Index

A

abs() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) access_ptr() (tvm.tir.Buffer method) acos() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) acosh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) adaptive_avg_pool2d() (in module tvm.relax.op.nn) adaptive_pool() (in module tvm.topi.nn) adaptive_pool3d() (in module tvm.topi.nn) AdaptivePool2DAttrs (class in tvm.relax.op.op_attrs) Add (class in tvm.tir) add() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) (in module tvm.topi.nn) (tvm.relax.DataflowBlockRewrite method) add_alter_layout() (in module tvm.topi.nn) add_argument() (tvm.ir.Op method) add_func() (tvm.relax.block_builder.BlockBuilder method) add_type_rel() (tvm.ir.Op method) add_unit_loop() (tvm.tir.schedule.Schedule method) address_of() (in module tvm.tir) AdjustMatmulOrder() (in module tvm.relax.transform) adv_index() (in module tvm.topi) affine_grid() (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) (in module tvm.topi) all_global_vars() (in module tvm.relax.analysis) all_vars() (in module tvm.relax.analysis) allgather() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) alloc_storage() (in module tvm.relax.op.memory) alloc_tensor() (in module tvm.relax.op.builtin) (in module tvm.relax.op.memory) Allocate (class in tvm.tir) AllocateConst (class in tvm.tir) AllocateWorkspace() (in module tvm.relax.transform) allreduce() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) AlterOpImpl() (in module tvm.relax.transform) And (class in tvm.tir) annotate() (tvm.tir.schedule.Schedule method) annotate_sharding() (in module tvm.relax.op.distributed) AnnotateDeviceRegions() (in module tvm.tir.transform) AnnotateEntryFunc() (in module tvm.tir.transform) AnnotateTIROpPattern() (in module tvm.relax.transform) Any (class in tvm.tir) any() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) api_version (tvm.runtime.Device property) append() (tvm.tir.schedule.Trace method) Apply() (in module tvm.tir.transform) apply() (tvm.dlight.ScheduleRule method) (tvm.meta_schedule.MeasureCallback method) (tvm.meta_schedule.Mutator method) (tvm.meta_schedule.Postproc method) (tvm.meta_schedule.ScheduleRule method)

apply_json_to_schedule() (tvm.tir.schedule.Trace static method) apply_prim_func_arg_and_result_memory_constraints() (in module tvm.tir.analysis.analysis) apply_to_schedule() (tvm.tir.schedule.Trace method) ApplyDefaultSchedule (class in tvm.dlight) ApplyLayoutTransforms() (in module tvm.tir.transform) arange() (in module tvm.relax.op) (in module tvm.topi) arch (tvm.target.Target property) argmax() (in module tvm.relax.op) (in module tvm.topi) ArgmaxArgminAttrs (class in tvm.relax.op.op_attrs) argmin() (in module tvm.relax.op) (in module tvm.topi) argsort() (in module tvm.relax.op) (in module tvm.topi) ArgsortAttrs (class in tvm.relax.op.op_attrs) argwhere() (in module tvm.topi) arm_cpu() (in module tvm.target) Array (class in tvm.ir) array() (in module tvm.runtime.ndarray) as_json() (tvm.tir.schedule.Trace method) as_python() (tvm.relax.Executable method) (tvm.tir.schedule.Trace method) as_text() (tvm.relax.Executable method) asin() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) asinh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) asnumpy() (tvm.runtime.ndarray.NDArray method) asobject() (tvm.runtime.ObjectGeneric method) (tvm.te.TensorSlice method) assert_op() (in module tvm.relax.op) assert_structural_equal() (in module tvm.ir) AssertStmt (class in tvm.tir) assume() (in module tvm.tir) astext() (tvm.ir.GlobalVar method) (tvm.ir.IRModule method) (tvm.ir.Op method) astype() (in module tvm.relax.op) AstypeAttrs (class in tvm.relax.op.op_attrs) atan() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) atan2() (in module tvm.tir) atanh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) AttachExternModules (class in tvm.relax.transform) AttachGlobalSymbol() (in module tvm.relax.transform) attention() (in module tvm.relax.op.nn) attention_var_len() (in module tvm.relax.op.nn) Attrs (class in tvm.ir) attrs (tvm.ir.BaseFunc property) (tvm.tir.schedule.Instruction attribute) AttrStmt (class in tvm.tir) avg_pool2d() (in module tvm.relax.op.nn) avg_pool2d_backward() (in module tvm.relax.op.grad) axis (tvm.te.HybridOp property) (tvm.te.Tensor property)

B

backward_index() (tvm.tir.BijectiveLayout method) backward_shape() (tvm.tir.BijectiveLayout method) BaseCheckResult (class in tvm.relax.analysis) BaseExpr (class in tvm.ir) BaseFunc (class in tvm.ir) batch_matmul() (in module tvm.topi.nn) batch_matmul_legalize() (in module tvm.topi.nn) batch_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) batch_to_space_nd() (in module tvm.topi.nn) BatchNormAttrs (class in tvm.relax.op.op_attrs) begin_scope() (tvm.relax.block_builder.BlockBuilder method) BF16ComputeLegalize() (in module tvm.tir.transform) BF16StorageLegalize() (in module tvm.tir.transform) 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) binary_search() (in module tvm.topi) bind() (tvm.tir.schedule.Schedule method) bind_params() (tvm.relax.Function method) bind_symbolic_vars() (tvm.relax.Function method) Binding (class in tvm.relax) BindingBlock (class in tvm.relax) BindParams() (in module tvm.relax.transform) BindSymbolicVars() (in module tvm.relax.transform) BindTarget() (in module tvm.tir.transform) bitpack() (in module tvm.topi.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.topi.nn) bitwise_and() (in module tvm.relax.op) (in module tvm.tir) (in module tvm.topi)

bitwise_not() (in module tvm.relax.op) (in module tvm.tir) (in module tvm.topi) bitwise_or() (in module tvm.relax.op) (in module tvm.tir) (in module tvm.topi) bitwise_xor() (in module tvm.relax.op) (in module tvm.tir) (in module tvm.topi) Block (class in tvm.tir) BlockBuilder (class in tvm.relax.block_builder) BlockDependenceInfo (class in tvm.tir) BlockInfo (class in tvm.dlight) blockize() (tvm.tir.schedule.Schedule method) BlockRealize (class in tvm.tir) BlockRV (class in tvm.tir.schedule) BlockScope (class in tvm.tir.schedule) BooleanExpression (tvm.tir.transform.HoistedConditionals attribute) bound_vars() (in module tvm.relax.analysis) Broadcast (class in tvm.tir) broadcast_from_worker0() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) broadcast_to() (in module tvm.relax.op) (in module tvm.topi) 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.relax) (tvm.meta_schedule.Builder method) Builder (class in tvm.meta_schedule) BundleModelParams() (in module tvm.relax.transform)

C

c() (tvm.relax.ExecBuilder method) cache_index() (tvm.tir.schedule.Schedule method) cache_inplace() (tvm.tir.schedule.Schedule method) cache_read() (tvm.tir.schedule.Schedule method) cache_write() (tvm.tir.schedule.Schedule method) calculate_allocated_bytes() (in module tvm.tir.analysis.analysis) calculate_constant_bytes() (in module tvm.tir.analysis.analysis) calculate_workspace_bytes() (in module tvm.tir.analysis.analysis) Call (class in tvm.relax) (class in tvm.tir) call_builtin_with_ctx() (in module tvm.relax.op) call_cpacked() (in module tvm.tir) call_cpacked_lowered() (in module tvm.tir) call_dps_packed() (in module tvm.relax) (in module tvm.relax.op) call_extern() (in module tvm.tir) call_inplace_packed() (in module tvm.relax.op) 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) (tvm.runtime.disco.Session method) call_packed_lowered() (in module tvm.tir) call_pure_extern() (in module tvm.tir) call_pure_packed() (in module tvm.relax) (in module tvm.relax.op) call_te() (tvm.relax.block_builder.BlockBuilder method) call_te_with_grad() (tvm.relax.block_builder.BlockBuilder method) call_tir() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.tir) call_tir_inplace() (in module tvm.relax) (in module tvm.relax.op) call_tir_local_view() (in module tvm.relax.op.distributed) call_tir_with_grad() (in module tvm.relax) (in module tvm.relax.op) CallEffectKind (class in tvm.tir) CallingConv (class in tvm.ir) calls (tvm.runtime.profiling.Report attribute) (tvm.runtime.Report attribute) CallTIRRewrite() (in module tvm.relax.transform) CallTIRWithGradAttrs (class in tvm.relax.op.op_attrs) can_convert_multiply_to_intdiv() (in module tvm.topi.image) can_decompose_padding() (tvm.tir.schedule.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) CanonicalizeBindings() (in module tvm.relax.transform) Cast (class in tvm.tir) cast() (in module tvm.topi) ceil() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) ceil_log2() (in module tvm.topi) ceildiv() (in module tvm.tir) checked_type (tvm.ir.RelayExpr property) cl() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) clear_imports() (tvm.runtime.Module method) clip() (in module tvm.relax.op) (in module tvm.topi) 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.rpc.TrackerSession method) clz() (in module tvm.tir) collapse_sum() (in module tvm.topi) collapse_sum_like() (in module tvm.relax.op) collapse_sum_to() (in module tvm.relax.op) CombineContextCall() (in module tvm.tir.transform) CombineParallelMatmul() (in module tvm.relax.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) computable_at_compile_time() (in module tvm.relax.analysis) compute() (in module tvm.te) compute_at() (tvm.tir.schedule.Schedule method) compute_inline() (tvm.tir.schedule.Schedule method) compute_version (tvm.runtime.Device property) ComputeOp (class in tvm.te) concat() (in module tvm.relax.op) ConcatAttrs (class in tvm.relax.op.op_attrs) concatenate() (in module tvm.topi) (in module tvm.topi.nn) concrete_shape (tvm.ir.TensorType property) connect() (in module tvm.rpc) connect_tracker() (in module tvm.rpc) const() (in module tvm.relax) (in module tvm.runtime) (in module tvm.te) const_vector() (in module tvm.topi) Constant (class in tvm.relax) ConstantMemoryPools (class in tvm.ir) ConstantPoolInfo (class in tvm.ir) Constructor (class in tvm.ir)

contains_impure_call() (in module tvm.relax.analysis) conv() (in module tvm.topi.nn) conv1d() (in module tvm.relax.op.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.relax.op.nn) conv1d_transpose_ncw() (in module tvm.topi.nn) conv2d() (in module tvm.relax.op.nn) (in module tvm.topi.nn) conv2d_alter_layout() (in module tvm.topi.nn) 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.relax.op.nn) conv2d_transpose_alter_layout() (in module tvm.topi.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) Conv2DAttrs (class in tvm.relax.op.op_attrs) Conv2DTransposeAttrs (class in tvm.relax.op.op_attrs) conv3d() (in module tvm.relax.op.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_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) convert() (in module tvm.runtime) convert_to_object() (in module tvm.runtime) ConvertBlocksToOpaque() (in module tvm.tir.transform) ConvertForLoopsToSerial() (in module tvm.tir.transform) ConvertLayout() (in module tvm.relax.transform) ConvertSSA() (in module tvm.tir.transform) ConvertToDataflow() (in module tvm.relax.transform) CoProcSync() (in module tvm.tir.transform) copy() (tvm.tir.schedule.Schedule method) copy_from_worker_0() (tvm.runtime.disco.Session method) copy_to_worker_0() (tvm.runtime.disco.Session method) copyfrom() (tvm.runtime.ndarray.NDArray method) copysign() (in module tvm.tir) copyto() (tvm.runtime.ndarray.NDArray method) correlation_nchw() (in module tvm.topi.nn) cos() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) cosh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) CostModel (class in tvm.meta_schedule) Count (class in tvm.runtime.profiling) cpu() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) create() (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_barriers() (in module tvm.tir) create_empty() (tvm.relax.Function static method) create_prim_func() (in module tvm.te) create_raw_stream() (tvm.runtime.Device method) create_schedule() (in module tvm.te) crop_and_resize() (in module tvm.topi.image) cross_entropy_with_logits() (in module tvm.relax.op.nn) csrmm() (in module tvm.topi.sparse) csrmv() (in module tvm.topi.sparse) csv() (tvm.runtime.profiling.Report method) (tvm.runtime.Report method) cuda() (in module tvm.runtime) (in module tvm.runtime.ndarray) (in module tvm.target) (tvm.rpc.RPCSession method) cumprod() (in module tvm.relax.op) (in module tvm.topi) cumsum() (in module tvm.relax.op) (in module tvm.topi) current() (tvm.meta_schedule.Database static method) (tvm.meta_schedule.Profiler static method) (tvm.relax.block_builder.BlockBuilder static method) (tvm.target.Target static method) (tvm.te.SpecializedCondition static method) (tvm.transform.PassContext static method) current_block_is_dataflow() (tvm.relax.block_builder.BlockBuilder method)

D

Database (class in tvm.meta_schedule) dataflow() (tvm.relax.block_builder.BlockBuilder method) DataflowBlock (class in tvm.relax) dataflowblock_pass() (in module tvm.relax.transform) DataflowBlockPass (class in tvm.relax.transform) DataflowBlockRewrite (class in tvm.relax) DataflowScope (class in tvm.relax.block_builder) DataflowUseInplaceCalls() (in module tvm.relax.transform) DataflowVar (class in tvm.relax) DataProducer (class in tvm.tir) DataType (class in tvm.runtime) DataTypeCode (class in tvm.runtime) DataTypeImm (class in tvm.relax) DeadCodeElimination() (in module tvm.relax.transform) debug_copy_from() (tvm.runtime.disco.DRef method) debug_get_from_remote() (tvm.runtime.disco.DRef method) decisions (tvm.tir.schedule.Trace attribute) decl_buffer() (in module tvm.tir) (in module tvm.topi) 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) declare_function() (tvm.relax.ExecBuilder method) DeclBuffer (class in tvm.tir) decompose_padding() (tvm.tir.schedule.Schedule method) decompose_reduction() (tvm.tir.schedule.Schedule method) DecomposeOpsForInference() (in module tvm.relax.transform) DecomposeOpsForTraining() (in module tvm.relax.transform) DecorateDeviceScope() (in module tvm.tir.transform) DefaultGPUSchedule() (in module tvm.tir.transform) definable_tir_vars_in_struct_info() (in module tvm.relax.analysis) defined_symbolic_vars() (in module tvm.relax.analysis) deformable_conv2d_nchw() (in module tvm.topi.nn) deformable_conv2d_nhwc() (in module tvm.topi.nn) dense() (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) Dependency (class in tvm.tir.schedule) DepKind (class in tvm.tir.schedule) depth_to_space() (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)

dequantize() (in module tvm.relax.op) derive_call_ret_struct_info() (in module tvm.relax.analysis) derived_object() (in module tvm.meta_schedule) detach_params() (in module tvm.relax.frontend) detect_buffer_access_lca() (in module tvm.tir.analysis.analysis) detect_recursion() (in module tvm.relax.analysis) Device (class in tvm.runtime) device (tvm.runtime.ndarray.NDArray property) device() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) device_metrics (tvm.runtime.profiling.Report attribute) (tvm.runtime.Report attribute) device_name (tvm.runtime.Device property) DeviceWrapper (class in tvm.runtime.profiling) dft() (in module tvm.topi) DiagnosticError DictAttrs (class in tvm.ir) dilate() (in module tvm.topi.nn) dilation2d_nchw() (in module tvm.topi.image) dilation2d_nhwc() (in module tvm.topi.image) dilation_h (tvm.topi.nn.Workload attribute) dilation_w (tvm.topi.nn.Workload attribute) Div (class in tvm.tir) div() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) divide() (in module tvm.relax.op) (in module tvm.topi) DModule (class in tvm.runtime.disco) dom (tvm.dlight.IterInfo property) dom() (tvm.dlight.BlockInfo method) dom_kind() (tvm.dlight.BlockInfo method) download() (tvm.rpc.RPCSession method) download_linked_module() (tvm.rpc.RPCSession method) DPackedFunc (class in tvm.runtime.disco) DRef (class in tvm.runtime.disco) driver_version (tvm.runtime.Device property) dropout() (in module tvm.relax.op.nn) DropoutAttrs (class in tvm.relax.op.op_attrs) dtype (tvm.runtime.ndarray.NDArray property) (tvm.te.TensorSlice property) DummyGlobalInfo (class in tvm.ir) dump_pruned() (tvm.meta_schedule.Database method) Duration (class in tvm.runtime.profiling) dynamic_strided_slice() (in module tvm.relax.op) (in module tvm.topi) dynamo_capture_subgraphs() (in module tvm.relax.frontend.torch) DynTensorType (class in tvm.relax)

E

einsum() (in module tvm.relax.op) (in module tvm.topi) EinsumAttrs (class in tvm.relax.op.op_attrs) elemwise_sum() (in module tvm.topi) EliminateCommonSubexpr() (in module tvm.relax.transform) emit() (tvm.relax.block_builder.BlockBuilder method) emit_call() (tvm.relax.ExecBuilder method) emit_func_output() (tvm.relax.block_builder.BlockBuilder method) emit_goto() (tvm.relax.ExecBuilder method) emit_if() (tvm.relax.ExecBuilder method) emit_normalized() (tvm.relax.block_builder.BlockBuilder method) emit_output() (tvm.relax.block_builder.BlockBuilder method) emit_ret() (tvm.relax.ExecBuilder method) emit_te() (tvm.relax.block_builder.BlockBuilder method) empty() (in module tvm.runtime.ndarray) (tvm.runtime.disco.Session method) enabled() (in module tvm.runtime) end_checkpoint() (in module tvm.relax.op.grad) end_profile_intrinsic() (in module tvm.tir) end_scope() (tvm.relax.block_builder.BlockBuilder method) enter_pass_ctx() (tvm.instrument.PassInstrument method) enter_postproc() (tvm.tir.schedule.Schedule method) entry_func (tvm.runtime.Module property) EnvFunc (class in tvm.ir) EQ (class in tvm.tir) equal() (in module tvm.relax.op) (in module tvm.topi) equal_const_int() (in module tvm.topi.nn) erase_to_well_defined() (in module tvm.relax.analysis) erf() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) erf_legalize() (in module tvm.topi) estimate_memory_usage() (in module tvm.relax.analysis) estimate_tir_flops() (in module tvm.tir.analysis.analysis)

Evaluate (class in tvm.tir) ewise_fma() (in module tvm.relax.op) ExecBuilder (class in tvm.relax) Executable (class in tvm.relax) exist (tvm.runtime.Device property) exit_pass_ctx() (tvm.instrument.PassInstrument method) exp() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) exp10() (in module tvm.tir) exp2() (in module tvm.tir) expand_dims() (in module tvm.relax.op) (in module tvm.topi) expand_like() (in module tvm.topi) ExpandDimsAttrs (class in tvm.relax.op.op_attrs) ExpandMatmulOfSum() (in module tvm.relax.transform) ExpandTupleArguments() (in module tvm.relax.transform) export_library() (tvm.relax.Executable method) (tvm.runtime.Module method) Expr (in module tvm.relax) (in module tvm.relax.op.grad) expr_deep_equal() (in module tvm.tir.analysis.analysis) ExprFunctor (class in tvm.relax) ExprRV (in module tvm.tir.schedule) ext_dev() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) extern() (in module tvm.relax) (in module tvm.te) (in module tvm.topi) extern_primfunc() (in module tvm.te) ExternFunc (class in tvm.relax) ExternOp (class in tvm.te) extract_from() (tvm.meta_schedule.FeatureExtractor method) ExtractedTask (class in tvm.meta_schedule) ExtractPrimFuncConstants() (in module tvm.tir.transform)

F

f() (tvm.relax.ExecBuilder method) factor_of() (tvm.tir.Layout method) fast_erf() (in module tvm.topi) fast_exp() (in module tvm.topi) fast_softmax() (in module tvm.topi.nn) fast_tanh() (in module tvm.topi) FastMathTransform (class in tvm.relax.transform) FeatureExtractor (class in tvm.meta_schedule) FewShotTuning() (in module tvm.relax.transform) fifo_buffer() (in module tvm.topi.nn) Filter() (in module tvm.tir.transform) finalize() (tvm.relax.block_builder.BlockBuilder method) find_anchor_block() (in module tvm.tir.analysis.analysis) fixed_point_multiply() (in module tvm.topi) fixed_point_multiply_per_axis() (in module tvm.topi) flatten() (in module tvm.relax.op) (in module tvm.topi.nn) FlattenBuffer() (in module tvm.tir.transform) flip() (in module tvm.relax.op) (in module tvm.topi) FlipAttrs (class in tvm.relax.op.op_attrs) FloatImm (class in tvm.tir) floor() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) floor_divide() (in module tvm.relax.op) (in module tvm.topi) floor_mod() (in module tvm.topi) FloorDiv (class in tvm.tir) floordiv() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) FloorMod (class in tvm.tir) floormod() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) fmod() (in module tvm.te) (in module tvm.tir) FoldConstant() (in module tvm.relax.transform) For (class in tvm.tir)

ForceNarrowIndexToInt32() (in module tvm.tir.transform) fork_seed() (tvm.tir.schedule.Schedule method) ForKind (class in tvm.tir) format (tvm.runtime.Module property) forward_index() (tvm.tir.BijectiveLayout method) forward_shape() (tvm.tir.BijectiveLayout method) FP8ComputeLegalize() (in module tvm.tir.transform) FP8StorageLegalize() (in module tvm.tir.transform) free_raw_stream() (tvm.runtime.Device method) free_symbolic_vars() (in module tvm.relax.analysis) free_vars() (in module tvm.relax.analysis) from_callable() (tvm.dlight.ScheduleRule static method) from_device() (tvm.target.Target static method) from_dlpack() (in module tvm.runtime.ndarray) from_expr() (tvm.ir.IRModule static method) from_func() (tvm.tir.IndexMap static method) from_func_with_separators() (tvm.tir.IndexMap static method) from_fx() (in module tvm.relax.frontend.torch) from_json() (tvm.runtime.profiling.Report class method) (tvm.runtime.Report class method) from_min_extent() (tvm.ir.Range static method) from_onnx() (in module tvm.relax.frontend.onnx) from_stablehlo() (in module tvm.relax.frontend.stablehlo) full() (in module tvm.relax.op) (in module tvm.topi) full_like() (in module tvm.relax.op) (in module tvm.topi) func_working_on (tvm.tir.schedule.Schedule property) FuncStructInfo (class in tvm.relax) Function (class in tvm.relax) function() (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.ExecBuilder method) function_pass() (in module tvm.relax.transform) FunctionPass (class in tvm.relax.transform) functions_items() (tvm.ir.IRModule method) FunctionScope (class in tvm.relax.block_builder) FuncType (class in tvm.ir) fuse() (tvm.tir.schedule.Schedule method) FuseOps() (in module tvm.relax.transform) FuseOpsByPattern() (in module tvm.relax.transform) FuseTIR() (in module tvm.relax.transform) FusionPattern (class in tvm.relax.transform)

G

gather() (in module tvm.topi) gather_nd() (in module tvm.topi) gather_to_worker0() (tvm.runtime.disco.Session method) GE (class in tvm.tir) gelu() (in module tvm.relax.op.nn) gelu_tanh() (in module tvm.relax.op.nn) 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) generic_func() (in module tvm.target) GenericFunc (class in tvm.target) get() (tvm.ir.EnvFunc static method) (tvm.ir.Map method) (tvm.ir.Op static method) (tvm.meta_schedule.Profiler method) (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.ExecBuilder method) (tvm.tir.schedule.InstructionKind static method) (tvm.tir.schedule.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.Schedule method) get_block_access_region() (in module tvm.tir.analysis.analysis) get_block_read_write_region() (in module tvm.tir.analysis.analysis) get_block_scope() (tvm.tir.BlockDependenceInfo method) (tvm.tir.schedule.ScheduleState method) get_child_blocks() (tvm.tir.schedule.Schedule method) get_closest_index() (in module tvm.topi.image) get_const_int() (in module tvm.topi.nn) get_const_tuple() (in module tvm.topi) (in module tvm.topi.nn) get_constructor() (tvm.ir.IRModule method) get_consumers() (tvm.tir.schedule.Schedule method) get_current_trace() (tvm.transform.PassContext method) get_decision() (tvm.tir.schedule.Trace method) get_deps_by_dst() (tvm.tir.schedule.BlockScope method) get_deps_by_src() (tvm.tir.schedule.BlockScope method) get_flattened_buffer() (tvm.tir.Buffer method) get_function() (tvm.rpc.RPCSession method) (tvm.runtime.Module method) get_global_func() (tvm.runtime.disco.Session method) get_global_type_var() (tvm.ir.IRModule method) get_global_type_vars() (tvm.ir.IRModule method) get_global_var() (tvm.ir.IRModule method) get_global_vars() (tvm.ir.IRModule 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.Schedule method) get_native_generic_func() (in module tvm.target) get_output_blocks() (tvm.tir.schedule.Schedule method) get_outputs() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine 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.topi.nn) get_pad_tuple3d() (in module tvm.topi.nn) get_pad_tuple_generic() (in module tvm.topi.nn) get_pipeline() (in module tvm.relax) get_prim_func_arg_and_result_memory_constraints() (in module tvm.tir.analysis.analysis) get_producers() (tvm.tir.schedule.Schedule method) get_property_mask() (tvm.runtime.Module method) get_shape_of() (in module tvm.relax) get_source() (tvm.runtime.Module method) get_sref() (tvm.tir.BlockDependenceInfo method) (tvm.tir.schedule.Schedule method) (tvm.tir.schedule.ScheduleState method) get_static_type() (in module tvm.relax.analysis) get_str() (tvm.ir.Attrs method) get_target_device_type() (tvm.target.Target method) get_top_k() (tvm.meta_schedule.Database method) get_trace_stack() (tvm.transform.PassContext method) get_trace_stack_size() (tvm.transform.PassContext method) get_tuning_api_database() (tvm.transform.PassContext method) get_unique_name() (tvm.relax.block_builder.BlockBuilder method) get_var2val() (in module tvm.relax.analysis) get_var_remap() (tvm.relax.PyExprMutator method) get_vtcm_compaction_passes() (in module tvm.tir.analysis.analysis) global_pool() (in module tvm.topi.nn) GlobalInfo (class in tvm.ir) GlobalTypeVar (class in tvm.ir) GlobalVar (class in tvm.ir) gpu() (in module tvm.runtime) (in module tvm.runtime.ndarray) Gradient() (in module tvm.relax.transform) gradient() (in module tvm.te) greater() (in module tvm.relax.op) (in module tvm.topi) greater_equal() (in module tvm.relax.op) (in module tvm.topi) grid_sample() (in module tvm.topi.image) group_conv1d_ncw() (in module tvm.topi.nn) group_conv1d_nwc() (in module tvm.topi.nn) group_conv1d_transpose_ncw() (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_conv3d_transpose_ncdhw() (in module tvm.topi.nn) group_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) GT (class in tvm.tir)

H

has_attr() (tvm.ir.Op method) has_reshape_pattern() (in module tvm.relax.analysis) has_workload() (tvm.meta_schedule.Database method) height (tvm.topi.nn.Workload attribute) hexagon() (in module tvm.runtime.ndarray) (in module tvm.target) (tvm.rpc.RPCSession method) hint_on_device() (in module tvm.relax.op) HoistedConditionals (class in tvm.tir.transform)

HoistedLetBindings (class in tvm.tir.transform) HoistExpression() (in module tvm.tir.transform) HoistIfThenElse() (in module tvm.tir.transform) hybrid_argwhere_1d() (in module tvm.topi) hybrid_argwhere_2d() (in module tvm.topi) hybrid_argwhere_3d() (in module tvm.topi) hybrid_argwhere_4d() (in module tvm.topi) hybrid_argwhere_5d() (in module tvm.topi) HybridOp (class in tvm.te) hypot() (in module tvm.tir)

I

Id (class in tvm.relax) identity() (in module tvm.topi) If (class in tvm.relax) if_then_else() (in module tvm.te) (in module tvm.tir) IfElseExpr (tvm.tir.transform.HoistedConditionals attribute) IfElseStmt (tvm.tir.transform.HoistedConditionals attribute) IfThenElse (class in tvm.tir) imm() (tvm.relax.ExecBuilder method) implements_function() (tvm.runtime.Module method) import_module() (tvm.runtime.Module method) imported_modules (tvm.runtime.Module property) in_dtype (tvm.topi.nn.Workload attribute) in_filter (tvm.topi.nn.Workload attribute) inc_num_evals() (tvm.transform.PassContext method) IncompleteType (class in tvm.ir) 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) InferFragment() (in module tvm.tir.transform) infinity() (in module tvm.tir) info (tvm.transform.Pass property) init_ccl() (tvm.runtime.disco.Session method) InitAttrs (class in tvm.relax.op.op_attrs) InjectCopyIntrin() (in module tvm.tir.transform) InjectDoubleBuffer() (in module tvm.tir.transform) InjectPermutedLayout() (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_mark() (tvm.tir.schedule.StmtSRef static method) InlinePrivateFunctions() (in module tvm.relax.transform) (in module tvm.tir.transform) inputs (tvm.tir.schedule.Instruction attribute) InstallDebugSpans() (in module tvm.tir.transform) instance_norm() (in module tvm.topi.nn) Instruction (class in tvm.tir.schedule) InstructionKind (class in tvm.tir.schedule) InstrumentBoundCheckers() (in module tvm.tir.transform) InstrumentProfileIntrinsics() (in module tvm.tir.transform)

insts (tvm.tir.schedule.Trace attribute) intel_graphics() (in module tvm.target) InternalError IntImm (class in tvm.tir) InvalidShapeError inverse() (tvm.tir.IndexMap method) invert_permutation() (in module tvm.topi) invoke_closure() (in module tvm.relax.op) (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) invoke_pure_closure() (in module tvm.relax.op) invoke_stateful() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) ir_transform() (in module tvm.tir.stmt_functor) IRModule (class in tvm.ir) is_base_of() (tvm.relax.StructInfo method) is_binary_serializable (tvm.runtime.Module property) is_dso_exportable (tvm.runtime.Module property) is_elementwise() (tvm.dlight.BlockInfo method) is_equivalent_to() (tvm.tir.IndexMap method) is_gemm() (tvm.dlight.BlockInfo method) is_gemv() (tvm.dlight.BlockInfo method) is_injective() (tvm.dlight.BlockInfo method) is_meta_schedule_enabled() (in module tvm.meta_schedule) is_pure (tvm.tir.schedule.InstructionKind property) is_reduction() (tvm.dlight.BlockInfo method) is_runnable (tvm.runtime.Module property) is_target_available() (tvm.dlight.ScheduleRule method) isfinite() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) isinf() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) isnan() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) isnullptr() (in module tvm.tir) items() (tvm.ir.DictAttrs method) (tvm.ir.Map method) IterInfo (class in tvm.dlight) IterVar (class in tvm.tir)

J

jit() (tvm.relax.Executable method) join_running_task() (tvm.meta_schedule.TaskScheduler method)

json() (tvm.runtime.profiling.Report method) (tvm.runtime.Report method)

K

kernel_h (tvm.topi.nn.Workload attribute) kernel_w (tvm.topi.nn.Workload attribute) keys() (tvm.ir.Attrs method) (tvm.ir.DictAttrs method)

kill_storage() (in module tvm.relax.op.memory) kill_tensor() (in module tvm.relax.op.memory) KillAfterLastUse() (in module tvm.relax.transform) kind (tvm.tir.schedule.Instruction attribute)

L

l2_cache_size_bytes (tvm.runtime.Device property) LambdaLift() (in module tvm.relax.transform) layer_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) LayerNormAttrs (class in tvm.relax.op.op_attrs) Layout (class in tvm.tir) layout() (in module tvm.tir) layout_transform() (in module tvm.relax.op) (in module tvm.topi) (in module tvm.topi.nn) LayoutTransformAttrs (class in tvm.relax.op.op_attrs) LazyTransformParams (class in tvm.relax.transform) ldexp() (in module tvm.tir) LE (class in tvm.tir) leaky_relu() (in module tvm.topi.nn) leakyrelu() (in module tvm.relax.op.nn) left_shift() (in module tvm.topi) LegalizeOps() (in module tvm.relax.transform) LegalizePackedCalls() (in module tvm.tir.transform) less() (in module tvm.relax.op) (in module tvm.topi) less_equal() (in module tvm.relax.op) (in module tvm.topi) Let (class in tvm.tir) LetExpr (tvm.tir.transform.HoistedLetBindings attribute) LetStmt (class in tvm.tir) (tvm.tir.transform.HoistedLetBindings attribute) LiftAttrScope() (in module tvm.tir.transform) LiftThreadBinding() (in module tvm.tir.transform) LiftTransformParams() (in module tvm.relax.transform) likely() (in module tvm.tir) linear() (in module tvm.relax.op) list_configs() (tvm.transform.PassContext static method) list_field_info() (tvm.ir.Attrs method) list_kinds() (tvm.target.Target static method) list_op_names() (tvm.ir.Op static method) list_tags() (in module tvm.target) listdir() (tvm.rpc.RPCSession method) load() (tvm.meta_schedule.CostModel 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_static_library() (in module tvm.runtime)

load_vm_module() (tvm.runtime.disco.Session method) LocalSession (class in tvm.rpc) log() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) log10() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) log1p() (in module tvm.tir) log2() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) log_softmax() (in module tvm.relax.op.nn) (in module tvm.topi.nn) logical_and() (in module tvm.relax.op) (in module tvm.topi) logical_not() (in module tvm.relax.op) (in module tvm.topi) logical_or() (in module tvm.relax.op) (in module tvm.topi) logical_xor() (in module tvm.relax.op) (in module tvm.topi) lookup_binding() (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.PyExprMutator method) lookup_param() (in module tvm.tir) loop_partition() (tvm.tir.schedule.Schedule method) LoopPartition() (in module tvm.tir.transform) LoopRV (class in tvm.tir.schedule) LowerAllocTensor() (in module tvm.relax.transform) LowerAutoCopy() (in module tvm.tir.transform) LowerCrossThreadReduction() (in module tvm.tir.transform) LowerCustomDatatypes() (in module tvm.tir.transform) LowerDeviceKernelLaunch() (in module tvm.tir.transform) LowerDeviceStorageAccessInfo() (in module tvm.tir.transform) 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.topi.nn) lstm() (in module tvm.topi.nn) LT (class in tvm.tir)

M

make_closure() (in module tvm.relax.op) make_compilation_config() (in module tvm.target) make_idx() (in module tvm.topi) make_node() (in module tvm.ir) MakePackedAPI() (in module tvm.tir.transform) MakeUnpackedAPI() (in module tvm.tir.transform) mali() (in module tvm.target) 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) masked_fill() (in module tvm.relax.op) match_cast() (tvm.relax.block_builder.BlockBuilder method) MatchBufferRegion (class in tvm.tir) MatchCast (class in tvm.relax) matmul() (in module tvm.relax.op) (in module tvm.topi) (in module tvm.topi.nn) matmul_legalize() (in module tvm.topi.nn) MatmulAttrs (class in tvm.relax.op.op_attrs) matrix_set_diag() (in module tvm.topi) mattr (tvm.target.Target property) Max (class in tvm.tir) max() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) max_block_size_x (tvm.target.Target property) max_block_size_y (tvm.target.Target property) max_clock_rate (tvm.runtime.Device property) max_num_threads (tvm.target.Target property) max_pool2d() (in module tvm.relax.op.nn) max_pool2d_backward() (in module tvm.relax.op.grad) 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) maximum() (in module tvm.relax.op) (in module tvm.topi) mcpu (tvm.target.Target property) mean() (in module tvm.relax.op) MeasureCallback (class in tvm.meta_schedule) MeasureCandidate (class in tvm.meta_schedule) merge() (tvm.tir.schedule.Schedule method) MergeCompositeFunctions() (in module tvm.relax.transform) MergeSharedMemoryAllocations() (in module tvm.tir.transform) meshgrid() (in module tvm.topi) metal() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) MetaScheduleApplyDatabase() (in module tvm.relax.transform) MetaScheduleTuneIRMod() (in module tvm.relax.transform) MetaScheduleTuneTIR() (in module tvm.relax.transform) MetricCollector (class in tvm.runtime.profiling) Min (class in tvm.tir) min() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) min_value() (in module tvm.te) (in module tvm.tir) minimum() (in module tvm.relax.op) (in module tvm.topi)

mirror_pad() (in module tvm.topi.nn) mma_fill() (in module tvm.tir) mma_store() (in module tvm.tir) Mod (class in tvm.tir) mod (tvm.tir.schedule.Schedule property) mod() (in module tvm.topi) model (tvm.target.Target property) module tvm.dlight tvm.error tvm.instrument tvm.ir tvm.meta_schedule tvm.relax tvm.relax.analysis tvm.relax.block_builder tvm.relax.frontend tvm.relax.frontend.onnx tvm.relax.frontend.stablehlo tvm.relax.frontend.torch tvm.relax.op tvm.relax.op.builtin tvm.relax.op.ccl tvm.relax.op.distributed tvm.relax.op.grad tvm.relax.op.image tvm.relax.op.memory tvm.relax.op.nn tvm.relax.op.op_attrs tvm.relax.transform tvm.rpc tvm.runtime tvm.runtime.disco tvm.runtime.ndarray tvm.runtime.profiling tvm.runtime.relax_vm tvm.target tvm.te tvm.tir tvm.tir.analysis.analysis tvm.tir.schedule tvm.tir.stmt_functor tvm.tir.transform tvm.topi tvm.topi.image tvm.topi.nn tvm.topi.sparse tvm.transform Module (class in tvm.runtime) module_pass() (in module tvm.transform) ModulePass (class in tvm.transform) mtl() (in module tvm.runtime) (in module tvm.runtime.ndarray) Mul (class in tvm.tir) multi_processor_count (tvm.runtime.Device property) multiply() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) mutate_irmodule() (tvm.relax.DataflowBlockRewrite method) mutated_dfb() (tvm.relax.DataflowBlockRewrite method) mutated_root_fn() (tvm.relax.DataflowBlockRewrite method) Mutator (class in tvm.meta_schedule)

N

name (tvm.tir.schedule.InstructionKind attribute) name_hint (tvm.relax.Var property) name_to_binding() (in module tvm.relax.analysis) 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.runtime.ndarray) ndarray_size() (in module tvm.topi) ndim (tvm.te.Tensor property) NE (class in tvm.tir) nearbyint() (in module tvm.te) (in module tvm.tir) negative() (in module tvm.relax.op) (in module tvm.topi) Never (tvm.tir.transform.HoistedConditionals attribute) (tvm.tir.transform.HoistedLetBindings attribute) next_task_id() (tvm.meta_schedule.TaskScheduler method) nextafter() (in module tvm.tir)

nll_loss() (in module tvm.relax.op.nn) (in module tvm.topi.nn) nll_loss_backward() (in module tvm.relax.op.grad) no_grad() (in module tvm.relax.op.grad) Node (class in tvm.ir) non_surjective_inverse() (tvm.tir.IndexMap method) Normalize() (in module tvm.relax.transform) normalize() (tvm.relax.block_builder.BlockBuilder method) normalize_prim_func() (in module tvm.dlight) NormalizeGlobalVar() (in module tvm.relax.transform) Not (class in tvm.tir) not_equal() (in module tvm.relax.op) (in module tvm.topi) notify_runner_results() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) null_value() (in module tvm.relax.op) num_threads() (in module tvm.runtime) numpy() (tvm.runtime.ndarray.NDArray method) numpyasarray() (in module tvm.runtime.ndarray)

O

Object (class in tvm.runtime) ObjectGeneric (class in tvm.runtime) ObjectPath (class in tvm.runtime) ObjectPathPair (class in tvm.runtime) ObjectStructInfo (class in tvm.relax) ObjectType (class in tvm.relax) offset_of() (tvm.tir.Buffer method) one_hot() (in module tvm.topi) ones() (in module tvm.relax.op) ones_like() (in module tvm.relax.op) OOBChecker() (in module tvm.tir.analysis.analysis) Op (class in tvm.ir) op (tvm.te.Tensor property) OPAQUE (tvm.tir.schedule.DepKind attribute) opaque_func() (tvm.relax.FuncStructInfo static method)

OpAttributeInvalid OpAttributeRequired OpAttributeUnImplemented opencl() (in module tvm.runtime) (in module tvm.runtime.ndarray) OpError OpNotImplemented OptimizeLayoutTransform (class in tvm.relax.transform) options (tvm.target.TargetKind property) options_from_name() (tvm.target.TargetKind static method) Or (class in tvm.tir) out_dtype (tvm.topi.nn.Workload attribute) out_filter (tvm.topi.nn.Workload attribute) outputs (tvm.tir.schedule.Instruction attribute) override_instruments() (tvm.transform.PassContext method) override_native_generic_func() (in module tvm.target)

P

PackedFunc (class in tvm.runtime) PackedFuncType (class in tvm.relax) pad() (in module tvm.relax.op.nn) (in module tvm.topi.image) (in module tvm.topi.nn) pad_einsum() (tvm.tir.schedule.Schedule method) padb (tvm.topi.nn.Workload attribute) padl (tvm.topi.nn.Workload attribute) padr (tvm.topi.nn.Workload attribute) padt (tvm.topi.nn.Workload attribute) parallel() (tvm.tir.schedule.Schedule method) parent (tvm.tir.schedule.StmtSRef property) 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) PassPrintingInstrument (class in tvm.instrument) PassTimingInstrument (class in tvm.instrument) PatternCheckContext (class in tvm.relax.transform) Percent (class in tvm.runtime.profiling) permute_dims() (in module tvm.relax.op) PermuteDimsAttrs (class in tvm.relax.op.op_attrs) placeholder() (in module tvm.te) PlaceholderOp (class in tvm.te) PlanAndUpdateBufferAllocationLocation() (in module tvm.tir.transform) PointerType (class in tvm.ir) PointerValueTypeRewrite() (in module tvm.tir.transform) pool1d() (in module tvm.topi.nn) pool2d() (in module tvm.topi.nn) Pool2DAttrs (class in tvm.relax.op.op_attrs) pool3d() (in module tvm.topi.nn) pool_grad() (in module tvm.topi.nn) PoolInfo (class in tvm.ir) PoolInfoProperties (class in tvm.ir) pop() (tvm.tir.schedule.Trace method) pop_trace() (tvm.transform.PassContext method) popcount() (in module tvm.te) (in module tvm.tir) PopenSession (class in tvm.rpc) post_order_visit() (in module tvm.relax.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.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) pre_order_visit() (in module tvm.tir.stmt_functor) pre_tuning() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) predict() (tvm.meta_schedule.CostModel method) Prefetch (class in tvm.tir) prelu() (in module tvm.topi.nn) prim_func_pass() (in module tvm.tir.transform) PrimExpr (class in tvm.ir) PrimFunc (class in tvm.tir) PrimFuncPass (class in tvm.tir.transform) PrimStructInfo (class in tvm.relax) PrimType (class in tvm.ir) PrimValue (class in tvm.relax) print() (in module tvm.relax.op) print_tuning_statistics() (tvm.meta_schedule.TaskScheduler method) PrintIR() (in module tvm.transform) ProcessSession (class in tvm.runtime.disco) prod() (in module tvm.relax.op) (in module tvm.topi) ProducerLoad (class in tvm.tir) ProducerRealize (class in tvm.tir) ProducerStore (class in tvm.tir) profile() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) profile_function() (in module tvm.runtime.profiling) Profiler (class in tvm.meta_schedule) ptx_arrive_barrier() (in module tvm.tir) ptx_arrive_barrier_expect_tx() (in module tvm.tir) ptx_commit_group() (in module tvm.tir) ptx_cp_async() (in module tvm.tir) ptx_cp_async_barrier() (in module tvm.tir) ptx_cp_async_bulk() (in module tvm.tir) ptx_init_barrier_thread_count() (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_barrier() (in module tvm.tir) ptx_wait_group() (in module tvm.tir) push_trace() (tvm.transform.PassContext method) PyExprMutator (class in tvm.relax) PyExprVisitor (class in tvm.relax)

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() (in module tvm.relax.op) query() (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

r() (tvm.relax.ExecBuilder method) Ramp (class in tvm.tir) Range (class in tvm.ir) rasp() (in module tvm.target) Ratio (class in tvm.runtime.profiling) RAW (tvm.tir.schedule.DepKind attribute) RealizeVDevice() (in module tvm.relax.transform) redistribute() (in module tvm.relax.op.distributed) redistribute_replica_to_shard() (in module tvm.relax.op.distributed) Reduce (class in tvm.tir) reduce() (in module tvm.topi.nn) reduce_axis() (in module tvm.te) ReduceBranchingThroughOvercompute() (in module tvm.tir.transform) register() (tvm.target.GenericFunc method) (tvm.tir.TensorIntrin static method) register_error() (in module tvm.error) register_gradient() (in module tvm.relax.op) register_intrin_lowering() (in module tvm.ir) register_op_attr() (in module tvm.ir) register_pipeline() (in module tvm.relax) reindex() (tvm.tir.schedule.Schedule method) reindex_cache_read() (tvm.tir.schedule.Schedule method) reindex_cache_write() (tvm.tir.schedule.Schedule method) reinterpret() (in module tvm.tir) (in module tvm.topi) relax_dynamo() (in module tvm.relax.frontend.torch) RelayExpr (class in tvm.ir) RelayRefType (class in tvm.ir) relu() (in module tvm.relax.op.nn) (in module tvm.topi.nn) remove() (tvm.rpc.RPCSession method) remove_all_unused() (in module tvm.relax.analysis) (tvm.relax.DataflowBlockRewrite method) remove_rv() (tvm.tir.schedule.Schedule method) remove_unused() (tvm.relax.DataflowBlockRewrite method) RemoveAssume() (in module tvm.tir.transform) RemoveNoOp() (in module tvm.tir.transform) RemovePurityChecking() (in module tvm.relax.transform) RemoveRedundantReshape (class in tvm.relax.transform) RemoveStoreUndef() (in module tvm.tir.transform) RemoveUnusedOutputs() (in module tvm.relax.transform) RemoveUnusedParameters() (in module tvm.relax.transform) RemoveWeightLayoutRewriteBlock() (in module tvm.tir.transform) render() (tvm.instrument.PassTimingInstrument static method) renew_defs() (in module tvm.tir.stmt_functor) RenormalizeSplitPattern() (in module tvm.tir.transform) reorder() (tvm.tir.schedule.Schedule method) reorder_block_iter_var() (tvm.tir.schedule.Schedule method) ReorderTakeAfterMatmul() (in module tvm.relax.transform) repeat() (in module tvm.relax.op) (in module tvm.topi)

RepeatAttrs (class in tvm.relax.op.op_attrs) replace() (tvm.tir.schedule.ScheduleState method) replace_all_uses() (tvm.relax.DataflowBlockRewrite method) Report (class in tvm.runtime) (class in tvm.runtime.profiling) request() (tvm.rpc.TrackerSession method) request_and_run() (tvm.rpc.TrackerSession method) RequiredByConditional (tvm.tir.transform.HoistedLetBindings attribute) reset_attr() (tvm.ir.Op method) reshape() (in module tvm.relax.op) (in module tvm.topi) resize1d() (in module tvm.topi.image) resize2d() (in module tvm.relax.op.image) (in module tvm.topi.image) Resize2DAttrs (class in tvm.relax.op.op_attrs) resize3d() (in module tvm.topi.image) ret() (in module tvm.tir) reverse_compute_at() (tvm.tir.schedule.Schedule method) reverse_compute_inline() (tvm.tir.schedule.Schedule method) reverse_sequence() (in module tvm.topi) RewriteCUDAGraph() (in module tvm.relax.transform) RewriteDataflowReshape() (in module tvm.relax.transform) RewriteUnsafeSelect() (in module tvm.tir.transform) rfactor() (tvm.tir.schedule.Schedule method) right_shift() (in module tvm.topi) riscv_cpu() (in module tvm.target) rms_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) rocm() (in module tvm.runtime) (in module tvm.runtime.ndarray) (in module tvm.target) (tvm.rpc.RPCSession method) rolling_buffer() (tvm.tir.schedule.Schedule method) root_mark() (tvm.tir.schedule.StmtSRef static method) round() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) RPCError RPCSession (class in tvm.rpc) RPCSessionTimeoutError rsqrt() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) run() (tvm.meta_schedule.Runner method) run_after_pass() (tvm.instrument.PassInstrument method) run_before_pass() (tvm.instrument.PassInstrument method) RunCodegen() (in module tvm.relax.transform) Runner (class in tvm.meta_schedule)

S

same_as() (tvm.ir.GlobalInfo method) (tvm.ir.Type method) (tvm.relax.StructInfo method) (tvm.runtime.ndarray.NDArray method) sample_categorical() (tvm.tir.schedule.Schedule method) sample_compute_location() (tvm.tir.schedule.Schedule method) sample_partitioned_tile() (tvm.tir.schedule.Schedule method) sample_perfect_tile() (tvm.tir.schedule.Schedule method) save() (tvm.meta_schedule.CostModel method) (tvm.runtime.Module method) save_function() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) save_json() (in module tvm.ir) save_param_dict() (in module tvm.runtime) save_param_dict_to_file() (in module tvm.runtime) 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) scanop() (in module tvm.topi) ScanopAttrs (class in tvm.relax.op.op_attrs) scatter_elements() (in module tvm.relax.op) (in module tvm.topi) scatter_from_worker0() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) scatter_nd() (in module tvm.topi) Schedule (class in tvm.tir.schedule) ScheduleDebugMask (class in tvm.tir.schedule) ScheduleError ScheduleRule (class in tvm.dlight) (class in tvm.meta_schedule) ScheduleState (class in tvm.tir.schedule) scope() (tvm.tir.Buffer method) script() (tvm.runtime.Scriptable method) Scriptable (class in tvm.runtime) searchsorted() (in module tvm.topi) SearchStrategy (class in tvm.meta_schedule) seed() (tvm.tir.schedule.Schedule method) Select (class in tvm.tir) SeqExpr (class in tvm.relax) SeqStmt (class in tvm.tir) sequence_mask() (in module tvm.topi) Sequential (class in tvm.transform) SequentialSpan (class in tvm.ir) Server (class in tvm.rpc) Session (class in tvm.runtime.disco) set_attr() (tvm.ir.Op method) set_attrs_type_key() (tvm.ir.Op method) set_axis_separator() (tvm.tir.schedule.Schedule method) set_default() (tvm.target.GenericFunc method) set_input() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) set_instrument() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) set_num_evals() (tvm.transform.PassContext method) set_num_inputs() (tvm.ir.Op method) set_raw_stream() (tvm.runtime.Device method) set_scope() (tvm.tir.schedule.Schedule method) set_support_level() (tvm.ir.Op method) set_var_remap() (tvm.relax.PyExprMutator method) shape (tvm.te.Tensor property) shape() (in module tvm.topi) shape_of() (in module tvm.relax.op) shape_to_tensor() (in module tvm.relax.op) ShapeExpr (class in tvm.relax) ShapeStructInfo (class in tvm.relax) ShapeTuple (class in tvm.runtime) ShapeType (class in tvm.relax) 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.Schedule method) (tvm.tir.schedule.Trace method) Shuffle (class in tvm.tir) sigmoid() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) sign() (in module tvm.relax.op) (in module tvm.topi) silu() (in module tvm.relax.op.nn) simplified() (tvm.tir.schedule.Trace method) Simplify() (in module tvm.tir.transform) simplify() (in module tvm.topi.image) (in module tvm.topi.nn) simulated_dequantize() (in module tvm.topi.nn) simulated_quantize() (in module tvm.topi.nn) sin() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) sinh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi)

size_var() (in module tvm.te) SizeVar (class in tvm.tir) SkipAssert() (in module tvm.tir.transform) sliding_window() (in module tvm.topi) softmax() (in module tvm.relax.op.nn) (in module tvm.topi.nn) softmax_common() (in module tvm.topi.nn) SoftmaxAttrs (class in tvm.relax.op.op_attrs) sort() (in module tvm.relax.op) (in module tvm.topi) SortAttrs (class in tvm.relax.op.op_attrs) SourceName (class in tvm.ir) space_to_batch_nd() (in module tvm.topi.nn) space_to_depth() (in module tvm.topi.nn) SpaceGenerator (class in tvm.meta_schedule) Span (class in tvm.ir) sparse_add() (in module tvm.topi.nn) sparse_conv2d() (in module tvm.topi.nn) sparse_dense() (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_reshape() (in module tvm.topi) sparse_to_dense() (in module tvm.topi) sparse_transpose() (in module tvm.topi.nn) specialize() (tvm.tir.PrimFunc method) SpecializedCondition (class in tvm.te) split() (in module tvm.relax.op) (in module tvm.topi) (tvm.tir.schedule.Schedule method) SplitAttrs (class in tvm.relax.op.op_attrs) SplitCallTIRByPattern() (in module tvm.relax.transform) SplitHostDevice() (in module tvm.tir.transform) sqrt() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) square() (in module tvm.relax.op) squeeze() (in module tvm.relax.op) (in module tvm.topi) SqueezeAttrs (class in tvm.relax.op.op_attrs) stack() (in module tvm.topi) start_checkpoint() (in module tvm.relax.op.grad) start_profile_intrinsic() (in module tvm.tir) state (tvm.tir.schedule.Schedule property) StaticPlanBlockMemory() (in module tvm.relax.transform) StatisticalAttrs (class in tvm.relax.op.op_attrs) stats() (tvm.relax.Executable method) std() (in module tvm.relax.op) stft() (in module tvm.topi) stm32() (in module tvm.target) Stmt (class in tvm.tir) stmt (tvm.tir.schedule.StmtSRef property) stmt_list() (in module tvm.tir) stmt_seq() (in module tvm.tir) StmtSRef (class in tvm.tir.schedule) stop_lift_params() (in module tvm.relax.op.builtin) storage_align() (tvm.tir.schedule.Schedule method) StorageFlatten() (in module tvm.tir.transform) StorageRewrite() (in module tvm.tir.transform) stride_h (tvm.topi.nn.Workload attribute) stride_w (tvm.topi.nn.Workload attribute) strided_set() (in module tvm.topi) strided_slice() (in module tvm.relax.op) (in module tvm.topi) (in module tvm.topi.nn) StridedSliceAttrs (class in tvm.relax.op.op_attrs) String (class in tvm.runtime) StringImm (class in tvm.relax) (class in tvm.tir) struct_info (tvm.ir.RelayExpr property) struct_info_base_check() (in module tvm.relax.analysis) struct_info_lca() (in module tvm.relax.analysis) StructInfo (class in tvm.relax) structural_equal() (in module tvm.ir) structural_hash() (in module tvm.ir) Sub (class in tvm.tir) substitute() (in module tvm.tir.stmt_functor) subtract() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) suggest_layout_transforms() (in module tvm.relax.analysis) sum() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) summary() (tvm.rpc.TrackerSession method) sync() (tvm.runtime.Device method) sync_worker_0() (tvm.runtime.disco.Session method) system_lib() (in module tvm.runtime) (tvm.rpc.RPCSession method)

T

table() (tvm.meta_schedule.Profiler method) (tvm.runtime.profiling.Report method) (tvm.runtime.Report method) tag_scope() (in module tvm.te) take() (in module tvm.relax.op) (in module tvm.topi) take_backward() (in module tvm.relax.op.grad) take_legalize() (in module tvm.topi) TakeAttrs (class in tvm.relax.op.op_attrs) tan() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) tanh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) (in module tvm.topi) Target (class in tvm.target) target_or_current() (tvm.target.Target static method) TargetKind (class in tvm.target) TaskScheduler (class in tvm.meta_schedule) Tensor (class in tvm.te) tensor_to_shape() (in module tvm.relax.op) TensorAffineType (class in tvm.ir) TensorComputeOp (class in tvm.te) tensordot() (in module tvm.topi) TensorIntrin (class in tvm.tir) tensorize() (tvm.tir.schedule.Schedule method) TensorSlice (class in tvm.te) TensorStructInfo (class in tvm.relax) TensorType (class in tvm.ir) terminate() (tvm.rpc.Server method) terminate_task() (tvm.meta_schedule.TaskScheduler method) testing_scope() (tvm.relax.block_builder.BlockBuilder method) TestingScope (class in tvm.relax.block_builder) 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) ThreadedSession (class in tvm.runtime.disco) ThreadSync() (in module tvm.tir.transform) tile() (in module tvm.relax.op) (in module tvm.topi) TileAttrs (class in tvm.relax.op.op_attrs) time_evaluator() (tvm.relax.VirtualMachine method) (tvm.runtime.Module method) (tvm.runtime.relax_vm.VirtualMachine method) timeit() (tvm.meta_schedule.Profiler static method) tir_vars_in_struct_info() (in module tvm.relax.analysis) to_vdevice() (in module tvm.relax.op) ToMixedPrecision() (in module tvm.relax.transform) ToNonDataflow() (in module tvm.relax.transform) topk() (in module tvm.relax.op) (in module tvm.topi) TopKAttrs (class in tvm.relax.op.op_attrs) total_global_memory (tvm.runtime.Device property) touch_task() (tvm.meta_schedule.TaskScheduler method) Trace (class in tvm.tir.schedule) trace (tvm.tir.schedule.Schedule property) trace() (in module tvm.te) (in module tvm.tir) TrackerSession (class in tvm.rpc) transform_block_layout() (tvm.tir.schedule.Schedule method) transform_layout() (tvm.tir.schedule.Schedule method) TransformMmaBufferLayout() (in module tvm.tir.transform) transpose() (in module tvm.topi) tril() (in module tvm.relax.op) trilu() (in module tvm.topi) TriluAttrs (class in tvm.relax.op.op_attrs) triu() (in module tvm.relax.op) trunc() (in module tvm.te) (in module tvm.tir) (in module tvm.topi) 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) try_inline() (in module tvm.dlight) try_inline_contiguous_spatial() (in module tvm.dlight) tune() (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) Tuple (class in tvm.relax) TupleAffineType (class in tvm.ir) TupleGetItem (class in tvm.relax) TupleStructInfo (class in tvm.relax) TupleType (class in tvm.ir) tvm.dlight module tvm.error module tvm.instrument module tvm.ir module

tvm.meta_schedule module tvm.relax module tvm.relax.analysis module tvm.relax.block_builder module tvm.relax.frontend module tvm.relax.frontend.onnx module tvm.relax.frontend.stablehlo module tvm.relax.frontend.torch module tvm.relax.op module tvm.relax.op.builtin module tvm.relax.op.ccl module tvm.relax.op.distributed module tvm.relax.op.grad module tvm.relax.op.image module tvm.relax.op.memory module tvm.relax.op.nn module tvm.relax.op.op_attrs module tvm.relax.transform module tvm.rpc module tvm.runtime module tvm.runtime.disco module tvm.runtime.ndarray module tvm.runtime.profiling module tvm.runtime.relax_vm module tvm.target module tvm.te module tvm.tir module tvm.tir.analysis.analysis module tvm.tir.schedule module tvm.tir.stmt_functor module tvm.tir.transform module tvm.topi 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) TypeRelation (class in tvm.ir) TypeVar (class in tvm.ir)

U

udchain() (in module tvm.relax.analysis) unannotate() (tvm.tir.schedule.Schedule method) undef() (in module tvm.tir) undefined_vars() (in module tvm.tir.analysis.analysis) UnifyThreadBinding() (in module tvm.tir.transform) unique() (in module tvm.relax.op) (in module tvm.topi) unpack_NCHWc_to_nchw() (in module tvm.topi.nn) unravel_index() (in module tvm.topi) unroll() (tvm.tir.schedule.Schedule method) UnrollLoop() (in module tvm.tir.transform) unsafe_hide_buffer_access() (tvm.tir.schedule.Schedule method)

unsafe_set_dtype() (tvm.tir.schedule.Schedule method) update() (tvm.ir.IRModule method) (tvm.meta_schedule.CostModel method) update_func() (tvm.ir.IRModule method) (tvm.relax.block_builder.BlockBuilder method) update_global_info() (tvm.ir.IRModule method) UpdateParamStructInfo() (in module tvm.relax.transform) UpdateVDevice() (in module tvm.relax.transform) upload() (tvm.rpc.RPCSession method) upsampling() (in module tvm.topi.nn) upsampling3d() (in module tvm.topi.nn) UsingBlockVar (tvm.tir.transform.HoistedConditionals attribute)

V

value_index (tvm.te.Tensor property) Var (class in tvm.relax) (class in tvm.tir) var() (in module tvm.te) VarBinding (class in tvm.relax) variance() (in module tvm.relax.op) VDevice (class in tvm.ir) vectorcombine() (in module tvm.tir) vectorhigh() (in module tvm.tir) vectorize() (tvm.tir.schedule.Schedule method) VectorizeLoop() (in module tvm.tir.transform) vectorlow() (in module tvm.tir) VERIFY_CACHED_FLAGS (tvm.tir.schedule.ScheduleDebugMask attribute) verify_gpu_code() (in module tvm.tir.analysis.analysis) verify_memory() (in module tvm.tir.analysis.analysis) VERIFY_SREF_TREE (tvm.tir.schedule.ScheduleDebugMask attribute) verify_ssa() (in module tvm.tir.analysis.analysis) verify_well_formed() (in module tvm.tir.analysis.analysis) VerifyMemory() (in module tvm.tir.transform) VerifyVTCMLimit() (in module tvm.tir.transform) VirtualDevice (class in tvm.target) VirtualMachine (class in tvm.relax) (class in tvm.runtime.relax_vm) visit_binding() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_binding_block() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_binding_block_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_call_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_constant_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_data_type_imm_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_dataflow_block_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_dataflow_var_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_dataflow_var_def_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_expr() (tvm.relax.ExprFunctor method) (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_expr_post_order() (tvm.relax.PyExprMutator method)

visit_extern_func_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_function_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_global_var_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_if_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_match_cast_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_op_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_prim_value_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_seq_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_shape_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_span() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_string_imm_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_tuple_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_tuple_getitem_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_var_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_var_binding_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_var_def() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_var_def_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_with_new_scope() (tvm.relax.PyExprMutator method) vload() (tvm.tir.Buffer method) VMBuiltinLower() (in module tvm.relax.transform) VMInstrumentReturnKind (class in tvm.relax) (class in tvm.runtime.relax_vm) VMShapeLower() (in module tvm.relax.transform) vpi() (in module tvm.runtime) (in module tvm.runtime.ndarray) vstore() (tvm.tir.Buffer method) vulkan() (in module tvm.runtime) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method)

W

WAR (tvm.tir.schedule.DepKind attribute) warp_size (tvm.runtime.Device property) WAW (tvm.tir.schedule.DepKind attribute) webgpu() (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) well_formed() (in module tvm.relax.analysis) where() (in module tvm.relax.op) (in module tvm.topi) While (class in tvm.tir) width (tvm.topi.nn.Workload attribute) winograd_transform_matrices() (in module tvm.topi.nn) with_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method)

with_attrs() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) with_body() (tvm.tir.PrimFunc method) with_decision() (tvm.tir.schedule.Trace method) with_minrpc() (in module tvm.rpc) with_struct_info() (tvm.relax.PyExprMutator method) within_index() (in module tvm.topi) without_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) work_on() (tvm.tir.schedule.Schedule method) Workload (class in tvm.topi.nn) WorkspaceMemoryPools (class in tvm.ir) WorkspacePoolInfo (class in tvm.ir) wrap_param() (in module tvm.relax.op)

Z

zeros() (in module tvm.relax.op)

zeros_like() (in module tvm.relax.op)