Index

_

__getitem__() (tvm.backend.cuda.ptx.PTXNamespace method)

A

abi_field_get() (in module tvm.script.tirx) (in module tvm.tirx) abi_field_set() (in module tvm.script.tirx) (in module tvm.tirx) abs() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) accumulate (tvm.relax.op.IndexPutAttrs property) acos() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) acosh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) adaptive_avg_pool1d() (in module tvm.relax.op.nn) adaptive_avg_pool2d() (in module tvm.relax.op.nn) adaptive_avg_pool3d() (in module tvm.relax.op.nn) adaptive_pool() (in module tvm.topi.nn) (in module tvm.topi.testing) adaptive_pool1d() (in module tvm.topi.nn) adaptive_pool3d() (in module tvm.topi.nn) AdaptivePool1DAttrs (class in tvm.relax.op.nn) AdaptivePool2DAttrs (class in tvm.relax.op.nn) AdaptivePool3DAttrs (class in tvm.relax.op.nn) Add (class in tvm.tirx) add() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.topi.nn) (tvm.relax.DataflowBlockRewrite method) add_arg() (tvm.ir.Op method) add_func() (tvm.relax.block_builder.BlockBuilder method) add_python_function() (tvm.relax.BasePyModule method) add_to_parent() (in module tvm.script.tirx) add_ty_arg() (tvm.ir.Op method) add_unit_loop() (tvm.s_tir.schedule.Schedule method) addr() (tvm.backend.cuda.ptx.PTXNamespace static method) address_of() (in module tvm.script.tirx) (in module tvm.tirx) AdjustMatmulOrder() (in module tvm.relax.transform) affine_grid() (in module tvm.relax.op.image) (in module tvm.topi.image) algo_to_index() (in module tvm.contrib.cudnn) aligned (tvm.relax.op.vision.ROIAlignAttrs property) all() (in module tvm.te) (in module tvm.tirx) all_class_non_max_suppression() (in module tvm.relax.op) (in module tvm.relax.op.vision) all_global_vars() (in module tvm.relax.analysis) all_vars() (in module tvm.relax.analysis) AllClassNonMaximumSuppressionAttrs (class in tvm.relax.op.vision) allgather() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) AllGatherAttrs (class in tvm.relax.op.ccl) alloc_local() (in module tvm.script.tirx) alloc_scalar() (in module tvm.script.tirx) alloc_shared() (in module tvm.script.tirx) alloc_storage() (in module tvm.relax.op.memory) (in module tvm.relax.op.vm) alloc_tcgen05_mma_AB() (tvm.backend.cuda.lang.SMEMPool method) alloc_tensor() (in module tvm.relax.op.builtin) (in module tvm.relax.op.memory) (in module tvm.relax.op.vm) (in module tvm.script.tirx) alloc_workspace() (in module tvm.script.tirx) (in module tvm.tirx) allocate_hexagon_array() (in module tvm.contrib.hexagon) AllocateWorkspace() (in module tvm.relax.transform) allow_uint_as_index() (in module tvm.sym) allreduce() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) AllReduceAttrs (class in tvm.relax.op.ccl) alpha (tvm.relax.op.nn.LeakyReluAttrs property) AlreadyEmitted (class in tvm.script.ir_builder) AlterOpImpl() (in module tvm.relax.transform) Analyzer (class in tvm.sym) And (class in tvm.tirx) and_() (in module tvm.script.relax) (in module tvm.script.tirx) annotate() (tvm.s_tir.schedule.Schedule method) annotate_sharding() (in module tvm.relax.op.distributed) annotate_tensor_access() (tvm.s_tir.schedule.Schedule method) AnnotateEntryFunc() (in module tvm.tirx.transform) AnnotateTIROpPattern() (in module tvm.relax.transform) Any (in module tvm.script.ir_builder) (in module tvm.script.tirx) Any() (in module tvm.script.relax) any() (in module tvm.te) (in module tvm.tirx) AnyType (class in tvm.ir) append() (tvm.s_tir.schedule.Trace method) append_or_update() (tvm.contrib.tvmjs.TensorCacheShardingManager method) AppendLoss() (in module tvm.relax.training) Apply() (in module tvm.tirx.transform) apply() (tvm.ir.LambdaExpr method) (tvm.s_tir.dlight.ScheduleRule method) (tvm.s_tir.meta_schedule.MeasureCallback method) (tvm.s_tir.meta_schedule.Mutator method) (tvm.s_tir.meta_schedule.Postproc method) (tvm.s_tir.meta_schedule.ScheduleRule method) apply_json_to_schedule() (tvm.s_tir.schedule.Trace static method) apply_softmax (tvm.relax.op.vision.MultiboxTransformLocAttrs property) apply_to_schedule() (tvm.s_tir.schedule.Trace method) ApplyDefaultSchedule (class in tvm.s_tir.dlight)

arange() (in module tvm.relax.op) (in module tvm.script.relax) arch (tvm.backend.cuda.BackendConfig attribute) arg_() (in module tvm.script.relax) (in module tvm.script.tirx) argmax() (in module tvm.relax.op) (in module tvm.script.relax) ArgmaxArgminAttrs (class in tvm.relax.op) argmin() (in module tvm.relax.op) (in module tvm.script.relax) argsort() (in module tvm.relax.op) (in module tvm.script.relax) ArgsortAttrs (class in tvm.relax.op) Array (class in tvm.ir) as_json() (tvm.s_tir.schedule.Trace method) as_python() (tvm.relax.VMExecutable method) (tvm.s_tir.schedule.Trace method) as_text() (tvm.relax.VMExecutable method) asin() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) asinh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) asobject() (tvm.te.TensorSlice method) assert_() (in module tvm.script.relax) (in module tvm.script.tirx) assert_allclose() (in module tvm.testing) assert_op() (in module tvm.relax.op) (in module tvm.script.relax) assert_pure_function() (in module tvm.s_tir.analysis) assert_structural_equal() (in module tvm.ir) AssertStmt (class in tvm.ir) assume() (in module tvm.script.tirx) (in module tvm.tirx) assume_aligned() (in module tvm.script.tirx) (in module tvm.tirx) assume_inbound (tvm.relax.op.StridedSliceAttrs property) astype() (in module tvm.relax.op) (in module tvm.script.relax) AstypeAttrs (class in tvm.relax.op) at_() (in module tvm.script.ir_builder) (in module tvm.script.tirx) atan() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) atan2() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx) atanh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) atomic_add() (in module tvm.script.tirx) AttachAttrLayoutFreeTensors() (in module tvm.relax.transform) AttachExternModules (class in tvm.relax.transform) AttachGlobalSymbol() (in module tvm.relax.transform) attention() (in module tvm.relax.op.nn) attention_bias() (in module tvm.relax.op.nn) attention_python() (in module tvm.topi.testing) attention_var_len() (in module tvm.relax.op.nn) AttentionAttrs (class in tvm.relax.op.nn) Attrs (class in tvm.ir) attrs (tvm.ir.BaseFunc property) (tvm.s_tir.schedule.Instruction attribute) auto_max_depth (tvm.tirx.transform.UnrollLoopConfig property) auto_max_extent (tvm.tirx.transform.UnrollLoopConfig property) auto_max_step (tvm.tirx.transform.UnrollLoopConfig property) avg_pool1d() (in module tvm.relax.op.nn) avg_pool2d() (in module tvm.relax.op.nn) avg_pool2d_backward() (in module tvm.relax.op.grad) avg_pool3d() (in module tvm.relax.op.nn) axes (tvm.relax.op.nn.GroupNormAttrs property) (tvm.relax.op.nn.InstanceNormAttrs property) (tvm.relax.op.nn.LayerNormAttrs property) (tvm.relax.op.nn.RMSNormAttrs property) (tvm.relax.op.PermuteDimsAttrs property) Axis (class in tvm.script.tirx) axis (tvm.relax.op.ArgmaxArgminAttrs property) (tvm.relax.op.ArgsortAttrs property) (tvm.relax.op.ccl.ScatterCollectiveAttrs property) (tvm.relax.op.ConcatAttrs property) (tvm.relax.op.ExpandDimsAttrs property) (tvm.relax.op.FlipAttrs property) (tvm.relax.op.GatherElementsAttrs property) (tvm.relax.op.nn.BatchNormAttrs property) (tvm.relax.op.nn.PReluAttrs property) (tvm.relax.op.nn.SoftmaxAttrs property) (tvm.relax.op.OneHotAttrs property) (tvm.relax.op.QuantizeAttrs property) (tvm.relax.op.RepeatAttrs property) (tvm.relax.op.ScanopAttrs property) (tvm.relax.op.ScatterElementsAttrs property) (tvm.relax.op.SliceScatterAttrs property) (tvm.relax.op.SortAttrs property) (tvm.relax.op.SplitAttrs property) (tvm.relax.op.SqueezeAttrs property) (tvm.relax.op.StackAttrs property) (tvm.relax.op.StatisticalAttrs property) (tvm.relax.op.TakeAttrs property) (tvm.relax.op.TopKAttrs property)

B

backend (tvm.script.tirx.Axis property) BackendConfig (class in tvm.backend.cuda) BaseCheckResult (class in tvm.relax.analysis) BaseFunc (class in tvm.ir) BasePyModule (class in tvm.relax) BaseTileScheduler (class in tvm.backend.cuda.lang) batch_axis (tvm.relax.op.ReverseSequenceAttrs property) batch_dims (tvm.relax.op.GatherNDAttrs property) batch_flatten() (in module tvm.relax.op.nn) batch_matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.hipblas) (in module tvm.contrib.mkl) (in module tvm.topi.nn) (in module tvm.topi.testing) batch_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) (in module tvm.topi.testing) batch_to_space_nd() (in module tvm.topi.nn) batch_to_space_nd_python() (in module tvm.topi.testing) BatchNormAttrs (class in tvm.relax.op.nn) begin_scope() (tvm.relax.block_builder.BlockBuilder method) beta (tvm.relax.op.nn.SoftplusAttrs property) BF16ComputeLegalize() (in module tvm.tirx.transform) BF16StorageLegalize() (in module tvm.tirx.transform) binarize_pack() (in module tvm.topi.nn) binary (tvm.backend.cuda.compiler.CompilationResult attribute) binary_dense() (in module tvm.topi.nn) Bind (class in tvm.ir) bind() (in module tvm.script.tirx) (tvm.s_tir.schedule.Schedule method) (tvm.sym.Analyzer method) bind_() (in module tvm.script.relax) (in module tvm.script.tirx) 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.tirx.transform) bitpack() (in module tvm.topi.nn) bitserial_conv2d_nchw() (in module tvm.topi.nn) bitserial_conv2d_nhwc() (in module tvm.topi.nn) bitserial_dense() (in module tvm.topi.nn) bitwise_and() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx) bitwise_not() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx)

bitwise_or() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx) bitwise_xor() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx) BitwiseAnd (class in tvm.tirx) BitwiseNot (class in tvm.tirx) BitwiseOr (class in tvm.tirx) BitwiseXor (class in tvm.tirx) BlockBuilder (class in tvm.relax.block_builder) blockize() (tvm.s_tir.schedule.Schedule method) bound_vars() (in module tvm.relax.analysis) Break (class in tvm.ir) break_() (in module tvm.script.relax) (in module tvm.script.tirx) Broadcast (class in tvm.tirx) broadcast (in module tvm.script.tirx) 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) (in module tvm.script.relax) bucketize() (in module tvm.relax.op) (in module tvm.script.relax) build() (in module tvm.relax) (tvm.s_tir.meta_schedule.Builder method) Builder (class in tvm.s_tir.meta_schedule) built-in function T.cuda.tile.apply() T.cuda.tile.ewise() T.trn.tile.activation() T.trn.tile.activation_reduce() T.trn.tile.affine_select() T.trn.tile.load() T.trn.tile.matmul() T.trn.tile.memset() T.trn.tile.reciprocal() T.trn.tile.scalar_tensor_scalar() T.trn.tile.scalar_tensor_tensor() T.trn.tile.store() T.trn.tile.tensor_copy() T.trn.tile.tensorreduce() T.trn.tile.tensorscalar() T.trn.tile.tensorscalar_reduce() T.trn.tile.tensortensor() 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.s_tir.schedule.Schedule method) cache_inplace() (tvm.s_tir.schedule.Schedule method) cache_read() (tvm.s_tir.schedule.Schedule method) cache_write() (tvm.s_tir.schedule.Schedule method) calculate_allocated_bytes() (in module tvm.s_tir.analysis) Call (class in tvm.ir) call_builtin_with_ctx() (in module tvm.relax.op) (in module tvm.script.relax) call_cpacked() (in module tvm.script.tirx) (in module tvm.tirx) call_cpacked_lowered() (in module tvm.script.tirx) (in module tvm.tirx) call_dps_packed() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.script.relax) (tvm.relax.BasePyModule method) call_extern() (in module tvm.script.tirx) (in module tvm.tirx) call_ffi_kernel() (in module tvm.script.tirx) (in module tvm.tirx) call_global_var_() (in module tvm.script.relax) (in module tvm.script.tirx) call_inplace_packed() (in module tvm.relax.op) (in module tvm.script.relax) call_intrin() (in module tvm.script.tirx) (in module tvm.tirx) call_kernel() (in module tvm.script.tirx) call_llvm_intrin() (in module tvm.script.tirx) (in module tvm.tirx) call_llvm_pure_intrin() (in module tvm.script.tirx) (in module tvm.tirx) call_packed() (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.tirx) (tvm.runtime.disco.Session method) call_packed_lowered() (in module tvm.script.tirx) (in module tvm.tirx) call_pure_extern() (in module tvm.script.tirx) (in module tvm.tirx) call_pure_packed() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.script.relax) call_py_func() (in module tvm.relax.op) (in module tvm.script.relax) (tvm.relax.BasePyModule method) call_spirv_pure_glsl450() (in module tvm.script.tirx) 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.relax.script.ir_builder.distributed) (in module tvm.script.relax) (tvm.relax.BasePyModule method) call_tir_dyn() (in module tvm.relax.op.vm) call_tir_inplace() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.script.relax) call_tir_local_view() (in module tvm.relax.op.distributed) (in module tvm.relax.script.ir_builder.distributed) call_tir_packed() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.script.relax) call_tir_with_grad() (in module tvm.relax) (in module tvm.relax.op) (in module tvm.script.relax) Callable() (in module tvm.script.relax) CallEffectKind (class in tvm.tirx) CallFFIKernelAttr (class in tvm.tirx) CallingConv (class in tvm.ir) CallInplacePackedAttrs (class in tvm.relax.op) CallSiteLoc (class in tvm.ir) CallTIRInplaceAttrs (class in tvm.relax.op) CallTIRRewrite() (in module tvm.relax.transform) CallTIRWithGradAttrs (class in tvm.relax.op) can_convert_multiply_to_intdiv() (in module tvm.topi.image) can_decompose_padding() (tvm.s_tir.schedule.Schedule method) can_prove() (tvm.sym.Analyzer method) can_prove_equal() (tvm.sym.Analyzer method) canonical_simplify() (tvm.sym.Analyzer method) CanonicalizeBindings() (in module tvm.relax.transform) Cast (class in tvm.tirx) cast() (in module tvm.script.tirx) causal_mask (tvm.relax.op.nn.AttentionAttrs property) ceil() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) ceil_mode (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) ceildiv() (in module tvm.script.tirx) (in module tvm.tirx) center (tvm.relax.op.nn.BatchNormAttrs property) (tvm.relax.op.nn.GroupNormAttrs property) (tvm.relax.op.nn.InstanceNormAttrs property) (tvm.relax.op.nn.LayerNormAttrs property) channel_axis (tvm.relax.op.nn.GroupNormAttrs property) (tvm.relax.op.nn.InstanceNormAttrs property) check_well_formed() (in module tvm.relax.analysis) check_well_formed_() (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) circular_pad() (in module tvm.topi.nn) cl() (tvm.rpc.RPCSession method) clip (tvm.relax.op.vision.MultiboxTransformLocAttrs property) clip() (in module tvm.relax.op) (in module tvm.script.relax) clone() (tvm.s_tir.meta_schedule.Mutator method) (tvm.s_tir.meta_schedule.Postproc method) (tvm.s_tir.meta_schedule.ScheduleRule method) (tvm.s_tir.meta_schedule.SearchStrategy method) (tvm.s_tir.meta_schedule.SpaceGenerator method) (tvm.s_tir.meta_schedule.TuneContext method) (tvm.sym.Analyzer method) close() (tvm.contrib.hexagon.ContainerSession method) (tvm.rpc.RPCSession method) (tvm.rpc.TrackerSession method) clz() (in module tvm.script.tirx) (in module tvm.tirx) collapse_sum_like() (in module tvm.relax.op) (in module tvm.script.relax) collapse_sum_to() (in module tvm.relax.op) (in module tvm.script.relax) collect_non_negative_expressions() (in module tvm.relax.analysis) CombineParallelMatmul() (in module tvm.relax.transform) comm_reducer() (in module tvm.te) commit() (tvm.backend.cuda.lang.SMEMPool method) (tvm.contrib.tvmjs.TensorCacheShardingManager method) commit_tuning_record() (tvm.s_tir.meta_schedule.Database method) commit_workload() (tvm.s_tir.meta_schedule.Database method) CommonSubexprElim() (in module tvm.tirx.transform) CommReducer (class in tvm.te) CompareResult (class in tvm.sym) CompilationResult (class in tvm.backend.cuda.compiler) compile() (in module tvm) (in module tvm.tirx) compile_coreml() (in module tvm.support.xcode) compile_cuda() (in module tvm.support.nvcc) compile_metal() (in module tvm.support.xcode) compile_source() (in module tvm.backend.cuda.compiler) compiler (tvm.backend.cuda.BackendConfig attribute) computable_at_compile_time() (in module tvm.relax.analysis) compute() (in module tvm.te) compute_at() (tvm.s_tir.schedule.Schedule method) compute_inline() (tvm.s_tir.schedule.Schedule method) compute_scope() (in module tvm.script.tirx) ComputeOp (class in tvm.te) ComputePrimValue() (in module tvm.relax.transform) concat() (in module tvm.relax.op) (in module tvm.script.relax) ConcatAttrs (class in tvm.relax.op) concatenate() (in module tvm.topi.nn) config (tvm.backend.cuda.compiler.CompilationResult attribute) connect() (in module tvm.rpc) connect_tracker() (in module tvm.rpc)

const() (in module tvm.ir) (in module tvm.relax) (in module tvm.relax.script.ir_builder.distributed) (in module tvm.script.relax) (in module tvm.te) const_int_bound() (tvm.sym.Analyzer method) const_int_bound_is_bound() (tvm.sym.Analyzer method) Constant (class in tvm.ir) constexpr() (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) ConstIntBound (class in tvm.sym) constraint_scope() (tvm.sym.Analyzer method) ContainerSession (class in tvm.contrib.hexagon) contains_impure_call() (in module tvm.relax.analysis) Continue (class in tvm.ir) continue_() (in module tvm.script.relax) (in module tvm.script.tirx) conv() (in module tvm.topi.nn) conv1d() (in module tvm.relax.op.nn) (in module tvm.topi.nn) conv1d_ncw() (in module tvm.topi.nn) conv1d_ncw_python() (in module tvm.topi.testing) conv1d_nwc() (in module tvm.topi.nn) conv1d_transpose() (in module tvm.relax.op.nn) conv1d_transpose_ncw() (in module tvm.topi.nn) conv1d_transpose_ncw_python() (in module tvm.topi.testing) Conv1DAttrs (class in tvm.relax.op.nn) Conv1DTransposeAttrs (class in tvm.relax.op.nn) conv2d() (in module tvm.relax.op.nn) (in module tvm.topi.nn) conv2d_backward_weight_python() (in module tvm.topi.testing) conv2d_hwcn() (in module tvm.topi.nn) conv2d_hwcn_python() (in module tvm.topi.testing) conv2d_nchw() (in module tvm.topi.nn) conv2d_nchw_python() (in module tvm.topi.testing) conv2d_NCHWc() (in module tvm.topi.nn) conv2d_NCHWc_int8() (in module tvm.topi.nn) conv2d_NCHWc_OIHWo() (in module tvm.topi.nn) conv2d_nhwc() (in module tvm.topi.nn) conv2d_nhwc_python() (in module tvm.topi.testing) conv2d_transpose() (in module tvm.relax.op.nn) conv2d_transpose_nchw() (in module tvm.topi.nn) conv2d_transpose_nchw_preprocess() (in module tvm.topi.nn) conv2d_transpose_nchw_python() (in module tvm.topi.testing) conv2d_transpose_nhwc_python() (in module tvm.topi.testing) conv2d_winograd_nchw() (in module tvm.topi.nn) conv2d_winograd_nchw_without_weight_transform() (in module tvm.topi.nn) conv2d_winograd_nhwc() (in module tvm.topi.nn) conv2d_winograd_nhwc_without_weight_transform() (in module tvm.topi.nn) conv2d_winograd_weight_transform() (in module tvm.topi.nn) Conv2DAttrs (class in tvm.relax.op.nn) Conv2DTransposeAttrs (class in tvm.relax.op.nn) conv3d() (in module tvm.relax.op.nn) conv3d_ncdhw() (in module tvm.topi.nn) conv3d_ncdhw_python() (in module tvm.topi.testing) conv3d_ndhwc() (in module tvm.topi.nn) conv3d_ndhwc_python() (in module tvm.topi.testing) conv3d_transpose() (in module tvm.relax.op.nn) conv3d_transpose_ncdhw() (in module tvm.topi.nn) conv3d_transpose_ncdhw_preprocess() (in module tvm.topi.nn) conv3d_transpose_ncdhw_python() (in module tvm.topi.testing) conv3d_winograd_weight_transform() (in module tvm.topi.nn) Conv3DAttrs (class in tvm.relax.op.nn) Conv3DTransposeAttrs (class in tvm.relax.op.nn) conv_backward_data() (in module tvm.contrib.cudnn) conv_backward_data_find_algo() (in module tvm.contrib.cudnn) conv_backward_filter() (in module tvm.contrib.cudnn) conv_backward_filter_find_algo() (in module tvm.contrib.cudnn) conv_dgrad_shape() (in module tvm.contrib.cudnn) conv_forward() (in module tvm.contrib.cudnn) conv_forward_find_algo() (in module tvm.contrib.cudnn) conv_output_shape() (in module tvm.contrib.cudnn) convert() (in module tvm.tirx) convert_func() (in module tvm.contrib.dlpack) convert_to_expr() (in module tvm.relax) ConvertLayout() (in module tvm.relax.transform) ConvertSSA() (in module tvm.tirx.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) coord_start (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) coordinate_transformation_mode (tvm.relax.op.image.Resize2DAttrs property) copy() (tvm.s_tir.schedule.Schedule method) copy_from() (tvm.contrib.hexagon.ContainerSession method) copy_from_worker_0() (tvm.runtime.disco.Session method) copy_to() (tvm.contrib.hexagon.ContainerSession method) copy_to_worker_0() (tvm.runtime.disco.Session method) copyfrom() (tvm.rpc.RemoteTensor method) copysign() (in module tvm.script.tirx) (in module tvm.tirx) copyto() (tvm.rpc.RemoteTensor method) CoreMLModule (class in tvm.contrib.coreml_runtime) correlation_nchw() (in module tvm.topi.nn) correlation_nchw_python() (in module tvm.topi.testing) cos() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) cosh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) CostModel (class in tvm.s_tir.meta_schedule) count() (tvm.topi.nn.Sequence method) count_include_pad (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) cpu() (in module tvm.script.relax) (tvm.rpc.RPCSession method) cpu_parallel_barrier() (in module tvm.script.tirx) (in module tvm.tirx) create() (in module tvm.contrib.coreml_runtime) (tvm.s_tir.meta_schedule.Builder static method) (tvm.s_tir.meta_schedule.CostModel static method) (tvm.s_tir.meta_schedule.Database static method) (tvm.s_tir.meta_schedule.FeatureExtractor static method) (tvm.s_tir.meta_schedule.MeasureCallback static method) (tvm.s_tir.meta_schedule.Mutator static method) (tvm.s_tir.meta_schedule.Postproc static method) (tvm.s_tir.meta_schedule.Runner static method) (tvm.s_tir.meta_schedule.ScheduleRule static method) (tvm.s_tir.meta_schedule.SearchStrategy static method) (tvm.s_tir.meta_schedule.SpaceGenerator static method) (tvm.s_tir.meta_schedule.TaskScheduler static method) create_aot_shared() (in module tvm.contrib.hexagon) create_dylib() (in module tvm.support.xcode) create_empty() (tvm.relax.Function static method) create_executable() (in module tvm.support.cc) create_function() (in module tvm.te) create_llvm() (in module tvm.support.clang) create_shared() (in module tvm.contrib.hexagon) (in module tvm.support.cc) (in module tvm.support.ndk) create_staticlib() (in module tvm.support.cc) (in module tvm.support.ndk) create_wasm() (in module tvm.contrib.emcc) crop_and_resize() (in module tvm.topi.image) crop_and_resize_python() (in module tvm.topi.testing) cross_compiler() (in module tvm.support.cc) cross_entropy_with_logits() (in module tvm.relax.op.nn) cubic_alpha (tvm.relax.op.image.Resize2DAttrs property) cubic_exclude (tvm.relax.op.image.Resize2DAttrs property) cuda() (in module tvm.script.relax) (tvm.rpc.RPCSession method) cumprod() (in module tvm.relax.op) (in module tvm.script.relax) cumsum() (in module tvm.relax.op) (in module tvm.script.relax) current() (tvm.ir.transform.PassContext static method) (tvm.relax.block_builder.BlockBuilder static method) (tvm.s_tir.meta_schedule.Database static method) (tvm.s_tir.meta_schedule.Profiler static method) (tvm.script.ir_builder.IRBuilder static method) (tvm.target.Target static method) current_block_is_dataflow() (tvm.relax.block_builder.BlockBuilder method)

D

data_layout (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) Database (class in tvm.s_tir.meta_schedule) dataflow() (in module tvm.script.relax) (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) DataTypeImm (class in tvm.ir) DeadCodeElimination() (in module tvm.relax.transform) debug_copy_from() (tvm.runtime.disco.DRef method) debug_get_from_remote() (tvm.runtime.disco.DRef method) decisions (tvm.s_tir.schedule.Trace attribute) decl_function() (in module tvm.script.ir_builder) (in module tvm.script.tirx) decl_mutable_cell_() (in module tvm.script.relax) (in module tvm.script.tirx) decl_scalar() (in module tvm.script.tirx) decl_tensor() (in module tvm.script.tirx) declaration_conv2d_transpose_impl() (in module tvm.topi.nn) declaration_conv3d_transpose_impl() (in module tvm.topi.nn) declare_function() (tvm.relax.ExecBuilder method) decompose_padding() (tvm.s_tir.schedule.Schedule method) decompose_reduction() (tvm.s_tir.schedule.Schedule method) DecomposeOpsForInference() (in module tvm.relax.transform) DecomposeOpsForTraining() (in module tvm.relax.transform) DecorateDeviceScope() (in module tvm.tirx.transform) deduce_bound() (in module tvm.sym) default_tir_pipeline() (in module tvm.s_tir.backend.adreno.pipeline) definable_tir_vars_in_type() (in module tvm.relax.analysis) defined_symbolic_vars() (in module tvm.relax.analysis) deformable_conv2d_nchw() (in module tvm.topi.nn) deformable_conv2d_nchw_python() (in module tvm.topi.testing) deformable_conv2d_nhwc() (in module tvm.topi.nn) deformable_conv2d_nhwc_python() (in module tvm.topi.testing) dense() (in module tvm.topi.nn) (in module tvm.topi.testing) dense_pack() (in module tvm.topi.nn) Dependency (class in tvm.s_tir.schedule) DepKind (class in tvm.s_tir.schedule) depth (tvm.relax.op.OneHotAttrs property) depth_to_space() (in module tvm.topi.nn) depth_to_space_python() (in module tvm.topi.testing) depthwise_conv2d_backward_input_nhwc() (in module tvm.topi.nn) depthwise_conv2d_backward_weight_nhwc() (in module tvm.topi.nn) depthwise_conv2d_nchw() (in module tvm.topi.nn) depthwise_conv2d_NCHWc() (in module tvm.topi.nn) depthwise_conv2d_nhwc() (in module tvm.topi.nn) depthwise_conv2d_python_nchw() (in module tvm.topi.testing) depthwise_conv2d_python_nchwc() (in module tvm.topi.testing) depthwise_conv2d_python_nhwc() (in module tvm.topi.testing) dequantize() (in module tvm.relax.op) (in module tvm.script.relax) derive_call_ret_type() (in module tvm.relax.analysis) descending (tvm.relax.op.ArgsortAttrs property) (tvm.relax.op.SortAttrs property) describe() (in module tvm.support) detach_params() (in module tvm.relax.frontend) detect_clip_bound() (in module tvm.sym) detect_iter_map() (in module tvm.sym) detect_linear_equation() (in module tvm.sym) detect_recursion() (in module tvm.relax.analysis) detect_tensor_access_lca() (in module tvm.s_tir.analysis) device() (in module tvm.script.relax) (tvm.rpc.RPCSession method)

device_context() (in module tvm.script.tirx) device_enabled() (in module tvm.testing) device_entry() (in module tvm.script.tirx) device_from_target() (in module tvm.target) device_mesh() (in module tvm.relax.distributed) (in module tvm.relax.script.ir_builder.distributed) (in module tvm.script.relax) device_scope() (in module tvm.script.tirx) device_type (tvm.relax.op.HintOnDeviceAttrs property) DeviceMesh (class in tvm.relax.distributed) DiagnosticError DictAttrs (class in tvm.ir) dilate() (in module tvm.topi.nn) dilate_python() (in module tvm.topi.testing) dilation (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) dilation2d_nchw() (in module tvm.topi.image) dilation2d_nhwc() (in module tvm.topi.image) dilation_h (tvm.topi.nn.Workload attribute) dilation_w (tvm.topi.nn.Workload attribute) DirectoryCreatedPastAtExit DispatchSampling (class in tvm.relax.backend) DispatchSortScan (class in tvm.relax.backend) Div (class in tvm.tirx) div() (in module tvm.te) (in module tvm.tirx) divide() (in module tvm.relax.op) (in module tvm.script.relax) DModule (class in tvm.runtime.disco) dnnl_conv2d() (in module tvm.contrib.dnnl) dom (tvm.s_tir.dlight.IterInfo property) dom() (tvm.s_tir.dlight.SBlockInfo method) dom_kind() (tvm.s_tir.dlight.SBlockInfo method) download() (in module tvm.contrib.download) (tvm.rpc.RPCSession method) download_linked_module() (tvm.rpc.RPCSession method) download_testdata() (in module tvm.contrib.download) DPackedFunc (class in tvm.runtime.disco) DRef (class in tvm.runtime.disco) dropout() (in module tvm.relax.op.nn) DropoutAttrs (class in tvm.relax.op.nn) dst_vdevice (tvm.relax.op.ToVDeviceAttrs property) DTensor() (in module tvm.relax.script.ir_builder.distributed) (in module tvm.script.relax) DTensorType (class in tvm.relax.distributed) dtype (tvm.relax.op.ArgsortAttrs property) (tvm.relax.op.AstypeAttrs property) (tvm.relax.op.InitAttrs property) (tvm.relax.op.MultinomialFromUniformAttrs property) (tvm.relax.op.ScanopAttrs property) (tvm.relax.op.TopKAttrs property) (tvm.relax.op.WrapParamAttrs property) (tvm.te.Tensor property) (tvm.te.TensorSlice property) dtype() (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) dummy_global_info() (in module tvm.script.relax) DummyGlobalInfo (class in tvm.relax) dump_pruned() (tvm.s_tir.meta_schedule.Database method) dump_tensor_cache() (in module tvm.contrib.tvmjs) DumpIR (class in tvm.ir.transform.instrument) dynamic() (in module tvm.script.ir_builder) (in module tvm.script.tirx) dynamic_strided_slice() (in module tvm.relax.op) (in module tvm.script.relax) dynamo_capture_subgraphs() (in module tvm.relax.frontend.torch)

E

effective_layout() (tvm.tirx.TensorType method) einsum() (in module tvm.relax.op) (in module tvm.script.relax) EinsumAttrs (class in tvm.relax.op) EliminateCommonSubexpr() (in module tvm.relax.transform) else_() (in module tvm.script.relax) (in module tvm.script.tirx) emit() (in module tvm.script.relax) (in module tvm.script.tirx) (tvm.relax.block_builder.BlockBuilder method) emit_() (in module tvm.script.relax) (in module tvm.script.tirx) 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_match_cast() (in module tvm.script.relax) emit_normalized() (tvm.relax.block_builder.BlockBuilder method) emit_output() (tvm.relax.block_builder.BlockBuilder method) emit_ret() (tvm.relax.ExecBuilder method) emit_te() (in module tvm.script.relax) (tvm.relax.block_builder.BlockBuilder method) emit_var_binding() (in module tvm.script.relax) emit_with_type() (in module tvm.script.relax) empty() (tvm.rpc.RemoteDevice method) (tvm.runtime.disco.Session method) enabled() (in module tvm.s_tir.tensor_intrin) enabled_extensions (tvm.sym.Analyzer property) end_checkpoint() (in module tvm.relax.op.grad) end_scope() (tvm.relax.block_builder.BlockBuilder method) ensure_zero_offset() (in module tvm.relax.op.memory) enter_pass_ctx() (tvm.ir.transform.PassInstrument method) enter_postproc() (tvm.s_tir.schedule.Schedule method) EnvFunc (class in tvm.ir) epsilon (tvm.relax.op.nn.BatchNormAttrs property) (tvm.relax.op.nn.GroupNormAttrs property) (tvm.relax.op.nn.InstanceNormAttrs property) (tvm.relax.op.nn.LayerNormAttrs property) (tvm.relax.op.nn.RMSNormAttrs property) EQ (class in tvm.tirx) eq_() (in module tvm.script.relax) (in module tvm.script.tirx) equal() (in module tvm.relax.op) (in module tvm.script.relax) 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.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) estimate_memory_usage() (in module tvm.relax.analysis) estimate_region_lower_bound() (in module tvm.sym)

estimate_region_strict_bound() (in module tvm.sym) estimate_region_upper_bound() (in module tvm.sym) estimate_tir_flops() (in module tvm.s_tir.analysis) Evaluate (class in tvm.ir) evaluate() (in module tvm.script.tirx) ewise_fma() (in module tvm.relax.op) (in module tvm.script.relax) exclusive (tvm.relax.op.ScanopAttrs property) exec() (tvm.contrib.hexagon.ContainerSession method) ExecBuilder (class in tvm.relax) exists() (in module tvm.contrib.cudnn) exit_pass_ctx() (tvm.ir.transform.PassInstrument method) exp() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) exp10() (in module tvm.script.tirx) (in module tvm.tirx) exp2() (in module tvm.script.tirx) (in module tvm.tirx) expand_dims() (in module tvm.relax.op) (in module tvm.script.relax) ExpandDimsAttrs (class in tvm.relax.op) ExpandMatmulOfSum() (in module tvm.relax.transform) ExpandTupleArguments() (in module tvm.relax.transform) explicit_unroll (tvm.tirx.transform.UnrollLoopConfig property) export_module() (in module tvm.contrib.hexagon) export_params() (tvm.relax.training.Trainer method) export_runtime() (in module tvm.contrib.tvmjs) export_states() (tvm.relax.training.Trainer method) Expr (class in tvm.relax) expr_ty() (tvm.ir.ExprOperand method) (tvm.te.Tensor method) (tvm.te.TensorSlice method) ExprFunctor (class in tvm.relax) ExprOperand (class in tvm.ir) ExprRV (in module tvm.s_tir.schedule) ExprWithOp (class in tvm.ir) ext_dev() (in module tvm.script.relax) (tvm.rpc.RPCSession method) Extension (class in tvm.sym) extern() (in module tvm.relax) (in module tvm.te) extern_function() (in module tvm.te) ExternFunc (class in tvm.relax) ExternOp (class in tvm.te) extract_from() (tvm.s_tir.meta_schedule.FeatureExtractor method) ExtractedTask (class in tvm.s_tir.meta_schedule) extrapolation_value (tvm.relax.op.image.Resize2DAttrs property) eye() (in module tvm.relax.op) (in module tvm.script.relax) eye_like() (in module tvm.relax.op) (in module tvm.script.relax)

F

f() (tvm.relax.ExecBuilder method) fabs() (in module tvm.script.tirx) fast_softmax() (in module tvm.topi.nn) FastMathTransform (class in tvm.relax.transform) FeatureExtractor (class in tvm.s_tir.meta_schedule) fifo_buffer() (in module tvm.topi.nn) FileLock (class in tvm.support.utils) filelock() (in module tvm.support.utils) Filter() (in module tvm.tirx.transform) finalize() (tvm.relax.block_builder.BlockBuilder method) finalize_modules() (in module tvm.contrib.cutlass) find_anchor_sblock() (in module tvm.s_tir.analysis) find_clang() (in module tvm.support.clang) find_cuda_path() (in module tvm.support.nvcc) find_lld() (in module tvm.support.rocm) find_nvshmem_paths() (in module tvm.support.nvcc) find_rocm_path() (in module tvm.support.rocm) find_wasm_lib() (in module tvm.contrib.emcc) finish() (tvm.contrib.tvmjs.TensorCacheShardingManager method) FlashAttentionLPTScheduler (class in tvm.backend.cuda.lang) flatten() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.topi.nn) FlattenTensor() (in module tvm.tirx.transform) flip() (in module tvm.relax.op) (in module tvm.script.relax) FlipAttrs (class in tvm.relax.op) FloatImm (class in tvm.tirx) floor() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) floor_divide() (in module tvm.relax.op) (in module tvm.script.relax) floor_mod() (in module tvm.relax.op) (in module tvm.script.relax) FloorDiv (class in tvm.tirx) floordiv() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) FloorMod (class in tvm.tirx) floormod() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) fma() (in module tvm.script.tirx) fmod() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) FoldBatchnormToConv2D (class in tvm.relax.transform) FoldConstant() (in module tvm.relax.transform) For (class in tvm.ir) for_() (in module tvm.script.relax) (in module tvm.script.tirx) force_suppress (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) ForceNarrowIndexToInt32() (in module tvm.tirx.transform) fork_seed() (tvm.s_tir.schedule.Schedule method)

ForKind (class in tvm.ir) FP8ComputeLegalize() (in module tvm.tirx.transform) FP8StorageLegalize() (in module tvm.tirx.transform) frame_scope() (in module tvm.script.tirx) free_symbolic_vars() (in module tvm.relax.analysis) free_vars() (in module tvm.relax.analysis) free_workspace() (in module tvm.script.tirx) (in module tvm.tirx) from_callable() (tvm.s_tir.dlight.ScheduleRule static method) from_device() (tvm.target.Target static method) from_exported_program() (in module tvm.relax.frontend.torch) from_expr() (tvm.ir.IRModule static method) from_func() (tvm.tirx.IndexMap static method) from_fx() (in module tvm.relax.frontend.torch) from_min_extent() (tvm.ir.Range static method) from_onnx() (in module tvm.relax.frontend.onnx) from_stablehlo() (in module tvm.relax.frontend.stablehlo) from_text() (tvm.relax.distributed.Placement static method) from_tflite() (in module tvm.relax.frontend.tflite) full() (in module tvm.relax.op) (in module tvm.script.relax) full_like() (in module tvm.relax.op) (in module tvm.script.relax) fully_connected_inference() (in module tvm.contrib.nnpack) Func (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) func_attr() (in module tvm.script.relax) (in module tvm.script.tirx) func_name_() (in module tvm.script.relax) (in module tvm.script.tirx) func_ret() (in module tvm.script.tirx) func_ret_type_() (in module tvm.script.relax) (in module tvm.script.tirx) func_ret_value() (in module tvm.script.relax) func_working_on (tvm.s_tir.schedule.Schedule property) Function (class in tvm.relax) (class in tvm.tirx) function() (in module tvm.script.relax) (in module tvm.script.tirx) (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.ExecBuilder method) function_() (in module tvm.script.relax) (in module tvm.script.tirx) function_pass() (in module tvm.relax.transform) (in module tvm.tirx.transform) FunctionPass (class in tvm.relax.transform) (class in tvm.tirx.transform) functions_items() (tvm.ir.IRModule method) FunctionScope (class in tvm.relax.block_builder) FuncType (class in tvm.ir) fuse() (tvm.s_tir.schedule.Schedule method) fuse_reduction_epilogue() (tvm.s_tir.schedule.Schedule method) FuseOps() (in module tvm.relax.transform) FuseOpsByPattern() (in module tvm.relax.transform) FuseTIR() (in module tvm.relax.transform) FuseTransposeMatmul (class in tvm.relax.transform) FusionPattern (class in tvm.relax.transform)

G

gather_elements() (in module tvm.relax.op) (in module tvm.script.relax) gather_nd() (in module tvm.relax.op) (in module tvm.script.relax) gather_nd_python() (in module tvm.topi.testing) gather_python() (in module tvm.topi.testing) gather_to_worker0() (tvm.runtime.disco.Session method) GatherElementsAttrs (class in tvm.relax.op) GatherNDAttrs (class in tvm.relax.op) GE (class in tvm.tirx) ge_() (in module tvm.script.relax) (in module tvm.script.tirx) gelu() (in module tvm.relax.op.nn) gelu_tanh() (in module tvm.relax.op.nn) generate_design_space() (tvm.s_tir.meta_schedule.SpaceGenerator method) (tvm.s_tir.meta_schedule.TuneContext method) generate_measure_candidates() (tvm.s_tir.meta_schedule.SearchStrategy method) (tvm.s_tir.meta_schedule.TuneContext method) generate_random_array() (in module tvm.testing) GenericConst (class in tvm.ir) get() (tvm.ir.DictAttrs method) (tvm.ir.EnvFunc static method) (tvm.ir.Map method) (tvm.ir.Op static method) (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.ExecBuilder method) (tvm.s_tir.meta_schedule.Profiler method) (tvm.s_tir.schedule.InstructionKind static method) (tvm.s_tir.schedule.Schedule method) (tvm.script.ir_builder.IRBuilder method) (tvm.script.tirx.Axis class 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.script.tirx) (in module tvm.tirx) get_all_tuning_records() (tvm.s_tir.meta_schedule.Database method) get_attr() (tvm.ir.IRModule method) (tvm.ir.Op method) (tvm.rpc.RemoteDevice method) get_cc() (in module tvm.support.cc) get_child_blocks() (tvm.s_tir.schedule.Schedule method) get_closest_index() (in module tvm.topi.image) get_const_int() (in module tvm.topi.nn) get_const_tuple() (in module tvm.topi.nn) get_consumers() (tvm.s_tir.schedule.Schedule method) get_cuda_version() (in module tvm.support.nvcc) get_decision() (tvm.s_tir.schedule.Trace method) get_default_pipeline() (in module tvm.relax) get_deps_by_dst() (tvm.s_tir.schedule.SBlockScope method) get_deps_by_src() (tvm.s_tir.schedule.SBlockScope method) get_env() (tvm.contrib.hexagon.ContainerSession method) get_function() (tvm.relax.BasePyModule method) (tvm.rpc.RPCSession method) get_global_func() (tvm.runtime.disco.Session method) get_global_symbol_section_map() (in module tvm.support.cc) (in module tvm.support.ndk) get_global_var() (tvm.ir.IRModule method) get_global_vars() (tvm.ir.IRModule method) get_int() (tvm.ir.Attrs method) get_int_tuple() (tvm.ir.Attrs method) get_inx() (in module tvm.topi.image) get_loops() (tvm.s_tir.schedule.Schedule method) get_output_blocks() (tvm.s_tir.schedule.Schedule method) get_outputs() (tvm.runtime.vm.VirtualMachine method) get_pad_tuple() (in module tvm.topi.image) (in module tvm.topi.nn) get_pad_tuple1d() (in module tvm.topi.nn) get_pad_tuple3d() (in module tvm.topi.nn) get_pad_tuple_generic() (in module tvm.topi.nn) get_padded_shape() (in module tvm.topi.nn) get_pattern() (in module tvm.relax.backend) get_patterns_with_prefix() (in module tvm.relax.backend) get_pipeline() (in module tvm.relax) get_producers() (tvm.s_tir.schedule.Schedule method) get_sblock() (tvm.s_tir.schedule.Schedule method)

get_sblock_access_region() (in module tvm.s_tir.analysis) get_sblock_read_write_region() (in module tvm.s_tir.analysis) get_sblock_scope() (tvm.s_tir.schedule.ScheduleState method) get_scope() (tvm.script.tirx.Axis method) get_shape_of() (in module tvm.relax) get_smtlib2() (tvm.sym.Analyzer method) get_sref() (tvm.s_tir.schedule.Schedule method) (tvm.s_tir.schedule.ScheduleState method) get_static_type() (in module tvm.relax.analysis) get_str() (tvm.ir.Attrs method) get_subscope() (tvm.script.tirx.Axis method) get_target_by_dump_machine() (in module tvm.support.cc) get_target_device_type() (tvm.target.Target method) get_top_k() (tvm.s_tir.meta_schedule.Database method) get_unique_name() (tvm.relax.block_builder.BlockBuilder method) get_valid_counts() (in module tvm.relax.op) (in module tvm.relax.op.vision) get_valid_counts_python() (in module tvm.topi.testing) get_var2val() (in module tvm.relax.analysis) get_var_remap() (tvm.relax.PyExprMutator method) get_vscale_expr() (in module tvm.tirx) get_vtcm_compaction_passes() (in module tvm.s_tir.analysis) get_z3_stats() (tvm.sym.Analyzer method) GetValidCountsAttrs (class in tvm.relax.op.vision) global_pool() (in module tvm.topi.nn) GlobalInfo (class in tvm.ir) GlobalVar (class in tvm.ir) gpu_active_thread_selector() (in module tvm.script.tirx) gpu_dp4a() (in module tvm.script.tirx) (in module tvm.tirx) gpu_fill_fragment() (in module tvm.script.tirx) (in module tvm.tirx) gpu_load_matrix_sync() (in module tvm.script.tirx) (in module tvm.tirx) gpu_mma_sync() (in module tvm.script.tirx) (in module tvm.tirx) gpu_storage_sync() (in module tvm.script.tirx) gpu_store_matrix_sync() (in module tvm.script.tirx) (in module tvm.tirx) gpu_thread_allreduce() (in module tvm.script.tirx) (in module tvm.tirx) gpu_thread_filter() (in module tvm.script.tirx) gpu_thread_invariant() (in module tvm.script.tirx) gpu_thread_return() (in module tvm.script.tirx) gpu_warp_activemask() (in module tvm.script.tirx) gpu_warp_shuffle() (in module tvm.script.tirx) gpu_warp_shuffle_down() (in module tvm.script.tirx) gpu_warp_shuffle_up() (in module tvm.script.tirx) gpu_warp_shuffle_xor() (in module tvm.script.tirx) Gradient() (in module tvm.relax.transform) greater() (in module tvm.relax.op) (in module tvm.script.relax) greater_equal() (in module tvm.relax.op) (in module tvm.script.relax) grid() (in module tvm.script.tirx) grid_sample() (in module tvm.relax.op.image) (in module tvm.topi.image) grid_sample_python() (in module tvm.topi.testing) group_conv1d_ncw() (in module tvm.topi.nn) group_conv1d_ncw_python() (in module tvm.topi.testing) group_conv1d_nwc() (in module tvm.topi.nn) group_conv1d_transpose_ncw() (in module tvm.topi.nn) group_conv1d_transpose_ncw_python() (in module tvm.topi.testing) group_conv2d_nchw() (in module tvm.topi.nn) group_conv2d_nhwc() (in module tvm.topi.nn) group_conv2d_transpose_nchw() (in module tvm.topi.nn) group_conv3d_transpose_ncdhw() (in module tvm.topi.nn) group_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) group_norm_python() (in module tvm.topi.testing) GroupNormAttrs (class in tvm.relax.op.nn) groups (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) GT (class in tvm.tirx) gt_() (in module tvm.script.relax) (in module tvm.script.tirx)

H

hamming_window() (in module tvm.relax.op) (in module tvm.script.relax) handle() (in module tvm.script.tirx) handle_add_byte_offset() (in module tvm.script.tirx) (in module tvm.tirx) has_attr() (tvm.ir.Op method) has_cutlass() (in module tvm.contrib.cutlass) has_reshape_pattern() (in module tvm.relax.analysis) has_workload() (tvm.s_tir.meta_schedule.Database method) have_cudagraph() (in module tvm.support.nvcc) have_fp16() (in module tvm.support.nvcc) have_int8() (in module tvm.support.nvcc)

have_matrixcore() (in module tvm.support.rocm) have_tensorcore() (in module tvm.support.nvcc) height (tvm.topi.nn.Workload attribute) hexagon() (in module tvm.script.relax) (tvm.rpc.RPCSession method) hexagon_clang_plus() (in module tvm.contrib.hexagon) hint_on_device() (in module tvm.relax.op) (in module tvm.script.relax) HintOnDeviceAttrs (class in tvm.relax.op) HoistIf() (in module tvm.tirx.transform) hypot() (in module tvm.script.tirx) (in module tvm.tirx)

I

id_index (tvm.relax.op.vision.GetValidCountsAttrs property) (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) identity_after() (in module tvm.testing) If (class in tvm.ir) if_() (in module tvm.script.relax) (in module tvm.script.tirx) if_then_else() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) if_then_else_() (in module tvm.script.relax) (in module tvm.script.tirx) IfExpr (class in tvm.relax) ignore_index (tvm.relax.op.nn.NLLLossAttrs property) ignore_loop_partition() (in module tvm.script.tirx) (in module tvm.tirx) ignore_profiler_call (tvm.tirx.transform.RemoveNoOpConfig property) imm() (tvm.relax.ExecBuilder method) import_python_module() (tvm.runtime.disco.Session method) in_dtype (tvm.topi.nn.Workload attribute) in_filter (tvm.topi.nn.Workload attribute) in_group (tvm.relax.op.ccl.AllGatherAttrs property) (tvm.relax.op.ccl.AllReduceAttrs property) index (tvm.relax.op.HintOnDeviceAttrs property) index() (tvm.topi.nn.Sequence method) index_map (tvm.relax.op.LayoutTransformAttrs property) index_map() (in module tvm.script.tirx) index_put() (in module tvm.relax.op) (in module tvm.script.relax) index_tensor() (in module tvm.relax.op) (in module tvm.script.relax) indexdiv() (in module tvm.te) (in module tvm.tirx) indexing (tvm.relax.op.MeshgridAttrs property) IndexMap (class in tvm.tirx) indexmod() (in module tvm.te) (in module tvm.tirx) IndexPutAttrs (class in tvm.relax.op) indices_or_sections (tvm.relax.op.SplitAttrs property) infinity() (in module tvm.script.tirx) (in module tvm.tirx) info (tvm.ir.transform.Pass property) init() (tvm.backend.cuda.lang.FlashAttentionLPTScheduler method) init_ccl() (tvm.runtime.disco.Session method) InitAttrs (class in tvm.relax.op) InjectTextureAlloc() (in module tvm.s_tir.backend.adreno.transform) inline() (in module tvm.script.tirx) inline_mark() (tvm.s_tir.schedule.StmtSRef static method) InlinePrivateFunctions() (in module tvm.relax.transform) inputs (tvm.s_tir.schedule.Instruction attribute) instance_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) instance_norm_python() (in module tvm.topi.testing) InstanceNormAttrs (class in tvm.relax.op.nn) Instruction (class in tvm.s_tir.schedule) instruction_forms() (in module tvm.backend.cuda.ptx) instruction_name() (in module tvm.backend.cuda.ptx) InstructionKind (class in tvm.s_tir.schedule) insts (tvm.s_tir.schedule.Trace attribute) int_set() (tvm.sym.Analyzer method) InternalError IntervalSet (class in tvm.sym) IntImm (class in tvm.tirx) IntSet (class in tvm.sym) invalid_to_bottom (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) inverse() (tvm.tirx.IndexMap method) inverse_affine_iter_map() (in module tvm.sym) invoke_closure() (in module tvm.relax.op) (in module tvm.script.relax) (tvm.runtime.vm.VirtualMachine method)

invoke_pure_closure() (in module tvm.relax.op) (in module tvm.script.relax) invoke_stateful() (tvm.runtime.vm.VirtualMachine method) iou_threshold (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) IPCAllReduceRewrite (class in tvm.relax.transform) ir_module() (in module tvm.script) (in module tvm.script.ir_builder) (in module tvm.script.tirx) IRBuilder (class in tvm.script.ir_builder) IRModule (class in tvm.ir) IRModuleFrame (class in tvm.script.ir_builder) is_alive() (tvm.support.popen_pool.PopenWorker method) is_available() (in module tvm.contrib.nnpack) is_base_of() (tvm.ir.Type method) is_convolution() (tvm.s_tir.dlight.SBlockInfo method) is_data_pad() (tvm.s_tir.dlight.SBlockInfo method) is_elementwise() (tvm.s_tir.dlight.SBlockInfo method) is_equivalent_to() (tvm.tirx.IndexMap method) is_everything() (tvm.sym.IntSet method) is_gemm() (tvm.s_tir.dlight.SBlockInfo method) is_gemv() (tvm.s_tir.dlight.SBlockInfo method) is_in_scope() (tvm.script.ir_builder.IRBuilder static method) is_injective() (tvm.s_tir.dlight.SBlockInfo method) is_layout_transform() (tvm.s_tir.dlight.SBlockInfo method) is_memory() (tvm.script.tirx.Axis method) is_nothing() (tvm.sym.IntSet method) is_pool() (tvm.s_tir.dlight.SBlockInfo method) is_prim_expr() (in module tvm.ir) is_prim_var() (in module tvm.ir) is_pure (tvm.s_tir.schedule.InstructionKind property) is_pure_function() (in module tvm.s_tir.analysis) is_reduction() (tvm.s_tir.dlight.SBlockInfo method) is_scalar() (tvm.ir.PrimType method) (tvm.tirx.TensorType method) is_source_path() (in module tvm.support.utils) is_target_available() (tvm.s_tir.dlight.ScheduleRule method) is_tensor_var() (in module tvm.tirx) is_thread() (tvm.script.tirx.Axis method) is_tirx (tvm.tirx.Function property) is_z3_enabled (tvm.sym.Analyzer property) isfinite() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) isinf() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) isnan() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) isnullptr() (in module tvm.script.tirx) (in module tvm.tirx) items() (tvm.ir.DictAttrs method) (tvm.ir.Map method) iter_map_simplify() (in module tvm.sym) IterInfo (class in tvm.s_tir.dlight) IterMapExpr (class in tvm.sym) IterMark (class in tvm.sym) IterSplitExpr (class in tvm.sym) IterSumExpr (class in tvm.sym)

J

jit() (in module tvm.script.tirx)

join() (tvm.support.popen_pool.PopenWorker method) join_running_task() (tvm.s_tir.meta_schedule.TaskScheduler method)

K

k (tvm.relax.op.TopKAttrs property) (tvm.relax.op.TriluAttrs property) keep_background (tvm.relax.op.vision.MultiboxTransformLocAttrs property) keepdims (tvm.relax.op.ArgmaxArgminAttrs property) (tvm.relax.op.StatisticalAttrs property) kernel_h (tvm.topi.nn.Workload attribute) kernel_layout (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property)

kernel_replace_point() (in module tvm.script.tirx) kernel_w (tvm.topi.nn.Workload attribute) keys() (tvm.ir.DictAttrs method) (tvm.ir.Map method) kill() (tvm.support.popen_pool.PopenWorker method) kill_child_processes() (in module tvm.support.popen_pool) kill_object() (in module tvm.relax.op.vm) kill_storage() (in module tvm.relax.op.memory) kill_tensor() (in module tvm.relax.op.memory) KillAfterLastUse() (in module tvm.relax.transform) kind (tvm.s_tir.schedule.Instruction attribute)

L

l2_normalize_python() (in module tvm.topi.testing) Lambda() (in module tvm.script.ir_builder) (in module tvm.script.tirx) LambdaExpr (class in tvm.ir) LambdaLift() (in module tvm.relax.transform) largest (tvm.relax.op.TopKAttrs property) launch_thread() (in module tvm.script.tirx) layer_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) layer_norm_python() (in module tvm.topi.testing) LayerNormAttrs (class in tvm.relax.op.nn) layout (tvm.relax.op.image.Resize2DAttrs property) (tvm.relax.op.nn.AdaptivePool1DAttrs property) (tvm.relax.op.nn.AdaptivePool2DAttrs property) (tvm.relax.op.nn.AdaptivePool3DAttrs property) (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) (tvm.relax.op.vision.ROIAlignAttrs property) (tvm.relax.op.vision.ROIPoolAttrs property) layout_transform() (in module tvm.relax.op) (in module tvm.script.relax) LayoutTransformAttrs (class in tvm.relax.op) LazyGetInput() (in module tvm.relax.transform) LazySetOutput() (in module tvm.relax.transform) LazyTransformParams (class in tvm.relax.transform) ldexp() (in module tvm.script.tirx) (in module tvm.tirx) LE (class in tvm.tirx) le_() (in module tvm.script.relax) (in module tvm.script.tirx) leaky_relu() (in module tvm.topi.nn) leakyrelu() (in module tvm.relax.op.nn) LeakyReluAttrs (class in tvm.relax.op.nn) left_shift() (in module tvm.relax.op) (in module tvm.script.relax) LegalizeOps() (in module tvm.relax.transform) less() (in module tvm.relax.op) (in module tvm.script.relax) less_equal() (in module tvm.relax.op) (in module tvm.script.relax) Let (class in tvm.tirx) Let() (in module tvm.script.tirx) LetAnnotation (class in tvm.tirx.script.ir_builder.ir) libinfo() (in module tvm.support) LiftTransformParams() (in module tvm.relax.transform) likely() (in module tvm.script.tirx) (in module tvm.tirx) linear() (in module tvm.relax.op) (in module tvm.script.relax) link_shared_macos() (in module tvm.contrib.hexagon) list_configs() (tvm.ir.transform.PassContext static method) list_functions() (tvm.relax.BasePyModule method) list_kinds() (tvm.target.Target static method) list_op_names() (tvm.ir.Op static method) list_tags() (in module tvm.target) (in module tvm.target.tag) listdir() (tvm.rpc.RPCSession method) (tvm.support.utils.TempDirectory method) llvm_lookup_intrinsic_id() (in module tvm.script.tirx) load() (tvm.s_tir.meta_schedule.CostModel method) load_json() (in module tvm.ir)

load_module() (tvm.rpc.RPCSession method) load_param_dict() (in module tvm.runtime.vm) load_param_dict_from_file() (in module tvm.runtime.vm) load_params() (tvm.relax.training.Trainer method) load_states() (tvm.relax.training.Trainer method) load_tensor_cache() (in module tvm.contrib.tvmjs) load_vm_module() (tvm.runtime.disco.Session method) local_scalar() (in module tvm.script.tirx) LocalSession (class in tvm.rpc) Location (class in tvm.ir) log() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) log10() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) log1p() (in module tvm.script.tirx) (in module tvm.tirx) log2() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) log_add_exp() (in module tvm.relax.op) (in module tvm.script.relax) log_softmax() (in module tvm.contrib.cudnn) (in module tvm.relax.op.nn) (in module tvm.topi.nn) log_softmax_python() (in module tvm.topi.testing) logaddexp() (in module tvm.te) (in module tvm.tirx) logical_and() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) logical_not() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) logical_or() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) logical_xor() (in module tvm.relax.op) (in module tvm.script.relax) lookup_binding() (tvm.relax.block_builder.BlockBuilder method) (tvm.relax.PyExprMutator method) lookup_vdevice() (in module tvm.script.relax) loop_partition() (tvm.s_tir.schedule.Schedule method) LoopRV (class in tvm.s_tir.schedule) LowerAllocTensor() (in module tvm.relax.transform) LowerGPUIPCAllocStorage (class in tvm.relax.transform) LowerIntrin() (in module tvm.tirx.transform) LowerRuntimeBuiltin() (in module tvm.relax.transform) LowerThreadAllreduce() (in module tvm.tirx.transform) LowerTIRx() (in module tvm.tirx.transform) LowerTVMBuiltin() (in module tvm.tirx.transform) LowerWarpMemory() (in module tvm.tirx.transform) lrn() (in module tvm.topi.nn) lrn_python() (in module tvm.topi.testing) LShift (class in tvm.tirx) lstm() (in module tvm.topi.nn) lstm_python() (in module tvm.topi.testing) LT (class in tvm.tirx) lt_() (in module tvm.script.relax) (in module tvm.script.tirx)

M

macro() (in module tvm.script.relax) (in module tvm.script.tirx) make_closure() (in module tvm.relax.op) (in module tvm.script.relax) make_node() (in module tvm.ir) (in module tvm.script.ir_builder) (in module tvm.script.tirx) MakePackedAPI() (in module tvm.tirx.transform) Map (class in tvm.ir) map_indices() (tvm.tirx.IndexMap method) map_shape() (tvm.tirx.IndexMap method) map_tensor() (tvm.tirx.IndexMap method) map_with_error_catching() (tvm.support.popen_pool.PopenPoolExecutor method) MapResult (class in tvm.support.popen_pool) masked_fill() (in module tvm.relax.op) masked_load() (in module tvm.script.tirx) masked_store() (in module tvm.script.tirx) match_cast() (in module tvm.script.relax) (tvm.relax.block_builder.BlockBuilder method) MatchCast (class in tvm.relax) matches_code() (tvm.ir.PrimType method) matches_element_type() (tvm.ir.PrimType method) matmul() (in module tvm.contrib.cblas) (in module tvm.contrib.cublas) (in module tvm.contrib.cublaslt) (in module tvm.contrib.dnnl) (in module tvm.contrib.hipblas) (in module tvm.contrib.mkl) (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.topi.nn) matmul_u8s8s32() (in module tvm.contrib.mkl) MatmulAttrs (class in tvm.relax.op) matrix_set_diag() (in module tvm.topi.testing) Max (class in tvm.tirx) max() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) max_output_size (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) max_pool1d() (in module tvm.relax.op.nn) max_pool2d() (in module tvm.relax.op.nn) max_pool2d_backward() (in module tvm.relax.op.grad) max_pool3d() (in module tvm.relax.op.nn) max_simplification_steps (tvm.tirx.transform.RemoveNoOpConfig property) max_value() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) maximum() (in module tvm.relax.op) (in module tvm.script.relax) MBarrier (class in tvm.backend.cuda.lang) mean() (in module tvm.relax.op) (in module tvm.script.relax) MeasureCallback (class in tvm.s_tir.meta_schedule) MeasureCandidate (class in tvm.s_tir.meta_schedule) median() (in module tvm.relax.op) (in module tvm.script.relax) memoize() (in module tvm.contrib.pickle_memoize) memory_scope (tvm.relax.op.HintOnDeviceAttrs property) merge() (tvm.s_tir.schedule.Schedule method) MergeCompositeFunctions() (in module tvm.relax.transform) meshgrid() (in module tvm.relax.op) (in module tvm.script.relax) MeshgridAttrs (class in tvm.relax.op) meta_class() (in module tvm.script.tirx) meta_var() (in module tvm.script.ir_builder) metal() (in module tvm.script.relax) (tvm.rpc.RPCSession method) MetaScheduleApplyDatabase() (in module tvm.relax.transform) MetaScheduleTuneIRMod() (in module tvm.relax.transform) MetaScheduleTuneTIR() (in module tvm.relax.transform) method (tvm.relax.op.image.Resize2DAttrs property) Min (class in tvm.tirx) min() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) min_value() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) minimum() (in module tvm.relax.op) (in module tvm.script.relax) mirror_pad() (in module tvm.topi.nn) Missing (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) Missing() (tvm.ir.Type static method) missing() (tvm.ir.Type static method) MissingType (class in tvm.ir) Mod (class in tvm.tirx) mod (tvm.s_tir.schedule.Schedule property) mod() (in module tvm.relax.op) (in module tvm.script.relax) mode (tvm.relax.op.TakeAttrs property) (tvm.relax.op.vision.ROIAlignAttrs property) modular_set() (tvm.sym.Analyzer method) ModularSet (class in tvm.sym) module tvm.backend.cuda.ptx tvm.contrib tvm.contrib.cblas tvm.contrib.coreml_runtime tvm.contrib.cublas tvm.contrib.cublaslt tvm.contrib.cudnn tvm.contrib.cutlass tvm.contrib.dlpack tvm.contrib.dnnl tvm.contrib.download tvm.contrib.emcc tvm.contrib.hexagon tvm.contrib.hipblas tvm.contrib.mkl tvm.contrib.nnpack tvm.contrib.pickle_memoize tvm.contrib.random tvm.contrib.thrust tvm.contrib.tvmjs tvm.driver tvm.error tvm.exec tvm.ir tvm.ir.transform tvm.ir.transform.instrument tvm.relax tvm.relax.analysis tvm.relax.backend tvm.relax.block_builder tvm.relax.distributed tvm.relax.dpl tvm.relax.frontend tvm.relax.frontend.onnx tvm.relax.frontend.stablehlo tvm.relax.frontend.tflite 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.vision tvm.relax.op.vm tvm.relax.script.ir_builder.distributed tvm.relax.training tvm.relax.transform tvm.relax.transform.legalize_ops tvm.rpc tvm.runtime tvm.runtime.disco tvm.runtime.vm tvm.s_tir.analysis tvm.s_tir.backend tvm.s_tir.backend.adreno tvm.s_tir.backend.adreno.pipeline tvm.s_tir.backend.adreno.transform tvm.s_tir.dlight tvm.s_tir.meta_schedule tvm.s_tir.schedule tvm.s_tir.tensor_intrin tvm.script tvm.script.ir_builder tvm.script.parser tvm.script.parser.ir tvm.script.parser.jit_support tvm.script.parser.protocol_registry tvm.script.parser.relax tvm.script.parser.tirx tvm.script.printer tvm.script.relax tvm.script.tirx tvm.support tvm.support.cc tvm.support.clang tvm.support.ndk tvm.support.nvcc tvm.support.popen_pool tvm.support.rocm tvm.support.tar tvm.support.utils tvm.support.xcode tvm.sym tvm.target tvm.target.tag tvm.te tvm.testing tvm.tirx tvm.tirx.analysis.analysis tvm.tirx.transform tvm.topi.cpp tvm.topi.image tvm.topi.nn tvm.topi.testing

module (tvm.contrib.coreml_runtime.CoreMLModule attribute) module_attrs() (in module tvm.script.ir_builder) (in module tvm.script.tirx) module_get_attr() (in module tvm.script.ir_builder) (in module tvm.script.tirx) module_global_infos() (in module tvm.script.ir_builder) (in module tvm.script.tirx) module_member_() (in module tvm.script.ir_builder) (in module tvm.script.tirx) module_pass() (in module tvm.ir.transform) module_set_attr() (in module tvm.script.ir_builder) (in module tvm.script.tirx) ModulePass (class in tvm.ir.transform) momentum (tvm.relax.op.nn.BatchNormAttrs property) Mul (class in tvm.tirx) multibox_transform_loc() (in module tvm.relax.op) (in module tvm.relax.op.vision) MultiboxTransformLocAttrs (class in tvm.relax.op.vision) multinomial_from_uniform() (in module tvm.relax.op) (in module tvm.script.relax) MultinomialFromUniformAttrs (class in tvm.relax.op) multiply() (in module tvm.relax.op) (in module tvm.script.relax) mutate_irmodule() (tvm.relax.DataflowBlockRewrite method) mutated_dfb() (tvm.relax.DataflowBlockRewrite method) mutated_root_fn() (tvm.relax.DataflowBlockRewrite method) Mutator (class in tvm.s_tir.meta_schedule)

N

name (tvm.s_tir.schedule.InstructionKind attribute) (tvm.script.tirx.Axis property) name() (tvm.script.ir_builder.IRBuilder static method) name_many() (tvm.script.ir_builder.IRBuilder static method) name_to_binding() (in module tvm.relax.analysis) namedtuple() (in module tvm.topi.nn) NarrowDataType() (in module tvm.tirx.transform) nchw_pack_layout() (in module tvm.topi.image) nchw_xc_layout() (in module tvm.topi.image) ndim (tvm.te.Tensor property) NE (class in tvm.tirx) ne_() (in module tvm.script.relax) (in module tvm.script.tirx) nearbyint() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) negative() (in module tvm.relax.op) (in module tvm.script.relax) next_task_id() (tvm.s_tir.meta_schedule.TaskScheduler method) next_tile() (tvm.backend.cuda.lang.FlashAttentionLPTScheduler method) nextafter() (in module tvm.script.tirx) (in module tvm.tirx) nll_loss() (in module tvm.relax.op.nn) (in module tvm.topi.nn) (in module tvm.topi.testing) nll_loss_backward() (in module tvm.relax.op.grad) NLLLossAttrs (class in tvm.relax.op.nn) no_grad() (in module tvm.relax.op.grad) Node (class in tvm.ir) non_max_suppression() (in module tvm.relax.op) (in module tvm.relax.op.vision)

non_max_suppression_python() (in module tvm.topi.testing) non_surjective_inverse() (tvm.tirx.IndexMap method) NonMaximumSuppressionAttrs (class in tvm.relax.op.vision) nonzero() (in module tvm.relax.op) (in module tvm.script.relax) normal() (in module tvm.contrib.random) Normalize() (in module tvm.relax.transform) normalize() (tvm.relax.block_builder.BlockBuilder method) normalize_file_list_by_unpacking_tars() (in module tvm.support.tar) normalize_function() (in module tvm.s_tir.dlight) normalize_iter_map_to_expr() (in module tvm.sym) normalize_to_iter_sum() (in module tvm.sym) NormalizeGlobalVar() (in module tvm.relax.transform) Not (class in tvm.tirx) not_() (in module tvm.script.relax) (in module tvm.script.tirx) not_equal() (in module tvm.relax.op) (in module tvm.script.relax) notify_runner_results() (tvm.s_tir.meta_schedule.SearchStrategy method) (tvm.s_tir.meta_schedule.TuneContext method) np_dtype_from_str() (in module tvm.testing) null_value() (in module tvm.relax.op) (in module tvm.script.relax) num_groups (tvm.relax.op.nn.GroupNormAttrs property) num_workers (tvm.relax.op.ccl.AllGatherAttrs property) (tvm.relax.op.ccl.ScatterCollectiveAttrs property) (tvm.runtime.disco.Session property) numpy() (tvm.rpc.RemoteTensor method) nvcc (tvm.backend.cuda.BackendConfig attribute) nvrtc (tvm.backend.cuda.BackendConfig attribute)

O

Object() (in module tvm.script.relax) one_hot() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.topi.testing) OneHotAttrs (class in tvm.relax.op) ones() (in module tvm.relax.op) (in module tvm.script.relax) ones_like() (in module tvm.relax.op) (in module tvm.script.relax) OOBChecker() (in module tvm.s_tir.analysis) Op (class in tvm.ir) op_type (tvm.relax.op.ccl.AllReduceAttrs property) Opaque (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) OPAQUE (tvm.s_tir.schedule.DepKind attribute) OpaqueExpr (class in tvm.ir) OpaqueType (class in tvm.ir) OpAttributeInvalid OpAttributeRequired OpAttributeUnImplemented opencl() (in module tvm.script.relax) OpError OpNotImplemented OptimizeLayoutTransform (class in tvm.relax.transform) Optional (in module tvm.script.tirx) options (tvm.target.TargetKind property) options_from_name() (tvm.target.TargetKind static method) Or (class in tvm.tirx) or_() (in module tvm.script.relax) (in module tvm.script.tirx) out_dtype (tvm.relax.op.image.Resize2DAttrs property) (tvm.relax.op.MatmulAttrs property) (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) (tvm.relax.op.QuantizeAttrs property) (tvm.topi.nn.Workload attribute)

out_filter (tvm.topi.nn.Workload attribute) out_layout (tvm.relax.op.nn.AdaptivePool1DAttrs property) (tvm.relax.op.nn.AdaptivePool2DAttrs property) (tvm.relax.op.nn.AdaptivePool3DAttrs property) (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) outer() (in module tvm.relax.op) (in module tvm.script.relax) output() (in module tvm.script.relax) output_format (tvm.relax.op.vision.AllClassNonMaximumSuppressionAttrs property) output_padding (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) output_size (tvm.relax.op.nn.AdaptivePool1DAttrs property) (tvm.relax.op.nn.AdaptivePool2DAttrs property) (tvm.relax.op.nn.AdaptivePool3DAttrs property) outputs (tvm.s_tir.schedule.Instruction attribute) override_instruments() (tvm.ir.transform.PassContext method)

P

pack_imports() (in module tvm.contrib.hexagon) PackedFunc (in module tvm.script.relax) PackedFuncType (class in tvm.relax) pad() (in module tvm.relax.op.nn) (in module tvm.topi.image) (in module tvm.topi.nn) pad_einsum() (tvm.s_tir.schedule.Schedule method) pad_mode (tvm.relax.op.nn.PadAttrs property) pad_value (tvm.relax.op.LayoutTransformAttrs property) (tvm.relax.op.nn.PadAttrs property) pad_width (tvm.relax.op.nn.PadAttrs property) PadAttrs (class in tvm.relax.op.nn) padb (tvm.topi.nn.Workload attribute) padding (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) padl (tvm.topi.nn.Workload attribute) padr (tvm.topi.nn.Workload attribute) padt (tvm.topi.nn.Workload attribute) parallel() (in module tvm.script.tirx) (tvm.s_tir.schedule.Schedule method) parallel_launch() (in module tvm.script.tirx) parameter() (in module tvm.testing) parent (tvm.s_tir.schedule.StmtSRef property) parse_compute_version() (in module tvm.support.nvcc) (in module tvm.support.rocm) Pass (class in tvm.ir.transform) pass_instrument() (in module tvm.ir.transform) PassContext (class in tvm.ir.transform) PassInfo (class in tvm.ir.transform) PassInstrument (class in tvm.ir.transform) PassPrintingInstrument (class in tvm.ir.transform.instrument) PassTimingInstrument (class in tvm.ir.transform.instrument) PatternCheckContext (class in tvm.relax.transform) pending_nbytes (tvm.contrib.tvmjs.TensorCacheShardingManager property) permute() (tvm.tirx.TensorType method) permute_dims() (in module tvm.relax.op) (in module tvm.script.relax) PermuteDimsAttrs (class in tvm.relax.op) Pipeline (class in tvm.backend.cuda.lang) PipelineState (class in tvm.backend.cuda.lang) pixel_shuffle() (in module tvm.relax.op.nn) PixelShuffleAttrs (class in tvm.relax.op.nn) placeholder() (in module tvm.te) PlaceholderOp (class in tvm.te) Placement (class in tvm.relax.distributed) PlacementSpec (class in tvm.relax.distributed) PointerValueTypeRewrite() (in module tvm.tirx.transform) pool1d() (in module tvm.topi.nn) Pool1DAttrs (class in tvm.relax.op.nn) pool2d() (in module tvm.topi.nn) Pool2DAttrs (class in tvm.relax.op.nn) pool3d() (in module tvm.topi.nn) Pool3DAttrs (class in tvm.relax.op.nn) pool_grad() (in module tvm.topi.nn) pool_grad_nchw() (in module tvm.topi.testing) pool_size (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property)

pooled_size (tvm.relax.op.vision.ROIAlignAttrs property) (tvm.relax.op.vision.ROIPoolAttrs property) poolnd_python() (in module tvm.topi.testing) pop() (tvm.s_tir.schedule.Trace method) popcount() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) PopenPoolExecutor (class in tvm.support.popen_pool) PopenSession (class in tvm.rpc) PopenWorker (class in tvm.support.popen_pool) post_order_visit() (in module tvm.relax.analysis) post_tuning() (tvm.s_tir.meta_schedule.SearchStrategy method) (tvm.s_tir.meta_schedule.TuneContext method) Postproc (class in tvm.s_tir.meta_schedule) pow() (in module tvm.script.tirx) (in module tvm.tirx) power() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.te) (in module tvm.tirx) pre_tuning() (tvm.s_tir.meta_schedule.SearchStrategy method) (tvm.s_tir.meta_schedule.TuneContext method) pred() (tvm.backend.cuda.ptx.PTXNamespace static method) predict() (tvm.relax.training.Trainer method) (tvm.s_tir.meta_schedule.CostModel method) prefetch() (in module tvm.script.tirx) prelu() (in module tvm.relax.op.nn) (in module tvm.topi.nn) PReluAttrs (class in tvm.relax.op.nn) Prim (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) prim_value() (in module tvm.relax) (in module tvm.script.relax) PrimType (class in tvm.ir) print() (in module tvm.relax.op) (in module tvm.script.relax) print_tuning_statistics() (tvm.s_tir.meta_schedule.TaskScheduler method) PrintAfterAll (class in tvm.ir.transform.instrument) PrintBeforeAll (class in tvm.ir.transform.instrument) PrinterConfig (class in tvm.script.printer) PrintIR() (in module tvm.ir.transform) ProcessSession (class in tvm.runtime.disco) prod() (in module tvm.relax.op) (in module tvm.script.relax) Profiler (class in tvm.s_tir.meta_schedule) ProofStrength (class in tvm.sym) Ptr (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) ptr() (in module tvm.script.tirx) ptr_byte_offset() (in module tvm.script.tirx) (in module tvm.tirx) ptr_to() (tvm.tirx.TensorType method) PtrType (class in tvm.ir) ptxas (tvm.backend.cuda.BackendConfig attribute) PTXNamespace (class in tvm.backend.cuda.ptx) py_module() (in module tvm.script.relax) PyExprMutator (class in tvm.relax) PyExprVisitor (class in tvm.relax) pyfunc() (in module tvm.script.tirx)

Q

quantize() (in module tvm.relax.op) (in module tvm.script.relax) QuantizeAttrs (class in tvm.relax.op)

query() (tvm.s_tir.meta_schedule.Database method) query_ir_module() (tvm.s_tir.meta_schedule.Database method) query_schedule() (tvm.s_tir.meta_schedule.Database method) query_tuning_record() (tvm.s_tir.meta_schedule.Database method)

R

r() (tvm.relax.ExecBuilder method) Ramp (class in tvm.tirx) ramp (in module tvm.script.tirx) randint() (in module tvm.contrib.random) Range (class in tvm.ir) range_() (in module tvm.script.relax) (in module tvm.script.tirx) rate (tvm.relax.op.nn.DropoutAttrs property) RAW (tvm.s_tir.schedule.DepKind attribute) read_specialization_bindings() (in module tvm.script.parser.jit_support) RealizeVDevice() (in module tvm.relax.transform) rearrange() (tvm.tirx.TensorType method) recv() (tvm.support.popen_pool.PopenWorker method) redistribute() (in module tvm.relax.op.distributed) redistribute_replica_to_shard() (in module tvm.relax.op.distributed) (in module tvm.relax.script.ir_builder.distributed) Reduce (class in tvm.te) reduce() (in module tvm.topi.nn) reduce_axis() (in module tvm.te) reduction (tvm.relax.op.nn.NLLLossAttrs property) (tvm.relax.op.ScatterElementsAttrs property) (tvm.relax.op.ScatterNDAttrs property) reflect_pad() (in module tvm.topi.nn) region() (in module tvm.script.tirx) RegionStmt (class in tvm.ir) register_addr() (in module tvm.backend.cuda.ptx) register_dialect() (in module tvm.script) register_error() (in module tvm.error) register_global_func() (in module tvm.contrib.hexagon) register_gradient() (in module tvm.relax.op) register_intrin_lowering() (in module tvm.tirx) register_linker() (in module tvm.contrib.hexagon) register_module_validator() (in module tvm.script) register_mutable_decl() (in module tvm.script.parser.protocol_registry) register_namespace() (in module tvm.script.parser) register_namespace_initializer() (in module tvm.script.parser) register_op_attr() (in module tvm.ir) register_pipeline() (in module tvm.relax) register_scalar_annotation() (in module tvm.script.parser.protocol_registry) register_script_namespace() (in module tvm.script.tirx) register_table() (in module tvm.backend.cuda.ptx) register_tag() (in module tvm.target) (in module tvm.target.tag) reindex() (tvm.s_tir.schedule.Schedule method) reindex_cache_read() (tvm.s_tir.schedule.Schedule method) reindex_cache_write() (tvm.s_tir.schedule.Schedule method) reinfer_type() (in module tvm.ir) reinterpret() (in module tvm.script.tirx) (in module tvm.tirx) relax_dynamo() (in module tvm.relax.frontend.torch) release() (tvm.support.utils.FileLock method) relpath() (tvm.support.utils.TempDirectory method) relu() (in module tvm.relax.op.nn) (in module tvm.topi.nn) relu6() (in module tvm.relax.op.nn) remote_view() (tvm.backend.cuda.lang.MBarrier method) RemoteDevice (class in tvm.rpc) RemoteStream (class in tvm.rpc) RemoteTensor (class in tvm.rpc) remove() (tvm.rpc.RPCSession method) (tvm.support.utils.TempDirectory method) remove_all_unused() (in module tvm.relax.analysis) (tvm.relax.DataflowBlockRewrite method) remove_rv() (tvm.s_tir.schedule.Schedule method) remove_unused() (tvm.relax.DataflowBlockRewrite method) RemoveAssume() (in module tvm.tirx.transform) RemoveNoOp() (in module tvm.tirx.transform) RemoveNoOpConfig (class in tvm.tirx.transform) RemovePurityChecking() (in module tvm.relax.transform) RemoveRedundantReshape (class in tvm.relax.transform) RemoveUnusedOutputs() (in module tvm.relax.transform) RemoveUnusedParameters() (in module tvm.relax.transform) render() (tvm.ir.transform.instrument.PassTimingInstrument static method) renew_def() (in module tvm.tirx) RenormalizeSplitPattern() (in module tvm.tirx.transform) reorder() (tvm.s_tir.schedule.Schedule method) reorder_block_iter_var() (tvm.s_tir.schedule.Schedule method) ReorderPermuteDimsAfterConcat() (in module tvm.relax.transform) ReorderTakeAfterMatmul() (in module tvm.relax.transform) reorg_python() (in module tvm.topi.testing) repeat() (in module tvm.relax.op) (in module tvm.script.relax)

RepeatAttrs (class in tvm.relax.op) repeats (tvm.relax.op.RepeatAttrs property) (tvm.relax.op.TileAttrs property) replace() (tvm.s_tir.schedule.ScheduleState method) replace_all_uses() (tvm.relax.DataflowBlockRewrite method) replica() (tvm.relax.distributed.PlacementSpec static method) replicate_pad() (in module tvm.topi.nn) request() (tvm.rpc.TrackerSession method) request_and_run() (tvm.rpc.TrackerSession method) reset_attr() (tvm.ir.Op method) reshape() (in module tvm.relax.op) (in module tvm.script.relax) resize1d() (in module tvm.topi.image) resize1d_python() (in module tvm.topi.testing) resize2d() (in module tvm.relax.op.image) (in module tvm.topi.image) resize2d_python() (in module tvm.topi.testing) Resize2DAttrs (class in tvm.relax.op.image) resize3d() (in module tvm.relax.op.image) (in module tvm.topi.image) resize3d_python() (in module tvm.topi.testing) resolve_global_info_() (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) resolve_global_info_args() (in module tvm.script.ir_builder) (in module tvm.script.tirx) ret_type (tvm.relax.op.TopKAttrs property) Return (class in tvm.ir) return_() (in module tvm.script.relax) (in module tvm.script.tirx) return_indices (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) reverse_compute_at() (tvm.s_tir.schedule.Schedule method) reverse_compute_inline() (tvm.s_tir.schedule.Schedule method) reverse_sequence() (in module tvm.relax.op) (in module tvm.script.relax) ReverseSequenceAttrs (class in tvm.relax.op) rewrite_simplify() (tvm.sym.Analyzer method) RewriteCUDAGraph() (in module tvm.relax.transform) RewriteDataflowReshape() (in module tvm.relax.transform) rewriter() (in module tvm.script.relax) rfactor() (tvm.s_tir.schedule.Schedule method) right_shift() (in module tvm.relax.op) (in module tvm.script.relax) rms_norm() (in module tvm.relax.op.nn) (in module tvm.topi.nn) rms_norm_python() (in module tvm.topi.testing) RMSNormAttrs (class in tvm.relax.op.nn) rocm() (in module tvm.script.relax) (tvm.rpc.RPCSession method) rocm_link() (in module tvm.support.rocm) roi (tvm.relax.op.image.Resize2DAttrs property) roi_align() (in module tvm.relax.op) (in module tvm.relax.op.vision) roi_align_nchw_python() (in module tvm.topi.testing) roi_align_nhwc_python() (in module tvm.topi.testing) roi_pool() (in module tvm.relax.op) (in module tvm.relax.op.vision) roi_pool_nchw_python() (in module tvm.topi.testing) ROIAlignAttrs (class in tvm.relax.op.vision) ROIPoolAttrs (class in tvm.relax.op.vision) rolling_buffer() (tvm.s_tir.schedule.Schedule method) root_mark() (tvm.s_tir.schedule.StmtSRef static method) round() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) rounding_method (tvm.relax.op.image.Resize2DAttrs property) RPCError RPCSession (class in tvm.rpc) RPCSessionTimeoutError RShift (class in tvm.tirx) rsqrt() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) run() (tvm.s_tir.meta_schedule.Runner method) run_after_pass() (tvm.ir.transform.PassInstrument method) run_before_pass() (tvm.ir.transform.PassInstrument method) run_with_gpu_lock() (in module tvm.testing) RunCodegen() (in module tvm.relax.transform) Runner (class in tvm.s_tir.meta_schedule)

S

same_as() (tvm.ir.GlobalInfo method) (tvm.ir.Type method) sample_categorical() (tvm.s_tir.schedule.Schedule method) sample_compute_location() (tvm.s_tir.schedule.Schedule method) sample_partitioned_tile() (tvm.s_tir.schedule.Schedule method) sample_perfect_tile() (tvm.s_tir.schedule.Schedule method) sample_ratio (tvm.relax.op.vision.ROIAlignAttrs property) save() (tvm.s_tir.meta_schedule.CostModel method) save_function() (tvm.runtime.vm.VirtualMachine method) save_json() (in module tvm.ir) save_param_dict() (in module tvm.runtime.vm) save_param_dict_to_file() (in module tvm.runtime.vm) SBlockInfo (class in tvm.s_tir.dlight) SBlockRV (class in tvm.s_tir.schedule) SBlockScope (class in tvm.s_tir.schedule) scale (tvm.relax.op.nn.AttentionAttrs property) (tvm.relax.op.nn.BatchNormAttrs property) (tvm.relax.op.nn.GroupNormAttrs property) (tvm.relax.op.nn.InstanceNormAttrs property) (tvm.relax.op.nn.LayerNormAttrs property) scale_shift_nchw() (in module tvm.topi.nn) scale_shift_nchwc() (in module tvm.topi.nn) scale_shift_nhwc() (in module tvm.topi.nn) scan() (in module tvm.te) ScanOp (class in tvm.te) ScanopAttrs (class in tvm.relax.op) scatter() (tvm.runtime.disco.Session method) scatter_elements() (in module tvm.relax.op) (in module tvm.script.relax) scatter_from_worker0() (in module tvm.relax.op.ccl) (tvm.runtime.disco.Session method) scatter_nd() (in module tvm.relax.op) (in module tvm.script.relax) ScatterCollectiveAttrs (class in tvm.relax.op.ccl) ScatterElementsAttrs (class in tvm.relax.op) ScatterNDAttrs (class in tvm.relax.op) Schedule (class in tvm.s_tir.schedule) ScheduleDebugMask (class in tvm.s_tir.schedule) ScheduleError ScheduleRule (class in tvm.s_tir.dlight) (class in tvm.s_tir.meta_schedule) ScheduleState (class in tvm.s_tir.schedule) score_index (tvm.relax.op.vision.GetValidCountsAttrs property) (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) score_threshold (tvm.relax.op.vision.GetValidCountsAttrs property) (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) script() (tvm.ir.Scriptable method) (tvm.relax.BasePyModule method) Scriptable (class in tvm.ir) searchsorted_ref() (in module tvm.topi.testing) SearchStrategy (class in tvm.s_tir.meta_schedule) seed() (tvm.s_tir.schedule.Schedule method) Select (class in tvm.tirx) select() (in module tvm.script.relax) (in module tvm.script.tirx) selu() (in module tvm.relax.op.nn) send() (tvm.support.popen_pool.PopenWorker method) seq_axis (tvm.relax.op.ReverseSequenceAttrs property) seq_expr() (in module tvm.script.relax) SeqExpr (class in tvm.relax) SeqStmt (class in tvm.ir) Sequence (class in tvm.topi.nn) sequence_mask() (in module tvm.topi.testing) Sequential (class in tvm.ir.transform) serial() (in module tvm.script.tirx) Server (class in tvm.rpc) Session (class in tvm.runtime.disco) set_attr() (tvm.ir.Op method) set_attrs_type_key() (tvm.ir.Op method) set_input() (tvm.runtime.vm.VirtualMachine method) set_instrument() (tvm.runtime.vm.VirtualMachine method) set_keep_for_debug() (tvm.support.utils.TempDirectory class method) set_maximum_rewrite_steps() (tvm.sym.Analyzer method) set_mutable_cell_() (in module tvm.script.relax) (in module tvm.script.tirx) set_scope() (tvm.s_tir.schedule.Schedule method) set_signature() (tvm.ir.Op method) set_var_remap() (tvm.relax.PyExprMutator method) set_z3_rlimit() (tvm.sym.Analyzer method) set_z3_timeout_ms() (tvm.sym.Analyzer method) setattr_() (in module tvm.script.relax) (in module tvm.script.tirx) setitem_() (in module tvm.script.relax) (in module tvm.script.tirx) SetupTrainer (class in tvm.relax.training) shape (in module tvm.script.relax) Shape() (in module tvm.script.relax) shape_of() (in module tvm.relax.op) (in module tvm.script.relax) shape_to_tensor() (in module tvm.relax.op) (in module tvm.script.relax) ShapeExpr (class in tvm.relax) ShapeType (class in tvm.relax) sharding() (tvm.relax.distributed.PlacementSpec static method) shared_scalar() (in module tvm.script.tirx) shift_left() (in module tvm.script.tirx) (in module tvm.tirx) shift_right() (in module tvm.script.tirx) (in module tvm.tirx) should_run() (tvm.ir.transform.PassInstrument method) show() (tvm.ir.Scriptable method) (tvm.relax.BasePyModule method) (tvm.s_tir.schedule.Schedule method) (tvm.s_tir.schedule.Trace method) Shuffle (class in tvm.tirx) shutdown() (tvm.runtime.disco.Session method) (tvm.support.popen_pool.PopenPoolExecutor method) sigmoid() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) sign() (in module tvm.relax.op) (in module tvm.script.relax) silu() (in module tvm.relax.op.nn) simplified() (tvm.s_tir.schedule.Trace method) simplify() (in module tvm.topi.image) (in module tvm.topi.nn) (tvm.sym.Analyzer method) simulated_dequantize() (in module tvm.topi.nn) simulated_quantize() (in module tvm.topi.nn) sin() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx)

single_point() (tvm.sym.IntSet static method) sinh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) size() (in module tvm.relax.op) (in module tvm.script.relax) SkipAssert() (in module tvm.tirx.transform) slice_axis_python() (in module tvm.topi.testing) slice_scatter() (in module tvm.relax.op) (in module tvm.script.relax) SliceScatterAttrs (class in tvm.relax.op) smem() (in module tvm.script.tirx) SMEMPool (class in tvm.backend.cuda.lang) SocketSession (class in tvm.runtime.disco) soft_nms_sigma (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) softmax() (in module tvm.contrib.cudnn) (in module tvm.relax.op.nn) (in module tvm.topi.nn) softmax_common() (in module tvm.topi.nn) softmax_python() (in module tvm.topi.testing) SoftmaxAttrs (class in tvm.relax.op.nn) softplus() (in module tvm.relax.op.nn) (in module tvm.topi.nn) SoftplusAttrs (class in tvm.relax.op.nn) sort() (in module tvm.relax.op) (in module tvm.script.relax) SortAttrs (class in tvm.relax.op) SourceLoc (class in tvm.ir) SourceName (class in tvm.ir) space_to_batch_nd() (in module tvm.topi.nn) space_to_batch_nd_python() (in module tvm.topi.testing) space_to_depth() (in module tvm.topi.nn) space_to_depth_python() (in module tvm.topi.testing) SpaceGenerator (class in tvm.s_tir.meta_schedule) spatial_scale (tvm.relax.op.vision.ROIAlignAttrs property) (tvm.relax.op.vision.ROIPoolAttrs property) specialize() (tvm.tirx.Function method) SpecializeFunctionBasedOnCallSite() (in module tvm.relax.transform) split() (in module tvm.relax.op) (in module tvm.script.relax) (tvm.s_tir.schedule.Schedule method) SplitAttrs (class in tvm.relax.op) SplitCallTIRByPattern() (in module tvm.relax.transform) SplitHostDevice() (in module tvm.tirx.transform) SplitLayoutRewritePreproc() (in module tvm.relax.transform) sqrt() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) square() (in module tvm.relax.op) (in module tvm.script.relax) squeeze() (in module tvm.relax.op) (in module tvm.script.relax) SqueezeAttrs (class in tvm.relax.op) stack() (in module tvm.relax.op) (in module tvm.script.relax) stack_alloca() (in module tvm.script.tirx) (in module tvm.tirx) stack_make_dltensor() (in module tvm.script.tirx) (in module tvm.tirx) stack_make_shape() (in module tvm.script.tirx) (in module tvm.tirx) StackAttrs (class in tvm.relax.op) StagingExpr (class in tvm.ir) start_checkpoint() (in module tvm.relax.op.grad) state (tvm.s_tir.schedule.Schedule property) static_handle() (in module tvm.script.tirx) StaticPlanBlockMemory() (in module tvm.relax.transform) StatisticalAttrs (class in tvm.relax.op) stats() (tvm.relax.VMExecutable method) StatusKind (class in tvm.support.popen_pool) std() (in module tvm.relax.op) (in module tvm.script.relax) Stmt (class in tvm.ir) stmt (tvm.s_tir.schedule.StmtSRef property) stmt_list() (in module tvm.ir) stmt_seq() (in module tvm.ir) StmtSimplify() (in module tvm.tirx.transform) StmtSRef (class in tvm.s_tir.schedule) stop_lift_params() (in module tvm.relax.op.builtin) (in module tvm.script.relax) storage_align() (tvm.s_tir.schedule.Schedule method) StorageRewrite() (in module tvm.tirx.transform) str (in module tvm.script.relax) stride_h (tvm.topi.nn.Workload attribute) stride_w (tvm.topi.nn.Workload attribute) strided_set_python() (in module tvm.topi.testing) strided_slice() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.topi.nn) strided_slice_python() (in module tvm.topi.testing) StridedSliceAttrs (class in tvm.relax.op) strides (tvm.relax.op.nn.Conv1DAttrs property) (tvm.relax.op.nn.Conv1DTransposeAttrs property) (tvm.relax.op.nn.Conv2DAttrs property) (tvm.relax.op.nn.Conv2DTransposeAttrs property) (tvm.relax.op.nn.Conv3DAttrs property) (tvm.relax.op.nn.Conv3DTransposeAttrs property) (tvm.relax.op.nn.Pool1DAttrs property) (tvm.relax.op.nn.Pool2DAttrs property) (tvm.relax.op.nn.Pool3DAttrs property) String (in module tvm.script.ir_builder) (in module tvm.script.relax) (in module tvm.script.tirx) StringImm (class in tvm.ir) StringType (class in tvm.ir) Sub (class in tvm.tirx) submit() (tvm.support.popen_pool.PopenPoolExecutor method) subscripts (tvm.relax.op.EinsumAttrs property) subspace_divide() (in module tvm.sym) subtract() (in module tvm.relax.op) (in module tvm.script.relax) suggest_layout_transforms() (in module tvm.relax.analysis) sum() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.te) summary() (tvm.rpc.TrackerSession method) sync_worker_0() (tvm.runtime.disco.Session method) system_lib() (tvm.rpc.RPCSession method)

T

T.cuda.tile.apply() built-in function T.cuda.tile.ewise() built-in function T.trn.tile.activation() built-in function T.trn.tile.activation_reduce() built-in function T.trn.tile.affine_select() built-in function T.trn.tile.load() built-in function T.trn.tile.matmul() built-in function T.trn.tile.memset() built-in function T.trn.tile.reciprocal() built-in function T.trn.tile.scalar_tensor_scalar() built-in function T.trn.tile.scalar_tensor_tensor() built-in function T.trn.tile.store() built-in function T.trn.tile.tensor_copy() built-in function T.trn.tile.tensorreduce() built-in function T.trn.tile.tensorscalar() built-in function T.trn.tile.tensorscalar_reduce() built-in function T.trn.tile.tensortensor() built-in function table() (tvm.s_tir.meta_schedule.Profiler method) tag_scope() (in module tvm.te) take() (in module tvm.relax.op) (in module tvm.script.relax) take_backward() (in module tvm.relax.op.grad) TakeAttrs (class in tvm.relax.op) tan() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) tanh() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) tar() (in module tvm.support.tar) Target (class in tvm.target) target() (in module tvm.script.tirx) target_format (tvm.backend.cuda.BackendConfig attribute) (tvm.backend.cuda.compiler.CompilationResult attribute) target_or_current() (tvm.target.Target static method) TargetKind (class in tvm.target) TaskScheduler (class in tvm.s_tir.meta_schedule) TCGen05Bar (class in tvm.backend.cuda.lang) te_grad_kwargs (tvm.relax.op.CallTIRWithGradAttrs property) te_grad_name (tvm.relax.op.CallTIRWithGradAttrs property) tempdir() (in module tvm.support.utils) TempDirectory (class in tvm.support.utils) Tensor (class in tvm.te) (in module tvm.script.tirx) Tensor() (in module tvm.script.relax) tensor() (tvm.rpc.RemoteDevice method) tensor_data_ptr() (in module tvm.script.tirx) (in module tvm.tirx) tensor_indices() (in module tvm.script.tirx) tensor_store() (in module tvm.script.tirx) tensor_to_shape() (in module tvm.relax.op) (in module tvm.script.relax) TensorCacheShardingManager (class in tvm.contrib.tvmjs) tensorize() (tvm.s_tir.schedule.Schedule method) TensorLoad (class in tvm.ir) TensorLoad() (in module tvm.script.tirx) (in module tvm.tirx) TensorMap (in module tvm.script.tirx) TensorMapType (class in tvm.tirx) TensorRegion (class in tvm.ir) (in module tvm.script.relax) TensorRegionType (class in tvm.ir) TensorSlice (class in tvm.te) TensorStore (class in tvm.ir) TensorType (class in tvm.relax) (class in tvm.tirx) terminate() (tvm.rpc.Server method) terminate_self() (in module tvm.testing) terminate_task() (tvm.s_tir.meta_schedule.TaskScheduler method) testing_scope() (tvm.relax.block_builder.BlockBuilder method) TestingScope (class in tvm.relax.block_builder) text_summary() (tvm.rpc.TrackerSession method) texture_spatial_limit() (tvm.rpc.RemoteDevice method) TextureFlatten() (in module tvm.s_tir.backend.adreno.transform) then_() (in module tvm.script.relax) (in module tvm.script.tirx) thread_axis() (in module tvm.te) ThreadedSession (class in tvm.runtime.disco) threshold (tvm.relax.op.nn.SoftplusAttrs property) (tvm.relax.op.vision.MultiboxTransformLocAttrs property) throw_last_error() (in module tvm.script.tirx) (in module tvm.tirx) tile() (in module tvm.relax.op) (in module tvm.script.relax) TileAttrs (class in tvm.relax.op) TileDispatch() (in module tvm.tirx.transform) time_evaluator() (in module tvm.rpc) (tvm.runtime.vm.VirtualMachine method) timeit() (tvm.s_tir.meta_schedule.Profiler static method) tir_vars_in_type() (in module tvm.relax.analysis) TMABar (class in tvm.backend.cuda.lang) tmem() (in module tvm.script.tirx) to_pytorch_func() (in module tvm.contrib.dlpack) to_vdevice() (in module tvm.relax.op) (in module tvm.script.relax) ToMixedPrecision() (in module tvm.relax.transform) ToNonDataflow() (in module tvm.relax.transform) toolchain_version() (in module tvm.contrib.hexagon) top_k (tvm.relax.op.vision.NonMaximumSuppressionAttrs property) topk() (in module tvm.relax.op) (in module tvm.script.relax) TopKAttrs (class in tvm.relax.op) TopologicalSort() (in module tvm.relax.transform) touch_task() (tvm.s_tir.meta_schedule.TaskScheduler method) ToVDeviceAttrs (class in tvm.relax.op) Trace (class in tvm.s_tir.schedule) trace (tvm.s_tir.schedule.Schedule property) TrackerSession (class in tvm.rpc) Trainer (class in tvm.relax.training) training (tvm.relax.op.nn.BatchNormAttrs property) transform_block_layout() (tvm.s_tir.schedule.Schedule method) transform_layout() (tvm.s_tir.schedule.Schedule method) tril() (in module tvm.relax.op) (in module tvm.script.relax) TriluAttrs (class in tvm.relax.op) triu() (in module tvm.relax.op) (in module tvm.script.relax) trunc() (in module tvm.relax.op) (in module tvm.script.relax) (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) truncdiv() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) truncmod() (in module tvm.script.tirx) (in module tvm.te) (in module tvm.tirx) try_compare() (tvm.sym.Analyzer method) try_inline() (in module tvm.s_tir.dlight) try_inline_contiguous_spatial() (in module tvm.s_tir.dlight) tune() (tvm.s_tir.meta_schedule.TaskScheduler method) tune_tasks() (in module tvm.s_tir.meta_schedule) tune_tir() (in module tvm.s_tir.meta_schedule) TuneContext (class in tvm.s_tir.meta_schedule) Tuple (class in tvm.ir) Tuple() (in module tvm.script.relax) tuple() (in module tvm.script.relax) Tuple() (in module tvm.script.tirx) TupleGetItem (class in tvm.ir) TupleType (class in tvm.ir) tvm.backend.cuda.lang.ClusterPersistentScheduler2D (built-in class) tvm.backend.cuda.lang.FlashAttentionLinearScheduler (built-in class) tvm.backend.cuda.ptx module tvm.contrib module tvm.contrib.cblas module tvm.contrib.coreml_runtime module tvm.contrib.cublas module tvm.contrib.cublaslt module tvm.contrib.cudnn module tvm.contrib.cutlass module tvm.contrib.dlpack module

tvm.contrib.dnnl module tvm.contrib.download module tvm.contrib.emcc module tvm.contrib.hexagon module tvm.contrib.hipblas module tvm.contrib.mkl module tvm.contrib.nnpack module tvm.contrib.pickle_memoize module tvm.contrib.random module tvm.contrib.thrust module tvm.contrib.tvmjs module tvm.driver module tvm.error module tvm.exec module tvm.ir module tvm.ir.transform module tvm.ir.transform.instrument module tvm.relax module tvm.relax.analysis module tvm.relax.backend module tvm.relax.block_builder module tvm.relax.distributed module tvm.relax.dpl module tvm.relax.frontend module tvm.relax.frontend.onnx module tvm.relax.frontend.stablehlo module tvm.relax.frontend.tflite 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.vision module tvm.relax.op.vm module tvm.relax.script.ir_builder.distributed module tvm.relax.training module tvm.relax.transform module tvm.relax.transform.legalize_ops module tvm.rpc module tvm.runtime module tvm.runtime.disco module tvm.runtime.vm module tvm.s_tir.analysis module tvm.s_tir.backend module tvm.s_tir.backend.adreno module tvm.s_tir.backend.adreno.pipeline module tvm.s_tir.backend.adreno.transform module tvm.s_tir.dlight module tvm.s_tir.meta_schedule module tvm.s_tir.schedule module tvm.s_tir.tensor_intrin module tvm.script module tvm.script.ir_builder module tvm.script.parser module tvm.script.parser.ir module tvm.script.parser.jit_support module tvm.script.parser.protocol_registry module tvm.script.parser.relax module tvm.script.parser.tirx module tvm.script.printer module tvm.script.relax module tvm.script.tirx module tvm.support module tvm.support.cc module tvm.support.clang module tvm.support.ndk module tvm.support.nvcc module tvm.support.popen_pool module tvm.support.rocm module tvm.support.tar module tvm.support.utils module tvm.support.xcode module tvm.sym module tvm.target module tvm.target.tag module tvm.te module tvm.testing module tvm.tirx module tvm.tirx.analysis.analysis module tvm.tirx.transform module tvm.topi.cpp module tvm.topi.image module tvm.topi.nn module tvm.topi.testing module Type (class in tvm.ir) type_base_check() (in module tvm.relax.analysis) type_lca() (in module tvm.relax.analysis) type_var() (in module tvm.script.relax)

U

udchain() (in module tvm.relax.analysis) unannotate() (tvm.s_tir.schedule.Schedule method) undef() (in module tvm.script.tirx) (in module tvm.tirx) undefined_vars() (in module tvm.tirx.analysis.analysis) uniform() (in module tvm.contrib.random) unique() (in module tvm.relax.op) (in module tvm.script.relax) UnknownLoc (class in tvm.ir) unpack_() (in module tvm.script.relax) (in module tvm.script.tirx) unpack_NCHWc_to_nchw() (in module tvm.topi.nn) unroll() (in module tvm.script.tirx) (tvm.s_tir.schedule.Schedule method) unroll_local_access (tvm.tirx.transform.UnrollLoopConfig property) UnrollLoop() (in module tvm.tirx.transform) UnrollLoopConfig (class in tvm.tirx.transform) unsafe_hide_tensor_access() (tvm.s_tir.schedule.Schedule method)

unsafe_set_dtype() (tvm.s_tir.schedule.Schedule method) untar() (in module tvm.support.tar) update() (tvm.ir.IRModule method) (tvm.relax.training.Trainer method) (tvm.s_tir.meta_schedule.CostModel method) (tvm.sym.Analyzer method) update_current_m_n_idx() (tvm.backend.cuda.lang.FlashAttentionLPTScheduler method) update_func() (tvm.ir.IRModule method) (tvm.relax.block_builder.BlockBuilder method) update_global_info() (tvm.ir.IRModule method) update_single_record() (tvm.contrib.tvmjs.TensorCacheShardingManager method) UpdateParamType() (in module tvm.relax.transform) UpdateVDevice() (in module tvm.relax.transform) upload() (tvm.rpc.RPCSession method) upsampling() (in module tvm.topi.nn) upsampling3d() (in module tvm.topi.nn) upscale_factor (tvm.relax.op.nn.PixelShuffleAttrs property) use_specialization() (in module tvm.script.parser.jit_support) used_vars() (in module tvm.relax.analysis)

V

valid() (tvm.backend.cuda.lang.FlashAttentionLPTScheduler method) validate() (tvm.ir.Call method) value (tvm.script.ir_builder.AlreadyEmitted attribute) values() (tvm.ir.Map method) Var (class in tvm.ir) var() (in module tvm.te) VarBinding (class in tvm.relax) variance() (in module tvm.relax.op) (in module tvm.script.relax) variances (tvm.relax.op.vision.MultiboxTransformLocAttrs property) VDevice (class in tvm.relax) vdevice() (in module tvm.script.relax) vector() (tvm.sym.IntSet static method) vector_combine() (in module tvm.script.tirx) (in module tvm.tirx) vector_high() (in module tvm.script.tirx) (in module tvm.tirx) vector_low() (in module tvm.script.tirx) (in module tvm.tirx) vectorize() (tvm.s_tir.schedule.Schedule method) vectorized() (in module tvm.script.tirx) VectorizeLoop() (in module tvm.tirx.transform) VERIFY_CACHED_FLAGS (tvm.s_tir.schedule.ScheduleDebugMask attribute) verify_gpu_code() (in module tvm.s_tir.analysis) verify_memory() (in module tvm.tirx.analysis.analysis) VERIFY_SREF_TREE (tvm.s_tir.schedule.ScheduleDebugMask attribute) verify_well_formed() (in module tvm.s_tir.analysis) (in module tvm.tirx.analysis.analysis) VerifyMemory() (in module tvm.tirx.transform) view() (in module tvm.relax.op.memory) (tvm.tirx.TensorType method) virtual_machine() (in module tvm.rpc) VirtualMachine (class in tvm.relax) (class in tvm.runtime.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_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_fallback_() (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_generic_const_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_global_var_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_if_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_loc() (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_seq_expr_() (tvm.relax.PyExprMutator method) (tvm.relax.PyExprVisitor method) visit_shape_expr_() (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) VMExecutable (class in tvm.relax) VMInstrumentReturnKind (class in tvm.relax) (class in tvm.runtime.vm) VMShapeLower() (in module tvm.relax.transform) vpi() (in module tvm.script.relax) vscale() (in module tvm.script.tirx) (in module tvm.tirx) vulkan() (in module tvm.script.relax) (tvm.rpc.RPCSession method)

W

WAR (tvm.s_tir.schedule.DepKind attribute) WAW (tvm.s_tir.schedule.DepKind attribute) webgpu() (in module tvm.script.relax) (tvm.rpc.RPCSession method) well_formed() (in module tvm.relax.analysis) where() (in module tvm.relax.op) (in module tvm.script.relax) which() (in module tvm.support.utils) While (class in tvm.ir) while_() (in module tvm.script.relax) (in module tvm.script.tirx) width (tvm.topi.nn.Workload attribute) window_size (tvm.relax.op.nn.AttentionAttrs property) winograd_transform_matrices() (in module tvm.topi.nn) with_at_group_() (in module tvm.script.ir_builder) (in module tvm.script.tirx)

with_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) with_attrs() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) with_body() (tvm.tirx.Function method) with_decision() (tvm.s_tir.schedule.Trace method) with_loc() (tvm.script.ir_builder.IRBuilder method) with_minrpc() (in module tvm.rpc) with_type() (tvm.relax.PyExprMutator method) without_attr() (tvm.ir.BaseFunc method) (tvm.ir.IRModule method) work_on() (tvm.s_tir.schedule.Schedule method) Workload (class in tvm.topi.nn) wrap_param() (in module tvm.relax.op) (in module tvm.script.relax) WrapParamAttrs (class in tvm.relax.op)

X

xaiver_uniform_init_params() (tvm.relax.training.Trainer method)

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

Z

zero_init_params() (tvm.relax.training.Trainer method) zero_init_states() (tvm.relax.training.Trainer method) zeros() (in module tvm.relax.op) (in module tvm.script.relax)

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