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>
31namespace meta_schedule {
45 namespace refl = tvm::ffi::reflection;
46 refl::ObjectDef<PostprocObj>();
79 explicit Postproc(ffi::UnsafeInit tag, ffi::ObjectPtr<PostprocObj> data) : ffi::ObjectRef(tag) {
80 data_ = std::move(data);
198 namespace refl = tvm::ffi::reflection;
199 refl::ObjectDef<PyPostprocObj>();
Managed reference to ScheduleObj.
Definition schedule.h:887
Rules to apply a postprocessor to a schedule.
Definition postproc.h:39
TVM_FFI_DECLARE_OBJECT_INFO("s_tir.meta_schedule.Postproc", PostprocObj, ffi::Object)
static constexpr const bool _type_mutable
Definition postproc.h:69
virtual Postproc Clone() const =0
Clone the postprocessor.
virtual void InitializeWithTuneContext(const TuneContext &context)=0
Initialize the design space generator with tuning context.
static void RegisterReflection()
Definition postproc.h:44
virtual ~PostprocObj()=default
Virtual destructor.
virtual bool Apply(const s_tir::Schedule &sch)=0
Apply a postprocessor to the given schedule.
Managed reference to PostprocObj.
Definition postproc.h:77
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.
Postproc(ffi::UnsafeInit tag, ffi::ObjectPtr< PostprocObj > data)
Definition postproc.h:79
ffi::TypedFunction< void(const TuneContext &)> FInitializeWithTuneContext
The function type of InitializeWithTuneContext method.
Definition postproc.h:87
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:93
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:98
TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE(Postproc, ffi::ObjectRef, PostprocObj)
static ffi::Array< Postproc, void > DefaultCPUTensorization()
Create default postprocessors for x86 (AVX512 and VNNI)
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:182
TVM_FFI_DECLARE_OBJECT_INFO_FINAL("s_tir.meta_schedule.PyPostproc", PyPostprocObj, PostprocObj)
Postproc::FApply FApply
Definition postproc.h:185
bool Apply(const s_tir::Schedule &sch) final
Apply a postprocessor to the given schedule.
Postproc::FInitializeWithTuneContext FInitializeWithTuneContext
Definition postproc.h:184
static void RegisterReflection()
Definition postproc.h:194
void InitializeWithTuneContext(const TuneContext &context) final
Initialize the design space generator with tuning context.
FInitializeWithTuneContext f_initialize_with_tune_context
The packed function to the InitializeWithTuneContext function.
Definition postproc.h:188
FClone f_clone
The packed function to the Clone function.
Definition postproc.h:192
Postproc Clone() const final
Clone the postprocessor.
FApply f_apply
The packed function to the Apply function.
Definition postproc.h:190
Postproc::FClone FClone
Definition postproc.h:186
Managed reference to TuneContextObj.
Definition tune_context.h:99
An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.
Definition attr.h:23