/contrib/miopen/conv_forward.cc | 4 +-
src/runtime/contrib/miopen/softmax.cc | 4 +-
src/runtime/contrib/mps/conv.mm | 4 +-
src/runtime/contrib/mps/gemm.mm | 4 +-
src/runtime/contrib/mrvl/mrvl_hw_runtime.cc | 4 +-
src/runtime/contrib/mrvl/mrvl_runtime.cc | 4 +-
src/runtime/contrib/msc/tensorrt_runtime.cc | 4 +-
src/runtime/contrib/nnapi/nnapi_runtime.cc | 4 +-
src/runtime/contrib/nvshmem/init.cc | 4 +-
src/runtime/contrib/nvshmem/kv_transfer.cu | 4 +-
src/runtime/contrib/nvshmem/memory_allocator.cc | 8 +-
src/runtime/contrib/papi/papi.cc | 4 +-
src/runtime/contrib/random/random.cc | 4 +-
src/runtime/contrib/rocblas/rocblas.cc | 4 +-
src/runtime/contrib/sort/sort.cc | 4 +-
src/runtime/contrib/tensorrt/tensorrt_runtime.cc | 4 +-
src/runtime/contrib/tflite/tflite_runtime.cc | 4 +-
src/runtime/contrib/thrust/thrust.cu | 12 +-
src/runtime/contrib/vllm/attention_kernels.cu | 8 +-
src/runtime/contrib/vllm/cache_alloc.cc | 4 +-
src/runtime/contrib/vllm/cache_kernels.cu | 4 +-
src/runtime/cpu_device_api.cc | 4 +-
src/runtime/cuda/cuda_device_api.cc | 20 +-
src/runtime/cuda/cuda_module.cc | 4 +-
src/runtime/cuda/l2_cache_flush.cc | 4 +-
src/runtime/device_api.cc | 8 +-
src/runtime/disco/builtin.cc | 4 +-
src/runtime/disco/cuda_ipc/cuda_ipc_memory.cc | 4 +-
src/runtime/disco/cuda_ipc/custom_allreduce.cc | 4 +-
src/runtime/disco/distributed/socket_session.cc | 8 +-
src/runtime/disco/loader.cc | 4 +-
src/runtime/disco/nccl/nccl.cc | 4 +-
src/runtime/disco/process_session.cc | 4 +-
src/runtime/disco/protocol.h | 6 +-
src/runtime/disco/session.cc | 4 +-
src/runtime/file_utils.cc | 4 +-
src/runtime/hexagon/hexagon_common.cc | 8 +-
src/runtime/hexagon/hexagon_device_api.cc | 4 +-
src/runtime/hexagon/rpc/android/session.cc | 4 +-
src/runtime/hexagon/rpc/hexagon/rpc_server.cc | 8 +-
src/runtime/hexagon/rpc/simulator/rpc_server.cc | 8 +-
src/runtime/hexagon/rpc/simulator/session.cc | 4 +-
src/runtime/memory/memory_manager.cc | 4 +-
src/runtime/metal/metal_device_api.mm | 8 +-
src/runtime/metal/metal_module.mm | 8 +-
src/runtime/minrpc/rpc_reference.h | 4 +-
src/runtime/module.cc | 4 +-
src/runtime/opencl/opencl_device_api.cc | 12 +-
src/runtime/opencl/opencl_module.cc | 4 +-
src/runtime/profiling.cc | 20 +-
src/runtime/rocm/rocm_device_api.cc | 8 +-
src/runtime/rocm/rocm_module.cc | 4 +-
src/runtime/rpc/rpc_device_api.cc | 4 +-
src/runtime/rpc/rpc_endpoint.cc | 44 +++-
src/runtime/rpc/rpc_event_impl.cc | 4 +-
src/runtime/rpc/rpc_local_session.cc | 4 +-
src/runtime/rpc/rpc_module.cc | 12 +-
src/runtime/rpc/rpc_pipe_impl.cc | 4 +-
src/runtime/rpc/rpc_server_env.cc | 4 +-
src/runtime/rpc/rpc_socket_impl.cc | 8 +-
src/runtime/static_library.cc | 4 +-
src/runtime/tensor.cc | 4 +-
src/runtime/thread_pool.cc | 4 +-
src/runtime/threading_backend.cc | 4 +-
src/runtime/vm/builtin.cc | 64 ++---
src/runtime/vm/cuda/cuda_graph_builtin.cc | 4 +-
src/runtime/vm/executable.cc | 8 +-
src/runtime/vm/hexagon/builtin.cc | 4 +-
src/runtime/vm/kv_state.cc | 12 +-
src/runtime/vm/lm_support.cc | 56 ++---
src/runtime/vm/paged_kv_cache.cc | 4 +-
src/runtime/vm/rnn_state.cc | 4 +-
src/runtime/vm/tensor_cache_support.cc | 8 +-
src/runtime/vulkan/vulkan_device_api.cc | 4 +-
src/runtime/vulkan/vulkan_module.cc | 4 +-
src/script/ir_builder/base.cc | 8 +-
src/script/ir_builder/ir/frame.cc | 2 +-
src/script/ir_builder/ir/ir.cc | 4 +-
src/script/ir_builder/relax/distributed.cc | 4 +-
src/script/ir_builder/relax/frame.cc | 4 +-
src/script/ir_builder/relax/ir.cc | 20 +-
src/script/ir_builder/tir/frame.cc | 4 +-
src/script/ir_builder/tir/ir.cc | 56 ++---
src/script/printer/doc.cc | 112 ++++-----
.../printer/doc_printer/python_doc_printer.cc | 4 +-
src/script/printer/ir/ir.cc | 2 +-
src/script/printer/ir_docsifier.cc | 4 +-
src/script/printer/relax/function.cc | 2 +-
src/script/printer/relax/type.cc | 4 +-
src/script/printer/tir/ir.cc | 2 +-
src/support/ffi_testing.cc | 18 +-
src/support/libinfo.cc | 4 +-
src/target/codegen.cc | 8 +-
src/target/datatype/registry.cc | 4 +-
src/target/llvm/codegen_aarch64.cc | 4 +-
src/target/llvm/codegen_amdgpu.cc | 4 +-
src/target/llvm/codegen_arm.cc | 4 +-
src/target/llvm/codegen_cpu.cc | 4 +-
src/target/llvm/codegen_hexagon.cc | 4 +-
src/target/llvm/codegen_llvm.cc | 2 +-
src/target/llvm/codegen_nvptx.cc | 4 +-
src/target/llvm/codegen_x86_64.cc | 4 +-
src/target/llvm/llvm_module.cc | 2 +-
src/target/opt/build_cuda_on.cc | 4 +-
src/target/source/codegen_c_host.cc | 4 +-
src/target/source/codegen_metal.cc | 4 +-
src/target/source/codegen_opencl.cc | 8 +-
src/target/source/codegen_webgpu.cc | 4 +-
src/target/source/source_module.cc | 8 +-
src/target/spirv/build_vulkan.cc | 4 +-
src/target/tag.cc | 6 +-
src/target/target.cc | 6 +-
src/target/target_info.cc | 2 +-
src/target/target_kind.cc | 8 +-
src/target/virtual_device.cc | 6 +-
src/te/operation/compute_op.cc | 8 +-
src/te/operation/create_primfunc.cc | 4 +-
src/te/operation/extern_op.cc | 6 +-
src/te/operation/graph.cc | 4 +-
src/te/operation/placeholder_op.cc | 6 +-
src/te/operation/scan_op.cc | 6 +-
src/te/tensor.cc | 10 +-
src/tir/analysis/block_access_region_detector.cc | 4 +-
src/tir/analysis/buffer_access_lca_detector.cc | 4 +-
src/tir/analysis/calculate_allocated_memory.cc | 12 +-
src/tir/analysis/deep_equal.cc | 4 +-
src/tir/analysis/estimate_flops.cc | 4 +-
src/tir/analysis/identify_memcpy.cc | 4 +-
src/tir/analysis/is_pure_function.cc | 4 +-
src/tir/analysis/oob_checker.cc | 4 +-
src/tir/analysis/stmt_finding.cc | 4 +-
src/tir/analysis/var_use_def_analysis.cc | 4 +-
src/tir/analysis/verify_gpu_code.cc | 8 +-
src/tir/analysis/verify_memory.cc | 8 +-
src/tir/analysis/verify_ssa.cc | 8 +-
src/tir/analysis/verify_well_formed.cc | 4 +-
src/tir/ir/block_dependence_info.cc | 6 +-
src/tir/ir/block_scope.cc | 8 +-
src/tir/ir/buffer.cc | 6 +-
src/tir/ir/data_layout.cc | 8 +-
src/tir/ir/expr.cc | 140 +++++------
src/tir/ir/function.cc | 8 +-
src/tir/ir/index_map.cc | 6 +-
src/tir/ir/py_functor.cc | 16 +-
src/tir/ir/script/script_complete.cc | 4 +-
src/tir/ir/specialize.cc | 4 +-
src/tir/ir/stmt.cc | 72 +++---
src/tir/ir/stmt_functor.cc | 4 +-
src/tir/ir/transform.cc | 6 +-
src/tir/op/op.cc | 20 +-
src/tir/schedule/analysis/analysis.cc | 24 +-
src/tir/schedule/analysis/layout.cc | 4 +-
src/tir/schedule/instruction.cc | 8 +-
src/tir/schedule/primitive/decompose_padding.cc | 4 +-
src/tir/schedule/primitive/reduction.cc | 4 +-
src/tir/schedule/schedule.cc | 80 +++---
src/tir/schedule/state.cc | 6 +-
src/tir/schedule/trace.cc | 6 +-
src/tir/schedule/transform.cc | 8 +-
src/tir/transforms/annotate_device_regions.cc | 4 +-
src/tir/transforms/bind_target.cc | 4 +-
src/tir/transforms/bound_checker.cc | 4 +-
src/tir/transforms/combine_context_call.cc | 4 +-
src/tir/transforms/common_subexpr_elim.cc | 4 +-
src/tir/transforms/compact_buffer_region.cc | 4 +-
src/tir/transforms/convert_blocks_to_opaque.cc | 4 +-
src/tir/transforms/convert_for_loops_serial.cc | 4 +-
src/tir/transforms/decorate_device_scope.cc | 4 +-
src/tir/transforms/default_gpu_schedule.cc | 4 +-
src/tir/transforms/extract_constants.cc | 4 +-
src/tir/transforms/flatten_buffer.cc | 4 +-
src/tir/transforms/force_narrow_index_to_i32.cc | 4 +-
src/tir/transforms/hoist_expression.cc | 16 +-
src/tir/transforms/inject_double_buffer.cc | 6 +-
src/tir/transforms/inject_permuted_layout.cc | 4 +-
src/tir/transforms/inject_ptx_async_copy.cc | 4 +-
src/tir/transforms/inject_ptx_ldg32.cc | 4 +-
src/tir/transforms/inject_rolling_buffer.cc | 4 +-
src/tir/transforms/inject_software_pipeline.cc | 4 +-
src/tir/transforms/inject_virtual_thread.cc | 4 +-
src/tir/transforms/inline_private_functions.cc | 4 +-
src/tir/transforms/ir_utils.cc | 4 +-
src/tir/transforms/lift_thread_binding.cc | 4 +-
src/tir/transforms/loop_partition.cc | 6 +-
src/tir/transforms/lower_async_dma.cc | 4 +-
src/tir/transforms/lower_cross_thread_reduction.cc | 4 +-
src/tir/transforms/lower_custom_datatypes.cc | 4 +-
src/tir/transforms/lower_device_kernel_launch.cc | 4 +-
.../transforms/lower_device_storage_access_info.cc | 4 +-
src/tir/transforms/lower_init_block.cc | 4 +-
src/tir/transforms/lower_intrin.cc | 4 +-
src/tir/transforms/lower_match_buffer.cc | 4 +-
src/tir/transforms/lower_opaque_block.cc | 4 +-
src/tir/transforms/lower_thread_allreduce.cc | 4 +-
src/tir/transforms/lower_tvm_builtin.cc | 4 +-
src/tir/transforms/lower_vtcm_alloc.cc | 4 +-
src/tir/transforms/lower_warp_memory.cc | 4 +-
src/tir/transforms/make_packed_api.cc | 4 +-
src/tir/transforms/make_unpacked_api.cc | 4 +-
.../manifest_shared_memory_local_stage.cc | 4 +-
src/tir/transforms/memhammer_lower_auto_copy.cc | 4 +-
.../transforms/merge_shared_memory_allocations.cc | 4 +-
src/tir/transforms/narrow_datatype.cc | 4 +-
.../plan_update_buffer_allocation_location.cc | 4 +-
src/tir/transforms/primfunc_utils.cc | 4 +-
src/tir/transforms/profile_instrumentation.cc | 4 +-
.../reduce_branching_through_overcompute.cc | 6 +-
src/tir/transforms/remap_thread_axis.cc | 4 +-
src/tir/transforms/remove_assume.cc | 4 +-
src/tir/transforms/remove_no_op.cc | 6 +-
src/tir/transforms/remove_store_undef.cc | 4 +-
.../remove_weight_layout_rewrite_block.cc | 4 +-
src/tir/transforms/renew_defs.cc | 4 +-
src/tir/transforms/renormalize_split_pattern.cc | 4 +-
src/tir/transforms/rewrite_unsafe_select.cc | 4 +-
src/tir/transforms/simplify.cc | 6 +-
src/tir/transforms/skip_assert.cc | 4 +-
src/tir/transforms/split_host_device.cc | 4 +-
src/tir/transforms/storage_rewrite.cc | 8 +-
src/tir/transforms/tensorcore_infer_fragment.cc | 4 +-
src/tir/transforms/thread_storage_sync.cc | 4 +-
src/tir/transforms/transform_mma_buffer_layout.cc | 4 +-
src/tir/transforms/unify_thread_binding.cc | 4 +-
src/tir/transforms/unroll_loop.cc | 6 +-
src/tir/transforms/unsupported_dtype_legalize.cc | 16 +-
.../transforms/using_assume_to_reduce_branches.cc | 4 +-
src/tir/transforms/vectorize_loop.cc | 4 +-
src/topi/broadcast.cc | 4 +-
src/topi/einsum.cc | 4 +-
src/topi/elemwise.cc | 4 +-
src/topi/nn.cc | 52 ++--
src/topi/reduction.cc | 4 +-
src/topi/transform.cc | 4 +-
src/topi/utils.cc | 4 +-
src/topi/vision.cc | 4 +-
tests/cpp-runtime/hexagon/run_all_tests.cc | 4 +-
tests/cpp-runtime/hexagon/run_unit_tests.cc | 4 +-
tests/python/contrib/test_hexagon/README_RPC.md | 8 +-
web/emcc/tvmjs_support.cc | 4 +-
web/emcc/wasm_runtime.cc | 16 +-
web/emcc/webgpu_runtime.cc | 4 +-
558 files changed, 2673 insertions(+), 2323 deletions(-)
