tvm 0.7: File List

创建时间： 2020-05-31 15:30
更新时间： 2020-05-31 15:33
标签： TVM
来源： https://tvm.apache.org/docs/api/doxygen/files.html

Here is a list of all files with brief descriptions:
[detail level 123456]

▼ include
▼ tvm
▼ arith
analyzer.h Algebra expression simplifications
bound.h Bound deducers
int_set.h Integer set
int_solver.h Integer constraints data structures and solvers
pattern.h Expression pattern detectors
util.h Utils for arithmetic analysis
▼ driver
driver_api.h Compiler driver APIs to drive the compilation
▼ ir
adt.h Algebraic data type definitions
attrs.h Helpers for attribute objects
env_func.h Serializable global function used in IR
error.h Utilities for error tracking and reporting
expr.h Base expr nodes in TVM
function.h Function nodes
module.h IRModule that holds the functions and type definitions
op.h Primitive operators(builtin intrinsics) and registry for them
span.h Span information for debugging purposes
tensor_type.h Polymorphic tensor types
transform.h
type.h IR/AST nodes for the unified type system in TVM
type_functor.h A way to defined arbitrary function signature with dispatch on types
type_relation.h Type relation and function for type inference(checking)
▼ node
attr_registry_map.h Attribute map used in registry
container.h Array/Map container in the DSL graph
functor.h Defines the Functor data structures
node.h Definitions and helper macros for IR/AST nodes
reflection.h Reflection and serialization of compiler IR/AST nodes
repr_printer.h Printer class to print repr string of each AST/IR nodes
serialization.h
structural_equal.h Structural equality comparison
structural_hash.h
▼ relay
▼ attrs
algorithm.h
annotation.h Attribute for annotation operators
bitserial.h Auxiliary attributes for bitserial operators
debug.h Auxiliary attributes for debug operators
device_copy.h Attribute for the device copy operator
image.h Auxiliary attributes for image operators
memory.h Attributes for memory operators
nn.h Auxiliary attributes for nn operators
reduce.h Auxiliary attributes for reduce operators
transform.h Transform operators
vision.h Auxiliary attributes for vision operators
▼ qnn
attrs.h Auxiliary attributes for qnn operators
transform.h
adt.h Algebraic data types for Relay
analysis.h The set of Relay analysis passes written in C++
base.h Base classes for the Relay IR
dataflow_matcher.h A pattern matcher for matching dataflow properties
dataflow_pattern.h A pattern language for matching dataflow properties
dataflow_pattern_functor.h A set of passes for operating on pattern graphs
expr.h Relay expression language
expr_functor.h A more powerful visitor which enables defining arbitrary function signatures with type based dispatch on first argument
feature.h Detect features used in Expr/Module
function.h Relay Function
interpreter.h An interpreter for Relay
op.h Primitive operators(builtin intrinsics)
op_attr_types.h The Expr and related elements in DataFlow construction
op_strategy.h The Relay operator Strategy and related data structure
pattern_functor.h A more powerful visitor on ADT patterns that enables defining arbitrary function signatures with type-based dispatch on first argument
transform.h Relay specific transformation passes
type.h Relay typed AST nodes
▼ runtime
▼ crt
memory.h The virtual memory manager for micro-controllers
▼ micro
▼ standalone
utvm_runtime.h
c_backend_api.h TVM runtime backend API
c_runtime_api.h
container.h Common POD(plain old data) container types
data_type.h
device_api.h Abstract device memory management API
memory.h Runtime memory management
module.h Runtime container of the functions generated by TVM, This is used to support dynamically link, load and save functions from different convention under unified API
ndarray.h A device-independent managed NDArray abstraction
object.h A managed object in the TVM runtime
packed_func.h Type-erased function used across TVM API
registry.h This file defines the TVM global function registry
serializer.h Serializer extension to support TVM data types Include this file to enable serialization of DLDataType, DLContext
threading_backend.h Utilities for manipulating thread pool threads
vm.h A virtual machine for executing Relay programs
▼ support
with.h RAII wrapper function to enter and exit a context object similar to python’s with syntax
▼ target
codegen.h Translates IRModule to runtime::Module
generic_func.h Generic function that can be specialzied on a per target basis
target.h Compilation target object
target_info.h Various information about target
▼ te
autodiff.h Automatic differentiation of tensor expressions
operation.h Operation node can generate one or multiple Tensors
schedule.h Define a schedule
schedule_pass.h Collection of Schedule pass functions
tensor.h Dataflow tensor object
tensor_intrin.h Tensor intrinsic operations
▼ tir
analysis.h Analysis utilitie and passes for TIR
buffer.h Symbolic n-dimensional array, to represent a memory buffer
data_layout.h Layout expression to describe the data organization of a tensor. And BijectiveLayout to mapping two data layouts between each other
expr.h TIR expressions
expr_functor.h Functors for tir expressions
function.h TIR Function
op.h Common operators defined for Expr
stmt.h TIR statements
stmt_functor.h Functors for tir stmts utility functions to call common functors
transform.h TIR specific transformation passes
var.h Variables in the TIR
▼ topi
▼ include
▼ topi
▼ contrib
cublas.h External function interface to cuBLAS libraries
rocblas.h
▼ cuda
dense.h CUDA schedule for dense operation
injective.h CUDA schedule for injective operations
normalization.h CUDA schedule for LRN and l2 normalization operations
pooling.h CUDA schedule for pooling operations
reduction.h CUDA schedule for reduction operations
softmax.h
▼ detail
array_utils.h Utility functions for handling arrays
broadcast.h Detail broadcast
constant_utils.h Utility functions for handling constants in TVM expressions
extern.h Helpers for using external functions
fuse.h Fuse operation
pad_utils.h Padding helpers
ravel_unravel.h Index ravel and unraval operations
tensor_utils.h Utility functions for handling tensor
▼ generic
default.h Generic default schedule
extern.h Schedule for extern followed by injective ops
injective.h Generic schedule for injective operations
▼ nn
batch_matmul.h Batch matmul op constructions
bias_add.h Bias_add op constructions
bnn.h Binary op constructions
dense.h Dense op constructions
dilate.h Dilate op constructions
flatten.h Softmax op constructions
local_response_norm.h Local response normalization op constructions
mapping.h Mapping op constructions
pooling.h Pooling op constructions
softmax.h Softmax op constructions
▼ rocm
dense.h Rocm schedule for dense operation
injective.h Rocm schedule for injective operations
normalization.h Rocm schedule for LRN and l2 normalization operations
pooling.h Rocm schedule for pooling operations
reduction.h Rocm schedule for reduction operations
softmax.h
▼ vision
reorg.h Reorg op constructions
▼ x86
bnn.h X86 schedule for binary operations
default.h Default x86 schedule
injective.h X86 schedule for injective ops
broadcast.h Broadcast op constructions
elemwise.h Elementwise op constructions
nn.h NN op constructions
reduction.h Reduction op constructors
tags.h External function interface to rocBLAS libraries
transform.h Transform op constructors
util.h Topi utility function