Index

A

abs() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) access_ptr() (tvm.tir.Buffer method) 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) (in module tvm.relay.nn) adaptive_avg_pool2d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) adaptive_avg_pool3d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) adaptive_max_pool1d() (in module tvm.relay.nn) adaptive_max_pool2d() (in module tvm.relay.nn) adaptive_max_pool3d() (in module tvm.relay.nn) adaptive_pool() (in module tvm.topi.nn) adaptive_pool1d() (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.nn) (tvm.relax.DataflowBlockRewrite method) add_alter_layout() (in module tvm.topi.nn) add_argument() (tvm.ir.Op method) add_flop() (tvm.autotvm.task.space.ConfigSpace method) add_func() (tvm.relax.block_builder.BlockBuilder method) add_task() (tvm.autotvm.task.topi_integration.TaskExtractEnv 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) affine_grid() (in module tvm.relay.image) (in module tvm.topi.image) All (tvm.tir.transform.HoistedConditionals attribute) (tvm.tir.transform.HoistedLetBindings attribute) all() (in module tvm.te) (in module tvm.tir) all_class_non_max_suppression() (in module tvm.relay.vision) all_dtypes() (in module tvm.relay.analysis) all_global_vars() (in module tvm.relax.analysis) all_type_vars() (in module tvm.relay.analysis) all_vars() (in module tvm.relax.analysis) (in module tvm.relay.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) AlterOpLayout() (in module tvm.relay.transform) AltPattern (class in tvm.relay.dataflow_pattern) 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) AnnotatedRegionSet (class in tvm.relay.analysis) AnnotateEntity (class in tvm.autotvm.task.space) AnnotateEntryFunc() (in module tvm.tir.transform) AnnotateSpace (class in tvm.autotvm.task.space) AnnotateSpans() (in module tvm.relay.transform) AnnotateTarget() (in module tvm.relay.transform) AnnotateTIROpPattern() (in module tvm.relax.transform) Any (class in tvm.tir) any() (in module tvm.te) (in module tvm.tir) append() (tvm.tir.schedule.Trace method) Apply() (in module tvm.tir.transform) apply() (tvm.autotvm.task.space.AnnotateEntity method) (tvm.autotvm.task.space.ReorderEntity method) (tvm.autotvm.task.space.SplitEntity method) (tvm.dlight.ScheduleRule method) (tvm.meta_schedule.MeasureCallback method) (tvm.meta_schedule.Mutator method) (tvm.meta_schedule.Postproc method) (tvm.meta_schedule.ScheduleRule method)

apply_best() (tvm.auto_scheduler.SearchTask method) apply_history_best() (in module tvm.autotvm) apply_json_to_schedule() (tvm.tir.schedule.Trace static method) apply_prim_func_arg_and_result_memory_constraints() (in module tvm.tir.analysis.analysis) apply_steps_from_state() (tvm.auto_scheduler.ComputeDAG method) apply_to_schedule() (tvm.tir.schedule.Trace method) ApplyConfig (class in tvm.autotvm.task.dispatcher) ApplyDefaultSchedule (class in tvm.dlight) ApplyFixedConfig (class in tvm.autotvm.task.dispatcher) ApplyGraphBest (class in tvm.autotvm.task.dispatcher) ApplyHistoryBest (class in tvm.auto_scheduler) (class in tvm.autotvm.task.dispatcher) ApplyHistoryBestOrSample (class in tvm.auto_scheduler) ApplyLayoutTransforms() (in module tvm.tir.transform) 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) args_to_workload() (in module tvm.autotvm.task.task) 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.contrib.sparse) (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) asinh() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) asnumpy() (tvm.contrib.sparse.CSRNDArray method) (tvm.runtime.ndarray.NDArray method) 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) astext() (in module tvm.relay.dataflow_pattern) (tvm.ir.GlobalVar method) (tvm.ir.IRModule method) (tvm.ir.Op method) (tvm.relay.dataflow_pattern.DFPattern method) 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_var_len() (in module tvm.relax.op.nn) AttrPattern (class in tvm.relay.dataflow_pattern) Attrs (class in tvm.ir) attrs (tvm.ir.BaseFunc property) (tvm.tir.schedule.Instruction attribute) AttrStmt (class in tvm.tir) auto_schedule() (in module tvm.auto_scheduler) autotvm_build_func() (in module tvm.micro) AutoTvmModuleLoader (class in tvm.micro) avg_pool1d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) avg_pool2d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) avg_pool2d_backward() (in module tvm.relax.op.grad) avg_pool2d_grad() (in module tvm.relay.nn) avg_pool3d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) Axis (class in tvm.autotvm.task.space) axis (tvm.te.HybridOp property) (tvm.te.Tensor property) axis() (tvm.autotvm.task.space.ConfigSpace static method)

B

backward_index() (tvm.tir.BijectiveLayout method) backward_shape() (tvm.tir.BijectiveLayout method) BackwardFoldScaleAxis() (in module tvm.relay.transform) BaseCheckResult (class in tvm.relax.analysis) BaseExpr (class in tvm.ir) BaseFunc (class in tvm.ir) batch_flatten() (in module tvm.relay.nn) batch_matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.rocblas) (in module tvm.relay.nn) (in module tvm.topi.nn) batch_matmul_legalize() (in module tvm.topi.nn) batch_norm() (in module tvm.relax.op.nn) (in module tvm.relay.nn) (in module tvm.topi.nn) batch_to_space_nd() (in module tvm.relay.nn) (in module tvm.topi.nn) BatchingOps() (in module tvm.relay.transform) BatchNormAttrs (class in tvm.relax.op.op_attrs) begin_scope() (tvm.relax.block_builder.BlockBuilder method) benchmark() (tvm.contrib.graph_executor.GraphModule method) BF16ComputeLegalize() (in module tvm.tir.transform) BF16StorageLegalize() (in module tvm.tir.transform) bias_add() (in module tvm.relay.nn) bias_add_legalize() (in module tvm.topi.nn) bifrost() (in module tvm.target) bijective_layout() (in module tvm.tir) BijectiveLayout (class in tvm.tir) binarize_pack() (in module tvm.topi.nn) binary_dense() (in module tvm.topi.nn) bind() (tvm.te.Stage method) (tvm.tir.schedule.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.relay.nn) (in module tvm.topi.nn)

bitserial_conv2d() (in module tvm.relay.nn) bitserial_conv2d_legalize() (in module tvm.topi.nn) bitserial_conv2d_nchw() (in module tvm.topi.nn) bitserial_conv2d_nhwc() (in module tvm.topi.nn) bitserial_dense() (in module tvm.relay.nn) (in module tvm.topi.nn) bitwise_and() (in module tvm.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_type_vars() (in module tvm.relay.analysis) bound_vars() (in module tvm.relax.analysis) (in module tvm.relay.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) Buffer (class in tvm.tir) BufferLoad (class in tvm.tir) BufferRealize (class in tvm.tir) BufferRegion (class in tvm.tir) BufferStore (class in tvm.tir) build() (in module tvm) (in module tvm.relax) (in module tvm.te.hybrid) (tvm.meta_schedule.Builder method) build_config() (in module tvm.relay.transform) 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.te.Schedule method) (tvm.tir.schedule.Schedule method) cache_write() (tvm.te.Schedule method) (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) callback() (tvm.relay.dataflow_pattern.DFPatternCallback method) CallEffectKind (class in tvm.tir) CallGraph (class in tvm.relay.analysis) CallingConv (class in tvm.ir) CallPattern (class in tvm.relay.dataflow_pattern) calls (tvm.runtime.profiling.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) CanonicalizeCast() (in module tvm.relay.transform) CanonicalizeOps() (in module tvm.relay.transform) CapturePostDfsIndexInSpans() (in module tvm.relay.transform) Cast (class in tvm.tir) CCacheKey (class in tvm.relay.backend.te_compiler) CCacheValue (class in tvm.relay.backend.te_compiler) ceil() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) ceildiv() (in module tvm.tir) ChangeBatch (class in tvm.relay.transform) ChangeDatatype (class in tvm.relay.frontend) check_basic_block_normal_form() (in module tvm.relay.analysis) check_constant() (in module tvm.relay.analysis) check_grad() (in module tvm.relay.testing) check_kind() (in module tvm.relay.analysis) check_workload_key() (tvm.auto_scheduler.RecordReader method) checked_type (tvm.ir.RelayExpr property) cl() (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) clear() (tvm.relay.backend.te_compiler.TECompiler method) clear_cache() (tvm.autotvm.task.dispatcher.FallbackContext method) (tvm.autotvm.task.space.ConfigSpace method) clear_fallback_cache() (in module tvm.autotvm.task.dispatcher) 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.micro.TransportLogger method) (tvm.rpc.TrackerSession method) clz() (in module tvm.tir) codegen() (tvm.relay.backend.graph_executor_codegen.GraphExecutorCodegen method) (tvm.relay.backend.vm.VMCompiler method) CollagePartition() (in module tvm.relay.transform) 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) CombineParallelBatchMatmul() (in module tvm.relay.transform) CombineParallelConv2D() (in module tvm.relay.transform) CombineParallelDense() (in module tvm.relay.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.relay.backend.vm) 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.te.Stage method) (tvm.tir.schedule.Schedule method) compute_flop() (in module tvm.autotvm.task.task) compute_inline() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) compute_root() (tvm.te.Stage method) ComputeDAG (class in tvm.auto_scheduler) 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) concrete_shape (tvm.ir.TensorType property) ConfigEntity (class in tvm.autotvm.task.space) ConfigSpace (class in tvm.autotvm.task.space) connect() (in module tvm.rpc) connect_tracker() (in module tvm.rpc) const() (in module tvm.relax) (in module tvm.relay.image) (in module tvm.relay.nn) (in module tvm.te) Constant (class in tvm.relax) (class in tvm.relay.nn) ConstantMemoryPools (class in tvm.ir) ConstantPattern (class in tvm.relay.dataflow_pattern) ConstantPoolInfo (class in tvm.ir) Constructor (class in tvm.ir) ConstructorValue (class in tvm.relay.backend.interpreter) contains_impure_call() (in module tvm.relax.analysis) contrib_conv2d_gemm_weight_transform() (in module tvm.relay.nn) contrib_conv2d_gemm_without_weight_transform() (in module tvm.relay.nn) contrib_conv2d_nchwc() (in module tvm.relay.nn) contrib_conv2d_winograd_nnpack_weight_transform() (in module tvm.relay.nn) contrib_conv2d_winograd_weight_transform() (in module tvm.relay.nn) contrib_conv2d_winograd_without_weight_transform() (in module tvm.relay.nn)

contrib_conv3d_winograd_weight_transform() (in module tvm.relay.nn) contrib_conv3d_winograd_without_weight_transform() (in module tvm.relay.nn) contrib_dense_pack() (in module tvm.relay.nn) contrib_depthwise_conv2d_nchwc() (in module tvm.relay.nn) conv() (in module tvm.topi.nn) conv1d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) (in module tvm.topi.nn) conv1d_ncw() (in module tvm.topi.nn) conv1d_nwc() (in module tvm.topi.nn) conv1d_transpose() (in module tvm.relax.op.nn) (in module tvm.relay.nn) conv1d_transpose_ncw() (in module tvm.topi.nn) conv2d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) (in module tvm.topi.nn) conv2d_alter_layout() (in module tvm.topi.nn) conv2d_backward_weight() (in module tvm.relay.nn) conv2d_forward() (in module tvm.contrib.miopen) conv2d_gemm_weight_transform() (in module tvm.topi.nn) conv2d_hwcn() (in module tvm.topi.nn) conv2d_infer_layout() (in module tvm.topi.nn) conv2d_legalize() (in module tvm.topi.nn) conv2d_nchw() (in module tvm.topi.nn) conv2d_NCHWc() (in module tvm.topi.nn) conv2d_NCHWc_int8() (in module tvm.topi.nn) conv2d_nhwc() (in module tvm.topi.nn) conv2d_transpose() (in module tvm.relax.op.nn) (in module tvm.relay.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) Conv2dToSparse() (in module tvm.relay.transform) Conv2dToSparse2() (in module tvm.relay.transform) Conv2DTransposeAttrs (class in tvm.relax.op.op_attrs) conv3d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) conv3d_alter_layout() (in module tvm.topi.nn) conv3d_ncdhw() (in module tvm.topi.nn) conv3d_ndhwc() (in module tvm.topi.nn) conv3d_transpose() (in module tvm.relay.nn) conv3d_transpose_legalize() (in module tvm.topi.nn) conv3d_transpose_ncdhw() (in module tvm.topi.nn) conv3d_transpose_ncdhw_preprocess() (in module tvm.topi.nn) conv3d_winograd_weight_transform() (in module tvm.topi.nn) Conv3DAttrs (class in tvm.relax.op.op_attrs) conv_block() (in module tvm.relay.testing.mobilenet) 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) (in module tvm.relay.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) CoProcSync() (in module tvm.tir.transform) copy() (tvm.tir.schedule.Schedule method) copy_crt_config_header() (in module tvm.micro) 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() (in module tvm.relay.nn) 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() (in module tvm.relay.testing) count_layers() (in module tvm.relay.analysis) count_ops() (in module tvm.relay.testing) cpu() (in module tvm.relay.analysis) (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) create() (in module tvm.autotvm.task.task) (in module tvm.contrib.graph_executor) (in module tvm.target) (tvm.meta_schedule.Builder static method) (tvm.meta_schedule.CostModel static method) (tvm.meta_schedule.Database static method) (tvm.meta_schedule.FeatureExtractor static method) (tvm.meta_schedule.MeasureCallback static method) (tvm.meta_schedule.Mutator static method) (tvm.meta_schedule.Postproc static method) (tvm.meta_schedule.Runner static method) (tvm.meta_schedule.ScheduleRule static method) (tvm.meta_schedule.SearchStrategy static method) (tvm.meta_schedule.SpaceGenerator static method) (tvm.meta_schedule.TaskScheduler static method) create_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_graph() (tvm.contrib.relay_viz.dot.DotPlotter method) (tvm.contrib.relay_viz.interface.Plotter method) (tvm.contrib.relay_viz.terminal.TermPlotter method) create_group() (tvm.te.Schedule method) create_llvm() (in module tvm.contrib.clang) create_local_aot_executor() (in module tvm.micro) create_local_debug_executor() (in module tvm.micro) create_local_graph_executor() (in module tvm.micro) create_measure_batch() (in module tvm.autotvm.measure) create_prim_func() (in module tvm.te) create_schedule() (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_task() (in module tvm.auto_scheduler) create_tvmjs_wasm() (in module tvm.contrib.emcc) create_workload() (in module tvm.relay.testing) crop_and_resize() (in module tvm.relay.image) (in module tvm.topi.image) cross_compiler() (in module tvm.contrib.cc) cross_entropy() (in module tvm.relay.nn) cross_entropy_with_logits() (in module tvm.relax.op.nn) (in module tvm.relay.nn) csrmm() (in module tvm.topi.sparse) csrmv() (in module tvm.topi.sparse) CSRNDArray (class in tvm.contrib.sparse) CSRPlaceholderOp (class in tvm.contrib.sparse) csv() (tvm.runtime.profiling.Report method) cuda() (in module tvm.runtime.ndarray) (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.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) DataTypeImm (class in tvm.relax) DataTypePattern (class in tvm.relay.dataflow_pattern) DeadCodeElimination() (in module tvm.relax.transform) (in module tvm.relay.transform) debug_copy_from() (tvm.runtime.disco.DRef method) debug_get_from_remote() (tvm.runtime.disco.DRef method) debug_get_output() (tvm.contrib.graph_executor.GraphModule method) decisions (tvm.tir.schedule.Trace attribute) decl_buffer() (in module tvm.tir) decl_tensor_intrin() (in module tvm.te) declaration_conv2d_transpose_impl() (in module tvm.topi.nn) declaration_conv3d_transpose_impl() (in module tvm.topi.nn) declare_function() (tvm.relax.ExecBuilder method) DeclBuffer (class in tvm.tir) decode() (in module tvm.autotvm.record) 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) deconv2d() (in module tvm.relay.testing.dcgan) deconv2d_bn_relu() (in module tvm.relay.testing.dcgan) decorate() (in module tvm.te.hybrid) DecorateDeviceScope() (in module tvm.tir.transform) DefaultGPUSchedule() (in module tvm.tir.transform) DefaultVizParser (class in tvm.contrib.relay_viz.interface) definable_tir_vars_in_struct_info() (in module tvm.relax.analysis) define_annotate() (tvm.autotvm.task.space.ConfigSpace method) define_knob() (tvm.autotvm.task.space.ConfigSpace method) define_reorder() (tvm.autotvm.task.space.ConfigSpace method) define_split() (tvm.autotvm.task.space.ConfigSpace method) defined_symbolic_vars() (in module tvm.relax.analysis) deformable_conv2d() (in module tvm.relay.nn) deformable_conv2d_nchw() (in module tvm.topi.nn) deformable_conv2d_nhwc() (in module tvm.topi.nn) Defunctionalization() (in module tvm.relay.transform) DefuseOps() (in module tvm.relay.transform) dense() (in module tvm.relay.nn) (in module tvm.topi.nn) (in module tvm.topi.sparse) dense_alter_layout() (in module tvm.topi.nn) dense_legalize() (in module tvm.topi.nn) dense_pack() (in module tvm.topi.nn) DenseToSparse() (in module tvm.relay.transform) Dependency (class in tvm.tir.schedule) DepKind (class in tvm.tir.schedule) depth_to_space() (in module tvm.relay.nn) (in module tvm.topi.nn) depthwise_conv2d_backward_input_nhwc() (in module tvm.topi.nn) depthwise_conv2d_backward_weight_nhwc() (in module tvm.topi.nn) depthwise_conv2d_infer_layout() (in module tvm.topi.nn) depthwise_conv2d_nchw() (in module tvm.topi.nn) depthwise_conv2d_NCHWc() (in module tvm.topi.nn)

depthwise_conv2d_nhwc() (in module tvm.topi.nn) dequantize() (in module tvm.relax.op) derive_call_ret_struct_info() (in module tvm.relax.analysis) derived_object() (in module tvm.meta_schedule) deserialize_args() (in module tvm.autotvm.task.task) detach_params() (in module tvm.relax.frontend) detect_buffer_access_lca() (in module tvm.tir.analysis.analysis) detect_feature() (in module tvm.relay.analysis) detect_recursion() (in module tvm.relax.analysis) device (tvm.runtime.ndarray.NDArray property) device() (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) device_metrics (tvm.runtime.profiling.Report attribute) DeviceWrapper (class in tvm.runtime.profiling) DFPattern (class in tvm.relay.dataflow_pattern) DFPatternCallback (class in tvm.relay.dataflow_pattern) DiagnosticError DictAttrs (class in tvm.ir) dilate() (in module tvm.relay.nn) (in module tvm.topi.nn) dilation2d() (in module tvm.relay.image) dilation2d_nchw() (in module tvm.topi.image) dilation2d_nhwc() (in module tvm.topi.image) dilation_h (tvm.topi.nn.Workload attribute) dilation_w (tvm.topi.nn.Workload attribute) dims (tvm.autotvm.task.space.ConfigSpace property) DirectoryCreatedPastAtExit DispatchContext (class in tvm.auto_scheduler) (class in tvm.autotvm.task.dispatcher) Div (class in tvm.tir) div() (in module tvm.te) (in module tvm.tir) divide() (in module tvm.relax.op) DivToMul() (in module tvm.relay.transform) DModule (class in tvm.runtime.disco) dom (tvm.dlight.IterInfo property) dom() (tvm.dlight.BlockInfo method) dom_kind() (tvm.dlight.BlockInfo method) dominates() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) DominatorPattern (class in tvm.relay.dataflow_pattern) DotGraph (class in tvm.contrib.relay_viz.dot) DotPlotter (class in tvm.contrib.relay_viz.dot) double_buffer() (tvm.te.Stage method) download() (tvm.rpc.RPCSession method) download_linked_module() (tvm.rpc.RPCSession method) dp4a() (in module tvm.tir) DPackedFunc (class in tvm.runtime.disco) DRef (class in tvm.runtime.disco) dropout() (in module tvm.relax.op.nn) (in module tvm.relay.nn) dropout_raw() (in module tvm.relay.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) DynamicToStatic() (in module tvm.relay.transform) dynamo_capture_subgraphs() (in module tvm.relax.frontend.torch) DynTensorType (class in tvm.relax)

E

edge() (tvm.contrib.relay_viz.dot.DotGraph method) (tvm.contrib.relay_viz.interface.VizGraph method) (tvm.contrib.relay_viz.terminal.TermGraph method) einsum() (in module tvm.relax.op) EinsumAttrs (class in tvm.relax.op.op_attrs) EliminateCommonSubexpr() (in module tvm.relax.transform) (in module tvm.relay.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) EmptyPolicy (class in tvm.auto_scheduler) enabled_targets() (in module tvm.relay.testing) encode() (in module tvm.autotvm.record) 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) env_threads() (tvm.te.Stage method) EnvFunc (class in tvm.ir) 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) EtaExpand() (in module tvm.relay.transform) Evaluate (class in tvm.tir)

evaluate() (tvm.relay.backend.interpreter.Executor method) evolutionary_search() (tvm.auto_scheduler.SketchPolicy method) ewise_fma() (in module tvm.relax.op) ExecBuilder (class in tvm.relax) Executable (class in tvm.relax) Executor (class in tvm.relay.backend.interpreter) 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) export_library() (tvm.relax.Executable method) export_model_library_format() (in module tvm.micro) Expr (in module tvm.relax) (in module tvm.relax.op.grad) (in module tvm.relay.dataflow_pattern) (in module tvm.relay.nn) expr_deep_equal() (in module tvm.tir.analysis.analysis) ExprFunctor (class in tvm.relax) ExprPattern (class in tvm.relay.dataflow_pattern) ExprRV (in module tvm.tir.schedule) ext_dev() (in module tvm.runtime.ndarray) (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) extract_fused_functions() (in module tvm.relay.analysis) extract_intermdeiate_expr() (in module tvm.relay.analysis) extract_tasks() (in module tvm.auto_scheduler) ExtractedTask (class in tvm.meta_schedule) ExtractPrimFuncConstants() (in module tvm.tir.transform) 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) FakeQuantizationToInteger() (in module tvm.relay.transform) fallback_split() (tvm.autotvm.task.space.FallbackConfigEntity method) fallback_with_reference_log() (tvm.autotvm.task.space.FallbackConfigEntity method) FallbackConfigEntity (class in tvm.autotvm.task.space) FallbackContext (class in tvm.autotvm.task.dispatcher) fast_softmax() (in module tvm.relay.nn) (in module tvm.topi.nn) FastMath() (in module tvm.relay.transform) FastMathTransform (class in tvm.relax.transform) Feature (class in tvm.relay.analysis) FeatureExtractor (class in tvm.meta_schedule) FewShotTuning() (in module tvm.relax.transform) fGraph (tvm.relay.analysis.Feature attribute) fifo_buffer() (in module tvm.relay.nn) (in module tvm.topi.nn) FileLock (class in tvm.contrib.utils) filelock() (in module tvm.contrib.utils) Filter() (in module tvm.tir.transform) 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_rocm_path() (in module tvm.contrib.rocm) FirstOrderGradient() (in module tvm.relay.transform) flatten() (in module tvm.relax.op) (in module tvm.topi.nn) FlattenAtrousConv() (in module tvm.relay.transform) FlattenBuffer() (in module tvm.tir.transform) FlexibleShapeDispatch (class in tvm.relay.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) FlopCalculationError fMatch (tvm.relay.analysis.Feature attribute) fmod() (in module tvm.te) (in module tvm.tir) FoldConstant() (in module tvm.relax.transform) (in module tvm.relay.transform) FoldConstantExpr() (in module tvm.relay.transform) FoldExplicitPadding() (in module tvm.relay.transform) FoldScaleAxis() (in module tvm.relay.transform) For (class in tvm.tir) 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) ForwardFoldScaleAxis() (in module tvm.relay.transform) FP8ComputeLegalize() (in module tvm.tir.transform) FP8StorageLegalize() (in module tvm.tir.transform) free_symbolic_vars() (in module tvm.relax.analysis) free_type_vars() (in module tvm.relay.analysis) free_vars() (in module tvm.relax.analysis) (in module tvm.relay.analysis) from_caffe() (in module tvm.relay.frontend) from_caffe2() (in module tvm.relay.frontend) from_callable() (tvm.dlight.ScheduleRule static method) from_coreml() (in module tvm.relay.frontend) from_darknet() (in module tvm.relay.frontend) 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_json_dict() (tvm.autotvm.task.space.ConfigEntity static method) from_keras() (in module tvm.relay.frontend) from_min_extent() (tvm.ir.Range static method) from_mxnet() (in module tvm.relay.frontend) from_oneflow() (in module tvm.relay.frontend) from_onnx() (in module tvm.relax.frontend.onnx) (in module tvm.relay.frontend) from_paddle() (in module tvm.relay.frontend) from_pytorch() (in module tvm.relay.frontend) from_stablehlo() (in module tvm.relax.frontend.stablehlo) from_tensorflow() (in module tvm.relay.frontend) from_tflite() (in module tvm.relay.frontend) 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) (in module tvm.relay.transform) FunctionPass (class in tvm.relax.transform) FunctionPattern (class in tvm.relay.dataflow_pattern) functions_items() (tvm.ir.IRModule method) FunctionScope (class in tvm.relax.block_builder) FuncType (class in tvm.ir) fuse() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) FuseOps() (in module tvm.relax.transform) (in module tvm.relay.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_to_worker0() (tvm.runtime.disco.Session method) GATuner (class in tvm.autotvm.tuner) 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) generate_project() (in module tvm.micro) (tvm.micro.TemplateProject method) generate_project_from_mlf() (tvm.micro.TemplateProject method) generate_sketches() (tvm.auto_scheduler.SketchPolicy method) GeneratedProject (class in tvm.micro) generic_func() (in module tvm.target) GenericFunc (class in tvm.target) get() (in module tvm.relay.backend.te_compiler) (in module tvm.relay.dataflow_pattern) (tvm.autotvm.task.space.ConfigSpace method) (tvm.autotvm.task.topi_integration.TaskExtractEnv static method) (tvm.ir.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_calibration_data() (in module tvm.relay.analysis) get_cc() (in module tvm.contrib.cc) get_child_blocks() (tvm.tir.schedule.Schedule method) get_classifier() (in module tvm.relay.testing.vgg) get_closest_index() (in module tvm.topi.image) get_config() (in module tvm.autotvm.task.task) get_const_int() (in module tvm.topi.nn) get_const_tuple() (in module tvm.topi.nn) get_constructor() (tvm.ir.IRModule method) get_consumers() (tvm.tir.schedule.Schedule method) get_ctor() (tvm.relay.testing.Prelude method) get_ctor_static() (tvm.relay.testing.Prelude method) get_cuda_version() (in module tvm.contrib.nvcc) get_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_device() (in module tvm.contrib.graph_executor) get_exec() (tvm.relay.backend.vm.VMCompiler method) get_factors() (in module tvm.autotvm.task.space) get_feature() (in module tvm.relay.testing.vgg) get_flatten_feature() (tvm.autotvm.task.space.ConfigEntity method) get_flattened_buffer() (tvm.tir.Buffer method) get_function() (tvm.rpc.RPCSession method) 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_type_var() (tvm.ir.IRModule method) get_global_type_vars() (tvm.ir.IRModule method) get_global_var() (tvm.ir.IRModule method) (tvm.relay.testing.Prelude method) get_global_var_static() (tvm.relay.testing.Prelude method) get_global_vars() (tvm.ir.IRModule method) get_init_state() (tvm.auto_scheduler.ComputeDAG method) get_input() (tvm.contrib.graph_executor.GraphModule method) get_input_index() (tvm.contrib.graph_executor.GraphModule method) get_input_info() (tvm.contrib.graph_executor.GraphModule method) get_int() (tvm.ir.Attrs method) get_int_tuple() (tvm.ir.Attrs method) get_inx() (in module tvm.topi.image) get_kind_attr() (tvm.target.Target method) get_loops() (tvm.tir.schedule.Schedule method) get_microtvm_template_projects() (in module tvm.micro) get_name() (tvm.relay.testing.Prelude method) get_name_static() (tvm.relay.testing.Prelude method) get_native_generic_func() (in module tvm.target) get_net() (in module tvm.relay.testing.dcgan) (in module tvm.relay.testing.inception_v3) (in module tvm.relay.testing.lstm) (in module tvm.relay.testing.mlp) (in module tvm.relay.testing.resnet) (in module tvm.relay.testing.squeezenet) (in module tvm.relay.testing.vgg) get_next_index() (tvm.autotvm.task.space.ConfigSpace method) get_node_edges() (tvm.contrib.relay_viz.interface.DefaultVizParser method) (tvm.contrib.relay_viz.interface.VizParser method) (tvm.contrib.relay_viz.terminal.TermVizParser method)

get_num_inputs() (tvm.contrib.graph_executor.GraphModule method) get_num_output() (tvm.autotvm.task.space.AnnotateSpace static method) (tvm.autotvm.task.space.OtherOptionSpace static method) (tvm.autotvm.task.space.ReorderSpace static method) (tvm.autotvm.task.space.SplitSpace static method) (tvm.autotvm.task.space.TransformSpace static method) (tvm.autotvm.task.space.VirtualAxis static method) get_num_outputs() (tvm.contrib.graph_executor.GraphModule method) get_other_option() (tvm.autotvm.task.space.ConfigEntity method) get_output() (tvm.contrib.graph_executor.GraphModule method) get_output_blocks() (tvm.tir.schedule.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.relay.nn) (in module tvm.topi.nn) get_pad_tuple2d() (in module tvm.relay.nn) get_pad_tuple3d() (in module tvm.relay.nn) (in module tvm.topi.nn) get_pad_tuple_generic() (in module tvm.topi.nn) get_params() (tvm.relay.backend.vm.VMCompiler method) get_pipeline() (in module tvm.relax) get_pow2s() (in module tvm.autotvm.task.space) get_prim_func_arg_and_result_memory_constraints() (in module tvm.tir.analysis.analysis) get_producers() (tvm.tir.schedule.Schedule method) get_rand_index() (tvm.autotvm.task.space.ConfigSpace method) get_region() (tvm.relay.analysis.AnnotatedRegionSet method) get_shape() (in module tvm.relay.backend.te_compiler) get_shape_from_rewritten_layout() (in module tvm.auto_scheduler) get_shape_of() (in module tvm.relax) get_sref() (tvm.tir.BlockDependenceInfo method) (tvm.tir.schedule.Schedule method) (tvm.tir.schedule.ScheduleState method) get_standalone_crt_dir() (in module tvm.micro) 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_default() (tvm.auto_scheduler.LayoutRewriteOption static method) get_target_device_type() (tvm.target.Target method) get_tasks() (tvm.autotvm.task.topi_integration.TaskExtractEnv method) get_tensor_ctor_static() (tvm.relay.testing.Prelude method) get_top_k() (tvm.meta_schedule.Database method) get_total_mac_number() (in module tvm.relay.analysis) get_trace_stack() (tvm.transform.PassContext method) get_trace_stack_size() (tvm.transform.PassContext method) get_tuning_api_database() (tvm.transform.PassContext method) get_type() (tvm.relay.testing.Prelude method) get_type_static() (tvm.relay.testing.Prelude method) get_unique_name() (tvm.relax.block_builder.BlockBuilder method) get_valid_counts() (in module tvm.relay.vision) get_valid_implementations() (in module tvm.relay.backend.te_compiler) 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) get_workload() (in module tvm.autotvm.task.topi_integration) (in module tvm.relay.testing.dcgan) (in module tvm.relay.testing.densenet) (in module tvm.relay.testing.inception_v3) (in module tvm.relay.testing.lstm) (in module tvm.relay.testing.mlp) (in module tvm.relay.testing.mobilenet) (in module tvm.relay.testing.resnet) (in module tvm.relay.testing.squeezenet) (in module tvm.relay.testing.vgg) get_workload_entry() (tvm.auto_scheduler.ApplyHistoryBest static method) global_avg_pool1d() (in module tvm.relay.nn) global_avg_pool2d() (in module tvm.relay.nn) global_avg_pool3d() (in module tvm.relay.nn) global_call_count() (tvm.relay.analysis.CallGraph method) global_max_pool1d() (in module tvm.relay.nn) global_max_pool2d() (in module tvm.relay.nn) global_max_pool3d() (in module tvm.relay.nn) global_pool() (in module tvm.topi.nn) GlobalInfo (class in tvm.ir) GlobalTypeVar (class in tvm.ir) GlobalVar (class in tvm.ir) gpu() (in module tvm.runtime.ndarray) Gradient() (in module tvm.relax.transform) gradient() (in module tvm.relay.testing) (in module tvm.relay.transform) (in module tvm.te) GraphExecutorCodegen (class in tvm.relay.backend.graph_executor_codegen) GraphModule (class in tvm.contrib.graph_executor) greater() (in module tvm.relax.op) greater_equal() (in module tvm.relax.op) grid_sample() (in module tvm.relay.image) (in module tvm.topi.image) GridSearchTuner (class in tvm.autotvm.tuner) group_conv1d_ncw() (in module tvm.topi.nn) group_conv1d_nwc() (in module tvm.topi.nn) group_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.relay.nn) (in module tvm.topi.nn) GT (class in tvm.tir)

H

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

have_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.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) HybridModule (class in tvm.te.hybrid) HybridOp (class in tvm.te) 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) IfElseExpr (tvm.tir.transform.HoistedConditionals attribute) IfElseStmt (tvm.tir.transform.HoistedConditionals attribute) IfPattern (class in tvm.relay.dataflow_pattern) IfThenElse (class in 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) inc_num_evals() (tvm.transform.PassContext method) IncompleteType (class in tvm.ir) index (tvm.autotvm.task.space.Axis attribute) index_of() (tvm.tir.Layout method) indexdiv() (in module tvm.te) (in module tvm.tir) IndexMap (class in tvm.tir) indexmod() (in module tvm.te) (in module tvm.tir) infer_bound_from_state() (tvm.auto_scheduler.ComputeDAG method) InferFragment() (in module tvm.tir.transform) InferType() (in module tvm.relay.transform) InferTypeLocal() (in module tvm.relay.transform) infinity() (in module tvm.tir) info (tvm.transform.Pass property) 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() (in module tvm.relay.transform) inline_mark() (tvm.tir.schedule.StmtSRef static method) InlineCompilerFunctionsBoundTo() (in module tvm.relay.transform) 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.relay.nn) (in module tvm.topi.nn) instantiate() (tvm.autotvm.task.task.Task method) InstantiationError 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 Interpreter (class in tvm.relay.backend.interpreter) IntImm (class in tvm.tir) inverse() (tvm.tir.IndexMap method) 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) IPCAllReduceRewrite (class in tvm.relax.transform) ir_transform() (in module tvm.tir.stmt_functor) IRModule (class in tvm.ir) is_auto_scheduler_enabled() (in module tvm.auto_scheduler) is_available() (in module tvm.contrib.nnpack) is_base_of() (tvm.relax.StructInfo method) is_constant() (in module tvm.relay.dataflow_pattern) is_elementwise() (tvm.dlight.BlockInfo method) is_equivalent_to() (tvm.tir.IndexMap method) is_expr() (in module tvm.relay.dataflow_pattern) is_gemm() (tvm.dlight.BlockInfo method) is_gemv() (tvm.dlight.BlockInfo method) is_if() (in module tvm.relay.dataflow_pattern) is_index_valid() (tvm.autotvm.task.space.ConfigSpace method) is_injective() (tvm.dlight.BlockInfo method) is_let() (in module tvm.relay.dataflow_pattern) is_meta_schedule_enabled() (in module tvm.meta_schedule) is_op() (in module tvm.relay.dataflow_pattern) is_pure (tvm.tir.schedule.InstructionKind property) is_pure_function() (in module tvm.tir.analysis.analysis) is_recursive() (tvm.relay.analysis.CallGraph method) is_reduction() (tvm.dlight.BlockInfo method) is_source_path() (in module tvm.contrib.utils) is_target_available() (tvm.dlight.ScheduleRule method) is_tuple() (in module tvm.relay.dataflow_pattern) is_tuple_get_item() (in module tvm.relay.dataflow_pattern) is_var() (in module tvm.relay.dataflow_pattern) isfinite() (in module tvm.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) (tvm.relay.backend.te_compiler.TECompiler method) IterInfo (class in tvm.dlight) IterVar (class in tvm.tir)

J

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

join_running_task() (tvm.meta_schedule.TaskScheduler method) json() (tvm.runtime.profiling.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) knob2point() (tvm.autotvm.task.space.ConfigSpace method)

L

l2_normalize() (in module tvm.relay.nn) LambdaLift() (in module tvm.relax.transform) (in module tvm.relay.transform) layer_norm() (in module tvm.relax.op.nn) (in module tvm.relay.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.nn) LayoutConfig (class in tvm.relay.transform) LayoutRewriteOption (class in tvm.auto_scheduler) LayoutTransformAttrs (class in tvm.relax.op.op_attrs) LazyGetInput() (in module tvm.relax.transform) LazyGradientInit() (in module tvm.relay.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.relay.nn) (in module tvm.topi.nn) leakyrelu() (in module tvm.relax.op.nn) left_shift() (in module tvm.relax.op) Legalize() (in module tvm.relay.transform) LegalizeOps() (in module tvm.relax.transform) LegalizePackedCalls() (in module tvm.tir.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) LetPattern (class in tvm.relay.dataflow_pattern) 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_fake_quantized_op_freqs() (in module tvm.relay.analysis) list_field_info() (tvm.ir.Attrs method) list_kinds() (tvm.target.Target static method) list_op_freqs() (in module tvm.relay.analysis) list_op_names() (tvm.ir.Op static method) list_tags() (in module tvm.target) listdir() (tvm.contrib.utils.TempDirectory method) (tvm.rpc.RPCSession method) load() (tvm.auto_scheduler.ApplyHistoryBest method) (tvm.auto_scheduler.XGBModel method) (tvm.autotvm.task.dispatcher.ApplyHistoryBest method) (tvm.meta_schedule.CostModel method) (tvm.te.hybrid.HybridModule method) load_best_record() (in module tvm.auto_scheduler) load_from_buffer() (in module tvm.autotvm.record) load_from_file() (in module tvm.autotvm.record) load_history() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method)

load_json() (in module tvm.ir) load_module() (tvm.rpc.RPCSession method) load_params() (tvm.contrib.graph_executor.GraphModule method) load_prelude() (tvm.relay.testing.Prelude method) load_records() (in module tvm.auto_scheduler) load_vm_module() (tvm.runtime.disco.Session method) LocalBuilder (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) LocalRPCMeasureContext (class in tvm.auto_scheduler) LocalRunner (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) LocalSession (class in tvm.rpc) log() (in module tvm.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_softmax() (in module tvm.contrib.miopen) (in module tvm.relax.op.nn) (in module tvm.relay.nn) (in module tvm.topi.nn) log_to_database() (in module tvm.autotvm.tuner.callback) log_to_file() (in module tvm.autotvm.tuner.callback) 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) LoopRV (class in tvm.tir.schedule) lower() (in module tvm) (tvm.relay.backend.te_compiler.TECompiler method) (tvm.relay.backend.vm.VMCompiler method) lower_to_primfunc() (in module tvm.relay.backend.te_compiler) 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) LoweredOutput (class in tvm.relay.backend.te_compiler) 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) LowerWarpMemory() (in module tvm.tir.transform) lrn() (in module tvm.relay.nn) (in module tvm.topi.nn) lstm() (in module tvm.topi.nn) lstm_cell() (in module tvm.relay.testing.lstm) LT (class in tvm.tir)

M

make_closure() (in module tvm.relax.op) make_compilation_config() (in module tvm.target) make_filled_simdgroup_matrix() (in module tvm.tir) make_nat_expr() (in module tvm.relay.testing) make_nat_value() (in module tvm.relay.testing) make_node() (in module tvm.ir) (in module tvm.relay.dataflow_pattern) make_workload_key() (in module tvm.auto_scheduler) MakePackedAPI() (in module tvm.tir.transform) MakeUnpackedAPI() (in module tvm.tir.transform) mali() (in module tvm.target) ManifestLifetimes() (in module tvm.relay.transform) ManifestSharedMemoryLocalStage() (in module tvm.tir.transform) Map (class in tvm.ir) map_indices() (tvm.tir.IndexMap method) map_ndarray() (tvm.tir.IndexMap method) map_shape() (tvm.tir.IndexMap method) MarkCompilerFunctionsAsExtern() (in module tvm.relay.transform) masked_fill() (in module tvm.relax.op) match() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) 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.relay.nn) (in module tvm.topi.nn) matmul_legalize() (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) (in module tvm.relay.nn) max_pool2d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) max_pool2d_backward() (in module tvm.relax.op.grad) max_pool2d_grad() (in module tvm.relay.nn) max_pool3d() (in module tvm.relax.op.nn) (in module tvm.relay.nn) 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) measure_option() (in module tvm.autotvm.measure) measure_str_key() (in module tvm.autotvm.record) MeasureCallback (class in tvm.meta_schedule) MeasureCandidate (class in tvm.meta_schedule) MeasureInput (class in tvm.auto_scheduler) (class in tvm.autotvm.measure) MeasureResult (class in tvm.auto_scheduler) (class in tvm.autotvm.measure) memoize() (in module tvm.contrib.pickle_memoize) merge() (tvm.tir.schedule.Schedule method) MergeCompilerRegions() (in module tvm.relay.transform) MergeComposite() (in module tvm.relay.transform) MergeCompositeFunctions() (in module tvm.relax.transform) MergeSharedMemoryAllocations() (in module tvm.tir.transform) metal() (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) min_value() (in module tvm.te) (in module tvm.tir) minimum() (in module tvm.relax.op) mirror_pad() (in module tvm.relay.nn) (in module tvm.topi.nn) MissingTask (class in tvm.autotvm.task.task) mma_fill() (in module tvm.tir) mma_store() (in module tvm.tir) mobile_net() (in module tvm.relay.testing.mobilenet) Mod (class in tvm.tir) mod (tvm.tir.schedule.Schedule property) mod() (in module tvm.relax.op) model (tvm.target.Target property) module tvm.auto_scheduler tvm.autotvm tvm.autotvm.measure.measure tvm.autotvm.record tvm.autotvm.task tvm.autotvm.task.dispatcher tvm.autotvm.task.space tvm.autotvm.task.task tvm.autotvm.task.topi_integration tvm.autotvm.tuner tvm.autotvm.tuner.callback tvm.contrib tvm.contrib.cblas tvm.contrib.cc tvm.contrib.clang tvm.contrib.cublas tvm.contrib.dlpack tvm.contrib.emcc tvm.contrib.graph_executor tvm.contrib.miopen tvm.contrib.mxnet tvm.contrib.ndk tvm.contrib.nnpack tvm.contrib.nvcc tvm.contrib.pickle_memoize tvm.contrib.random tvm.contrib.relay_viz tvm.contrib.relay_viz.dot tvm.contrib.relay_viz.interface tvm.contrib.relay_viz.terminal tvm.contrib.rocblas tvm.contrib.rocm tvm.contrib.sparse tvm.contrib.spirv tvm.contrib.tar tvm.contrib.utils tvm.contrib.xcode tvm.dlight tvm.driver tvm.error tvm.instrument tvm.ir tvm.meta_schedule tvm.micro 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.relay.analysis tvm.relay.backend tvm.relay.backend.graph_executor_codegen tvm.relay.backend.interpreter tvm.relay.backend.te_compiler tvm.relay.backend.vm tvm.relay.dataflow_pattern tvm.relay.frontend tvm.relay.image tvm.relay.nn tvm.relay.testing tvm.relay.testing.dcgan tvm.relay.testing.densenet tvm.relay.testing.inception_v3 tvm.relay.testing.lstm tvm.relay.testing.mlp tvm.relay.testing.mobilenet tvm.relay.testing.resnet tvm.relay.testing.squeezenet tvm.relay.testing.vgg tvm.relay.transform tvm.relay.vision tvm.rpc tvm.runtime tvm.runtime.disco tvm.runtime.ndarray tvm.runtime.profiling tvm.runtime.relax_vm tvm.target tvm.te tvm.te.hybrid tvm.tir tvm.tir.analysis.analysis tvm.tir.schedule tvm.tir.stmt_functor tvm.tir.transform tvm.topi.image tvm.topi.nn tvm.topi.sparse tvm.transform

module (tvm.contrib.graph_executor.GraphModule attribute) (tvm.relay.analysis.CallGraph property) module_pass() (in module tvm.transform) ModulePass (class in tvm.transform) Monitor (class in tvm.autotvm.tuner.callback) mtl() (in module tvm.runtime.ndarray) Mul (class in tvm.tir) multi_filter() (tvm.autotvm.task.space.ConfigSpace method) multibox_prior() (in module tvm.relay.vision) multibox_transform_loc() (in module tvm.relay.vision) multinomial_from_uniform() (in module tvm.relax.op) 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_batch() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) next_task_id() (tvm.meta_schedule.TaskScheduler method) nextafter() (in module tvm.tir) nll_loss() (in module tvm.relax.op.nn) (in module tvm.relay.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) node() (tvm.contrib.relay_viz.dot.DotGraph method) (tvm.contrib.relay_viz.interface.VizGraph method) (tvm.contrib.relay_viz.terminal.TermGraph method) non_max_suppression() (in module tvm.relay.vision) non_surjective_inverse() (tvm.tir.IndexMap method) 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) (tvm.te.Schedule 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_workers (tvm.runtime.disco.Session property) numpy() (tvm.contrib.sparse.CSRNDArray method) (tvm.runtime.ndarray.NDArray method) numpyasarray() (in module tvm.runtime.ndarray)

O

ObjectStructInfo (class in tvm.relax) ObjectType (class in tvm.relax) offset_of() (tvm.tir.Buffer method) one_hot() (in module tvm.relax.op) 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 open() (tvm.micro.TransportLogger method) opencl() (in module tvm.runtime.ndarray)

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

P

PackedFuncType (class in tvm.relax) pad() (in module tvm.relax.op.nn) (in module tvm.relay.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.te.Stage method) (tvm.tir.schedule.Schedule method) parent (tvm.tir.schedule.StmtSRef property) parse_compute_version() (in module tvm.contrib.nvcc) (in module tvm.contrib.rocm) PartialEvaluate() (in module tvm.relay.transform) partition() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPattern method) PartitionGraph() (in module tvm.relay.transform) Pass (class in tvm.transform) pass_instrument() (in module tvm.instrument) PassContext (class in tvm.transform) PassInfo (class in tvm.transform) PassInstrument (class in tvm.instrument) 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) pick_best() (in module tvm.autotvm.record) placeholder() (in module tvm.contrib.sparse) (in module tvm.te) PlaceholderOp (class in tvm.te) PlanAndUpdateBufferAllocationLocation() (in module tvm.tir.transform) PlanDevices() (in module tvm.relay.transform) Plotter (class in tvm.contrib.relay_viz.interface) point2knob() (tvm.autotvm.task.space.ConfigSpace method) PointerType (class in tvm.ir) 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.relay.analysis) (in module tvm.tir.stmt_functor) post_tuning() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) Postproc (class in tvm.meta_schedule) pow() (in module tvm.tir)

power() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) pragma() (tvm.te.Stage method) pre_order_visit() (in module tvm.tir.stmt_functor) pre_tuning() (tvm.meta_schedule.SearchStrategy method) (tvm.meta_schedule.TuneContext method) predict() (tvm.auto_scheduler.RandomModel method) (tvm.auto_scheduler.XGBModel method) (tvm.meta_schedule.CostModel method) predict_stages() (tvm.auto_scheduler.XGBModel method) Prefetch (class in tvm.tir) prefetch() (tvm.te.Stage method) PreloadCustomSketchRule (class in tvm.auto_scheduler) PreloadMeasuredStates (class in tvm.auto_scheduler) prelu() (in module tvm.relay.nn) (in module tvm.topi.nn) Prelude (class in tvm.relay.testing) pretty_print() (in module tvm.relay.dataflow_pattern) prim_func_pass() (in module tvm.tir.transform) PrimExpr (class in tvm.ir) PrimFunc (class in tvm.tir) PrimFuncPass (class in tvm.tir.transform) PrimStructInfo (class in tvm.relax) PrimType (class in tvm.ir) PrimValue (class in tvm.relax) print() (in module tvm.relax.op) print_best() (tvm.auto_scheduler.SearchTask method) print_python_code_from_state() (tvm.auto_scheduler.ComputeDAG method) print_tuning_statistics() (tvm.meta_schedule.TaskScheduler method) print_var() (tvm.relay.analysis.CallGraph method) 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) 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) progress_bar() (in module tvm.autotvm.tuner.callback) proposal() (in module tvm.relay.vision) 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) quantize_conv_bias_mkldnn_from_var() (in module tvm.relay.frontend)

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

R

r() (tvm.relax.ExecBuilder method) raise_error() (tvm.autotvm.task.space.ConfigSpace method) Ramp (class in tvm.tir) randint() (in module tvm.contrib.random) random_walk() (tvm.autotvm.task.space.ConfigSpace method) RandomModel (class in tvm.auto_scheduler) RandomTuner (class in tvm.autotvm.tuner) Range (class in tvm.ir) range_length (tvm.autotvm.task.space.ConfigSpace property) rasp() (in module tvm.target) Ratio (class in tvm.runtime.profiling) RAW (tvm.tir.schedule.DepKind attribute) read() (tvm.micro.TransportLogger method) read_lines() (tvm.auto_scheduler.RecordReader method) RealizeVDevice() (in module tvm.relax.transform) recast() (in module tvm.relay.transform) RecordReader (class in tvm.auto_scheduler) RecordToFile (class in tvm.auto_scheduler) redirect_to() (tvm.relay.dataflow_pattern.WildcardPattern method) 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) (tvm.autotvm.task.space.ConfigSpace static method) ReduceBranchingThroughOvercompute() (in module tvm.tir.transform) ref_count() (tvm.relay.analysis.CallGraph method) RefValue (class in tvm.relay.backend.interpreter) register() (tvm.target.GenericFunc method) (tvm.tir.TensorIntrin static method) register_df_node() (in module tvm.relay.dataflow_pattern) register_error() (in module tvm.error) register_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) register_task_input_check_func() (in module tvm.auto_scheduler) register_topi_compute() (in module tvm.autotvm.task.topi_integration) register_topi_schedule() (in module tvm.autotvm.task.topi_integration) register_workload() (in module tvm.auto_scheduler) regular_non_max_suppression() (in module tvm.relay.vision) 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) RelayExpr (class in tvm.ir) RelayRefType (class in tvm.ir) RelayVisualizer (class in tvm.contrib.relay_viz) release() (tvm.contrib.utils.FileLock method) relpath() (tvm.contrib.utils.TempDirectory method) relu() (in module tvm.relax.op.nn) (in module tvm.relay.nn) (in module tvm.topi.nn) remove() (tvm.contrib.utils.TempDirectory method) (tvm.rpc.RPCSession method) remove_all_unused() (in module tvm.relax.analysis) (tvm.relax.DataflowBlockRewrite method) remove_index_check() (in module tvm.auto_scheduler) 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) RemoveUnusedFunctions() (in module tvm.relay.transform) RemoveUnusedOutputs() (in module tvm.relax.transform) RemoveUnusedParameters() (in module tvm.relax.transform) RemoveWeightLayoutRewriteBlock() (in module tvm.tir.transform) render() (tvm.contrib.relay_viz.dot.DotPlotter method) (tvm.contrib.relay_viz.interface.Plotter method) (tvm.contrib.relay_viz.terminal.TermGraph method) (tvm.contrib.relay_viz.terminal.TermPlotter method) (tvm.instrument.PassTimingInstrument static method) renew_defs() (in module tvm.tir.stmt_functor) RenormalizeSplitPattern() (in module tvm.tir.transform)

reorder() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) reorder_block_iter_var() (tvm.tir.schedule.Schedule method) ReorderEntity (class in tvm.autotvm.task.space) ReorderPermuteDimsAfterConcat() (in module tvm.relax.transform) ReorderSpace (class in tvm.autotvm.task.space) ReorderTakeAfterMatmul() (in module tvm.relax.transform) repeat() (in module tvm.relax.op) RepeatAttrs (class in tvm.relax.op.op_attrs) replace() (tvm.tir.schedule.ScheduleState method) replace_all_uses() (tvm.relax.DataflowBlockRewrite method) replace_global_vars() (tvm.ir.IRModule method) 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() (tvm.autotvm.task.topi_integration.TaskExtractEnv method) (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) reset_attr() (tvm.ir.Op method) reshape() (in module tvm.relax.op) residual_unit() (in module tvm.relay.testing.resnet) resize1d() (in module tvm.relay.image) (in module tvm.topi.image) resize2d() (in module tvm.relax.op.image) (in module tvm.relay.image) (in module tvm.topi.image) Resize2DAttrs (class in tvm.relax.op.op_attrs) resize3d() (in module tvm.relay.image) (in module tvm.topi.image) resnet() (in module tvm.relay.testing.resnet) ret() (in module tvm.tir) reverse_compute_at() (tvm.tir.schedule.Schedule method) reverse_compute_inline() (tvm.tir.schedule.Schedule method) rewrite() (in module tvm.relay.dataflow_pattern) (tvm.relay.dataflow_pattern.DFPatternCallback method) rewrite_compute_body() (in module tvm.auto_scheduler) rewrite_layout_from_state() (tvm.auto_scheduler.ComputeDAG method) rewrite_tensor_shape() (in module tvm.auto_scheduler) RewriteCUDAGraph() (in module tvm.relax.transform) RewriteDataflowReshape() (in module tvm.relax.transform) RewriteUnsafeSelect() (in module tvm.tir.transform) rfactor() (tvm.te.Schedule method) (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) rocm() (in module tvm.runtime.ndarray) (in module tvm.target) (tvm.rpc.RPCSession method) rocm_link() (in module tvm.contrib.rocm) roi_align() (in module tvm.relay.vision) roi_pool() (in module tvm.relay.vision) rolling_buffer() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) root_mark() (tvm.tir.schedule.StmtSRef static method) round() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) RPCError RPCRunner (class in tvm.auto_scheduler) (class in tvm.autotvm.measure.measure_methods) RPCSession (class in tvm.rpc) RPCSessionTimeoutError rsqrt() (in module tvm.relax.op) (in module tvm.te) (in module tvm.tir) run() (tvm.contrib.graph_executor.GraphModule method) (tvm.meta_schedule.Runner method) run_after_pass() (tvm.instrument.PassInstrument method) run_as_python() (in module tvm.relay.testing) run_before_pass() (tvm.instrument.PassInstrument method) 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_initial_population() (tvm.auto_scheduler.SketchPolicy method) sample_ints() (tvm.autotvm.task.space.ConfigSpace method) sample_partitioned_tile() (tvm.tir.schedule.Schedule method) sample_perfect_tile() (tvm.tir.schedule.Schedule method) save() (tvm.auto_scheduler.XGBModel method) (tvm.meta_schedule.CostModel method) save_function() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) save_json() (in module tvm.ir) save_records() (in module tvm.auto_scheduler) scale_shift_nchw() (in module tvm.topi.nn) scale_shift_nchwc() (in module tvm.topi.nn) scale_shift_nhwc() (in module tvm.topi.nn) scan() (in module tvm.te) scan_axis (tvm.te.ScanOp property) ScanOp (class in tvm.te) 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) Schedule (class in tvm.te) (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() (in module tvm.te.hybrid) search_fc_transpose() (in module tvm.relay.analysis) SearchStrategy (class in tvm.meta_schedule) SearchTask (class in tvm.auto_scheduler) seed() (tvm.tir.schedule.Schedule method) Select (class in tvm.tir) select_implementation() (in module tvm.relay.backend.te_compiler) separable_conv_block() (in module tvm.relay.testing.mobilenet) SeqExpr (class in tvm.relax) SeqStmt (class in tvm.tir) Sequential (class in tvm.transform) SequentialSpan (class in tvm.ir) serialize() (tvm.auto_scheduler.MeasureInput method) serialize_args() (in module tvm.autotvm.task.task) Server (class in tvm.rpc) Session (class in tvm.micro) (class in tvm.runtime.disco) SessionTerminatedError 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_error_threshold() (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) set_input() (tvm.contrib.graph_executor.GraphModule method) (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) set_input_zero_copy() (tvm.contrib.graph_executor.GraphModule method) set_instrument() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) set_keep_for_debug() (tvm.contrib.utils.TempDirectory class method) set_num_evals() (tvm.transform.PassContext method) set_num_inputs() (tvm.ir.Op method) set_output_zero_copy() (tvm.contrib.graph_executor.GraphModule method) set_params() (tvm.relay.backend.vm.VMCompiler method) set_scope() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) set_store_predicate() (tvm.te.Stage method) set_support_level() (tvm.ir.Op method) set_var_remap() (tvm.relax.PyExprMutator method) shape (tvm.te.Tensor property) shape_of() (in module tvm.relax.op) shape_to_tensor() (in module tvm.relax.op) ShapeExpr (class in tvm.relax) ShapePattern (class in tvm.relay.dataflow_pattern) ShapeStructInfo (class in tvm.relax) ShapeType (class in tvm.relax) share_params() (tvm.contrib.graph_executor.GraphModule method) shift_left() (in module tvm.tir) shift_right() (in module tvm.tir) should_run() (tvm.instrument.PassInstrument method) show() (tvm.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) SimplifyExpr() (in module tvm.relay.transform)

SimplifyFCTranspose() (in module tvm.relay.transform) SimplifyInference() (in module tvm.relay.transform) simulated_dequantize() (in module tvm.topi.nn) simulated_quantize() (in module tvm.topi.nn) sin() (in module tvm.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) SketchPolicy (class in tvm.auto_scheduler) SkipAssert() (in module tvm.tir.transform) SocketSession (class in tvm.runtime.disco) softmax() (in module tvm.contrib.miopen) (in module tvm.relax.op.nn) (in module tvm.relay.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) SortAttrs (class in tvm.relax.op.op_attrs) source_to_op() (in module tvm.te.hybrid) SourceName (class in tvm.ir) space (tvm.autotvm.task.space.Axis attribute) space_to_batch_nd() (in module tvm.relay.nn) (in module tvm.topi.nn) space_to_depth() (in module tvm.relay.nn) (in module tvm.topi.nn) SpaceGenerator (class in tvm.meta_schedule) Span (class in tvm.ir) sparse_add() (in module tvm.relay.nn) (in module tvm.topi.nn) sparse_conv2d() (in module tvm.topi.nn) sparse_dense() (in module tvm.relay.nn) (in module tvm.topi.nn) sparse_dense_alter_layout() (in module tvm.topi.nn) sparse_dense_sp_lhs() (in module tvm.topi.nn) sparse_dense_sp_rhs() (in module tvm.topi.nn) sparse_transpose() (in module tvm.relay.nn) (in module tvm.topi.nn) SparsePlaceholderOp (class in tvm.contrib.sparse) specialize() (tvm.tir.PrimFunc method) SpecializedCondition (class in tvm.te) split() (in module tvm.relax.op) (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) split_workload() (in module tvm.autotvm.record) SplitArgs() (in module tvm.relay.transform) SplitAttrs (class in tvm.relax.op.op_attrs) SplitCallTIRByPattern() (in module tvm.relax.transform) SplitEntity (class in tvm.autotvm.task.space) SplitHostDevice() (in module tvm.tir.transform) SplitLayoutRewritePreproc() (in module tvm.relax.transform) SplitSpace (class in tvm.autotvm.task.space) 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) Stage (class in tvm.te) 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) 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.te.Stage method) (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_slice() (in module tvm.relax.op) (in module tvm.topi.nn) StridedSliceAttrs (class in tvm.relax.op.op_attrs) 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) subrange_length() (tvm.autotvm.task.space.ConfigSpace method) 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) 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_or_current() (tvm.target.Target static method) TargetKind (class in tvm.target) Task (class in tvm.autotvm.task.task) TaskExtractEnv (class in tvm.autotvm.task.topi_integration) TaskScheduler (class in tvm.auto_scheduler) (class in tvm.meta_schedule) TaskTemplate (class in tvm.autotvm.task.task) TECompiler (class in tvm.relay.backend.te_compiler) tempdir() (in module tvm.contrib.utils) TempDirectory (class in tvm.contrib.utils) template() (in module tvm.autotvm.task.task) TemplateProject (class in tvm.micro) Tensor (class in tvm.te) tensor_to_shape() (in module tvm.relax.op) TensorAffineType (class in tvm.ir) TensorComputeOp (class in tvm.te) TensorIntrin (class in tvm.tir) tensorize() (tvm.te.Stage method) (tvm.tir.schedule.Schedule method) TensorSlice (class in tvm.te) TensorStructInfo (class in tvm.relax) TensorType (class in tvm.ir) TermGraph (class in tvm.contrib.relay_viz.terminal) terminate() (tvm.rpc.Server method) terminate_task() (tvm.meta_schedule.TaskScheduler method) TermNode (class in tvm.contrib.relay_viz.terminal) TermPlotter (class in tvm.contrib.relay_viz.terminal) TermVizParser (class in tvm.contrib.relay_viz.terminal) testing_scope() (tvm.relax.block_builder.BlockBuilder method) TestingScope (class in tvm.relax.block_builder) text_summary() (tvm.rpc.TrackerSession 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) (tvm.te.Stage method) TileAttrs (class in tvm.relax.op.op_attrs) time_evaluator() (tvm.relax.VirtualMachine method) (tvm.runtime.relax_vm.VirtualMachine method) timeit() (tvm.meta_schedule.Profiler static method) timeouts() (tvm.micro.TransportLogger method) tir_vars_in_struct_info() (in module tvm.relax.analysis) to_cps() (in module tvm.relay.transform) to_json_dict() (tvm.autotvm.task.space.ConfigEntity method) to_mxnet_func() (in module tvm.contrib.mxnet) to_python() (in module tvm.relay.testing) to_pytorch_func() (in module tvm.contrib.dlpack) to_vdevice() (in module tvm.relax.op) ToANormalForm() (in module tvm.relay.transform) ToANormalFormExpr() (in module tvm.relay.transform) ToBasicBlockNormalForm() (in module tvm.relay.transform) ToCPS() (in module tvm.relay.transform) ToGraphNormalForm() (in module tvm.relay.transform) ToMixedPrecision() (in module tvm.relax.transform) (in module tvm.relay.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) 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.te.Stage method) (tvm.tir.schedule.Schedule method) TransformMmaBufferLayout() (in module tvm.tir.transform) TransformSpace (class in tvm.autotvm.task.space) TransportLogger (class in tvm.micro) trial_scores() (tvm.autotvm.tuner.callback.Monitor method) trial_timestamps() (tvm.autotvm.tuner.callback.Monitor method) tril() (in module tvm.relax.op) TriluAttrs (class in tvm.relax.op.op_attrs) triu() (in module tvm.relax.op) trunc() (in module tvm.te) (in module tvm.tir) truncdiv() (in module tvm.te) (in module tvm.tir) truncmod() (in module tvm.te) (in module tvm.tir) try_get_conv2d_sparse_input() (in module tvm.topi.nn) try_get_sparse_input() (in module tvm.topi.nn) try_inline() (in module tvm.dlight) try_inline_contiguous_spatial() (in module tvm.dlight) tune() (tvm.auto_scheduler.SearchTask method) (tvm.auto_scheduler.TaskScheduler method) (tvm.autotvm.tuner.GATuner method) (tvm.autotvm.tuner.GridSearchTuner method) (tvm.autotvm.tuner.RandomTuner method) (tvm.autotvm.tuner.Tuner method) (tvm.autotvm.tuner.XGBTuner method) (tvm.meta_schedule.TaskScheduler method) tune_tasks() (in module tvm.meta_schedule) tune_tir() (in module tvm.meta_schedule) TuneContext (class in tvm.meta_schedule) Tuner (class in tvm.autotvm.tuner) TuningOptions (class in tvm.auto_scheduler) Tuple (class in tvm.relax) TupleAffineType (class in tvm.ir) TupleGetItem (class in tvm.relax) TupleGetItemPattern (class in tvm.relay.dataflow_pattern) TuplePattern (class in tvm.relay.dataflow_pattern) TupleStructInfo (class in tvm.relax) TupleType (class in tvm.ir) tvm.auto_scheduler module tvm.autotvm module tvm.autotvm.measure.measure module tvm.autotvm.record module tvm.autotvm.task module tvm.autotvm.task.dispatcher module tvm.autotvm.task.space module tvm.autotvm.task.task module tvm.autotvm.task.topi_integration module tvm.autotvm.tuner module tvm.autotvm.tuner.callback module tvm.contrib module tvm.contrib.cblas module tvm.contrib.cc module tvm.contrib.clang module tvm.contrib.cublas module tvm.contrib.dlpack module tvm.contrib.emcc module tvm.contrib.graph_executor module tvm.contrib.miopen module tvm.contrib.mxnet module tvm.contrib.ndk module tvm.contrib.nnpack module tvm.contrib.nvcc module tvm.contrib.pickle_memoize module tvm.contrib.random module tvm.contrib.relay_viz module

tvm.contrib.relay_viz.dot module tvm.contrib.relay_viz.interface module tvm.contrib.relay_viz.terminal module tvm.contrib.rocblas module tvm.contrib.rocm module tvm.contrib.sparse module tvm.contrib.spirv module tvm.contrib.tar module tvm.contrib.utils module tvm.contrib.xcode module tvm.dlight module tvm.driver module tvm.error module tvm.instrument module tvm.ir module tvm.meta_schedule module tvm.micro 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.relay.analysis module tvm.relay.backend module tvm.relay.backend.graph_executor_codegen module tvm.relay.backend.interpreter module tvm.relay.backend.te_compiler module tvm.relay.backend.vm module tvm.relay.dataflow_pattern module tvm.relay.frontend module tvm.relay.image module tvm.relay.nn module tvm.relay.testing module tvm.relay.testing.dcgan module tvm.relay.testing.densenet module tvm.relay.testing.inception_v3 module tvm.relay.testing.lstm module tvm.relay.testing.mlp module tvm.relay.testing.mobilenet module tvm.relay.testing.resnet module tvm.relay.testing.squeezenet module tvm.relay.testing.vgg module tvm.relay.transform module tvm.relay.vision module tvm.rpc module tvm.runtime module tvm.runtime.disco module tvm.runtime.ndarray module tvm.runtime.profiling module tvm.runtime.relax_vm module tvm.target module tvm.te module tvm.te.hybrid 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.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) TypeCall (class in tvm.ir) TypeConstraint (class in tvm.ir) TypeData (class in tvm.ir) TypeKind (class in tvm.ir) TypePattern (class in tvm.relay.dataflow_pattern) TypeRelation (class in tvm.ir) TypeVar (class in tvm.ir)

U

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

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

V

valid() (tvm.autotvm.task.space.ConfigSpace method) 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) VarPattern (class in tvm.relay.dataflow_pattern) VDevice (class in tvm.ir) vectorcombine() (in module tvm.tir) vectorhigh() (in module tvm.tir) vectorize() (tvm.te.Stage method) (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) VirtualAxis (class in tvm.autotvm.task.space) 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) VizEdge (class in tvm.contrib.relay_viz.interface) VizGraph (class in tvm.contrib.relay_viz.interface) VizNode (class in tvm.contrib.relay_viz.interface) VizParser (class in tvm.contrib.relay_viz.interface) vload() (tvm.tir.Buffer method) VMBuiltinLower() (in module tvm.relax.transform) VMCompiler (class in tvm.relay.backend.vm) VMExecutor (class in tvm.relay.backend.vm) VMInstrumentReturnKind (class in tvm.relax) (class in tvm.runtime.relax_vm) VMShapeLower() (in module tvm.relax.transform) vpi() (in module tvm.runtime.ndarray) vscale() (in module tvm.tir) vstore() (tvm.tir.Buffer method) vulkan() (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method)

W

WAR (tvm.tir.schedule.DepKind attribute) WAW (tvm.tir.schedule.DepKind attribute) webgpu() (in module tvm.runtime.ndarray) (tvm.rpc.RPCSession method) well_formed() (in module tvm.relax.analysis) (in module tvm.relay.analysis) where() (in module tvm.relax.op) which() (in module tvm.contrib.utils) While (class in tvm.tir) width (tvm.topi.nn.Workload attribute) wildcard() (in module tvm.relay.dataflow_pattern) WildcardPattern (class in tvm.relay.dataflow_pattern) winograd_transform_matrices() (in module tvm.topi.nn) with_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method)

with_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) workload_key() (tvm.auto_scheduler.ComputeDAG method) WorkspaceMemoryPools (class in tvm.ir) WorkspacePoolInfo (class in tvm.ir) wrap_param() (in module tvm.relax.op) write() (tvm.micro.TransportLogger method)

X

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

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

Y

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

Z

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

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