Index

A

abs() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) access_ptr() (tvm.tir.Buffer method) accumulate (tvm.relax.op.op_attrs.IndexPutAttrs property) acos() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) acosh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) adaptive_avg_pool1d() (in module tvm.relax.op.nn) adaptive_avg_pool2d() (in module tvm.relax.op.nn) adaptive_avg_pool3d() (in module tvm.relax.op.nn) adaptive_pool() (in module tvm.topi.nn) adaptive_pool1d() (in module tvm.topi.nn) adaptive_pool3d() (in module tvm.topi.nn) AdaptivePool1DAttrs (class in tvm.relax.op.op_attrs) AdaptivePool2DAttrs (class in tvm.relax.op.op_attrs) AdaptivePool3DAttrs (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.nn) (tvm.relax.DataflowBlockRewrite method) add_argument() (tvm.ir.Op method) add_func() (tvm.relax.block_builder.BlockBuilder method) add_python_function() (tvm.relax.BasePyModule method) add_unit_loop() (tvm.tir.schedule.Schedule method) address_of() (in module tvm.tir) AdjustMatmulOrder() (in module tvm.relax.transform) adreno() (in module tvm.target) 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) 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) AllGatherAttrs (class in tvm.relax.op.op_attrs) 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) AllReduceAttrs (class in tvm.relax.op.op_attrs) alpha (tvm.relax.op.op_attrs.LeakyReluAttrs property) AlterOpImpl() (in module tvm.relax.transform) And (class in tvm.tir) annotate() (tvm.tir.schedule.Schedule method) annotate_buffer_access() (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() (in module tvm.te) (in module tvm.tir) 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_constraints_to_boolean_branches (tvm.tir.transform.SimplifyConfig property) apply_json_to_schedule() (tvm.tir.schedule.Trace static method) apply_to_schedule() (tvm.tir.schedule.Trace method) ApplyDefaultSchedule (class in tvm.dlight) ApplyPassToFunction() (in module tvm.transform) arange() (in module tvm.relax.op) arch (tvm.target.Target property) argmax() (in module tvm.relax.op) ArgmaxArgminAttrs (class in tvm.relax.op.op_attrs)

argmin() (in module tvm.relax.op) argsort() (in module tvm.relax.op) ArgsortAttrs (class in tvm.relax.op.op_attrs) 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.VMExecutable method) (tvm.tir.schedule.Trace method) as_text() (tvm.relax.VMExecutable method) asin() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) asinh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) asobject() (tvm.te.TensorSlice method) assert_op() (in module tvm.relax.op) assert_pure_function() (in module tvm.tir.analysis.analysis) assert_structural_equal() (in module tvm.ir) AssertStmt (class in tvm.tir) assume() (in module tvm.tir) assume_inbound (tvm.relax.op.op_attrs.StridedSliceAttrs property) 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) atan2() (in module tvm.tir) atanh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) AttachAttrLayoutFreeBuffers() (in module tvm.relax.transform) AttachExternModules (class in tvm.relax.transform) AttachGlobalSymbol() (in module tvm.relax.transform) attention() (in module tvm.relax.op.nn) attention_bias() (in module tvm.relax.op.nn) attention_var_len() (in module tvm.relax.op.nn) AttentionAttrs (class in tvm.relax.op.op_attrs) Attrs (class in tvm.ir) attrs (tvm.ir.BaseFunc property) (tvm.tir.schedule.Instruction attribute) AttrStmt (class in tvm.tir) auto_max_depth (tvm.tir.transform.UnrollLoopConfig property) auto_max_extent (tvm.tir.transform.UnrollLoopConfig property) auto_max_step (tvm.tir.transform.UnrollLoopConfig property) avg_pool1d() (in module tvm.relax.op.nn) avg_pool2d() (in module tvm.relax.op.nn) avg_pool2d_backward() (in module tvm.relax.op.grad) avg_pool3d() (in module tvm.relax.op.nn) axes (tvm.relax.op.op_attrs.GroupNormAttrs property) (tvm.relax.op.op_attrs.InstanceNormAttrs property) (tvm.relax.op.op_attrs.LayerNormAttrs property) (tvm.relax.op.op_attrs.PermuteDimsAttrs property) (tvm.relax.op.op_attrs.RMSNormAttrs property) axis (tvm.relax.op.op_attrs.ArgmaxArgminAttrs property) (tvm.relax.op.op_attrs.ArgsortAttrs property) (tvm.relax.op.op_attrs.BatchNormAttrs property) (tvm.relax.op.op_attrs.ConcatAttrs property) (tvm.relax.op.op_attrs.ExpandDimsAttrs property) (tvm.relax.op.op_attrs.FlipAttrs property) (tvm.relax.op.op_attrs.GatherElementsAttrs property) (tvm.relax.op.op_attrs.OneHotAttrs property) (tvm.relax.op.op_attrs.PReluAttrs property) (tvm.relax.op.op_attrs.QuantizeAttrs property) (tvm.relax.op.op_attrs.RepeatAttrs property) (tvm.relax.op.op_attrs.ScanopAttrs property) (tvm.relax.op.op_attrs.ScatterCollectiveAttrs property) (tvm.relax.op.op_attrs.ScatterElementsAttrs property) (tvm.relax.op.op_attrs.SliceScatterAttrs property) (tvm.relax.op.op_attrs.SoftmaxAttrs property) (tvm.relax.op.op_attrs.SortAttrs property) (tvm.relax.op.op_attrs.SplitAttrs property) (tvm.relax.op.op_attrs.SqueezeAttrs property) (tvm.relax.op.op_attrs.StackAttrs property) (tvm.relax.op.op_attrs.StatisticalAttrs property) (tvm.relax.op.op_attrs.TakeAttrs property) (tvm.relax.op.op_attrs.TopKAttrs property) axis_separators (tvm.relax.op.op_attrs.LayoutTransformAttrs 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) BasePyModule (class in tvm.relax) batch_dims (tvm.relax.op.op_attrs.GatherNDAttrs property) batch_matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.rocblas) (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) beta (tvm.relax.op.op_attrs.SoftplusAttrs property) BF16ComputeLegalize() (in module tvm.tir.transform) BF16StorageLegalize() (in module tvm.tir.transform) 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.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_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) bitwise_not() (in module tvm.relax.op) (in module tvm.tir) bitwise_or() (in module tvm.relax.op) (in module tvm.tir) bitwise_xor() (in module tvm.relax.op) (in module tvm.tir) 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() (tvm.runtime.disco.Session method) broadcast_from_worker0() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) broadcast_to() (in module tvm.relax.op) bucketize() (in module tvm.relax.op) 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) (in module tvm.tir) (tvm.meta_schedule.Builder method) Builder (class in tvm.meta_schedule) BundleModelParams() (in module tvm.relax.transform)

C

c() (tvm.relax.ExecBuilder method) Cache (class in tvm.contrib.pickle_memoize) cache (tvm.contrib.pickle_memoize.Cache property) 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) 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) (tvm.relax.BasePyModule method) 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_py_func() (tvm.relax.BasePyModule method) 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) (tvm.relax.BasePyModule method) 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) CallInplacePackedAttrs (class in tvm.relax.op.op_attrs) calls (tvm.runtime.profiling.Report attribute) CallTIRInplaceAttrs (class in tvm.relax.op.op_attrs) 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) causal_mask (tvm.relax.op.op_attrs.AttentionAttrs property) ceil() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) ceil_mode (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) ceildiv() (in module tvm.tir) center (tvm.relax.op.op_attrs.BatchNormAttrs property) (tvm.relax.op.op_attrs.GroupNormAttrs property) (tvm.relax.op.op_attrs.InstanceNormAttrs property) (tvm.relax.op.op_attrs.LayerNormAttrs property) channel_axis (tvm.relax.op.op_attrs.GroupNormAttrs property) (tvm.relax.op.op_attrs.InstanceNormAttrs property) circular_pad() (in module tvm.topi.nn) cl() (tvm.rpc.RPCSession method) clip() (in module tvm.relax.op) 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_like() (in module tvm.relax.op) collapse_sum_to() (in module tvm.relax.op) collect_non_negative_expressions() (in module tvm.relax.analysis) 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) compile() (in module tvm) compile_coreml() (in module tvm.contrib.xcode) compile_cuda() (in module tvm.contrib.nvcc) compile_metal() (in module tvm.contrib.xcode) 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) ComputeOp (class in tvm.te) ComputePrimValue() (in module tvm.relax.transform) concat() (in module tvm.relax.op) ConcatAttrs (class in tvm.relax.op.op_attrs) concatenate() (in module tvm.topi.nn) connect() (in module tvm.rpc) connect_tracker() (in module tvm.rpc) const() (in module tvm.relax) (in module tvm.te)

Constant (class in tvm.relax) 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) Conv1DAttrs (class in tvm.relax.op.op_attrs) Conv1DTransposeAttrs (class in tvm.relax.op.op_attrs) conv2d() (in module tvm.relax.op.nn) (in module tvm.topi.nn) conv2d_forward() (in module tvm.contrib.miopen) conv2d_hwcn() (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_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_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_ncdhw() (in module tvm.topi.nn) conv3d_ndhwc() (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) Conv3DAttrs (class in tvm.relax.op.op_attrs) convert_boolean_to_and_of_ors (tvm.tir.transform.SimplifyConfig property) convert_func() (in module tvm.contrib.dlpack) convert_to_expr() (in module tvm.relax) 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) 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) coordinate_transformation_mode (tvm.relax.op.op_attrs.Resize2DAttrs property) 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) cosh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) CostModel (class in tvm.meta_schedule) Count (class in tvm.runtime.profiling) count_include_pad (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) cpu() (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_dylib() (in module tvm.contrib.xcode) create_empty() (tvm.relax.Function static method) create_executable() (in module tvm.contrib.cc) create_llvm() (in module tvm.contrib.clang) create_prim_func() (in module tvm.te) create_shared() (in module tvm.contrib.cc) (in module tvm.contrib.ndk) create_staticlib() (in module tvm.contrib.cc) (in module tvm.contrib.ndk) create_tvmjs_wasm() (in module tvm.contrib.emcc) crop_and_resize() (in module tvm.topi.image) cross_compiler() (in module tvm.contrib.cc) cross_entropy_with_logits() (in module tvm.relax.op.nn) csv() (tvm.runtime.profiling.Report method) cubic_alpha (tvm.relax.op.op_attrs.Resize2DAttrs property) cubic_exclude (tvm.relax.op.op_attrs.Resize2DAttrs property) cuda() (in module tvm.target) (tvm.rpc.RPCSession method) cumprod() (in module tvm.relax.op) cumsum() (in module tvm.relax.op) 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.transform.PassContext static method) current_block_is_dataflow() (tvm.relax.block_builder.BlockBuilder method)

D

data_layout (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) 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) 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) 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) dense_pack() (in module tvm.topi.nn) Dependency (class in tvm.tir.schedule) DepKind (class in tvm.tir.schedule) depth (tvm.relax.op.op_attrs.OneHotAttrs property) 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_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) descending (tvm.relax.op.op_attrs.ArgsortAttrs property) (tvm.relax.op.op_attrs.SortAttrs property) detach_params() (in module tvm.relax.frontend)

detect_buffer_access_lca() (in module tvm.tir.analysis.analysis) detect_recursion() (in module tvm.relax.analysis) dev_id (tvm.relax.op.op_attrs.HintOnDeviceAttrs property) dev_type (tvm.relax.op.op_attrs.HintOnDeviceAttrs property) device() (tvm.rpc.RPCSession method) device_metrics (tvm.runtime.profiling.Report attribute) device_type_int (tvm.target.VirtualDevice property) DeviceWrapper (class in tvm.runtime.profiling) DiagnosticError DictAttrs (class in tvm.ir) dilate() (in module tvm.topi.nn) dilation (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) 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) DirectoryCreatedPastAtExit Div (class in tvm.tir) div() (in module tvm.te) (in module tvm.tir) divide() (in module tvm.relax.op) 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) dp4a() (in module tvm.tir) DPackedFunc (class in tvm.runtime.disco) DRef (class in tvm.runtime.disco) dropout() (in module tvm.relax.op.nn) DropoutAttrs (class in tvm.relax.op.op_attrs) dst_vdevice (tvm.relax.op.op_attrs.ToVDeviceAttrs property) dtype (tvm.relax.op.op_attrs.ArgsortAttrs property) (tvm.relax.op.op_attrs.AstypeAttrs property) (tvm.relax.op.op_attrs.InitAttrs property) (tvm.relax.op.op_attrs.MultinomialFromUniformAttrs property) (tvm.relax.op.op_attrs.ScanopAttrs property) (tvm.relax.op.op_attrs.TopKAttrs property) (tvm.relax.op.op_attrs.WrapParamAttrs 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) dynamo_capture_subgraphs() (in module tvm.relax.frontend.torch)

E

einsum() (in module tvm.relax.op) EinsumAttrs (class in tvm.relax.op.op_attrs) 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) end_checkpoint() (in module tvm.relax.op.grad) end_profile_intrinsic() (in module tvm.tir) end_scope() (tvm.relax.block_builder.BlockBuilder method) ensure_zero_offset() (in module tvm.relax.op.memory) enter_pass_ctx() (tvm.instrument.PassInstrument method) enter_postproc() (tvm.tir.schedule.Schedule method) EnvFunc (class in tvm.ir) epsilon (tvm.relax.op.op_attrs.BatchNormAttrs property) (tvm.relax.op.op_attrs.GroupNormAttrs property) (tvm.relax.op.op_attrs.InstanceNormAttrs property) (tvm.relax.op.op_attrs.LayerNormAttrs property) (tvm.relax.op.op_attrs.RMSNormAttrs property) EQ (class in tvm.tir) equal() (in module tvm.relax.op) 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)

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) exclusive (tvm.relax.op.op_attrs.ScanopAttrs property) ExecBuilder (class in tvm.relax) exit_pass_ctx() (tvm.instrument.PassInstrument method) exp() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) exp10() (in module tvm.tir) exp2() (in module tvm.tir) expand_dims() (in module tvm.relax.op) ExpandDimsAttrs (class in tvm.relax.op.op_attrs) ExpandMatmulOfSum() (in module tvm.relax.transform) ExpandTupleArguments() (in module tvm.relax.transform) explicit_unroll (tvm.tir.transform.UnrollLoopConfig property) 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() (tvm.rpc.RPCSession method) extern() (in module tvm.relax) (in module tvm.te) 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) extrapolation_value (tvm.relax.op.op_attrs.Resize2DAttrs property) eye() (in module tvm.relax.op) eye_like() (in module tvm.relax.op)

F

f() (tvm.relax.ExecBuilder method) factor_of() (tvm.tir.Layout method) fast_softmax() (in module tvm.topi.nn) 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) FileLock (class in tvm.contrib.utils) filelock() (in module tvm.contrib.utils) Filter() (in module tvm.tir.transform) finalize() (tvm.relax.block_builder.BlockBuilder method) find_anchor_block() (in module tvm.tir.analysis.analysis) find_clang() (in module tvm.contrib.clang) find_cuda_path() (in module tvm.contrib.nvcc) find_lld() (in module tvm.contrib.rocm) find_nvshmem_paths() (in module tvm.contrib.nvcc) find_rocm_path() (in module tvm.contrib.rocm) flatten() (in module tvm.relax.op) (in module tvm.topi.nn) FlattenBuffer() (in module tvm.tir.transform) flip() (in module tvm.relax.op) 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) floor_divide() (in module tvm.relax.op) floor_mod() (in module tvm.relax.op) 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) fmod() (in module tvm.te) (in module tvm.tir) FoldBatchnormToConv2D (class in tvm.relax.transform) 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) 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_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_exported_program() (in module tvm.relax.frontend.torch) 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) 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) full_like() (in module tvm.relax.op) fully_connected_inference() (in module tvm.contrib.nnpack) 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) FuseTransposeMatmul (class in tvm.relax.transform) FusionPattern (class in tvm.relax.transform)

G

gather_elements() (in module tvm.relax.op) gather_nd() (in module tvm.relax.op) gather_to_worker0() (tvm.runtime.disco.Session method) GatherElementsAttrs (class in tvm.relax.op.op_attrs) GatherNDAttrs (class in tvm.relax.op.op_attrs) 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) get() (tvm.ir.DictAttrs method) (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_active_lane_mask() (in module tvm.tir) 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_cc() (in module tvm.contrib.cc) 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.nn) get_consumers() (tvm.tir.schedule.Schedule method) get_cuda_version() (in module tvm.contrib.nvcc) get_decision() (tvm.tir.schedule.Trace method) get_default_pipeline() (in module tvm.relax) get_default_tir_pipeline() (in module tvm.tir) 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.relax.BasePyModule method) (tvm.rpc.RPCSession method) get_global_func() (tvm.runtime.disco.Session method) get_global_symbol_section_map() (in module tvm.contrib.cc) (in module tvm.contrib.ndk)

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_output_blocks() (tvm.tir.schedule.Schedule method) get_outputs() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine 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_padded_shape() (in module tvm.topi.nn) get_pipeline() (in module tvm.relax) get_producers() (tvm.tir.schedule.Schedule method) get_shape_of() (in module tvm.relax) 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_by_dump_machine() (in module tvm.contrib.cc) get_target_device_type() (tvm.target.Target method) get_tir_pipeline() (in module tvm.tir) get_top_k() (tvm.meta_schedule.Database 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_vscale_expr() (in module tvm.tir) get_vtcm_compaction_passes() (in module tvm.tir.analysis.analysis) global_pool() (in module tvm.topi.nn) GlobalInfo (class in tvm.ir) GlobalVar (class in tvm.ir) Gradient() (in module tvm.relax.transform) greater() (in module tvm.relax.op) greater_equal() (in module tvm.relax.op) 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) GroupNormAttrs (class in tvm.relax.op.op_attrs) groups (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) GT (class in tvm.tir)

H

hamming_window() (in module tvm.relax.op) handle_add_byte_offset() (in module tvm.tir) has_attr() (tvm.ir.Op method) has_reshape_pattern() (in module tvm.relax.analysis) has_workload() (tvm.meta_schedule.Database method) have_cudagraph() (in module tvm.contrib.nvcc) have_fp16() (in module tvm.contrib.nvcc) have_int8() (in module tvm.contrib.nvcc) have_matrixcore() (in module tvm.contrib.rocm) have_tensorcore() (in module tvm.contrib.nvcc) height (tvm.topi.nn.Workload attribute) hexagon() (in module tvm.target) (tvm.rpc.RPCSession method)

hint_on_device() (in module tvm.relax.op) HintOnDeviceAttrs (class in tvm.relax.op.op_attrs) hoisted_conditionals (tvm.tir.transform.HoistExpressionConfig property) hoisted_let_bindings (tvm.tir.transform.HoistExpressionConfig property) HoistedConditionals (class in tvm.tir.transform) HoistedLetBindings (class in tvm.tir.transform) HoistExpression() (in module tvm.tir.transform) HoistExpressionConfig (class in tvm.tir.transform) HoistIfThenElse() (in module tvm.tir.transform) HoistIfThenElseConfig (class in tvm.tir.transform) hypot() (in module tvm.tir)

I

Id (class in tvm.relax) If (class in tvm.relax) if_then_else() (in module tvm.te) (in module tvm.tir) (in module tvm.topi.nn) IfElseExpr (tvm.tir.transform.HoistedConditionals attribute) IfElseStmt (tvm.tir.transform.HoistedConditionals attribute) IfThenElse (class in tvm.tir) ignore_index (tvm.relax.op.op_attrs.NLLLossAttrs property) ignore_loop_partition() (in module tvm.tir) imm() (tvm.relax.ExecBuilder method) import_python_module() (tvm.runtime.disco.Session method) in_dtype (tvm.topi.nn.Workload attribute) in_filter (tvm.topi.nn.Workload attribute) in_group (tvm.relax.op.op_attrs.AllGatherAttrs property) (tvm.relax.op.op_attrs.AllReduceAttrs property) index_map (tvm.relax.op.op_attrs.LayoutTransformAttrs property) index_of() (tvm.tir.Layout method) index_put() (in module tvm.relax.op) index_tensor() (in module tvm.relax.op) indexdiv() (in module tvm.te) (in module tvm.tir) indexing (tvm.relax.op.op_attrs.MeshgridAttrs property) IndexMap (class in tvm.tir) indexmod() (in module tvm.te) (in module tvm.tir) IndexPutAttrs (class in tvm.relax.op.op_attrs) indices_or_sections (tvm.relax.op.op_attrs.SplitAttrs property) 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) InjectDoubleBuffer() (in module tvm.tir.transform) InjectDoubleBufferConfig (class in tvm.tir.transform) InjectPermutedLayout() (in module tvm.tir.transform) InjectPTXAsyncCopy() (in module tvm.tir.transform) InjectPTXLDG32() (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) input_axis_separators (tvm.relax.op.op_attrs.LayoutTransformAttrs property) inputs (tvm.tir.schedule.Instruction attribute)

instance_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) InstanceNormAttrs (class in tvm.relax.op.op_attrs) 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) inverse() (tvm.tir.IndexMap method) invoke_closure() (in module tvm.relax.op) (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) invoke_pure_closure() (in module tvm.relax.op) invoke_stateful() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) IPCAllReduceRewrite (class in tvm.relax.transform) ir_transform() (in module tvm.tir.stmt_functor) IRModule (class in tvm.ir) is_available() (in module tvm.contrib.nnpack) is_base_of() (tvm.relax.StructInfo method) 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_pure (tvm.tir.schedule.InstructionKind property) is_pure_function() (in module tvm.tir.analysis.analysis) is_reduction() (tvm.dlight.BlockInfo method) is_source_path() (in module tvm.contrib.utils) is_target_available() (tvm.dlight.ScheduleRule method) isfinite() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) isinf() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) isnan() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) 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

join_running_task() (tvm.meta_schedule.TaskScheduler method)

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

K

k (tvm.relax.op.op_attrs.TopKAttrs property) (tvm.relax.op.op_attrs.TriluAttrs property) keepdims (tvm.relax.op.op_attrs.ArgmaxArgminAttrs property) (tvm.relax.op.op_attrs.StatisticalAttrs property) kernel_h (tvm.topi.nn.Workload attribute) kernel_layout (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property)

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

LambdaLift() (in module tvm.relax.transform) largest (tvm.relax.op.op_attrs.TopKAttrs property) 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 (tvm.relax.op.op_attrs.AdaptivePool1DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool2DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool3DAttrs property) (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) (tvm.relax.op.op_attrs.Resize2DAttrs property) layout() (in module tvm.tir) layout_transform() (in module tvm.relax.op) LayoutTransformAttrs (class in tvm.relax.op.op_attrs) LazyGetInput() (in module tvm.relax.transform) LazySetOutput() (in module tvm.relax.transform) 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) LeakyReluAttrs (class in tvm.relax.op.op_attrs) left_shift() (in module tvm.relax.op) LegalizeOps() (in module tvm.relax.transform) less() (in module tvm.relax.op) less_equal() (in module tvm.relax.op) Let (class in tvm.tir) LetExpr (tvm.tir.transform.HoistedLetBindings attribute) LetStmt (class in tvm.tir) (tvm.tir.transform.HoistedLetBindings attribute) 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_functions() (tvm.relax.BasePyModule method) list_kinds() (tvm.target.Target static method) list_op_names() (tvm.ir.Op static method) list_tags() (in module tvm.target) listdir() (tvm.contrib.utils.TempDirectory method) (tvm.rpc.RPCSession method) load() (tvm.meta_schedule.CostModel method) load_json() (in module tvm.ir) load_module() (tvm.rpc.RPCSession method)

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) log10() (in module tvm.te) (in module tvm.tir) log1p() (in module tvm.tir) log2() (in module tvm.te) (in module tvm.tir) log_add_exp() (in module tvm.relax.op) log_softmax() (in module tvm.contrib.miopen) (in module tvm.relax.op.nn) (in module tvm.topi.nn) logaddexp() (in module tvm.te) (in module tvm.tir) logical_and() (in module tvm.relax.op) logical_not() (in module tvm.relax.op) logical_or() (in module tvm.relax.op) logical_xor() (in module tvm.relax.op) 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) LoopPartitionConfig (class in tvm.tir.transform) LoopRV (class in tvm.tir.schedule) LowerAllocTensor() (in module tvm.relax.transform) LowerAsyncDMA() (in module tvm.tir.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) LowerGPUIPCAllocStorage (class in tvm.relax.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) LowerRuntimeBuiltin() (in module tvm.relax.transform) LowerThreadAllreduce() (in module tvm.tir.transform) LowerTVMBuiltin() (in module tvm.tir.transform) LowerVtcmAlloc() (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_filled_simdgroup_matrix() (in module tvm.tir) 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.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.rocblas) (in module tvm.relax.op) (in module tvm.topi.nn) MatmulAttrs (class in tvm.relax.op.op_attrs) mattr (tvm.target.Target property) Max (class in tvm.tir) max() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) max_block_size_x (tvm.target.Target property) max_block_size_y (tvm.target.Target property) max_num_threads (tvm.target.Target property) max_pool1d() (in module tvm.relax.op.nn) max_pool2d() (in module tvm.relax.op.nn) max_pool2d_backward() (in module tvm.relax.op.grad) max_pool3d() (in module tvm.relax.op.nn) max_simplification_steps (tvm.tir.transform.RemoveNoOpConfig property) max_value() (in module tvm.te) (in module tvm.tir) maximum() (in module tvm.relax.op) mcpu (tvm.target.Target property) mean() (in module tvm.relax.op) MeasureCallback (class in tvm.meta_schedule) MeasureCandidate (class in tvm.meta_schedule) memoize() (in module tvm.contrib.pickle_memoize) memory_scope (tvm.target.VirtualDevice property) merge() (tvm.tir.schedule.Schedule method) MergeCompositeFunctions() (in module tvm.relax.transform) MergeSharedMemoryAllocations() (in module tvm.tir.transform) meshgrid() (in module tvm.relax.op) MeshgridAttrs (class in tvm.relax.op.op_attrs) metal() (tvm.rpc.RPCSession method) MetaScheduleApplyDatabase() (in module tvm.relax.transform) MetaScheduleTuneIRMod() (in module tvm.relax.transform) MetaScheduleTuneTIR() (in module tvm.relax.transform) method (tvm.relax.op.op_attrs.Resize2DAttrs property) 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) min_value() (in module tvm.te) (in module tvm.tir) minimum() (in module tvm.relax.op) 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.relax.op) mode (tvm.relax.op.op_attrs.TakeAttrs property) model (tvm.target.Target property) module tvm.contrib tvm.contrib.cblas tvm.contrib.cc tvm.contrib.clang tvm.contrib.cublas tvm.contrib.dlpack tvm.contrib.emcc tvm.contrib.miopen tvm.contrib.ndk tvm.contrib.nnpack tvm.contrib.nvcc tvm.contrib.pickle_memoize tvm.contrib.random tvm.contrib.rocblas tvm.contrib.rocm tvm.contrib.spirv tvm.contrib.tar tvm.contrib.utils tvm.contrib.xcode tvm.dlight tvm.driver 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.vm tvm.target tvm.te tvm.tir tvm.tir.analysis.analysis tvm.tir.schedule tvm.tir.stmt_functor tvm.tir.transform tvm.topi.image tvm.topi.nn tvm.transform

module_pass() (in module tvm.transform) ModulePass (class in tvm.transform) momentum (tvm.relax.op.op_attrs.BatchNormAttrs property) Mul (class in tvm.tir) multinomial_from_uniform() (in module tvm.relax.op) MultinomialFromUniformAttrs (class in tvm.relax.op.op_attrs) multiply() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) 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) 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) 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) NLLLossAttrs (class in tvm.relax.op.op_attrs)

no_grad() (in module tvm.relax.op.grad) no_unroll_loop_with_extent_one (tvm.tir.transform.LoopPartitionConfig property) Node (class in tvm.ir) non_surjective_inverse() (tvm.tir.IndexMap method) nonzero() (in module tvm.relax.op) normal() (in module tvm.contrib.random) Normalize() (in module tvm.relax.transform) normalize() (tvm.relax.block_builder.BlockBuilder method) normalize_file_list_by_unpacking_tars() (in module tvm.contrib.tar) 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) notify_runner_results() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) null_value() (in module tvm.relax.op) num_groups (tvm.relax.op.op_attrs.GroupNormAttrs property) num_workers (tvm.relax.op.op_attrs.AllGatherAttrs property) (tvm.relax.op.op_attrs.ScatterCollectiveAttrs property) (tvm.runtime.disco.Session property) numpy() (tvm.runtime.ndarray.NDArray method)

O

ObjectStructInfo (class in tvm.relax) ObjectType (class in tvm.relax) offset_of() (tvm.tir.Buffer method) one_hot() (in module tvm.relax.op) OneHotAttrs (class in tvm.relax.op.op_attrs) 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_type (tvm.relax.op.op_attrs.AllReduceAttrs property) OPAQUE (tvm.tir.schedule.DepKind attribute) opaque_func() (tvm.relax.FuncStructInfo static method) OpAttributeInvalid OpAttributeRequired OpAttributeUnImplemented OpError OpNotImplemented optimize() (in module tvm.contrib.spirv) 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.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) (tvm.relax.op.op_attrs.MatmulAttrs property) (tvm.relax.op.op_attrs.QuantizeAttrs property) (tvm.relax.op.op_attrs.Resize2DAttrs property) (tvm.topi.nn.Workload attribute)

out_filter (tvm.topi.nn.Workload attribute) out_layout (tvm.relax.op.op_attrs.AdaptivePool1DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool2DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool3DAttrs property) (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) outer() (in module tvm.relax.op) output_padding (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) output_size (tvm.relax.op.op_attrs.AdaptivePool1DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool2DAttrs property) (tvm.relax.op.op_attrs.AdaptivePool3DAttrs property) outputs (tvm.tir.schedule.Instruction attribute) override_instruments() (tvm.transform.PassContext method)

P

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) pad_mode (tvm.relax.op.op_attrs.PadAttrs property) pad_value (tvm.relax.op.op_attrs.LayoutTransformAttrs property) (tvm.relax.op.op_attrs.PadAttrs property) pad_width (tvm.relax.op.op_attrs.PadAttrs property) PadAttrs (class in tvm.relax.op.op_attrs) padb (tvm.topi.nn.Workload attribute) padding (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) 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) parse_compute_version() (in module tvm.contrib.nvcc) (in module tvm.contrib.rocm) partition_const_loop (tvm.tir.transform.LoopPartitionConfig 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) pixel_shuffle() (in module tvm.relax.op.nn) PixelShuffleAttrs (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) Pool1DAttrs (class in tvm.relax.op.op_attrs) pool2d() (in module tvm.topi.nn) Pool2DAttrs (class in tvm.relax.op.op_attrs) pool3d() (in module tvm.topi.nn) Pool3DAttrs (class in tvm.relax.op.op_attrs) pool_grad() (in module tvm.topi.nn) pool_size (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) pop() (tvm.tir.schedule.Trace 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) 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) prelu() (in module tvm.relax.op.nn) (in module tvm.topi.nn) PReluAttrs (class in tvm.relax.op.op_attrs) 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) PrintAfterAll (class in tvm.instrument) PrintBeforeAll (class in tvm.instrument) PrintIR() (in module tvm.transform) ProcessSession (class in tvm.runtime.disco) prod() (in module tvm.relax.op) ProducerLoad (class in tvm.tir) profile() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) profile_function() (in module tvm.runtime.profiling) Profiler (class in tvm.meta_schedule) propagate_knowns_to_prove_conditional (tvm.tir.transform.SimplifyConfig property) propagate_knowns_to_simplify_expressions (tvm.tir.transform.SimplifyConfig property) 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) PyExprMutator (class in tvm.relax) PyExprVisitor (class in tvm.relax) PyStmtExprMutator (class in tvm.tir) PyStmtExprVisitor (class in tvm.tir)

Q

q_multiply_shift() (in module tvm.tir) q_multiply_shift_per_axis() (in module tvm.tir) quantize() (in module tvm.relax.op) QuantizeAttrs (class in tvm.relax.op.op_attrs)

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) randint() (in module tvm.contrib.random) Range (class in tvm.ir) rasp() (in module tvm.target) rate (tvm.relax.op.op_attrs.DropoutAttrs property) 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) ReduceBranchingThroughOvercomputeConfig (class in tvm.tir.transform) reduction (tvm.relax.op.op_attrs.NLLLossAttrs property) (tvm.relax.op.op_attrs.ScatterElementsAttrs property) (tvm.relax.op.op_attrs.ScatterNDAttrs property) reflect_pad() (in module tvm.topi.nn) register() (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) relax_dynamo() (in module tvm.relax.frontend.torch) RelaxExpr (class in tvm.ir) release() (tvm.contrib.utils.FileLock method) relpath() (tvm.contrib.utils.TempDirectory method) relu() (in module tvm.relax.op.nn) (in module tvm.topi.nn) relu6() (in module tvm.relax.op.nn) remove() (tvm.contrib.utils.TempDirectory method) (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) RemoveNoOpConfig (class in 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) ReorderPermuteDimsAfterConcat() (in module tvm.relax.transform) ReorderTakeAfterMatmul() (in module tvm.relax.transform) repeat() (in module tvm.relax.op) RepeatAttrs (class in tvm.relax.op.op_attrs) repeats (tvm.relax.op.op_attrs.RepeatAttrs property) (tvm.relax.op.op_attrs.TileAttrs property) replace() (tvm.tir.schedule.ScheduleState method) replace_all_uses() (tvm.relax.DataflowBlockRewrite method) replace_global_vars() (tvm.ir.IRModule method) replicate_pad() (in module tvm.topi.nn) Report (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) 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) ret_type (tvm.relax.op.op_attrs.TopKAttrs property) reverse_compute_at() (tvm.tir.schedule.Schedule method) reverse_compute_inline() (tvm.tir.schedule.Schedule method) 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.relax.op) riscv_cpu() (in module tvm.target) rms_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) RMSNormAttrs (class in tvm.relax.op.op_attrs) rocm() (in module tvm.target) (tvm.rpc.RPCSession method) rocm_link() (in module tvm.contrib.rocm) roi (tvm.relax.op.op_attrs.Resize2DAttrs property) 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) rounding_method (tvm.relax.op.op_attrs.Resize2DAttrs property) RPCError RPCSession (class in tvm.rpc) RPCSessionTimeoutError rsqrt() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) 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) 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) save_function() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) save_json() (in module tvm.ir) scale (tvm.relax.op.op_attrs.AttentionAttrs property) (tvm.relax.op.op_attrs.BatchNormAttrs property) (tvm.relax.op.op_attrs.GroupNormAttrs property) (tvm.relax.op.op_attrs.InstanceNormAttrs property) (tvm.relax.op.op_attrs.LayerNormAttrs property) 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) ScanopAttrs (class in tvm.relax.op.op_attrs) scatter() (tvm.runtime.disco.Session method) scatter_elements() (in module tvm.relax.op) scatter_from_worker0() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) scatter_nd() (in module tvm.relax.op) ScatterCollectiveAttrs (class in tvm.relax.op.op_attrs) ScatterElementsAttrs (class in tvm.relax.op.op_attrs) ScatterNDAttrs (class in tvm.relax.op.op_attrs) 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) SearchStrategy (class in tvm.meta_schedule) seed() (tvm.tir.schedule.Schedule method) Select (class in tvm.tir) selu() (in module tvm.relax.op.nn) SeqExpr (class in tvm.relax) SeqStmt (class in tvm.tir) 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_input() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) set_instrument() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) set_keep_for_debug() (tvm.contrib.utils.TempDirectory class method) set_num_inputs() (tvm.ir.Op method) set_scope() (tvm.tir.schedule.Schedule method) set_support_level() (tvm.ir.Op method) set_var_remap() (tvm.relax.PyExprMutator method) 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) 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.tir.schedule.Schedule method) (tvm.tir.schedule.Trace method) Shuffle (class in tvm.tir) shutdown() (tvm.runtime.disco.Session method) sigmoid() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) sign() (in module tvm.relax.op) silu() (in module tvm.relax.op.nn) simdgroup_load() (in module tvm.tir) simdgroup_multiply_accumulate() (in module tvm.tir) simdgroup_store() (in module tvm.tir) simplified() (tvm.tir.schedule.Trace method) Simplify() (in module tvm.tir.transform) simplify() (in module tvm.topi.image) (in module tvm.topi.nn) SimplifyConfig (class in tvm.tir.transform) 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)

sinh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) size_var() (in module tvm.te) SizeVar (class in tvm.tir) SkipAssert() (in module tvm.tir.transform) slice_scatter() (in module tvm.relax.op) SliceScatterAttrs (class in tvm.relax.op.op_attrs) SocketSession (class in tvm.runtime.disco) softmax() (in module tvm.contrib.miopen) (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) softplus() (in module tvm.relax.op.nn) (in module tvm.topi.nn) SoftplusAttrs (class in tvm.relax.op.op_attrs) sort() (in module tvm.relax.op) 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) specialize() (tvm.tir.PrimFunc method) split() (in module tvm.relax.op) (tvm.tir.schedule.Schedule method) split_loop (tvm.tir.transform.InjectDoubleBufferConfig property) SplitAttrs (class in tvm.relax.op.op_attrs) SplitCallTIRByPattern() (in module tvm.relax.transform) SplitHostDevice() (in module tvm.tir.transform) SplitLayoutRewritePreproc() (in module tvm.relax.transform) sqrt() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) square() (in module tvm.relax.op) squeeze() (in module tvm.relax.op) SqueezeAttrs (class in tvm.relax.op.op_attrs) stack() (in module tvm.relax.op) StackAttrs (class in tvm.relax.op.op_attrs) 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.VMExecutable method) std() (in module tvm.relax.op) 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) StorageRewrite() (in module tvm.tir.transform) stride_h (tvm.topi.nn.Workload attribute) stride_w (tvm.topi.nn.Workload attribute) strided_slice() (in module tvm.relax.op) (in module tvm.topi.nn) StridedSliceAttrs (class in tvm.relax.op.op_attrs) strides (tvm.relax.op.op_attrs.Conv1DAttrs property) (tvm.relax.op.op_attrs.Conv1DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv2DAttrs property) (tvm.relax.op.op_attrs.Conv2DTransposeAttrs property) (tvm.relax.op.op_attrs.Conv3DAttrs property) (tvm.relax.op.op_attrs.Pool1DAttrs property) (tvm.relax.op.op_attrs.Pool2DAttrs property) (tvm.relax.op.op_attrs.Pool3DAttrs property) StringImm (class in tvm.relax) (class in tvm.tir) struct_info (tvm.ir.RelaxExpr 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) subscripts (tvm.relax.op.op_attrs.EinsumAttrs property) substitute() (in module tvm.tir.stmt_functor) subtract() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) suggest_layout_transforms() (in module tvm.relax.analysis) sum() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) summary() (tvm.rpc.TrackerSession method) support_block_scope_hoisting (tvm.tir.transform.HoistIfThenElseConfig property) sync_worker_0() (tvm.runtime.disco.Session method) system_lib() (tvm.rpc.RPCSession method)

T

table() (tvm.meta_schedule.Profiler method) (tvm.runtime.profiling.Report method) tag_scope() (in module tvm.te) take() (in module tvm.relax.op) take_backward() (in module tvm.relax.op.grad) TakeAttrs (class in tvm.relax.op.op_attrs) tan() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) tanh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) tar() (in module tvm.contrib.tar) Target (class in tvm.target) target (tvm.target.VirtualDevice property) target_or_current() (tvm.target.Target static method) TargetKind (class in tvm.target) TaskScheduler (class in tvm.meta_schedule) te_grad_kwargs (tvm.relax.op.op_attrs.CallTIRWithGradAttrs property) te_grad_name (tvm.relax.op.op_attrs.CallTIRWithGradAttrs property) tempdir() (in module tvm.contrib.utils) TempDirectory (class in tvm.contrib.utils) Tensor (class in tvm.te) tensor_to_shape() (in module tvm.relax.op) 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.relax) 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) 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) threshold (tvm.relax.op.op_attrs.SoftplusAttrs property) tile() (in module tvm.relax.op) TileAttrs (class in tvm.relax.op.op_attrs) time_evaluator() (tvm.relax.VirtualMachine method) (tvm.runtime.vm.VirtualMachine method) timeit() (tvm.meta_schedule.Profiler static method) tir_vars_in_struct_info() (in module tvm.relax.analysis) to_pytorch_func() (in module tvm.contrib.dlpack) 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) TopKAttrs (class in tvm.relax.op.op_attrs) TopologicalSort() (in module tvm.relax.transform) touch_task() (tvm.meta_schedule.TaskScheduler method) ToVDeviceAttrs (class in tvm.relax.op.op_attrs) 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) training (tvm.relax.op.op_attrs.BatchNormAttrs property) transform_block_layout() (tvm.tir.schedule.Schedule method) transform_layout() (tvm.tir.schedule.Schedule method) TransformMmaBufferLayout() (in module tvm.tir.transform) transitively_prove_inequalities (tvm.tir.transform.SimplifyConfig property) tril() (in module tvm.relax.op) TriluAttrs (class in tvm.relax.op.op_attrs) triu() (in module tvm.relax.op) trunc() (in module tvm.relax.op) (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_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) TupleGetItem (class in tvm.relax) TupleStructInfo (class in tvm.relax) TupleType (class in tvm.ir) 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.miopen module tvm.contrib.ndk module tvm.contrib.nnpack module tvm.contrib.nvcc module tvm.contrib.pickle_memoize module tvm.contrib.random module

tvm.contrib.rocblas module tvm.contrib.rocm module tvm.contrib.spirv module tvm.contrib.tar module tvm.contrib.utils module tvm.contrib.xcode module tvm.dlight module tvm.driver 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.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.image module tvm.topi.nn module tvm.transform module tvm_access_ptr() (in module tvm.tir) tvm_bmma_sync() (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)

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) uniform() (in module tvm.contrib.random) UnifyThreadBinding() (in module tvm.tir.transform) unique() (in module tvm.relax.op) unpack_NCHWc_to_nchw() (in module tvm.topi.nn) unroll() (tvm.tir.schedule.Schedule method) unroll_local_access (tvm.tir.transform.UnrollLoopConfig property) unroll_loop_with_partition_hint_no_interval (tvm.tir.transform.LoopPartitionConfig property) UnrollLoop() (in module tvm.tir.transform) UnrollLoopConfig (class in tvm.tir.transform) unsafe_hide_buffer_access() (tvm.tir.schedule.Schedule method) unsafe_set_dtype() (tvm.tir.schedule.Schedule method)

untar() (in module tvm.contrib.tar) 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) upscale_factor (tvm.relax.op.op_attrs.PixelShuffleAttrs property) use_dataflow_analysis (tvm.tir.transform.ReduceBranchingThroughOvercomputeConfig property) (tvm.tir.transform.RemoveNoOpConfig property) UseAssumeToReduceBranches() (in module tvm.tir.transform) UsingBlockVar (tvm.tir.transform.HoistedConditionals attribute)

V

values() (tvm.ir.Map method) 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) view() (in module tvm.relax.op.memory) virtual_device_id (tvm.target.VirtualDevice property) VirtualDevice (class in tvm.target) VirtualMachine (class in tvm.relax) (class in tvm.runtime.vm) visit_add_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_allocate_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_allocate_const_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_and_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_assert_stmt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_attr_stmt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) 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_block_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_block_realize_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_broadcast_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_buffer_load_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_buffer_realize_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_buffer_store_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_call_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_cast_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor 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_decl_buffer_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_div_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_eq_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_evaluate_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_expr() (tvm.relax.ExprFunctor method) (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_expr_post_order() (tvm.relax.PyExprMutator method) visit_extern_func_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_float_imm_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_floor_div_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_floor_mod_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_for_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method)

visit_function_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_ge_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_global_var_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_gt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_if_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_if_then_else_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_int_imm_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_le_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_let_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_let_stmt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_lt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_match_cast_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_max_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_min_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_mod_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_mul_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_ne_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_not_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_op_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_or_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_prim_value_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_producer_load_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_ramp_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_reduce_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_select_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_seq_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_seq_stmt_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_shape_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_shuffle_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_size_var_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_span() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_stmt() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_string_imm_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_sub_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor 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) (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor 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_while_() (tvm.tir.PyStmtExprMutator method) (tvm.tir.PyStmtExprVisitor method) visit_with_new_scope() (tvm.relax.PyExprMutator method) vload() (tvm.tir.Buffer method) VMBuiltinLower() (in module tvm.relax.transform) VMExecutable (class in tvm.relax) VMInstrumentReturnKind (class in tvm.relax) (class in tvm.runtime.vm) VMShapeLower() (in module tvm.relax.transform) vscale() (in module tvm.tir) vstore() (tvm.tir.Buffer method) vulkan() (tvm.rpc.RPCSession method)

W

WAR (tvm.tir.schedule.DepKind attribute) WAW (tvm.tir.schedule.DepKind attribute) webgpu() (tvm.rpc.RPCSession method) well_formed() (in module tvm.relax.analysis) where() (in module tvm.relax.op) which() (in module tvm.contrib.utils) While (class in tvm.tir) width (tvm.topi.nn.Workload attribute) window_size (tvm.relax.op.op_attrs.AttentionAttrs property) 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) without_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) work_on() (tvm.tir.schedule.Schedule method) Workload (class in tvm.topi.nn) wrap_param() (in module tvm.relax.op) WrapParamAttrs (class in tvm.relax.op.op_attrs)

X

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

Z

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

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