# isort: skip_file # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # pylint: disable=unused-import, redefined-builtin """Namespace for Tensor-level IR""" import tvm.script tvm.script.register_dialect("tirx", "tvm.tirx.script") from tvm.ir import Expr from tvm.runtime import const from .buffer import Buffer, decl_buffer, DataProducer from .expr import convert from .expr import Var, Reduce, FloatImm, IntImm, StringImm, Cast from .expr import Add, Sub, Mul, Div, Mod, FloorDiv, FloorMod from .expr import Min, Max, EQ, NE, LT, LE, GT, GE, And, Or, Not from .expr import Select, BufferLoad, ProducerLoad, Ramp, Broadcast, Shuffle from .expr import CallEffectKind, Let, IterVar, CommReducer from .stmt import Stmt, Bind, AssertStmt, ForKind, For, While # Legacy alias: LetStmt was folded into Bind (which now accepts an optional body) LetStmt = Bind from .stmt import BufferStore, AllocBuffer, AttrStmt, DeclBuffer from .stmt import SeqStmt from .stmt import IfThenElse, Evaluate, stmt_seq, stmt_list from .stmt import BufferRegion, MatchBufferRegion, SBlock, SBlockRealize from .stmt import TilePrimitiveCall, ScopeIdDefStmt from .function import PrimFunc, TensorIntrin, IndexMap from .op import call_packed_lowered, call_cpacked_lowered, call_tir from .op import call_packed, call_cpacked, call_intrin, call_pure_extern, call_extern from .op import call_llvm_intrin, call_llvm_pure_intrin, ret, all, any, min_value, max_value, trace from .op import tvm_stack_alloca, tvm_stack_make_shape, tvm_stack_make_array from .op import tvm_tuple, handle_add_byte_offset, tvm_struct_get, tvm_struct_set from .op import address_of, lookup_param, assume, undef from .op import continue_loop, break_loop from .op import tvm_thread_allreduce, type_annotation, tvm_access_ptr, ptr_byte_offset from .op import tvm_throw_last_error from .op import ( tvm_load_matrix_sync, tvm_store_matrix_sync, tvm_mma_sync, tvm_bmma_sync, tvm_fill_fragment, ) from .op import vectorlow, vectorhigh, vectorcombine from .op import infinity, reinterpret from .op import exp, exp2, exp10, log, log2, log10, log1p, ldexp, clz from .op import sin, sinh, asin, asinh from .op import cos, cosh, acos, acosh from .op import tan, tanh, atan, atan2, atanh from .op import bitwise_and, bitwise_not, bitwise_or, bitwise_xor from .op import erf, sigmoid, sqrt, rsqrt, floor, ceil, hypot from .op import trunc, abs, round, nextafter, nearbyint, power, pow, popcount, fmod, if_then_else from .op import likely, isnan, isnullptr, isfinite, isinf, copysign from .op import div, indexdiv, indexmod, truncdiv, truncmod, floordiv, floormod, ceildiv, logaddexp from .op import comm_reducer, min, max, sum from .op import q_multiply_shift, q_multiply_shift_per_axis, shift_left, shift_right from .op import TVMBackendAllocWorkspace, TVMBackendFreeWorkspace from .op import start_profile_intrinsic, end_profile_intrinsic from .op import vscale, get_active_lane_mask, get_vscale_expr from .op import dp4a from .op import ignore_loop_partition # TIRX-specific imports (must come before subpackage imports to avoid circular imports) from .exec_scope import ExecScope, ScopeIdDef from .layout import TileLayout, Layout, SwizzleLayout, ComposeLayout from .predicate import Predicate from .expr_functor import ExprFunctor from . import transform from . import analysis from . import backend from . import stmt_functor from .functor import PyStmtExprVisitor, PyStmtExprMutator # Compiler-only submodules. Skip under `TVM_USE_RUNTIME_LIB=1` since they # perform compiler-side FFI at module load (schema engine looks up # `ir.RegisterOp`; codegen registry hooks the build pipeline). from tvm.base import _RUNTIME_ONLY as _RUNTIME_ONLY_TIRX # pylint: disable=wrong-import-position if not _RUNTIME_ONLY_TIRX: from .build import build from .compilation_pipeline import ( get_tir_pipeline, get_default_tir_pipeline, register_tir_pipeline, ) import tvm.script tvm.script.register_dialect("tirx", "tvm.tirx.script")