Index

A

abs() (in module tvm.te) (in module tvm.tir) access_ptr() (tvm.tir.Buffer method) acos() (in module tvm.te) (in module tvm.tir) acosh() (in module tvm.te) (in module tvm.tir) adaptive_avg_pool1d() (in module tvm.relay.nn) adaptive_avg_pool2d() (in module tvm.relay.nn) adaptive_avg_pool3d() (in module tvm.relay.nn) adaptive_max_pool1d() (in module tvm.relay.nn) adaptive_max_pool2d() (in module tvm.relay.nn) adaptive_max_pool3d() (in module tvm.relay.nn) adaptive_pool() (in module tvm.topi.nn) adaptive_pool3d() (in module tvm.topi.nn) Add (class in tvm.tir) add() (in module tvm.te) (in module tvm.tir) add_alter_layout() (in module tvm.topi.nn) add_argument() (tvm.ir.Op method) add_flop() (tvm.autotvm.task.space.ConfigSpace method) add_task() (tvm.autotvm.task.topi_integration.TaskExtractEnv method) add_type_rel() (tvm.ir.Op method) add_unit_loop() (tvm.tir.Schedule method) address_of() (in module tvm.tir) affine_grid() (in module tvm.relay.image) (in module tvm.topi.image) All (tvm.tir.transform.HoistedConditionals attribute) (tvm.tir.transform.HoistedLetBindings attribute) all() (in module tvm.te) (in module tvm.tir) all_class_non_max_suppression() (in module tvm.relay.vision) all_dtypes() (in module tvm.relay.analysis) all_type_vars() (in module tvm.relay.analysis) all_vars() (in module tvm.relay.analysis) Allocate (class in tvm.tir) AllocateConst (class in tvm.tir) AlterOpLayout() (in module tvm.relay.transform) AltPattern (class in tvm.relay.dataflow_pattern) And (class in tvm.tir) annotate() (tvm.tir.Schedule method) AnnotatedRegionSet (class in tvm.relay.analysis) AnnotateEntity (class in tvm.autotvm.task.space) AnnotateEntryFunc() (in module tvm.tir.transform) AnnotateSpace (class in tvm.autotvm.task.space) AnnotateSpans() (in module tvm.relay.transform) AnnotateTarget() (in module tvm.relay.transform) Any (class in tvm.tir) any() (in module tvm.te) (in module tvm.tir) api_version (tvm.runtime.Device property) Apply() (in module tvm.tir.transform) apply() (tvm.autotvm.task.space.AnnotateEntity method) (tvm.autotvm.task.space.ReorderEntity method) (tvm.autotvm.task.space.SplitEntity method) (tvm.meta_schedule.MeasureCallback method) (tvm.meta_schedule.Mutator method) (tvm.meta_schedule.Postproc method) (tvm.meta_schedule.ScheduleRule method)

apply_best() (tvm.auto_scheduler.SearchTask method) apply_history_best() (in module tvm.autotvm) apply_steps_from_state() (tvm.auto_scheduler.ComputeDAG method) ApplyConfig (class in tvm.autotvm.task.dispatcher) ApplyFixedConfig (class in tvm.autotvm.task.dispatcher) ApplyGraphBest (class in tvm.autotvm.task.dispatcher) ApplyHistoryBest (class in tvm.auto_scheduler) (class in tvm.autotvm.task.dispatcher) ApplyHistoryBestOrSample (class in tvm.auto_scheduler) ApplyLayoutTransforms() (in module tvm.tir.transform) arch (tvm.target.Target property) args_to_workload() (in module tvm.autotvm.task.task) arm_cpu() (in module tvm.target) Array (class in tvm.ir) array() (in module tvm.contrib.sparse) (in module tvm.nd) asin() (in module tvm.te) (in module tvm.tir) asinh() (in module tvm.te) (in module tvm.tir) asnumpy() (tvm.contrib.sparse.CSRNDArray method) (tvm.nd.NDArray method) asobject() (tvm.runtime.ObjectGeneric method) (tvm.te.TensorSlice method) assert_structural_equal() (in module tvm.ir) AssertStmt (class in tvm.tir) assume() (in module tvm.tir) astext() (in module tvm.relay.dataflow_pattern) (tvm.ir.GlobalVar method) (tvm.ir.IRModule method) (tvm.ir.Op method) (tvm.relay.dataflow_pattern.DFPattern method) atan() (in module tvm.te) (in module tvm.tir) atan2() (in module tvm.tir) atanh() (in module tvm.te) (in module tvm.tir) AttrPattern (class in tvm.relay.dataflow_pattern) Attrs (class in tvm.ir) attrs (tvm.ir.BaseFunc property) AttrStmt (class in tvm.tir) auto_schedule() (in module tvm.auto_scheduler) autotvm_build_func() (in module tvm.micro) AutoTvmModuleLoader (class in tvm.micro) avg_pool1d() (in module tvm.relay.nn) avg_pool2d() (in module tvm.relay.nn) avg_pool2d_grad() (in module tvm.relay.nn) avg_pool3d() (in module tvm.relay.nn) Axis (class in tvm.autotvm.task.space) axis (tvm.te.HybridOp property) (tvm.te.Tensor property) axis() (tvm.autotvm.task.space.ConfigSpace static method)

B

backward_index() (tvm.tir.BijectiveLayout method) backward_shape() (tvm.tir.BijectiveLayout method) BackwardFoldScaleAxis() (in module tvm.relay.transform) BaseExpr (class in tvm.ir) BaseFunc (class in tvm.ir) batch_flatten() (in module tvm.relay.nn) batch_matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.rocblas) (in module tvm.relay.nn) (in module tvm.topi.nn) batch_matmul_legalize() (in module tvm.topi.nn) batch_norm() (in module tvm.relay.nn) (in module tvm.topi.nn) batch_to_space_nd() (in module tvm.relay.nn) (in module tvm.topi.nn) BatchingOps() (in module tvm.relay.transform) benchmark() (tvm.contrib.graph_executor.GraphModule method) BF16ComputeLegalize() (in module tvm.tir.transform) BF16StorageLegalize() (in module tvm.tir.transform) bias_add() (in module tvm.relay.nn) bias_add_legalize() (in module tvm.topi.nn) bifrost() (in module tvm.target) bijective_layout() (in module tvm.tir) BijectiveLayout (class in tvm.tir) binarize_pack() (in module tvm.topi.nn) binary_dense() (in module tvm.topi.nn) bind() (tvm.te.Stage method) (tvm.tir.Schedule method) BindTarget() (in module tvm.tir.transform) bitpack() (in module tvm.relay.nn) (in module tvm.topi.nn)

bitserial_conv2d() (in module tvm.relay.nn) bitserial_conv2d_legalize() (in module tvm.topi.nn) bitserial_conv2d_nchw() (in module tvm.topi.nn) bitserial_conv2d_nhwc() (in module tvm.topi.nn) bitserial_dense() (in module tvm.relay.nn) (in module tvm.topi.nn) bitwise_and() (in module tvm.tir) bitwise_not() (in module tvm.tir) bitwise_or() (in module tvm.tir) bitwise_xor() (in module tvm.tir) Block (class in tvm.tir) blockize() (tvm.tir.Schedule method) BlockRealize (class in tvm.tir) BlockScope (class in tvm.tir) BooleanExpression (tvm.tir.transform.HoistedConditionals attribute) bound_type_vars() (in module tvm.relay.analysis) bound_vars() (in module tvm.relay.analysis) Broadcast (class in tvm.tir) Buffer (class in tvm.tir) BufferLoad (class in tvm.tir) BufferRealize (class in tvm.tir) BufferRegion (class in tvm.tir) BufferStore (class in tvm.tir) build() (in module tvm) (in module tvm.te.hybrid) (in module vta) (tvm.meta_schedule.Builder method) build_config() (in module tvm.relay.transform) (in module vta) Builder (class in tvm.meta_schedule)

C

Cache (class in tvm.contrib.pickle_memoize) cache_index() (tvm.tir.Schedule method) cache_inplace() (tvm.tir.Schedule method) cache_read() (tvm.te.Schedule method) (tvm.tir.Schedule method) cache_write() (tvm.te.Schedule method) (tvm.tir.Schedule method) Call (class in tvm.tir) call_cpacked() (in module tvm.tir) call_cpacked_lowered() (in module tvm.tir) call_extern() (in module tvm.tir) call_intrin() (in module tvm.tir) call_llvm_intrin() (in module tvm.tir) call_llvm_pure_intrin() (in module tvm.tir) call_packed() (in module tvm.tir) call_packed_lowered() (in module tvm.tir) call_pure_extern() (in module tvm.tir) callback() (tvm.relay.dataflow_pattern.DFPatternCallback method) CallEffectKind (class in tvm.tir) CallGraph (class in tvm.relay.analysis) CallingConv (class in tvm.ir) CallPattern (class in tvm.relay.dataflow_pattern) calls (tvm.runtime.Report attribute) can_convert_multiply_to_intdiv() (in module tvm.topi.image) can_decompose_padding() (tvm.tir.Schedule method) canon_multi_target() (tvm.target.Target static method) canon_multi_target_and_host() (tvm.target.Target static method) canon_target() (tvm.target.Target static method) canon_target_and_host() (tvm.target.Target static method) canon_target_map_and_host() (tvm.target.Target static method) CanonicalizeCast() (in module tvm.relay.transform) CanonicalizeOps() (in module tvm.relay.transform) CapturePostDfsIndexInSpans() (in module tvm.relay.transform) Cast (class in tvm.tir) CCacheKey (class in tvm.relay.backend.te_compiler) CCacheValue (class in tvm.relay.backend.te_compiler) ceil() (in module tvm.te) (in module tvm.tir) ceildiv() (in module tvm.tir) ChangeBatch (class in tvm.relay.transform) ChangeDatatype (class in tvm.relay.frontend) check_basic_block_normal_form() (in module tvm.relay.analysis) check_constant() (in module tvm.relay.analysis) check_grad() (in module tvm.relay.testing) check_kind() (in module tvm.relay.analysis) check_workload_key() (tvm.auto_scheduler.RecordReader method) checked_type (tvm.ir.RelayExpr property) cl() (in module tvm.runtime) (tvm.rpc.RPCSession method) clear() (tvm.relay.backend.te_compiler.TECompiler method) clear_cache() (tvm.autotvm.task.dispatcher.FallbackContext method) (tvm.autotvm.task.space.ConfigSpace method) clear_fallback_cache() (in module tvm.autotvm.task.dispatcher) clone() (tvm.meta_schedule.Mutator method) (tvm.meta_schedule.Postproc method) (tvm.meta_schedule.ScheduleRule method) (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.SpaceGenerator method) (tvm.meta_schedule.TuneContext method) close() (tvm.micro.TransportLogger method) (tvm.rpc.TrackerSession method) clz() (in module tvm.tir) codegen() (tvm.relay.backend.graph_executor_codegen.GraphExecutorCodegen method) (tvm.relay.backend.vm.VMCompiler method) CollagePartition() (in module tvm.relay.transform) CombineContextCall() (in module tvm.tir.transform) CombineParallelBatchMatmul() (in module tvm.relay.transform) CombineParallelConv2D() (in module tvm.relay.transform) CombineParallelDense() (in module tvm.relay.transform) comm_reducer() (in module tvm.te) (in module tvm.tir) commit_tuning_record() (tvm.meta_schedule.Database method) commit_workload() (tvm.meta_schedule.Database method) CommonSubexprElimTIR() (in module tvm.tir.transform) CommReducer (class in tvm.tir) CompactBufferAllocation() (in module tvm.tir.transform) compile() (in module tvm.relay.backend.vm) compile_coreml() (in module tvm.contrib.xcode) compile_cuda() (in module tvm.contrib.nvcc) compile_metal() (in module tvm.contrib.xcode) compute() (in module tvm.te) compute_at() (tvm.te.Stage method) (tvm.tir.Schedule method) compute_flop() (in module tvm.autotvm.task.task) compute_inline() (tvm.te.Stage method) (tvm.tir.Schedule method) compute_root() (tvm.te.Stage method) compute_version (tvm.runtime.Device property) ComputeDAG (class in tvm.auto_scheduler) ComputeOp (class in tvm.te) concatenate() (in module tvm.topi.nn) concrete_shape (tvm.ir.TensorType property) ConfigEntity (class in tvm.autotvm.task.space) ConfigSpace (class in tvm.autotvm.task.space) connect() (in module tvm.rpc) connect_tracker() (in module tvm.rpc) const() (in module tvm.relay.image) (in module tvm.relay.nn) (in module tvm.runtime) (in module tvm.te) Constant (class in tvm.relay.nn) ConstantMemoryPools (class in tvm.ir) ConstantPattern (class in tvm.relay.dataflow_pattern) ConstantPoolInfo (class in tvm.ir) Constructor (class in tvm.ir) ConstructorValue (class in tvm.relay.backend.interpreter) contrib_conv2d_gemm_weight_transform() (in module tvm.relay.nn) contrib_conv2d_gemm_without_weight_transform() (in module tvm.relay.nn) contrib_conv2d_nchwc() (in module tvm.relay.nn) contrib_conv2d_winograd_nnpack_weight_transform() (in module tvm.relay.nn) contrib_conv2d_winograd_weight_transform() (in module tvm.relay.nn) contrib_conv2d_winograd_without_weight_transform() (in module tvm.relay.nn) contrib_conv3d_winograd_weight_transform() (in module tvm.relay.nn) contrib_conv3d_winograd_without_weight_transform() (in module tvm.relay.nn) contrib_dense_pack() (in module tvm.relay.nn) contrib_depthwise_conv2d_nchwc() (in module tvm.relay.nn) conv() (in module tvm.topi.nn) conv1d() (in module tvm.relay.nn) (in module tvm.topi.nn)

conv1d_ncw() (in module tvm.topi.nn) conv1d_nwc() (in module tvm.topi.nn) conv1d_transpose() (in module tvm.relay.nn) conv1d_transpose_ncw() (in module tvm.topi.nn) conv2d() (in module tvm.relay.nn) (in module tvm.topi.nn) conv2d_alter_layout() (in module tvm.topi.nn) conv2d_backward_weight() (in module tvm.relay.nn) conv2d_forward() (in module tvm.contrib.miopen) conv2d_gemm_weight_transform() (in module tvm.topi.nn) conv2d_hwcn() (in module tvm.topi.nn) conv2d_infer_layout() (in module tvm.topi.nn) conv2d_legalize() (in module tvm.topi.nn) conv2d_nchw() (in module tvm.topi.nn) conv2d_NCHWc() (in module tvm.topi.nn) conv2d_NCHWc_int8() (in module tvm.topi.nn) conv2d_nhwc() (in module tvm.topi.nn) conv2d_transpose() (in module tvm.relay.nn) conv2d_transpose_legalize() (in module tvm.topi.nn) conv2d_transpose_nchw() (in module tvm.topi.nn) conv2d_transpose_nchw_preprocess() (in module tvm.topi.nn) conv2d_winograd_nchw() (in module tvm.topi.nn) conv2d_winograd_nchw_without_weight_transform() (in module tvm.topi.nn) conv2d_winograd_nhwc() (in module tvm.topi.nn) conv2d_winograd_nhwc_without_weight_transform() (in module tvm.topi.nn) conv2d_winograd_nnpack_weight_transform() (in module tvm.topi.nn) conv2d_winograd_weight_transform() (in module tvm.topi.nn) Conv2dToSparse() (in module tvm.relay.transform) Conv2dToSparse2() (in module tvm.relay.transform) conv3d() (in module tvm.relay.nn) conv3d_alter_layout() (in module tvm.topi.nn) conv3d_ncdhw() (in module tvm.topi.nn) conv3d_ndhwc() (in module tvm.topi.nn) conv3d_transpose() (in module tvm.relay.nn) conv3d_transpose_legalize() (in module tvm.topi.nn) conv3d_transpose_ncdhw() (in module tvm.topi.nn) conv3d_transpose_ncdhw_preprocess() (in module tvm.topi.nn) conv3d_winograd_weight_transform() (in module tvm.topi.nn) conv_block() (in module tvm.relay.testing.mobilenet) convert() (in module tvm.runtime) convert_func() (in module tvm.contrib.dlpack) convert_to_object() (in module tvm.runtime) ConvertBlocksToOpaque() (in module tvm.tir.transform) ConvertForLoopsToSerial() (in module tvm.tir.transform) ConvertLayout() (in module tvm.relay.transform) convolution_inference() (in module tvm.contrib.nnpack) convolution_inference_weight_transform() (in module tvm.contrib.nnpack) convolution_inference_without_weight_transform() (in module tvm.contrib.nnpack) CoProcSync() (in module tvm.tir.transform) copy() (tvm.tir.Schedule method) copy_crt_config_header() (in module tvm.micro) copyfrom() (tvm.nd.NDArray method) copysign() (in module tvm.tir) copyto() (tvm.nd.NDArray method) correlation() (in module tvm.relay.nn) correlation_nchw() (in module tvm.topi.nn) cos() (in module tvm.te) (in module tvm.tir) cosh() (in module tvm.te) (in module tvm.tir) CostModel (class in tvm.meta_schedule) count() (in module tvm.relay.testing) count_layers() (in module tvm.relay.analysis) count_ops() (in module tvm.relay.testing) cpu() (in module tvm.relay.analysis) (in module tvm.runtime) (tvm.rpc.RPCSession method) create() (in module tvm.autotvm.task.task) (in module tvm.contrib.graph_executor) (in module tvm.target) (tvm.meta_schedule.Builder static method) (tvm.meta_schedule.CostModel static method) (tvm.meta_schedule.Database static method) (tvm.meta_schedule.FeatureExtractor static method) (tvm.meta_schedule.MeasureCallback static method) (tvm.meta_schedule.Mutator static method) (tvm.meta_schedule.Postproc static method) (tvm.meta_schedule.Runner static method) (tvm.meta_schedule.ScheduleRule static method) (tvm.meta_schedule.SearchStrategy static method) (tvm.meta_schedule.SpaceGenerator static method) (tvm.meta_schedule.TaskScheduler static method) create_dylib() (in module tvm.contrib.xcode) create_executable() (in module tvm.contrib.cc) create_graph() (tvm.contrib.relay_viz.dot.DotPlotter method) (tvm.contrib.relay_viz.interface.Plotter method) (tvm.contrib.relay_viz.terminal.TermPlotter method) create_group() (tvm.te.Schedule method) create_llvm() (in module tvm.contrib.clang) create_local_aot_executor() (in module tvm.micro) create_local_debug_executor() (in module tvm.micro) create_local_graph_executor() (in module tvm.micro) create_measure_batch() (in module tvm.autotvm.measure) create_prim_func() (in module tvm.te) create_raw_stream() (tvm.runtime.Device method) create_schedule() (in module tvm.te) create_shared() (in module tvm.contrib.cc) (in module tvm.contrib.ndk) create_task() (in module tvm.auto_scheduler) create_tvmjs_wasm() (in module tvm.contrib.emcc) create_workload() (in module tvm.relay.testing) crop_and_resize() (in module tvm.relay.image) (in module tvm.topi.image) cross_compiler() (in module tvm.contrib.cc) cross_entropy() (in module tvm.relay.nn) cross_entropy_with_logits() (in module tvm.relay.nn) csrmm() (in module tvm.topi.sparse) csrmv() (in module tvm.topi.sparse) CSRNDArray (class in tvm.contrib.sparse) CSRPlaceholderOp (class in tvm.contrib.sparse) csv() (tvm.runtime.Report method) cuda() (in module tvm.runtime) (in module tvm.target) (tvm.rpc.RPCSession method) current() (tvm.meta_schedule.Database static method) (tvm.meta_schedule.Profiler static method) (tvm.target.Target static method) (tvm.te.SpecializedCondition static method) (tvm.transform.PassContext static method)

D

Database (class in tvm.meta_schedule) DataProducer (class in tvm.tir) DataType (class in tvm.runtime) DataTypeCode (class in tvm.runtime) DataTypePattern (class in tvm.relay.dataflow_pattern) DeadCodeElimination() (in module tvm.relay.transform) debug_get_output() (tvm.contrib.graph_executor.GraphModule method) decl_buffer() (in module tvm.tir) decl_tensor_intrin() (in module tvm.te) declaration_conv2d_transpose_impl() (in module tvm.topi.nn) declaration_conv3d_transpose_impl() (in module tvm.topi.nn) DeclBuffer (class in tvm.tir) decode() (in module tvm.autotvm.record) decompose_padding() (tvm.tir.Schedule method) decompose_reduction() (tvm.tir.Schedule method) deconv2d() (in module tvm.relay.testing.dcgan) deconv2d_bn_relu() (in module tvm.relay.testing.dcgan) decorate() (in module tvm.te.hybrid) DecorateDeviceScope() (in module tvm.tir.transform) DefaultVizParser (class in tvm.contrib.relay_viz.interface) define_annotate() (tvm.autotvm.task.space.ConfigSpace method) define_knob() (tvm.autotvm.task.space.ConfigSpace method) define_reorder() (tvm.autotvm.task.space.ConfigSpace method) define_split() (tvm.autotvm.task.space.ConfigSpace method) deformable_conv2d() (in module tvm.relay.nn) deformable_conv2d_nchw() (in module tvm.topi.nn) deformable_conv2d_nhwc() (in module tvm.topi.nn) Defunctionalization() (in module tvm.relay.transform) DefuseOps() (in module tvm.relay.transform) dense() (in module tvm.relay.nn) (in module tvm.topi.nn) (in module tvm.topi.sparse) dense_alter_layout() (in module tvm.topi.nn) dense_legalize() (in module tvm.topi.nn) dense_pack() (in module tvm.topi.nn) DenseToSparse() (in module tvm.relay.transform) depth_to_space() (in module tvm.relay.nn) (in module tvm.topi.nn) depthwise_conv2d_backward_input_nhwc() (in module tvm.topi.nn) depthwise_conv2d_backward_weight_nhwc() (in module tvm.topi.nn) depthwise_conv2d_infer_layout() (in module tvm.topi.nn) depthwise_conv2d_nchw() (in module tvm.topi.nn) depthwise_conv2d_NCHWc() (in module tvm.topi.nn)

depthwise_conv2d_nhwc() (in module tvm.topi.nn) derived_object() (in module tvm.meta_schedule) deserialize_args() (in module tvm.autotvm.task.task) detect_feature() (in module tvm.relay.analysis) Device (class in tvm.runtime) device (tvm.nd.NDArray property) device() (in module tvm.runtime) (tvm.rpc.RPCSession method) device_metrics (tvm.runtime.Report attribute) device_name (tvm.runtime.Device property) DFPattern (class in tvm.relay.dataflow_pattern) DFPatternCallback (class in tvm.relay.dataflow_pattern) DiagnosticError DictAttrs (class in tvm.ir) dilate() (in module tvm.relay.nn) (in module tvm.topi.nn) dilation2d() (in module tvm.relay.image) dilation2d_nchw() (in module tvm.topi.image) dilation2d_nhwc() (in module tvm.topi.image) dilation_h (tvm.topi.nn.Workload property) dilation_w (tvm.topi.nn.Workload property) dims (tvm.autotvm.task.space.ConfigSpace property) DirectoryCreatedPastAtExit DispatchContext (class in tvm.auto_scheduler) (class in tvm.autotvm.task.dispatcher) Div (class in tvm.tir) div() (in module tvm.te) (in module tvm.tir) DivToMul() (in module tvm.relay.transform) dominates() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) DominatorPattern (class in tvm.relay.dataflow_pattern) DotGraph (class in tvm.contrib.relay_viz.dot) DotPlotter (class in tvm.contrib.relay_viz.dot) double_buffer() (tvm.te.Stage method) download() (tvm.rpc.RPCSession method) download_linked_module() (tvm.rpc.RPCSession method) driver_version (tvm.runtime.Device property) dropout() (in module tvm.relay.nn) dropout_raw() (in module tvm.relay.nn) dtype (tvm.nd.NDArray property) (tvm.te.TensorSlice property) DynamicToStatic() (in module tvm.relay.transform)

E

edge() (tvm.contrib.relay_viz.dot.DotGraph method) (tvm.contrib.relay_viz.interface.VizGraph method) (tvm.contrib.relay_viz.terminal.TermGraph method) EliminateCommonSubexpr() (in module tvm.relay.transform) empty() (in module tvm.nd) EmptyPolicy (class in tvm.auto_scheduler) enabled() (in module tvm.runtime) enabled_targets() (in module tvm.relay.testing) encode() (in module tvm.autotvm.record) end_profile_intrinsic() (in module tvm.tir) enter_pass_ctx() (tvm.instrument.PassInstrument method) enter_postproc() (tvm.tir.Schedule method) entry_func (tvm.runtime.Module property) env_threads() (tvm.te.Stage method) EnvFunc (class in tvm.ir) Environment() (in module vta) EQ (class in tvm.tir) equal_const_int() (in module tvm.topi.nn) erf() (in module tvm.te) (in module tvm.tir) EtaExpand() (in module tvm.relay.transform) Evaluate (class in tvm.tir) evaluate() (tvm.relay.backend.interpreter.Executor method)

evolutionary_search() (tvm.auto_scheduler.SketchPolicy method) Executor (class in tvm.relay.backend.interpreter) exist (tvm.runtime.Device property) exit_pass_ctx() (tvm.instrument.PassInstrument method) exp() (in module tvm.te) (in module tvm.tir) exp10() (in module tvm.tir) exp2() (in module tvm.tir) export_library() (tvm.runtime.Module method) export_model_library_format() (in module tvm.micro) Expr (in module tvm.relay.dataflow_pattern) (in module tvm.relay.nn) ExprPattern (class in tvm.relay.dataflow_pattern) ext_dev() (in module tvm.runtime) (tvm.rpc.RPCSession method) extern() (in module tvm.te) extern_primfunc() (in module tvm.te) ExternOp (class in tvm.te) extract_from() (tvm.meta_schedule.FeatureExtractor method) extract_fused_functions() (in module tvm.relay.analysis) extract_intermdeiate_expr() (in module tvm.relay.analysis) extract_tasks() (in module tvm.auto_scheduler) ExtractedTask (class in tvm.meta_schedule) ExtractPrimFuncConstants() (in module tvm.tir.transform)

F

factor_of() (tvm.tir.Layout method) FakeQuantizationToInteger() (in module tvm.relay.transform) fallback_split() (tvm.autotvm.task.space.FallbackConfigEntity method) fallback_with_reference_log() (tvm.autotvm.task.space.FallbackConfigEntity method) FallbackConfigEntity (class in tvm.autotvm.task.space) FallbackContext (class in tvm.autotvm.task.dispatcher) fast_softmax() (in module tvm.relay.nn) (in module tvm.topi.nn) FastMath() (in module tvm.relay.transform) Feature (class in tvm.relay.analysis) FeatureExtractor (class in tvm.meta_schedule) fGraph (tvm.relay.analysis.Feature attribute) fifo_buffer() (in module tvm.relay.nn) (in module tvm.topi.nn) FileLock (class in tvm.contrib.utils) filelock() (in module tvm.contrib.utils) Filter() (in module tvm.tir.transform) find_clang() (in module tvm.contrib.clang) find_cuda_path() (in module tvm.contrib.nvcc) find_lld() (in module tvm.contrib.rocm) FirstOrderGradient() (in module tvm.relay.transform) flatten() (in module tvm.topi.nn) FlattenAtrousConv() (in module tvm.relay.transform) FlattenBuffer() (in module tvm.tir.transform) FlexibleShapeDispatch (class in tvm.relay.transform) FloatImm (class in tvm.tir) floor() (in module tvm.te) (in module tvm.tir) FloorDiv (class in tvm.tir) floordiv() (in module tvm.te) (in module tvm.tir) FloorMod (class in tvm.tir) floormod() (in module tvm.te) (in module tvm.tir) FlopCalculationError fMatch (tvm.relay.analysis.Feature attribute) fmod() (in module tvm.te) (in module tvm.tir) FoldConstant() (in module tvm.relay.transform)

FoldConstantExpr() (in module tvm.relay.transform) FoldExplicitPadding() (in module tvm.relay.transform) FoldScaleAxis() (in module tvm.relay.transform) For (class in tvm.tir) fork_seed() (tvm.tir.Schedule method) ForKind (class in tvm.tir) format (tvm.runtime.Module property) forward_index() (tvm.tir.BijectiveLayout method) forward_shape() (tvm.tir.BijectiveLayout method) ForwardFoldScaleAxis() (in module tvm.relay.transform) free_raw_stream() (tvm.runtime.Device method) free_type_vars() (in module tvm.relay.analysis) free_vars() (in module tvm.relay.analysis) from_caffe() (in module tvm.relay.frontend) from_caffe2() (in module tvm.relay.frontend) from_coreml() (in module tvm.relay.frontend) from_darknet() (in module tvm.relay.frontend) from_expr() (tvm.ir.IRModule static method) from_func() (tvm.tir.IndexMap static method) from_func_with_separators() (tvm.tir.IndexMap static method) from_json() (tvm.runtime.Report class method) from_json_dict() (tvm.autotvm.task.space.ConfigEntity static method) from_keras() (in module tvm.relay.frontend) from_min_extent() (tvm.ir.Range static method) from_mxnet() (in module tvm.relay.frontend) from_oneflow() (in module tvm.relay.frontend) from_onnx() (in module tvm.relay.frontend) from_paddle() (in module tvm.relay.frontend) from_pytorch() (in module tvm.relay.frontend) from_tensorflow() (in module tvm.relay.frontend) from_tflite() (in module tvm.relay.frontend) fully_connected_inference() (in module tvm.contrib.nnpack) function_pass() (in module tvm.relay.transform) FunctionPass (class in tvm.relay.transform) FunctionPattern (class in tvm.relay.dataflow_pattern) FuncType (class in tvm.ir) fuse() (tvm.te.Stage method) (tvm.tir.Schedule method) FuseOps() (in module tvm.relay.transform)

G

GATuner (class in tvm.autotvm.tuner) GE (class in tvm.tir) generate_design_space() (tvm.meta_schedule.SpaceGenerator method) (tvm.meta_schedule.TuneContext method) generate_measure_candidates() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) generate_project() (in module tvm.micro) (tvm.micro.TemplateProject method) generate_project_from_mlf() (tvm.micro.TemplateProject method) generate_sketches() (tvm.auto_scheduler.SketchPolicy method) GeneratedProject (class in tvm.micro) generic_func() (in module tvm.target) GenericFunc (class in tvm.target) get() (in module tvm.relay.backend.te_compiler) (in module tvm.relay.dataflow_pattern) (tvm.autotvm.task.space.ConfigSpace method) (tvm.autotvm.task.topi_integration.TaskExtractEnv static method) (tvm.ir.EnvFunc static method) (tvm.ir.Map method) (tvm.ir.Op static method) (tvm.meta_schedule.Profiler method) (tvm.tir.Schedule method) (tvm.tir.TensorIntrin static method) get_1d_indices() (in module tvm.topi.image) get_1d_pixel() (in module tvm.topi.image) get_2d_indices() (in module tvm.topi.image) get_2d_pixel() (in module tvm.topi.image) get_3d_indices() (in module tvm.topi.image) get_3d_pixel() (in module tvm.topi.image) get_all_tuning_records() (tvm.meta_schedule.Database method) get_attr() (tvm.ir.IRModule method) (tvm.ir.Op method) get_block() (tvm.tir.Schedule method) get_block_scope() (tvm.tir.ScheduleState method) get_calibration_data() (in module tvm.relay.analysis) get_cc() (in module tvm.contrib.cc) get_child_blocks() (tvm.tir.Schedule method) get_classifier() (in module tvm.relay.testing.vgg) get_closest_index() (in module tvm.topi.image) get_config() (in module tvm.autotvm.task.task) get_const_int() (in module tvm.topi.nn) get_const_tuple() (in module tvm.topi.nn) get_constructor() (tvm.ir.IRModule method) get_consumers() (tvm.tir.Schedule method) get_ctor() (tvm.relay.testing.Prelude method) get_ctor_static() (tvm.relay.testing.Prelude method) get_cuda_version() (in module tvm.contrib.nvcc) get_deps_by_dst() (tvm.tir.BlockScope method) get_deps_by_src() (tvm.tir.BlockScope method) get_device() (in module tvm.contrib.graph_executor) get_env() (in module vta) get_exec() (tvm.relay.backend.vm.VMCompiler method) get_factors() (in module tvm.autotvm.task.space) get_feature() (in module tvm.relay.testing.vgg) get_flatten_feature() (tvm.autotvm.task.space.ConfigEntity method) get_flattened_buffer() (tvm.tir.Buffer method) get_function() (tvm.rpc.RPCSession method) (tvm.runtime.Module method) get_global_type_var() (tvm.ir.IRModule method) get_global_type_vars() (tvm.ir.IRModule method) get_global_var() (tvm.ir.IRModule method) (tvm.relay.testing.Prelude method) get_global_var_static() (tvm.relay.testing.Prelude method) get_global_vars() (tvm.ir.IRModule method) get_init_state() (tvm.auto_scheduler.ComputeDAG method) get_input() (tvm.contrib.graph_executor.GraphModule method) get_input_index() (tvm.contrib.graph_executor.GraphModule method) get_input_info() (tvm.contrib.graph_executor.GraphModule method) get_int() (tvm.ir.Attrs method) get_int_tuple() (tvm.ir.Attrs method) get_inx() (in module tvm.topi.image) get_kind_attr() (tvm.target.Target method) get_loops() (tvm.tir.Schedule method) get_microtvm_template_projects() (in module tvm.micro) get_name() (tvm.relay.testing.Prelude method) get_name_static() (tvm.relay.testing.Prelude method) get_native_generic_func() (in module tvm.target) get_net() (in module tvm.relay.testing.dcgan) (in module tvm.relay.testing.inception_v3) (in module tvm.relay.testing.lstm) (in module tvm.relay.testing.mlp) (in module tvm.relay.testing.resnet) (in module tvm.relay.testing.squeezenet) (in module tvm.relay.testing.vgg) get_next_index() (tvm.autotvm.task.space.ConfigSpace method)

get_node_edges() (tvm.contrib.relay_viz.interface.DefaultVizParser method) (tvm.contrib.relay_viz.interface.VizParser method) (tvm.contrib.relay_viz.terminal.TermVizParser method) get_num_inputs() (tvm.contrib.graph_executor.GraphModule method) get_num_output() (tvm.autotvm.task.space.AnnotateSpace static method) (tvm.autotvm.task.space.OtherOptionSpace static method) (tvm.autotvm.task.space.ReorderSpace static method) (tvm.autotvm.task.space.SplitSpace static method) (tvm.autotvm.task.space.TransformSpace static method) (tvm.autotvm.task.space.VirtualAxis static method) get_num_outputs() (tvm.contrib.graph_executor.GraphModule method) get_other_option() (tvm.autotvm.task.space.ConfigEntity method) get_output() (tvm.contrib.graph_executor.GraphModule method) get_output_blocks() (tvm.tir.Schedule method) get_packed_func() (tvm.target.GenericFunc method) get_pad_tuple() (in module tvm.topi.image) (in module tvm.topi.nn) get_pad_tuple1d() (in module tvm.relay.nn) (in module tvm.topi.nn) get_pad_tuple2d() (in module tvm.relay.nn) get_pad_tuple3d() (in module tvm.relay.nn) (in module tvm.topi.nn) get_pad_tuple_generic() (in module tvm.topi.nn) get_params() (tvm.relay.backend.vm.VMCompiler method) get_pow2s() (in module tvm.autotvm.task.space) get_producers() (tvm.tir.Schedule method) get_property_mask() (tvm.runtime.Module method) get_rand_index() (tvm.autotvm.task.space.ConfigSpace method) get_region() (tvm.relay.analysis.AnnotatedRegionSet method) get_shape() (in module tvm.relay.backend.te_compiler) get_shape_from_rewritten_layout() (in module tvm.auto_scheduler) get_source() (tvm.runtime.Module method) get_sref() (tvm.tir.Schedule method) (tvm.tir.ScheduleState method) get_standalone_crt_dir() (in module tvm.micro) get_str() (tvm.ir.Attrs method) get_target_by_dump_machine() (in module tvm.contrib.cc) get_target_compute_version() (in module tvm.contrib.nvcc) get_target_default() (tvm.auto_scheduler.LayoutRewriteOption static method) get_target_device_type() (tvm.target.Target method) get_tasks() (tvm.autotvm.task.topi_integration.TaskExtractEnv method) get_tensor_ctor_static() (tvm.relay.testing.Prelude method) get_top_k() (tvm.meta_schedule.Database method) get_total_mac_number() (in module tvm.relay.analysis) get_type() (tvm.relay.testing.Prelude method) get_type_static() (tvm.relay.testing.Prelude method) get_valid_counts() (in module tvm.relay.vision) get_valid_implementations() (in module tvm.relay.backend.te_compiler) get_workload() (in module tvm.autotvm.task.topi_integration) (in module tvm.relay.testing.dcgan) (in module tvm.relay.testing.densenet) (in module tvm.relay.testing.inception_v3) (in module tvm.relay.testing.lstm) (in module tvm.relay.testing.mlp) (in module tvm.relay.testing.mobilenet) (in module tvm.relay.testing.resnet) (in module tvm.relay.testing.squeezenet) (in module tvm.relay.testing.vgg) get_workload_entry() (tvm.auto_scheduler.ApplyHistoryBest static method) global_avg_pool1d() (in module tvm.relay.nn) global_avg_pool2d() (in module tvm.relay.nn) global_avg_pool3d() (in module tvm.relay.nn) global_call_count() (tvm.relay.analysis.CallGraph method) global_max_pool1d() (in module tvm.relay.nn) global_max_pool2d() (in module tvm.relay.nn) global_max_pool3d() (in module tvm.relay.nn) global_pool() (in module tvm.topi.nn) GlobalTypeVar (class in tvm.ir) GlobalVar (class in tvm.ir) gpu() (in module tvm.runtime) gradient() (in module tvm.relay.testing) (in module tvm.relay.transform) (in module tvm.te) GraphExecutorCodegen (class in tvm.relay.backend.graph_executor_codegen) GraphModule (class in tvm.contrib.graph_executor) grid_sample() (in module tvm.relay.image) (in module tvm.topi.image) GridSearchTuner (class in tvm.autotvm.tuner) group_conv1d_ncw() (in module tvm.topi.nn) group_conv1d_nwc() (in module tvm.topi.nn) group_conv2d_nchw() (in module tvm.topi.nn) group_conv2d_nhwc() (in module tvm.topi.nn) group_conv2d_transpose_nchw() (in module tvm.topi.nn) group_norm() (in module tvm.relay.nn) (in module tvm.topi.nn) GT (class in tvm.tir)

H

HardwareParams (class in tvm.auto_scheduler) has_attr() (in module tvm.relay.dataflow_pattern) (tvm.ir.Op method) (tvm.relay.dataflow_pattern.DFPattern method) has_dtype() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) has_next() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) has_shape() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) has_type() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method)

has_workload() (tvm.meta_schedule.Database method) have_bf16() (in module tvm.contrib.nvcc) have_cudagraph() (in module tvm.contrib.nvcc) have_fp16() (in module tvm.contrib.nvcc) have_int8() (in module tvm.contrib.nvcc) have_tensorcore() (in module tvm.contrib.nvcc) height (tvm.topi.nn.Workload property) hexagon() (in module tvm.target) (tvm.rpc.RPCSession method) HoistedConditionals (class in tvm.tir.transform) HoistedLetBindings (class in tvm.tir.transform) HoistExpression() (in module tvm.tir.transform) HoistIfThenElse() (in module tvm.tir.transform) HybridModule (class in tvm.te.hybrid) HybridOp (class in tvm.te) hypot() (in module tvm.tir)

I

if_then_else() (in module tvm.te) (in module tvm.tir) IfElseExpr (tvm.tir.transform.HoistedConditionals attribute) IfElseStmt (tvm.tir.transform.HoistedConditionals attribute) IfPattern (class in tvm.relay.dataflow_pattern) IfThenElse (class in tvm.tir) implements_function() (tvm.runtime.Module method) import_module() (tvm.runtime.Module method) imported_modules (tvm.runtime.Module property) in_dtype (tvm.topi.nn.Workload property) in_filter (tvm.topi.nn.Workload property) IncompleteType (class in tvm.ir) index (tvm.autotvm.task.space.Axis property) index_of() (tvm.tir.Layout method) indexdiv() (in module tvm.te) (in module tvm.tir) IndexMap (class in tvm.tir) indexmod() (in module tvm.te) (in module tvm.tir) infer_bound_from_state() (tvm.auto_scheduler.ComputeDAG method) InferFragment() (in module tvm.tir.transform) InferType() (in module tvm.relay.transform) InferTypeLocal() (in module tvm.relay.transform) infinity() (in module tvm.tir) info (tvm.transform.Pass property) InjectCopyIntrin() (in module tvm.tir.transform) InjectDoubleBuffer() (in module tvm.tir.transform) InjectPrefetch() (in module tvm.tir.transform) InjectPTXAsyncCopy() (in module tvm.tir.transform) InjectRollingBuffer() (in module tvm.tir.transform) InjectSoftwarePipeline() (in module tvm.tir.transform) InjectVirtualThread() (in module tvm.tir.transform) Inline() (in module tvm.relay.transform) inline_mark() (tvm.tir.StmtSRef static method) InlineCompilerFunctionsBoundTo() (in module tvm.relay.transform) InstallDebugSpans() (in module tvm.tir.transform) instance_norm() (in module tvm.relay.nn) (in module tvm.topi.nn) instantiate() (tvm.autotvm.task.task.Task method)

InstantiationError InstrumentBoundCheckers() (in module tvm.tir.transform) InstrumentProfileIntrinsics() (in module tvm.tir.transform) intel_graphics() (in module tvm.target) InternalError Interpreter (class in tvm.relay.backend.interpreter) IntImm (class in tvm.tir) inverse() (tvm.tir.IndexMap method) ir_transform() (in module tvm.tir.stmt_functor) IRModule (class in tvm.ir) is_auto_scheduler_enabled() (in module tvm.auto_scheduler) is_available() (in module tvm.contrib.nnpack) is_binary_serializable (tvm.runtime.Module property) is_constant() (in module tvm.relay.dataflow_pattern) is_dso_exportable (tvm.runtime.Module property) is_equivalent_to() (tvm.tir.IndexMap method) is_expr() (in module tvm.relay.dataflow_pattern) is_if() (in module tvm.relay.dataflow_pattern) is_index_valid() (tvm.autotvm.task.space.ConfigSpace method) is_let() (in module tvm.relay.dataflow_pattern) is_meta_schedule_enabled() (in module tvm.meta_schedule) is_op() (in module tvm.relay.dataflow_pattern) is_recursive() (tvm.relay.analysis.CallGraph method) is_runnable (tvm.runtime.Module property) is_source_path() (in module tvm.contrib.utils) is_tuple() (in module tvm.relay.dataflow_pattern) is_tuple_get_item() (in module tvm.relay.dataflow_pattern) is_var() (in module tvm.relay.dataflow_pattern) isfinite() (in module tvm.te) (in module tvm.tir) isinf() (in module tvm.te) (in module tvm.tir) isnan() (in module tvm.te) (in module tvm.tir) isnullptr() (in module tvm.tir) items() (tvm.ir.DictAttrs method) (tvm.ir.Map method) (tvm.relay.backend.te_compiler.TECompiler method) IterVar (class in tvm.tir)

J

jit() (tvm.relay.backend.te_compiler.TECompiler method)

join_running_task() (tvm.meta_schedule.TaskScheduler method) json() (tvm.runtime.Report method)

K

kernel_h (tvm.topi.nn.Workload property) kernel_w (tvm.topi.nn.Workload property)

keys() (tvm.ir.Attrs method) (tvm.ir.DictAttrs method) knob2point() (tvm.autotvm.task.space.ConfigSpace method)

L

l2_normalize() (in module tvm.relay.nn) LambdaLift() (in module tvm.relay.transform) layer_norm() (in module tvm.relay.nn) (in module tvm.topi.nn) Layout (class in tvm.tir) layout() (in module tvm.tir) layout_transform() (in module tvm.topi.nn) LayoutConfig (class in tvm.relay.transform) LayoutRewriteOption (class in tvm.auto_scheduler) LazyGradientInit() (in module tvm.relay.transform) ldexp() (in module tvm.tir) LE (class in tvm.tir) leaky_relu() (in module tvm.relay.nn) (in module tvm.topi.nn) Legalize() (in module tvm.relay.transform) LegalizePackedCalls() (in module tvm.tir.transform) Let (class in tvm.tir) LetExpr (tvm.tir.transform.HoistedLetBindings attribute) LetPattern (class in tvm.relay.dataflow_pattern) LetStmt (class in tvm.tir) (tvm.tir.transform.HoistedLetBindings attribute) LiftAttrScope() (in module tvm.tir.transform) likely() (in module tvm.tir) list_configs() (tvm.transform.PassContext static method) list_fake_quantized_op_freqs() (in module tvm.relay.analysis) list_field_info() (tvm.ir.Attrs method) list_kinds() (tvm.target.Target static method) list_op_freqs() (in module tvm.relay.analysis) list_op_names() (tvm.ir.Op static method) list_tags() (in module tvm.target) listdir() (tvm.contrib.utils.TempDirectory method) load() (tvm.auto_scheduler.ApplyHistoryBest method) (tvm.auto_scheduler.XGBModel method) (tvm.autotvm.task.dispatcher.ApplyHistoryBest method) (tvm.meta_schedule.CostModel method) (tvm.te.hybrid.HybridModule method) load_best_record() (in module tvm.auto_scheduler) load_from_buffer() (in module tvm.autotvm.record) load_from_file() (in module tvm.autotvm.record) load_history() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) load_json() (in module tvm.ir) load_module() (in module tvm.runtime) (tvm.rpc.RPCSession method)

load_param_dict() (in module tvm.runtime) load_param_dict_from_file() (in module tvm.runtime) load_params() (tvm.contrib.graph_executor.GraphModule method) load_prelude() (tvm.relay.testing.Prelude method) load_records() (in module tvm.auto_scheduler) load_static_library() (in module tvm.runtime) LocalBuilder (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) LocalRPCMeasureContext (class in tvm.auto_scheduler) LocalRunner (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) LocalSession (class in tvm.rpc) log() (in module tvm.te) (in module tvm.tir) log10() (in module tvm.te) (in module tvm.tir) log1p() (in module tvm.tir) log2() (in module tvm.te) (in module tvm.tir) log_softmax() (in module tvm.contrib.miopen) (in module tvm.relay.nn) (in module tvm.topi.nn) log_to_database() (in module tvm.autotvm.tuner.callback) log_to_file() (in module tvm.autotvm.tuner.callback) lookup_param() (in module tvm.tir) LoopPartition() (in module tvm.tir.transform) lower() (in module tvm) (in module vta) (tvm.relay.backend.te_compiler.TECompiler method) (tvm.relay.backend.vm.VMCompiler method) lower_to_primfunc() (in module tvm.relay.backend.te_compiler) LowerAutoCopy() (in module tvm.tir.transform) LowerCrossThreadReduction() (in module tvm.tir.transform) LowerCustomDatatypes() (in module tvm.tir.transform) LowerDeviceStorageAccessInfo() (in module tvm.tir.transform) LoweredOutput (class in tvm.relay.backend.te_compiler) LowerInitBlock() (in module tvm.tir.transform) LowerIntrin() (in module tvm.tir.transform) LowerMatchBuffer() (in module tvm.tir.transform) LowerOpaqueBlock() (in module tvm.tir.transform) LowerThreadAllreduce() (in module tvm.tir.transform) LowerTVMBuiltin() (in module tvm.tir.transform) LowerWarpMemory() (in module tvm.tir.transform) lrn() (in module tvm.relay.nn) (in module tvm.topi.nn) lstm() (in module tvm.topi.nn) lstm_cell() (in module tvm.relay.testing.lstm) LT (class in tvm.tir)

M

make_compilation_config() (in module tvm.target) make_nat_expr() (in module tvm.relay.testing) make_nat_value() (in module tvm.relay.testing) make_node() (in module tvm.ir) (in module tvm.relay.dataflow_pattern) make_workload_key() (in module tvm.auto_scheduler) MakePackedAPI() (in module tvm.tir.transform) MakeUnpackedAPI() (in module tvm.tir.transform) mali() (in module tvm.target) ManifestLifetimes() (in module tvm.relay.transform) ManifestSharedMemoryLocalStage() (in module tvm.tir.transform) Map (class in tvm.ir) map_indices() (tvm.tir.IndexMap method) map_ndarray() (tvm.tir.IndexMap method) map_shape() (tvm.tir.IndexMap method) MarkCompilerFunctionsAsExtern() (in module tvm.relay.transform) match() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) MatchBufferRegion (class in tvm.tir) matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.rocblas) (in module tvm.relay.nn) (in module tvm.topi.nn) matmul_legalize() (in module tvm.topi.nn) mattr (tvm.target.Target property) Max (class in tvm.tir) max() (in module tvm.te) (in module tvm.tir) max_clock_rate (tvm.runtime.Device property) max_num_threads (tvm.target.Target property) max_pool1d() (in module tvm.relay.nn) max_pool2d() (in module tvm.relay.nn) max_pool2d_grad() (in module tvm.relay.nn) max_pool3d() (in module tvm.relay.nn) max_shared_memory_per_block (tvm.runtime.Device property) max_thread_dimensions (tvm.runtime.Device property) max_threads_per_block (tvm.runtime.Device property) max_value() (in module tvm.te) (in module tvm.tir) mcpu (tvm.target.Target property) measure_option() (in module tvm.autotvm.measure) measure_str_key() (in module tvm.autotvm.record) MeasureCallback (class in tvm.meta_schedule) MeasureCandidate (class in tvm.meta_schedule) MeasureInput (class in tvm.auto_scheduler) (class in tvm.autotvm.measure) MeasureResult (class in tvm.auto_scheduler) (class in tvm.autotvm.measure) memoize() (in module tvm.contrib.pickle_memoize) merge() (tvm.tir.Schedule method) MergeCompilerRegions() (in module tvm.relay.transform) MergeComposite() (in module tvm.relay.transform) MergeDynamicSharedMemoryAllocations() (in module tvm.tir.transform) metal() (in module tvm.runtime) (tvm.rpc.RPCSession method) Min (class in tvm.tir) min() (in module tvm.te) (in module tvm.tir) min_value() (in module tvm.te) (in module tvm.tir) mirror_pad() (in module tvm.relay.nn) (in module tvm.topi.nn) MissingTask (class in tvm.autotvm.task.task) mma_fill() (in module tvm.tir) mma_store() (in module tvm.tir) mobile_net() (in module tvm.relay.testing.mobilenet) Mod (class in tvm.tir) mod (tvm.tir.Schedule property) model (tvm.target.Target property) module tvm.auto_scheduler tvm.autotvm tvm.autotvm.measure.measure tvm.autotvm.record tvm.autotvm.task tvm.autotvm.task.dispatcher tvm.autotvm.task.space tvm.autotvm.task.task tvm.autotvm.task.topi_integration tvm.autotvm.tuner tvm.autotvm.tuner.callback tvm.contrib tvm.contrib.cblas tvm.contrib.cc tvm.contrib.clang tvm.contrib.cublas tvm.contrib.dlpack tvm.contrib.emcc tvm.contrib.graph_executor tvm.contrib.miopen tvm.contrib.mxnet tvm.contrib.ndk tvm.contrib.nnpack tvm.contrib.nvcc tvm.contrib.pickle_memoize tvm.contrib.random tvm.contrib.relay_viz tvm.contrib.relay_viz.dot tvm.contrib.relay_viz.interface tvm.contrib.relay_viz.terminal tvm.contrib.rocblas tvm.contrib.rocm tvm.contrib.sparse tvm.contrib.spirv tvm.contrib.tar tvm.contrib.utils tvm.contrib.xcode tvm.driver tvm.error tvm.instrument tvm.ir tvm.meta_schedule tvm.micro tvm.relay.analysis tvm.relay.backend tvm.relay.backend.graph_executor_codegen tvm.relay.backend.interpreter tvm.relay.backend.te_compiler tvm.relay.backend.vm tvm.relay.dataflow_pattern tvm.relay.frontend tvm.relay.image tvm.relay.nn tvm.relay.testing tvm.relay.testing.dcgan tvm.relay.testing.densenet tvm.relay.testing.inception_v3 tvm.relay.testing.lstm tvm.relay.testing.mlp tvm.relay.testing.mobilenet tvm.relay.testing.resnet tvm.relay.testing.squeezenet tvm.relay.testing.vgg tvm.relay.transform tvm.relay.vision tvm.rpc tvm.runtime tvm.runtime.ndarray tvm.target tvm.te tvm.te.hybrid tvm.tir tvm.tir.stmt_functor tvm.tir.transform tvm.topi.image tvm.topi.nn tvm.topi.sparse tvm.transform vta

Module (class in tvm.runtime) module (tvm.contrib.graph_executor.GraphModule attribute) (tvm.relay.analysis.CallGraph property) module_pass() (in module tvm.transform) ModulePass (class in tvm.transform) Monitor (class in tvm.autotvm.tuner.callback) mtl() (in module tvm.runtime) Mul (class in tvm.tir) multi_filter() (tvm.autotvm.task.space.ConfigSpace method) multi_processor_count (tvm.runtime.Device property) multibox_prior() (in module tvm.relay.vision) multibox_transform_loc() (in module tvm.relay.vision) multiply() (in module tvm.te) (in module tvm.tir) Mutator (class in tvm.meta_schedule)

N

namedtuple() (in module tvm.topi.nn) NarrowDataType() (in module tvm.tir.transform) nchw_pack_layout() (in module tvm.topi.image) nchw_xc_layout() (in module tvm.topi.image) NDArray (class in tvm.nd) ndim (tvm.te.Tensor property) NE (class in tvm.tir) nearbyint() (in module tvm.te) (in module tvm.tir) Never (tvm.tir.transform.HoistedConditionals attribute) (tvm.tir.transform.HoistedLetBindings attribute) next_batch() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) next_task_id() (tvm.meta_schedule.TaskScheduler method)

nextafter() (in module tvm.tir) nll_loss() (in module tvm.relay.nn) (in module tvm.topi.nn) Node (class in tvm.ir) node() (tvm.contrib.relay_viz.dot.DotGraph method) (tvm.contrib.relay_viz.interface.VizGraph method) (tvm.contrib.relay_viz.terminal.TermGraph method) non_max_suppression() (in module tvm.relay.vision) non_surjective_inverse() (tvm.tir.IndexMap method) normal() (in module tvm.contrib.random) normalize() (tvm.te.Schedule method) Not (class in tvm.tir) notify_runner_results() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) num_threads() (in module tvm.runtime) numpy() (tvm.contrib.sparse.CSRNDArray method) (tvm.nd.NDArray method)

O

Object (class in tvm.runtime) ObjectGeneric (class in tvm.runtime) ObjectPath (class in tvm.runtime) ObjectPathPair (class in tvm.runtime) offset_of() (tvm.tir.Buffer method) Op (class in tvm.ir) op (tvm.te.Tensor property) OpAttributeInvalid OpAttributeRequired OpAttributeUnImplemented open() (tvm.micro.TransportLogger method) opencl() (in module tvm.runtime) OpError

OpNotImplemented optimize() (in module tvm.contrib.spirv) (tvm.relay.backend.vm.VMCompiler method) optional() (tvm.relay.dataflow_pattern.DFPattern method) options (tvm.target.TargetKind property) options_from_name() (tvm.target.TargetKind static method) Or (class in tvm.tir) OtherOptionEntity (class in tvm.autotvm.task.space) OtherOptionSpace (class in tvm.autotvm.task.space) out_dtype (tvm.topi.nn.Workload property) out_filter (tvm.topi.nn.Workload property) OutlineCompilerFunctionsWithExistingGlobalSymbols() (in module tvm.relay.transform) override_instruments() (tvm.transform.PassContext method) override_native_generic_func() (in module tvm.target)

P

PackedFunc (class in tvm.runtime) pad() (in module tvm.relay.nn) (in module tvm.topi.image) (in module tvm.topi.nn) pad_einsum() (tvm.tir.Schedule method) padb (tvm.topi.nn.Workload property) padl (tvm.topi.nn.Workload property) padr (tvm.topi.nn.Workload property) padt (tvm.topi.nn.Workload property) parallel() (tvm.te.Stage method) (tvm.tir.Schedule method) parent (tvm.tir.StmtSRef property) parse_compute_version() (in module tvm.contrib.nvcc) PartialEvaluate() (in module tvm.relay.transform) partition() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) PartitionGraph() (in module tvm.relay.transform) Pass (class in tvm.transform) pass_instrument() (in module tvm.instrument) PassContext (class in tvm.transform) PassInfo (class in tvm.transform) PassInstrument (class in tvm.instrument) PassTimingInstrument (class in tvm.instrument) pick_best() (in module tvm.autotvm.record) placeholder() (in module tvm.contrib.sparse) (in module tvm.te) PlaceholderOp (class in tvm.te) PlanAndUpdateBufferAllocationLocation() (in module tvm.tir.transform) PlanDevices() (in module tvm.relay.transform) Plotter (class in tvm.contrib.relay_viz.interface) point2knob() (tvm.autotvm.task.space.ConfigSpace method) PointerType (class in tvm.ir) pool1d() (in module tvm.topi.nn) pool2d() (in module tvm.topi.nn) pool3d() (in module tvm.topi.nn) pool_grad() (in module tvm.topi.nn) PoolInfo (class in tvm.ir) PoolInfoProperties (class in tvm.ir) popcount() (in module tvm.te) (in module tvm.tir) PopenSession (class in tvm.rpc) post_order_visit() (in module tvm.relay.analysis) (in module tvm.tir.stmt_functor) post_tuning() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method)

Postproc (class in tvm.meta_schedule) pow() (in module tvm.tir) power() (in module tvm.te) (in module tvm.tir) pragma() (tvm.te.Stage method) pre_order_visit() (in module tvm.tir.stmt_functor) pre_tuning() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) predict() (tvm.auto_scheduler.RandomModel method) (tvm.auto_scheduler.XGBModel method) (tvm.meta_schedule.CostModel method) predict_stages() (tvm.auto_scheduler.XGBModel method) Prefetch (class in tvm.tir) prefetch() (tvm.te.Stage method) PreloadCustomSketchRule (class in tvm.auto_scheduler) PreloadMeasuredStates (class in tvm.auto_scheduler) prelu() (in module tvm.relay.nn) (in module tvm.topi.nn) Prelude (class in tvm.relay.testing) pretty_print() (in module tvm.relay.dataflow_pattern) prim_func_pass() (in module tvm.tir.transform) PrimExpr (class in tvm.ir) PrimFunc (class in tvm.tir) PrimFuncPass (class in tvm.tir.transform) PrimType (class in tvm.ir) print_best() (tvm.auto_scheduler.SearchTask method) print_python_code_from_state() (tvm.auto_scheduler.ComputeDAG method) print_tuning_statistics() (tvm.meta_schedule.TaskScheduler method) print_var() (tvm.relay.analysis.CallGraph method) PrintIR() (in module tvm.transform) ProducerLoad (class in tvm.tir) ProducerRealize (class in tvm.tir) ProducerStore (class in tvm.tir) Profiler (class in tvm.meta_schedule) program_fpga() (in module vta) progress_bar() (in module tvm.autotvm.tuner.callback) proposal() (in module tvm.relay.vision) ptx_commit_group() (in module tvm.tir) ptx_cp_async() (in module tvm.tir) ptx_ldmatrix() (in module tvm.tir) ptx_mma() (in module tvm.tir) ptx_mma_sp() (in module tvm.tir) ptx_wait_group() (in module tvm.tir)

Q

q_multiply_shift() (in module tvm.tir) q_multiply_shift_per_axis() (in module tvm.tir) qnn_conv2d_alter_layout() (in module tvm.topi.nn) qnn_dense_alter_layout() (in module tvm.topi.nn) qnn_requantize_alter_layout() (in module tvm.topi.nn) quantize_conv_bias_mkldnn_from_var() (in module tvm.relay.frontend)

query() (tvm.auto_scheduler.ApplyHistoryBestOrSample method) (tvm.auto_scheduler.DispatchContext method) (tvm.autotvm.task.dispatcher.DispatchContext method) (tvm.meta_schedule.Database method) query_ir_module() (tvm.meta_schedule.Database method) query_schedule() (tvm.meta_schedule.Database method) query_tuning_record() (tvm.meta_schedule.Database method)

R

raise_error() (tvm.autotvm.task.space.ConfigSpace method) Ramp (class in tvm.tir) randint() (in module tvm.contrib.random) random_walk() (tvm.autotvm.task.space.ConfigSpace method) RandomModel (class in tvm.auto_scheduler) RandomTuner (class in tvm.autotvm.tuner) Range (class in tvm.ir) range_length (tvm.autotvm.task.space.ConfigSpace property) rasp() (in module tvm.target) read() (tvm.micro.TransportLogger method) read_lines() (tvm.auto_scheduler.RecordReader method) recast() (in module tvm.relay.transform) reconfig_runtime() (in module vta) RecordReader (class in tvm.auto_scheduler) RecordToFile (class in tvm.auto_scheduler) Reduce (class in tvm.tir) reduce() (in module tvm.topi.nn) reduce_axis() (in module tvm.te) (tvm.autotvm.task.space.ConfigSpace static method) ReduceBranchingThroughOvercompute() (in module tvm.tir.transform) ref_count() (tvm.relay.analysis.CallGraph method) RefValue (class in tvm.relay.backend.interpreter) register() (tvm.target.GenericFunc method) (tvm.tir.TensorIntrin static method) register_df_node() (in module tvm.relay.dataflow_pattern) register_error() (in module tvm.error) register_intrin_lowering() (in module tvm.ir) register_op_attr() (in module tvm.ir) register_task_input_check_func() (in module tvm.auto_scheduler) register_topi_compute() (in module tvm.autotvm.task.topi_integration) register_topi_schedule() (in module tvm.autotvm.task.topi_integration) register_workload() (in module tvm.auto_scheduler) reindex() (tvm.tir.Schedule method) reindex_cache_read() (tvm.tir.Schedule method) reindex_cache_write() (tvm.tir.Schedule method) reinterpret() (in module tvm.tir) RelayExpr (class in tvm.ir) RelayRefType (class in tvm.ir) RelayVisualizer (class in tvm.contrib.relay_viz) release() (tvm.contrib.utils.FileLock method) relpath() (tvm.contrib.utils.TempDirectory method) relu() (in module tvm.relay.nn) (in module tvm.topi.nn) remove() (tvm.contrib.utils.TempDirectory method) (tvm.rpc.RPCSession method) remove_index_check() (in module tvm.auto_scheduler) remove_rv() (tvm.tir.Schedule method) RemoveAssume() (in module tvm.tir.transform) RemoveNoOp() (in module tvm.tir.transform) RemoveStoreUndef() (in module tvm.tir.transform) RemoveUnusedFunctions() (in module tvm.relay.transform) RemoveWeightLayoutRewriteBlock() (in module tvm.tir.transform) render() (tvm.contrib.relay_viz.dot.DotPlotter method) (tvm.contrib.relay_viz.interface.Plotter method) (tvm.contrib.relay_viz.terminal.TermGraph method) (tvm.contrib.relay_viz.terminal.TermPlotter method) (tvm.instrument.PassTimingInstrument static method) renew_defs() (in module tvm.tir.stmt_functor) RenormalizeSplitPattern() (in module tvm.tir.transform)

reorder() (tvm.te.Stage method) (tvm.tir.Schedule method) reorder_block_iter_var() (tvm.tir.Schedule method) ReorderEntity (class in tvm.autotvm.task.space) ReorderSpace (class in tvm.autotvm.task.space) replace() (tvm.tir.ScheduleState method) Report (class in tvm.runtime) request() (tvm.rpc.TrackerSession method) request_and_run() (tvm.rpc.TrackerSession method) RequiredByConditional (tvm.tir.transform.HoistedLetBindings attribute) reset() (tvm.autotvm.task.topi_integration.TaskExtractEnv method) (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) reset_attr() (tvm.ir.Op method) residual_unit() (in module tvm.relay.testing.resnet) resize1d() (in module tvm.relay.image) (in module tvm.topi.image) resize2d() (in module tvm.relay.image) (in module tvm.topi.image) resize3d() (in module tvm.relay.image) (in module tvm.topi.image) resnet() (in module tvm.relay.testing.resnet) ret() (in module tvm.tir) reverse_compute_at() (tvm.tir.Schedule method) reverse_compute_inline() (tvm.tir.Schedule method) rewrite() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPatternCallback method) rewrite_compute_body() (in module tvm.auto_scheduler) rewrite_layout_from_state() (tvm.auto_scheduler.ComputeDAG method) rewrite_tensor_shape() (in module tvm.auto_scheduler) RewriteUnsafeSelect() (in module tvm.tir.transform) rfactor() (tvm.te.Schedule method) (tvm.tir.Schedule method) riscv_cpu() (in module tvm.target) rocm() (in module tvm.runtime) (in module tvm.target) (tvm.rpc.RPCSession method) rocm_link() (in module tvm.contrib.rocm) roi_align() (in module tvm.relay.vision) roi_pool() (in module tvm.relay.vision) rolling_buffer() (tvm.te.Stage method) (tvm.tir.Schedule method) root_mark() (tvm.tir.StmtSRef static method) round() (in module tvm.te) (in module tvm.tir) RPCError RPCRunner (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) RPCSession (class in tvm.rpc) rsqrt() (in module tvm.te) (in module tvm.tir) run() (tvm.contrib.graph_executor.GraphModule method) (tvm.meta_schedule.Runner method) run_after_pass() (tvm.instrument.PassInstrument method) run_as_python() (in module tvm.relay.testing) run_before_pass() (tvm.instrument.PassInstrument method) Runner (class in tvm.meta_schedule)

S

same_as() (tvm.ir.Type method) (tvm.nd.NDArray method) sample_categorical() (tvm.tir.Schedule method) sample_compute_location() (tvm.tir.Schedule method) sample_initial_population() (tvm.auto_scheduler.SketchPolicy method) sample_ints() (tvm.autotvm.task.space.ConfigSpace method) sample_perfect_tile() (tvm.tir.Schedule method) save() (tvm.auto_scheduler.XGBModel method) (tvm.meta_schedule.CostModel method) (tvm.runtime.Module method) save_json() (in module tvm.ir) save_param_dict() (in module tvm.runtime) save_param_dict_to_file() (in module tvm.runtime) save_records() (in module tvm.auto_scheduler) scale_shift_nchw() (in module tvm.topi.nn) scale_shift_nchwc() (in module tvm.topi.nn) scale_shift_nhwc() (in module tvm.topi.nn) scan() (in module tvm.te) scan_axis (tvm.te.ScanOp property) ScanOp (class in tvm.te) Schedule (class in tvm.te) (class in tvm.tir) ScheduleError ScheduleRule (class in tvm.meta_schedule) ScheduleState (class in tvm.tir) scope() (tvm.tir.Buffer method) script() (in module tvm.te.hybrid) (tvm.runtime.Scriptable method) Scriptable (class in tvm.runtime) search_fc_transpose() (in module tvm.relay.analysis) SearchStrategy (class in tvm.meta_schedule) SearchTask (class in tvm.auto_scheduler) seed() (tvm.tir.Schedule method) Select (class in tvm.tir) select_implementation() (in module tvm.relay.backend.te_compiler) separable_conv_block() (in module tvm.relay.testing.mobilenet) SeqStmt (class in tvm.tir) Sequential (class in tvm.transform) serialize() (tvm.auto_scheduler.MeasureInput method) serialize_args() (in module tvm.autotvm.task.task) Server (class in tvm.rpc) Session (class in tvm.micro) SessionTerminatedError set_attr() (tvm.ir.Op method) set_attrs_type_key() (tvm.ir.Op method) set_axis_separator() (tvm.tir.Schedule method) set_default() (tvm.target.GenericFunc method) set_error_threshold() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) set_input() (tvm.contrib.graph_executor.GraphModule method) set_input_zero_copy() (tvm.contrib.graph_executor.GraphModule method) set_keep_for_debug() (tvm.contrib.utils.TempDirectory class method) set_num_inputs() (tvm.ir.Op method) set_output_zero_copy() (tvm.contrib.graph_executor.GraphModule method) set_params() (tvm.relay.backend.vm.VMCompiler method) set_raw_stream() (tvm.runtime.Device method) set_scope() (tvm.te.Stage method) (tvm.tir.Schedule method) set_store_predicate() (tvm.te.Stage method) set_support_level() (tvm.ir.Op method) shape (tvm.nd.NDArray attribute) (tvm.te.Tensor property) ShapePattern (class in tvm.relay.dataflow_pattern) ShapeTuple (class in tvm.runtime) share_params() (tvm.contrib.graph_executor.GraphModule method) shift_left() (in module tvm.tir) shift_right() (in module tvm.tir) should_run() (tvm.instrument.PassInstrument method) show() (tvm.runtime.Scriptable method) (tvm.tir.Schedule method) Shuffle (class in tvm.tir) sigmoid() (in module tvm.te) (in module tvm.tir) Simplify() (in module tvm.tir.transform) simplify() (in module tvm.topi.image) (in module tvm.topi.nn)

SimplifyExpr() (in module tvm.relay.transform) SimplifyFCTranspose() (in module tvm.relay.transform) SimplifyInference() (in module tvm.relay.transform) simulated_dequantize() (in module tvm.topi.nn) simulated_quantize() (in module tvm.topi.nn) sin() (in module tvm.te) (in module tvm.tir) sinh() (in module tvm.te) (in module tvm.tir) size_var() (in module tvm.te) SizeVar (class in tvm.tir) SketchPolicy (class in tvm.auto_scheduler) SkipAssert() (in module tvm.tir.transform) softmax() (in module tvm.contrib.miopen) (in module tvm.relay.nn) (in module tvm.topi.nn) softmax_common() (in module tvm.topi.nn) source_to_op() (in module tvm.te.hybrid) SourceName (class in tvm.ir) space (tvm.autotvm.task.space.Axis property) space_to_batch_nd() (in module tvm.relay.nn) (in module tvm.topi.nn) space_to_depth() (in module tvm.relay.nn) (in module tvm.topi.nn) SpaceGenerator (class in tvm.meta_schedule) Span (class in tvm.ir) sparse_add() (in module tvm.relay.nn) (in module tvm.topi.nn) sparse_conv2d() (in module tvm.topi.nn) sparse_dense() (in module tvm.relay.nn) (in module tvm.topi.nn) sparse_dense_alter_layout() (in module tvm.topi.nn) sparse_dense_sp_lhs() (in module tvm.topi.nn) sparse_dense_sp_rhs() (in module tvm.topi.nn) sparse_transpose() (in module tvm.relay.nn) (in module tvm.topi.nn) SparsePlaceholderOp (class in tvm.contrib.sparse) specialize() (tvm.tir.PrimFunc method) SpecializedCondition (class in tvm.te) split() (tvm.te.Stage method) (tvm.tir.Schedule method) split_workload() (in module tvm.autotvm.record) SplitArgs() (in module tvm.relay.transform) SplitEntity (class in tvm.autotvm.task.space) SplitHostDevice() (in module tvm.tir.transform) SplitSpace (class in tvm.autotvm.task.space) sqrt() (in module tvm.te) (in module tvm.tir) Stage (class in tvm.te) start_profile_intrinsic() (in module tvm.tir) state (tvm.tir.Schedule property) stm32() (in module tvm.target) Stmt (class in tvm.tir) stmt (tvm.tir.StmtSRef property) stmt_list() (in module tvm.tir) stmt_seq() (in module tvm.tir) StmtSRef (class in tvm.tir) storage_align() (tvm.te.Stage method) (tvm.tir.Schedule method) StorageFlatten() (in module tvm.tir.transform) StorageRewrite() (in module tvm.tir.transform) stride_h (tvm.topi.nn.Workload property) stride_w (tvm.topi.nn.Workload property) strided_slice() (in module tvm.topi.nn) String (class in tvm.runtime) StringImm (class in tvm.tir) structural_equal() (in module tvm.ir) structural_hash() (in module tvm.ir) Sub (class in tvm.tir) subrange_length() (tvm.autotvm.task.space.ConfigSpace method) substitute() (in module tvm.tir.stmt_functor) subtract() (in module tvm.te) (in module tvm.tir) sum() (in module tvm.te) (in module tvm.tir) summary() (tvm.rpc.TrackerSession method) sync() (tvm.runtime.Device method) system_lib() (in module tvm.runtime) (tvm.rpc.RPCSession method)

T

table() (tvm.meta_schedule.Profiler method) (tvm.runtime.Report method) tag_scope() (in module tvm.te) tan() (in module tvm.te) (in module tvm.tir) tanh() (in module tvm.te) (in module tvm.tir) tar() (in module tvm.contrib.tar) Target (class in tvm.target) target_or_current() (tvm.target.Target static method) TargetKind (class in tvm.target) Task (class in tvm.autotvm.task.task) TaskExtractEnv (class in tvm.autotvm.task.topi_integration) TaskScheduler (class in tvm.auto_scheduler) (class in tvm.meta_schedule) TaskTemplate (class in tvm.autotvm.task.task) TECompiler (class in tvm.relay.backend.te_compiler) tempdir() (in module tvm.contrib.utils) TempDirectory (class in tvm.contrib.utils) template() (in module tvm.autotvm.task.task) TemplateProject (class in tvm.micro) Tensor (class in tvm.te) TensorAffineType (class in tvm.ir) TensorComputeOp (class in tvm.te) TensorIntrin (class in tvm.tir) tensorize() (tvm.te.Stage method) (tvm.tir.Schedule method) TensorSlice (class in tvm.te) TensorType (class in tvm.ir) TermGraph (class in tvm.contrib.relay_viz.terminal) terminate() (tvm.rpc.Server method) terminate_task() (tvm.meta_schedule.TaskScheduler method) TermNode (class in tvm.contrib.relay_viz.terminal) TermPlotter (class in tvm.contrib.relay_viz.terminal) TermVizParser (class in tvm.contrib.relay_viz.terminal) text_summary() (tvm.rpc.TrackerSession method) texture_spatial_limit() (tvm.runtime.Device method) TextureFlatten() (in module tvm.tir.transform) thread_axis() (in module tvm.te) thread_warp_size (tvm.target.Target property) ThreadSync() (in module tvm.tir.transform) tile() (tvm.te.Stage method) time_evaluator() (tvm.runtime.Module method) timeit() (tvm.meta_schedule.Profiler static method) timeouts() (tvm.micro.TransportLogger method) to_cps() (in module tvm.relay.transform) to_dlpack() (tvm.nd.NDArray method) to_json_dict() (tvm.autotvm.task.space.ConfigEntity method) to_mxnet_func() (in module tvm.contrib.mxnet) to_python() (in module tvm.relay.testing) to_pytorch_func() (in module tvm.contrib.dlpack) ToANormalForm() (in module tvm.relay.transform) ToANormalFormExpr() (in module tvm.relay.transform) ToBasicBlockNormalForm() (in module tvm.relay.transform) ToCPS() (in module tvm.relay.transform) ToGraphNormalForm() (in module tvm.relay.transform) ToMixedPrecision() (in module tvm.relay.transform) touch_task() (tvm.meta_schedule.TaskScheduler method) trace (tvm.tir.Schedule property) trace() (in module tvm.te) (in module tvm.tir) TrackerSession (class in tvm.rpc) transform_block_layout() (tvm.tir.Schedule method) transform_layout() (tvm.te.Stage method) (tvm.tir.Schedule method) TransformSpace (class in tvm.autotvm.task.space) TransportLogger (class in tvm.micro) trial_scores() (tvm.autotvm.tuner.callback.Monitor method) trial_timestamps() (tvm.autotvm.tuner.callback.Monitor method) trunc() (in module tvm.te) (in module tvm.tir) truncdiv() (in module tvm.te) (in module tvm.tir) truncmod() (in module tvm.te) (in module tvm.tir) try_get_conv2d_sparse_input() (in module tvm.topi.nn) try_get_sparse_input() (in module tvm.topi.nn) tune() (tvm.auto_scheduler.SearchTask method) (tvm.auto_scheduler.TaskScheduler method) (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) (tvm.meta_schedule.TaskScheduler method) tune_tasks() (in module tvm.meta_schedule) tune_tir() (in module tvm.meta_schedule) TuneContext (class in tvm.meta_schedule) Tuner (class in tvm.autotvm.tuner) TuningOptions (class in tvm.auto_scheduler) TupleAffineType (class in tvm.ir) TupleGetItemPattern (class in tvm.relay.dataflow_pattern) TuplePattern (class in tvm.relay.dataflow_pattern) TupleType (class in tvm.ir) tvm.auto_scheduler module tvm.autotvm module tvm.autotvm.measure.measure module tvm.autotvm.record module tvm.autotvm.task module tvm.autotvm.task.dispatcher module tvm.autotvm.task.space module tvm.autotvm.task.task module tvm.autotvm.task.topi_integration module tvm.autotvm.tuner module tvm.autotvm.tuner.callback module tvm.contrib module tvm.contrib.cblas module tvm.contrib.cc module tvm.contrib.clang module tvm.contrib.cublas module tvm.contrib.dlpack module tvm.contrib.emcc module tvm.contrib.graph_executor module tvm.contrib.miopen module tvm.contrib.mxnet module tvm.contrib.ndk module tvm.contrib.nnpack module

tvm.contrib.nvcc module tvm.contrib.pickle_memoize module tvm.contrib.random module tvm.contrib.relay_viz module tvm.contrib.relay_viz.dot module tvm.contrib.relay_viz.interface module tvm.contrib.relay_viz.terminal module tvm.contrib.rocblas module tvm.contrib.rocm module tvm.contrib.sparse module tvm.contrib.spirv module tvm.contrib.tar module tvm.contrib.utils module tvm.contrib.xcode module tvm.driver module tvm.error module tvm.instrument module tvm.ir module tvm.meta_schedule module tvm.micro module tvm.relay.analysis module tvm.relay.backend module tvm.relay.backend.graph_executor_codegen module tvm.relay.backend.interpreter module tvm.relay.backend.te_compiler module tvm.relay.backend.vm module tvm.relay.dataflow_pattern module tvm.relay.frontend module tvm.relay.image module tvm.relay.nn module tvm.relay.testing module tvm.relay.testing.dcgan module tvm.relay.testing.densenet module tvm.relay.testing.inception_v3 module tvm.relay.testing.lstm module tvm.relay.testing.mlp module tvm.relay.testing.mobilenet module tvm.relay.testing.resnet module tvm.relay.testing.squeezenet module tvm.relay.testing.vgg module tvm.relay.transform module tvm.relay.vision module tvm.rpc module tvm.runtime module tvm.runtime.ndarray module tvm.target module tvm.te module tvm.te.hybrid module tvm.tir module tvm.tir.stmt_functor module tvm.tir.transform module tvm.topi.image module tvm.topi.nn module tvm.topi.sparse module tvm.transform module tvm_access_ptr() (in module tvm.tir) tvm_bmma_sync() (in module tvm.tir) tvm_check_return() (in module tvm.tir) tvm_fill_fragment() (in module tvm.tir) tvm_load_matrix_sync() (in module tvm.tir) tvm_mma_sync() (in module tvm.tir) tvm_stack_alloca() (in module tvm.tir) tvm_stack_make_array() (in module tvm.tir) tvm_stack_make_shape() (in module tvm.tir) tvm_store_matrix_sync() (in module tvm.tir) tvm_struct_get() (in module tvm.tir) tvm_struct_set() (in module tvm.tir) tvm_thread_allreduce() (in module tvm.tir) tvm_throw_last_error() (in module tvm.tir) tvm_tuple() (in module tvm.tir) TVMBackendAllocWorkspace() (in module tvm.tir) TVMBackendFreeWorkspace() (in module tvm.tir) TVMError Type (class in tvm.ir) type_annotation() (in module tvm.tir) type_key (tvm.runtime.Module property) TypeCall (class in tvm.ir) TypeConstraint (class in tvm.ir) TypeData (class in tvm.ir) TypeKind (class in tvm.ir) TypePattern (class in tvm.relay.dataflow_pattern) TypeRelation (class in tvm.ir) TypeVar (class in tvm.ir)

U

un_cps() (in module tvm.relay.transform) unannotate() (tvm.tir.Schedule method) undef() (in module tvm.tir) uniform() (in module tvm.contrib.random) UnifyThreadBinding() (in module tvm.tir.transform) unmatched_cases() (in module tvm.relay.analysis) unpack_NCHWc_to_nchw() (in module tvm.topi.nn) unroll() (tvm.te.Stage method) (tvm.tir.Schedule method) UnrollLoop() (in module tvm.tir.transform) unsafe_set_dtype() (tvm.tir.Schedule method) UnsupportedInModelLibraryFormatError untar() (in module tvm.contrib.tar) update() (tvm.auto_scheduler.ApplyHistoryBest method) (tvm.auto_scheduler.DispatchContext method) (tvm.auto_scheduler.RandomModel method) (tvm.auto_scheduler.XGBModel method) (tvm.autotvm.task.dispatcher.ApplyConfig method) (tvm.autotvm.task.dispatcher.ApplyFixedConfig method) (tvm.autotvm.task.dispatcher.ApplyGraphBest method) (tvm.autotvm.task.dispatcher.ApplyHistoryBest method) (tvm.autotvm.task.dispatcher.DispatchContext method) (tvm.autotvm.task.dispatcher.FallbackContext method) (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) (tvm.ir.IRModule method) (tvm.meta_schedule.CostModel method)

update_from_file() (tvm.auto_scheduler.XGBModel method) update_func() (tvm.ir.IRModule method) upload() (tvm.rpc.RPCSession method) upsampling() (in module tvm.relay.nn) (in module tvm.topi.nn) upsampling3d() (in module tvm.relay.nn) (in module tvm.topi.nn) UsingBlockVar (tvm.tir.transform.HoistedConditionals attribute)

V

valid() (tvm.autotvm.task.space.ConfigSpace method) value_index (tvm.te.Tensor property) Var (class in tvm.tir) var() (in module tvm.te) VarPattern (class in tvm.relay.dataflow_pattern) vectorcombine() (in module tvm.tir) vectorhigh() (in module tvm.tir) vectorize() (tvm.te.Stage method) (tvm.tir.Schedule method) VectorizeLoop() (in module tvm.tir.transform) vectorlow() (in module tvm.tir) VerifyMemory() (in module tvm.tir.transform) VerifyVTCMLimit() (in module tvm.tir.transform) VirtualAxis (class in tvm.autotvm.task.space)

VirtualDevice (class in tvm.target) VizEdge (class in tvm.contrib.relay_viz.interface) VizGraph (class in tvm.contrib.relay_viz.interface) VizNode (class in tvm.contrib.relay_viz.interface) VizParser (class in tvm.contrib.relay_viz.interface) vload() (tvm.tir.Buffer method) VMCompiler (class in tvm.relay.backend.vm) VMExecutor (class in tvm.relay.backend.vm) vpi() (in module tvm.runtime) vstore() (tvm.tir.Buffer method) vta module vulkan() (in module tvm.runtime) (tvm.rpc.RPCSession method)

W

warp_size (tvm.runtime.Device property) webgpu() (tvm.rpc.RPCSession method) well_formed() (in module tvm.relay.analysis) which() (in module tvm.contrib.utils) While (class in tvm.tir) width (tvm.topi.nn.Workload property) wildcard() (in module tvm.relay.dataflow_pattern) WildcardPattern (class in tvm.relay.dataflow_pattern) winograd_transform_matrices() (in module tvm.topi.nn)

with_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) with_body() (tvm.tir.PrimFunc method) with_minrpc() (in module tvm.rpc) work_on() (tvm.tir.Schedule method) Workload (class in tvm.topi.nn) workload_key() (tvm.auto_scheduler.ComputeDAG method) WorkspaceMemoryPools (class in tvm.ir) WorkspacePoolInfo (class in tvm.ir) write() (tvm.micro.TransportLogger method)

X

xcrun() (in module tvm.contrib.xcode)

XGBModel (class in tvm.auto_scheduler) XGBTuner (class in tvm.autotvm.tuner)

Y

yolo_reorg() (in module tvm.relay.vision)