20#ifndef TVM_S_TIR_META_SCHEDULE_POSTPROC_H_
21#define TVM_S_TIR_META_SCHEDULE_POSTPROC_H_
23#include <tvm/ffi/function.h>
24#include <tvm/ffi/reflection/registry.h>
32namespace meta_schedule {
46 namespace refl = tvm::ffi::reflection;
47 refl::ObjectDef<PostprocNode>();
195 namespace refl = tvm::ffi::reflection;
196 refl::ObjectDef<PyPostprocNode>();
RAII wrapper function to enter and exit a context object similar to python's with syntax.
Definition with_context.h:59
Managed reference to ScheduleNode.
Definition schedule.h:887
Rules to apply a postprocessor to a schedule.
Definition postproc.h:40
TVM_FFI_DECLARE_OBJECT_INFO("s_tir.meta_schedule.Postproc", PostprocNode, ffi::Object)
virtual bool Apply(const s_tir::Schedule &sch)=0
Apply a postprocessor to the given schedule.
static constexpr const bool _type_mutable
Definition postproc.h:70
virtual ~PostprocNode()=default
Virtual destructor.
virtual void InitializeWithTuneContext(const TuneContext &context)=0
Initialize the design space generator with tuning context.
virtual Postproc Clone() const =0
Clone the postprocessor.
static void RegisterReflection()
Definition postproc.h:45
Managed reference to PostprocNode.
Definition postproc.h:78
static ffi::Array< Postproc, void > DefaultRISCV()
Create default postprocessors for RISCV.
static Postproc DisallowDynamicLoop()
Create a postprocessor that checks if all loops are static.
static ffi::Array< Postproc, void > DefaultHexagon()
Create default postprocessors for Hexagon.
static Postproc DisallowAsyncStridedMemCopy()
Create a postprocessor that checks if all async mem copies are not strided.
static ffi::Array< Postproc, void > DefaultCUDA()
Create default postprocessors for CUDA.
ffi::TypedFunction< void(const TuneContext &)> FInitializeWithTuneContext
The function type of InitializeWithTuneContext method.
Definition postproc.h:84
static Postproc RewriteUnboundBlock(int max_threadblocks)
Create a postprocessor that adds thread binding to unbound blocks.
static Postproc RewriteCooperativeFetch()
Create a postprocessor that rewrites the cooperative fetch annotation to actual vectorized cooperativ...
ffi::TypedFunction< bool(const s_tir::Schedule &)> FApply
Apply a postprocessor to the given schedule.
Definition postproc.h:90
static Postproc RewriteReductionBlock()
Create a postprocessor that rewrites reduction block by moving the init block out.
static Postproc PyPostproc(FInitializeWithTuneContext f_initialize_with_tune_context, FApply f_apply, FClone f_clone)
Create a postprocessor with customized methods on the python-side.
static ffi::Array< Postproc, void > DefaultCUDATensorCore()
Create default postprocessors for CUDA with TensorCore.
static Postproc RewriteTensorize(bool vectorize_init_loop=false)
Create a postprocessor that applies tensorization to annotated blocks.
static Postproc VerifyGPUCode()
Creates a postprocessor that verifies if the GPU code is correct.
static Postproc RewriteLayout()
Creates a postprocessor that rewrites the layout of input tensor.
static Postproc RewriteParallelVectorizeUnroll()
Creates a postprocessor that applies parallelization, vectorization and auto unrolling according to t...
static ffi::Array< Postproc, void > DefaultLLVM()
Create default postprocessors for LLVM.
ffi::TypedFunction< Postproc()> FClone
Clone the postprocessor.
Definition postproc.h:95
static ffi::Array< Postproc, void > DefaultCPUTensorization()
Create default postprocessors for x86 (AVX512 and VNNI)
TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE(Postproc, ffi::ObjectRef, PostprocNode)
static Postproc VerifyVTCMLimit()
Verifies that the VTCM usage of a given schedule is within the provided limit.
The postprocessor with customized methods on the python-side.
Definition postproc.h:179
Postproc::FInitializeWithTuneContext FInitializeWithTuneContext
Definition postproc.h:181
Postproc Clone() const final
Clone the postprocessor.
FClone f_clone
The packed function to the Clone function.
Definition postproc.h:189
FInitializeWithTuneContext f_initialize_with_tune_context
The packed function to the InitializeWithTuneContext function.
Definition postproc.h:185
Postproc::FClone FClone
Definition postproc.h:183
void InitializeWithTuneContext(const TuneContext &context) final
Initialize the design space generator with tuning context.
TVM_FFI_DECLARE_OBJECT_INFO_FINAL("s_tir.meta_schedule.PyPostproc", PyPostprocNode, PostprocNode)
FApply f_apply
The packed function to the Apply function.
Definition postproc.h:187
Postproc::FApply FApply
Definition postproc.h:182
bool Apply(const s_tir::Schedule &sch) final
Apply a postprocessor to the given schedule.
static void RegisterReflection()
Definition postproc.h:191
Managed reference to TuneContextNode.
Definition tune_context.h:101
An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.
Definition analyzer.h:40