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Thanks
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0.9.0
Versions
0.9.0 (main)
v0.8.0
Getting Started
Installing TVM
Contributor Guide
User Guide
User Tutorial
How To Guides
Developer Guide
Developer Tutorial
Developer How-To Guide
Architecture Guide
Design and Architecture
Topic Guides
microTVM: TVM on bare-metal
VTA: Versatile Tensor Accelerator
Reference Guide
Language Reference
Python API
Other APIs
Publications
Index
Table of Contents
Docs
>
Index
Index
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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Y
A
abs() (in module tvm.te)
(in module tvm.tir)
access_ptr() (tvm.tir.Buffer method)
acos() (in module tvm.te)
(in module tvm.tir)
acosh() (in module tvm.te)
(in module tvm.tir)
adaptive_avg_pool1d() (in module tvm.relay.nn)
adaptive_avg_pool2d() (in module tvm.relay.nn)
adaptive_avg_pool3d() (in module tvm.relay.nn)
adaptive_max_pool1d() (in module tvm.relay.nn)
adaptive_max_pool2d() (in module tvm.relay.nn)
adaptive_max_pool3d() (in module tvm.relay.nn)
adaptive_pool() (in module tvm.topi.nn)
adaptive_pool3d() (in module tvm.topi.nn)
Add (class in tvm.tir)
add_argument() (tvm.ir.Op method)
add_flop() (tvm.autotvm.task.space.ConfigSpace method)
add_task() (tvm.autotvm.task.topi_integration.TaskExtractEnv method)
add_type_rel() (tvm.ir.Op method)
add_unit_loop() (tvm.tir.Schedule method)
affine_grid() (in module tvm.relay.image)
(in module tvm.topi.image)
All (tvm.tir.transform.HoistedConditionals attribute)
(tvm.tir.transform.HoistedLetBindings attribute)
all() (in module tvm.te)
(in module tvm.tir)
all_class_non_max_suppression() (in module tvm.relay.vision)
all_dtypes() (in module tvm.relay.analysis)
all_type_vars() (in module tvm.relay.analysis)
all_vars() (in module tvm.relay.analysis)
Allocate (class in tvm.tir)
AllocateConst (class in tvm.tir)
AlterOpLayout() (in module tvm.relay.transform)
AltPattern (class in tvm.relay.dataflow_pattern)
And (class in tvm.tir)
annotate() (tvm.tir.Schedule method)
AnnotatedRegionSet (class in tvm.relay.analysis)
AnnotateEntity (class in tvm.autotvm.task.space)
AnnotateEntryFunc() (in module tvm.tir.transform)
AnnotateSpace (class in tvm.autotvm.task.space)
AnnotateSpans() (in module tvm.relay.transform)
AnnotateTarget() (in module tvm.relay.transform)
Any (class in tvm.tir)
any() (in module tvm.te)
(in module tvm.tir)
api_version (tvm.runtime.Device property)
Apply() (in module tvm.tir.transform)
apply() (tvm.autotvm.task.space.AnnotateEntity method)
(tvm.autotvm.task.space.ReorderEntity method)
(tvm.autotvm.task.space.SplitEntity method)
apply_best() (tvm.auto_scheduler.SearchTask method)
apply_history_best() (in module tvm.autotvm)
apply_steps_from_state() (tvm.auto_scheduler.ComputeDAG method)
ApplyConfig (class in tvm.autotvm.task.dispatcher)
ApplyFixedConfig (class in tvm.autotvm.task.dispatcher)
ApplyGraphBest (class in tvm.autotvm.task.dispatcher)
ApplyHistoryBest (class in tvm.auto_scheduler)
(class in tvm.autotvm.task.dispatcher)
ApplyHistoryBestOrSample (class in tvm.auto_scheduler)
ApplyLayoutTransforms() (in module tvm.tir.transform)
arch (tvm.target.Target property)
args_to_workload() (in module tvm.autotvm.task.task)
arm_cpu() (in module tvm.target)
Array (class in tvm.ir)
array() (in module tvm.contrib.sparse)
(in module tvm.nd)
asin() (in module tvm.te)
(in module tvm.tir)
asinh() (in module tvm.te)
(in module tvm.tir)
asnumpy() (tvm.contrib.sparse.CSRNDArray method)
(tvm.nd.NDArray method)
asobject() (tvm.runtime.ObjectGeneric method)
(tvm.te.TensorSlice method)
assert_structural_equal() (in module tvm.ir)
AssertStmt (class in tvm.tir)
astext() (tvm.ir.Node method)
atan() (in module tvm.te)
(in module tvm.tir)
atan2() (in module tvm.tir)
atanh() (in module tvm.te)
(in module tvm.tir)
AttrPattern (class in tvm.relay.dataflow_pattern)
Attrs (class in tvm.ir)
attrs (tvm.ir.BaseFunc property)
AttrStmt (class in tvm.tir)
auto_schedule() (in module tvm.auto_scheduler)
autotvm_build_func() (in module tvm.micro)
AutoTvmModuleLoader (class in tvm.micro)
avg_pool1d() (in module tvm.relay.nn)
avg_pool2d() (in module tvm.relay.nn)
avg_pool2d_grad() (in module tvm.relay.nn)
avg_pool3d() (in module tvm.relay.nn)
Axis (class in tvm.autotvm.task.space)
axis (tvm.te.HybridOp property)
(tvm.te.Tensor property)
axis() (tvm.autotvm.task.space.ConfigSpace static method)
B
backward_index() (tvm.tir.BijectiveLayout method)
backward_shape() (tvm.tir.BijectiveLayout method)
BackwardFoldScaleAxis() (in module tvm.relay.transform)
BaseExpr (class in tvm.ir)
BaseFunc (class in tvm.ir)
batch_flatten() (in module tvm.relay.nn)
batch_matmul() (in module tvm.contrib.cblas)
(in module tvm.contrib.cublas)
(in module tvm.contrib.rocblas)
(in module tvm.relay.nn)
(in module tvm.topi.nn)
batch_matmul_legalize() (in module tvm.topi.nn)
batch_norm() (in module tvm.relay.nn)
(in module tvm.topi.nn)
batch_to_space_nd() (in module tvm.relay.nn)
(in module tvm.topi.nn)
BatchingOps() (in module tvm.relay.transform)
benchmark() (tvm.contrib.graph_executor.GraphModule method)
BF16CastElimination() (in module tvm.tir.transform)
BF16Legalize() (in module tvm.tir.transform)
BF16Promote() (in module tvm.tir.transform)
BF16TypeLowering() (in module tvm.tir.transform)
bias_add() (in module tvm.relay.nn)
bifrost() (in module tvm.target)
bijective_layout() (in module tvm.tir)
BijectiveLayout (class in tvm.tir)
binarize_pack() (in module tvm.topi.nn)
binary_dense() (in module tvm.topi.nn)
bind() (tvm.te.Stage method)
(tvm.tir.Schedule method)
BindTarget() (in module tvm.tir.transform)
bitpack() (in module tvm.relay.nn)
(in module tvm.topi.nn)
bitserial_conv2d() (in module tvm.relay.nn)
bitserial_conv2d_legalize() (in module tvm.topi.nn)
bitserial_conv2d_nchw() (in module tvm.topi.nn)
bitserial_conv2d_nhwc() (in module tvm.topi.nn)
bitserial_dense() (in module tvm.relay.nn)
(in module tvm.topi.nn)
Block (class in tvm.tir)
blockize() (tvm.tir.Schedule method)
BlockRealize (class in tvm.tir)
BlockScope (class in tvm.tir)
BooleanExpression (tvm.tir.transform.HoistedConditionals attribute)
bound_type_vars() (in module tvm.relay.analysis)
bound_vars() (in module tvm.relay.analysis)
Broadcast (class in tvm.tir)
Buffer (class in tvm.tir)
BufferLoad (class in tvm.tir)
BufferRealize (class in tvm.tir)
BufferRegion (class in tvm.tir)
BufferStore (class in tvm.tir)
build() (in module tvm)
(in module tvm.te.hybrid)
build_config() (in module tvm.relay.transform)
C
Cache (class in tvm.contrib.pickle_memoize)
cache_read() (tvm.te.Schedule method)
(tvm.tir.Schedule method)
cache_write() (tvm.te.Schedule method)
(tvm.tir.Schedule method)
Call (class in tvm.tir)
call_cpacked() (in module tvm.tir)
call_extern() (in module tvm.tir)
call_intrin() (in module tvm.tir)
call_llvm_intrin() (in module tvm.tir)
call_llvm_pure_intrin() (in module tvm.tir)
call_packed() (in module tvm.tir)
call_pure_extern() (in module tvm.tir)
callback() (tvm.relay.dataflow_pattern.DFPatternCallback method)
CallEffectKind (class in tvm.tir)
CallGraph (class in tvm.relay.analysis)
CallingConv (class in tvm.ir)
CallPattern (class in tvm.relay.dataflow_pattern)
calls (tvm.runtime.Report attribute)
canon_multi_target() (tvm.target.Target static method)
canon_multi_target_and_host() (tvm.target.Target static method)
canon_target() (tvm.target.Target static method)
canon_target_and_host() (tvm.target.Target static method)
canon_target_map_and_host() (tvm.target.Target static method)
CanonicalizeCast() (in module tvm.relay.transform)
CanonicalizeOps() (in module tvm.relay.transform)
Cast (class in tvm.tir)
CCacheKey (class in tvm.relay.backend.te_compiler)
CCacheValue (class in tvm.relay.backend.te_compiler)
ceil() (in module tvm.te)
(in module tvm.tir)
ChangeBatch (class in tvm.relay.transform)
ChangeDatatype (class in tvm.relay.frontend)
check_basic_block_normal_form() (in module tvm.relay.analysis)
check_constant() (in module tvm.relay.analysis)
check_grad() (in module tvm.relay.testing)
check_kind() (in module tvm.relay.analysis)
check_workload_key() (tvm.auto_scheduler.RecordReader method)
checked_type (tvm.ir.RelayExpr property)
cl() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
clear() (tvm.relay.backend.te_compiler.TECompiler method)
clear_cache() (tvm.autotvm.task.dispatcher.FallbackContext method)
clear_fallback_cache() (in module tvm.autotvm.task.dispatcher)
close() (tvm.micro.TransportLogger method)
(tvm.rpc.TrackerSession method)
clz() (in module tvm.tir)
codegen() (tvm.relay.backend.graph_executor_codegen.GraphExecutorCodegen method)
(tvm.relay.backend.vm.VMCompiler method)
CombineContextCall() (in module tvm.tir.transform)
CombineParallelBatchMatmul() (in module tvm.relay.transform)
CombineParallelConv2D() (in module tvm.relay.transform)
CombineParallelDense() (in module tvm.relay.transform)
comm_reducer() (in module tvm.te)
(in module tvm.tir)
CommonSubexprElimTIR() (in module tvm.tir.transform)
CommReducer (class in tvm.tir)
CompactBufferAllocation() (in module tvm.tir.transform)
compile() (in module tvm.relay.backend.vm)
compile_coreml() (in module tvm.contrib.xcode)
compile_cuda() (in module tvm.contrib.nvcc)
compile_metal() (in module tvm.contrib.xcode)
compute() (in module tvm.te)
compute_at() (tvm.te.Stage method)
(tvm.tir.Schedule method)
compute_flop() (in module tvm.autotvm.task.task)
compute_inline() (tvm.te.Stage method)
(tvm.tir.Schedule method)
compute_root() (tvm.te.Stage method)
compute_version (tvm.runtime.Device property)
ComputeDAG (class in tvm.auto_scheduler)
ComputeOp (class in tvm.te)
concatenate() (in module tvm.topi.nn)
concrete_shape (tvm.ir.TensorType property)
ConfigEntity (class in tvm.autotvm.task.space)
ConfigSpace (class in tvm.autotvm.task.space)
connect() (in module tvm.rpc)
connect_tracker() (in module tvm.rpc)
const() (in module tvm.relay.image)
(in module tvm.relay.nn)
(in module tvm.runtime)
(in module tvm.te)
Constant (class in tvm.relay.nn)
ConstantMemoryPools (class in tvm.ir)
ConstantPattern (class in tvm.relay.dataflow_pattern)
ConstantPoolInfo (class in tvm.ir)
Constructor (class in tvm.ir)
ConstructorValue (class in tvm.relay.backend.interpreter)
contrib_conv2d_gemm_weight_transform() (in module tvm.relay.nn)
contrib_conv2d_gemm_without_weight_transform() (in module tvm.relay.nn)
contrib_conv2d_nchwc() (in module tvm.relay.nn)
contrib_conv2d_winograd_nnpack_weight_transform() (in module tvm.relay.nn)
contrib_conv2d_winograd_weight_transform() (in module tvm.relay.nn)
contrib_conv2d_winograd_without_weight_transform() (in module tvm.relay.nn)
contrib_conv3d_winograd_weight_transform() (in module tvm.relay.nn)
contrib_conv3d_winograd_without_weight_transform() (in module tvm.relay.nn)
contrib_dense_pack() (in module tvm.relay.nn)
contrib_depthwise_conv2d_nchwc() (in module tvm.relay.nn)
conv() (in module tvm.topi.nn)
conv1d() (in module tvm.relay.nn)
(in module tvm.topi.nn)
conv1d_ncw() (in module tvm.topi.nn)
conv1d_nwc() (in module tvm.topi.nn)
conv1d_transpose() (in module tvm.relay.nn)
conv1d_transpose_ncw() (in module tvm.topi.nn)
conv2d() (in module tvm.relay.nn)
(in module tvm.topi.nn)
conv2d_alter_layout() (in module tvm.topi.nn)
conv2d_backward_weight() (in module tvm.relay.nn)
conv2d_forward() (in module tvm.contrib.miopen)
conv2d_gemm_weight_transform() (in module tvm.topi.nn)
conv2d_hwcn() (in module tvm.topi.nn)
conv2d_infer_layout() (in module tvm.topi.nn)
conv2d_legalize() (in module tvm.topi.nn)
conv2d_nchw() (in module tvm.topi.nn)
conv2d_NCHWc() (in module tvm.topi.nn)
conv2d_NCHWc_int8() (in module tvm.topi.nn)
conv2d_nhwc() (in module tvm.topi.nn)
conv2d_transpose() (in module tvm.relay.nn)
conv2d_transpose_legalize() (in module tvm.topi.nn)
conv2d_transpose_nchw() (in module tvm.topi.nn)
conv2d_transpose_nchw_preprocess() (in module tvm.topi.nn)
conv2d_winograd_nhwc() (in module tvm.topi.nn)
conv2d_winograd_nhwc_without_weight_transform() (in module tvm.topi.nn)
conv2d_winograd_nnpack_weight_transform() (in module tvm.topi.nn)
conv2d_winograd_weight_transform() (in module tvm.topi.nn)
Conv2dToSparse() (in module tvm.relay.transform)
Conv2dToSparse2() (in module tvm.relay.transform)
conv3d() (in module tvm.relay.nn)
conv3d_alter_layout() (in module tvm.topi.nn)
conv3d_ncdhw() (in module tvm.topi.nn)
conv3d_ndhwc() (in module tvm.topi.nn)
conv3d_transpose() (in module tvm.relay.nn)
conv3d_transpose_legalize() (in module tvm.topi.nn)
conv3d_transpose_ncdhw() (in module tvm.topi.nn)
conv3d_transpose_ncdhw_preprocess() (in module tvm.topi.nn)
conv3d_winograd_weight_transform() (in module tvm.topi.nn)
conv_block() (in module tvm.relay.testing.mobilenet)
convert() (in module tvm.runtime)
convert_func() (in module tvm.contrib.dlpack)
convert_to_object() (in module tvm.runtime)
ConvertBlocksToOpaque() (in module tvm.tir.transform)
ConvertForLoopsToSerial() (in module tvm.tir.transform)
ConvertLayout() (in module tvm.relay.transform)
convolution_inference() (in module tvm.contrib.nnpack)
convolution_inference_weight_transform() (in module tvm.contrib.nnpack)
convolution_inference_without_weight_transform() (in module tvm.contrib.nnpack)
CoProcSync() (in module tvm.tir.transform)
copy() (tvm.tir.Schedule method)
copyfrom() (tvm.nd.NDArray method)
copysign() (in module tvm.tir)
copyto() (tvm.nd.NDArray method)
correlation() (in module tvm.relay.nn)
correlation_nchw() (in module tvm.topi.nn)
cos() (in module tvm.te)
(in module tvm.tir)
cosh() (in module tvm.te)
(in module tvm.tir)
count() (in module tvm.relay.testing)
count_layers() (in module tvm.relay.analysis)
count_ops() (in module tvm.relay.testing)
cpu() (in module tvm.relay.analysis)
(in module tvm.runtime)
(tvm.rpc.RPCSession method)
create() (in module tvm.autotvm.task.task)
(in module tvm.contrib.graph_executor)
(in module tvm.target)
create_dylib() (in module tvm.contrib.xcode)
create_executable() (in module tvm.contrib.cc)
create_graph() (tvm.contrib.relay_viz.dot.DotPlotter method)
(tvm.contrib.relay_viz.interface.Plotter method)
(tvm.contrib.relay_viz.terminal.TermPlotter method)
create_group() (tvm.te.Schedule method)
create_llvm() (in module tvm.contrib.clang)
create_local_debug_executor() (in module tvm.micro)
create_local_graph_executor() (in module tvm.micro)
create_measure_batch() (in module tvm.autotvm.measure)
create_prim_func() (in module tvm.te)
create_raw_stream() (tvm.runtime.Device method)
create_schedule() (in module tvm.te)
create_shared() (in module tvm.contrib.cc)
(in module tvm.contrib.ndk)
create_task() (in module tvm.auto_scheduler)
create_tvmjs_wasm() (in module tvm.contrib.emcc)
create_workload() (in module tvm.relay.testing)
crop_and_resize() (in module tvm.relay.image)
(in module tvm.topi.image)
cross_compiler() (in module tvm.contrib.cc)
cross_entropy() (in module tvm.relay.nn)
cross_entropy_with_logits() (in module tvm.relay.nn)
csrmm() (in module tvm.topi.sparse)
csrmv() (in module tvm.topi.sparse)
CSRNDArray (class in tvm.contrib.sparse)
CSRPlaceholderOp (class in tvm.contrib.sparse)
csv() (tvm.runtime.Report method)
cuda() (in module tvm.runtime)
(in module tvm.target)
(tvm.rpc.RPCSession method)
current() (tvm.target.Target static method)
(tvm.te.SpecializedCondition static method)
(tvm.transform.PassContext static method)
D
DataProducer (class in tvm.tir)
DataType (class in tvm.runtime)
DataTypeCode (class in tvm.runtime)
DataTypePattern (class in tvm.relay.dataflow_pattern)
DeadCodeElimination() (in module tvm.relay.transform)
debug_get_output() (tvm.contrib.graph_executor.GraphModule method)
decl_buffer() (in module tvm.tir)
decl_tensor_intrin() (in module tvm.te)
declaration_conv2d_transpose_impl() (in module tvm.topi.nn)
declaration_conv3d_transpose_impl() (in module tvm.topi.nn)
decode() (in module tvm.autotvm.record)
decompose_reduction() (tvm.tir.Schedule method)
deconv2d() (in module tvm.relay.testing.dcgan)
deconv2d_bn_relu() (in module tvm.relay.testing.dcgan)
decorate() (in module tvm.te.hybrid)
DecorateDeviceScope() (in module tvm.tir.transform)
DefaultVizParser (class in tvm.contrib.relay_viz.interface)
define_annotate() (tvm.autotvm.task.space.ConfigSpace method)
define_knob() (tvm.autotvm.task.space.ConfigSpace method)
define_reorder() (tvm.autotvm.task.space.ConfigSpace method)
define_split() (tvm.autotvm.task.space.ConfigSpace method)
deformable_conv2d() (in module tvm.relay.nn)
deformable_conv2d_nchw() (in module tvm.topi.nn)
deformable_conv2d_nhwc() (in module tvm.topi.nn)
Defunctionalization() (in module tvm.relay.transform)
DefuseOps() (in module tvm.relay.transform)
dense() (in module tvm.relay.nn)
(in module tvm.topi.nn)
(in module tvm.topi.sparse)
dense_alter_layout() (in module tvm.topi.nn)
dense_legalize() (in module tvm.topi.nn)
dense_pack() (in module tvm.topi.nn)
DenseToSparse() (in module tvm.relay.transform)
depth_to_space() (in module tvm.relay.nn)
(in module tvm.topi.nn)
depthwise_conv2d_backward_input_nhwc() (in module tvm.topi.nn)
depthwise_conv2d_backward_weight_nhwc() (in module tvm.topi.nn)
depthwise_conv2d_infer_layout() (in module tvm.topi.nn)
depthwise_conv2d_nchw() (in module tvm.topi.nn)
depthwise_conv2d_NCHWc() (in module tvm.topi.nn)
depthwise_conv2d_nhwc() (in module tvm.topi.nn)
deserialize_args() (in module tvm.autotvm.task.task)
detect_feature() (in module tvm.relay.analysis)
Device (class in tvm.runtime)
device (tvm.nd.NDArray property)
device() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
device_metrics (tvm.runtime.Report attribute)
device_name (tvm.runtime.Device property)
DFPattern (class in tvm.relay.dataflow_pattern)
DFPatternCallback (class in tvm.relay.dataflow_pattern)
DiagnosticError
DictAttrs (class in tvm.ir)
dilate() (in module tvm.relay.nn)
(in module tvm.topi.nn)
dilation2d() (in module tvm.relay.image)
dilation2d_nchw() (in module tvm.topi.image)
dilation2d_nhwc() (in module tvm.topi.image)
dilation_h (tvm.topi.nn.Workload property)
dilation_w (tvm.topi.nn.Workload property)
DirectoryCreatedPastAtExit
DispatchContext (class in tvm.auto_scheduler)
(class in tvm.autotvm.task.dispatcher)
Div (class in tvm.tir)
div() (in module tvm.te)
(in module tvm.tir)
dominates() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
DominatorPattern (class in tvm.relay.dataflow_pattern)
DotGraph (class in tvm.contrib.relay_viz.dot)
DotPlotter (class in tvm.contrib.relay_viz.dot)
double_buffer() (tvm.te.Stage method)
download() (tvm.rpc.RPCSession method)
download_linked_module() (tvm.rpc.RPCSession method)
driver_version (tvm.runtime.Device property)
dropout() (in module tvm.relay.nn)
dropout_raw() (in module tvm.relay.nn)
dtype (tvm.nd.NDArray property)
(tvm.te.TensorSlice property)
DynamicToStatic() (in module tvm.relay.transform)
E
edge() (tvm.contrib.relay_viz.dot.DotGraph method)
(tvm.contrib.relay_viz.interface.VizGraph method)
(tvm.contrib.relay_viz.terminal.TermGraph method)
EliminateCommonSubexpr() (in module tvm.relay.transform)
empty() (in module tvm.nd)
EmptyPolicy (class in tvm.auto_scheduler)
enabled() (in module tvm.runtime)
enabled_targets() (in module tvm.relay.testing)
encode() (in module tvm.autotvm.record)
enter_pass_ctx() (tvm.instrument.PassInstrument method)
enter_postproc() (tvm.tir.Schedule method)
entry_func (tvm.runtime.Module property)
env_threads() (tvm.te.Stage method)
EnvFunc (class in tvm.ir)
EQ (class in tvm.tir)
equal_const_int() (in module tvm.topi.nn)
erf() (in module tvm.te)
(in module tvm.tir)
EtaExpand() (in module tvm.relay.transform)
Evaluate (class in tvm.tir)
evaluate() (tvm.relay.backend.interpreter.Executor method)
evolutionary_search() (tvm.auto_scheduler.SketchPolicy method)
Executor (class in tvm.relay.backend.interpreter)
exist (tvm.runtime.Device property)
exit_pass_ctx() (tvm.instrument.PassInstrument method)
exp() (in module tvm.te)
(in module tvm.tir)
exp10() (in module tvm.tir)
exp2() (in module tvm.tir)
export_library() (tvm.runtime.Module method)
export_model_library_format() (in module tvm.micro)
Expr (in module tvm.relay.dataflow_pattern)
(in module tvm.relay.nn)
ExprPattern (class in tvm.relay.dataflow_pattern)
ext_dev() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
extern() (in module tvm.te)
extern_primfunc() (in module tvm.te)
ExternOp (class in tvm.te)
extract_fused_functions() (in module tvm.relay.analysis)
extract_tasks() (in module tvm.auto_scheduler)
ExtractPrimFuncConstants() (in module tvm.tir.transform)
F
factor_of() (tvm.tir.Layout method)
FakeQuantizationToInteger() (in module tvm.relay.transform)
fallback_split() (tvm.autotvm.task.space.FallbackConfigEntity method)
fallback_with_reference_log() (tvm.autotvm.task.space.FallbackConfigEntity method)
FallbackConfigEntity (class in tvm.autotvm.task.space)
FallbackContext (class in tvm.autotvm.task.dispatcher)
fast_softmax() (in module tvm.relay.nn)
(in module tvm.topi.nn)
FastMath() (in module tvm.relay.transform)
Feature (class in tvm.relay.analysis)
fGraph (tvm.relay.analysis.Feature attribute)
fifo_buffer() (in module tvm.relay.nn)
(in module tvm.topi.nn)
FileLock (class in tvm.contrib.utils)
filelock() (in module tvm.contrib.utils)
Filter() (in module tvm.tir.transform)
find_clang() (in module tvm.contrib.clang)
find_cuda_path() (in module tvm.contrib.nvcc)
find_lld() (in module tvm.contrib.rocm)
FirstOrderGradient() (in module tvm.relay.transform)
flatten() (in module tvm.topi.nn)
FlattenAtrousConv() (in module tvm.relay.transform)
FlattenBuffer() (in module tvm.tir.transform)
FlexibleShapeDispatch (class in tvm.relay.transform)
FloatImm (class in tvm.tir)
floor() (in module tvm.te)
(in module tvm.tir)
FloorDiv (class in tvm.tir)
floordiv() (in module tvm.te)
(in module tvm.tir)
FloorMod (class in tvm.tir)
floormod() (in module tvm.te)
(in module tvm.tir)
FlopCalculationError
fMatch (tvm.relay.analysis.Feature attribute)
fmod() (in module tvm.te)
(in module tvm.tir)
FoldConstant() (in module tvm.relay.transform)
FoldConstantExpr() (in module tvm.relay.transform)
FoldExplicitPadding() (in module tvm.relay.transform)
FoldScaleAxis() (in module tvm.relay.transform)
For (class in tvm.tir)
fork_seed() (tvm.tir.Schedule method)
ForKind (class in tvm.tir)
format (tvm.runtime.Module property)
forward_index() (tvm.tir.BijectiveLayout method)
forward_shape() (tvm.tir.BijectiveLayout method)
ForwardFoldScaleAxis() (in module tvm.relay.transform)
free_raw_stream() (tvm.runtime.Device method)
free_type_vars() (in module tvm.relay.analysis)
free_vars() (in module tvm.relay.analysis)
from_caffe() (in module tvm.relay.frontend)
from_caffe2() (in module tvm.relay.frontend)
from_coreml() (in module tvm.relay.frontend)
from_darknet() (in module tvm.relay.frontend)
from_expr() (tvm.ir.IRModule static method)
from_func() (tvm.tir.IndexMap static method)
from_func_with_separators() (tvm.tir.IndexMap static method)
from_json() (tvm.runtime.Report class method)
from_json_dict() (tvm.autotvm.task.space.ConfigEntity static method)
from_keras() (in module tvm.relay.frontend)
from_min_extent() (tvm.ir.Range static method)
from_mxnet() (in module tvm.relay.frontend)
from_oneflow() (in module tvm.relay.frontend)
from_onnx() (in module tvm.relay.frontend)
from_paddle() (in module tvm.relay.frontend)
from_pytorch() (in module tvm.relay.frontend)
from_tensorflow() (in module tvm.relay.frontend)
from_tflite() (in module tvm.relay.frontend)
fully_connected_inference() (in module tvm.contrib.nnpack)
function_pass() (in module tvm.relay.transform)
FunctionPass (class in tvm.relay.transform)
FunctionPattern (class in tvm.relay.dataflow_pattern)
FuncType (class in tvm.ir)
fuse() (tvm.te.Stage method)
(tvm.tir.Schedule method)
FuseOps() (in module tvm.relay.transform)
G
GATuner (class in tvm.autotvm.tuner)
GE (class in tvm.tir)
generate_project() (in module tvm.micro)
(tvm.micro.TemplateProject method)
generate_project_from_mlf() (tvm.micro.TemplateProject method)
generate_sketches() (tvm.auto_scheduler.SketchPolicy method)
GeneratedProject (class in tvm.micro)
generic_func() (in module tvm.target)
GenericFunc (class in tvm.target)
get() (in module tvm.relay.backend.te_compiler)
(in module tvm.relay.dataflow_pattern)
(tvm.autotvm.task.space.ConfigSpace method)
(tvm.autotvm.task.topi_integration.TaskExtractEnv static method)
(tvm.ir.EnvFunc static method)
(tvm.ir.Map method)
(tvm.ir.Op static method)
(tvm.tir.Schedule method)
(tvm.tir.TensorIntrin static method)
get_1d_indices() (in module tvm.topi.image)
get_1d_pixel() (in module tvm.topi.image)
get_2d_indices() (in module tvm.topi.image)
get_2d_pixel() (in module tvm.topi.image)
get_3d_indices() (in module tvm.topi.image)
get_3d_pixel() (in module tvm.topi.image)
get_attr() (tvm.ir.IRModule method)
(tvm.ir.Op method)
get_block() (tvm.tir.Schedule method)
get_block_scope() (tvm.tir.ScheduleState method)
get_calibration_data() (in module tvm.relay.analysis)
get_cc() (in module tvm.contrib.cc)
get_child_blocks() (tvm.tir.Schedule method)
get_classifier() (in module tvm.relay.testing.vgg)
get_closest_index() (in module tvm.topi.image)
get_config() (in module tvm.autotvm.task.task)
get_const_int() (in module tvm.topi.nn)
get_const_tuple() (in module tvm.topi.nn)
get_constructor() (tvm.ir.IRModule method)
get_consumers() (tvm.tir.Schedule method)
get_ctor() (tvm.relay.testing.Prelude method)
get_ctor_static() (tvm.relay.testing.Prelude method)
get_cuda_version() (in module tvm.contrib.nvcc)
get_deps_by_dst() (tvm.tir.BlockScope method)
get_deps_by_src() (tvm.tir.BlockScope method)
get_device() (in module tvm.contrib.graph_executor)
get_exec() (tvm.relay.backend.vm.VMCompiler method)
get_factors() (in module tvm.autotvm.task.space)
get_feature() (in module tvm.relay.testing.vgg)
get_flatten_feature() (tvm.autotvm.task.space.ConfigEntity method)
get_flattened_buffer() (tvm.tir.Buffer method)
get_function() (tvm.rpc.RPCSession method)
(tvm.runtime.Module method)
get_global_type_var() (tvm.ir.IRModule method)
get_global_type_vars() (tvm.ir.IRModule method)
get_global_var() (tvm.ir.IRModule method)
(tvm.relay.testing.Prelude method)
get_global_var_static() (tvm.relay.testing.Prelude method)
get_global_vars() (tvm.ir.IRModule method)
get_init_state() (tvm.auto_scheduler.ComputeDAG method)
get_input() (tvm.contrib.graph_executor.GraphModule method)
get_input_index() (tvm.contrib.graph_executor.GraphModule method)
get_input_info() (tvm.contrib.graph_executor.GraphModule method)
get_int() (tvm.ir.Attrs method)
get_int_tuple() (tvm.ir.Attrs method)
get_inx() (in module tvm.topi.image)
get_kind_attr() (tvm.target.Target method)
get_loops() (tvm.tir.Schedule method)
get_microtvm_template_projects() (in module tvm.micro)
get_name() (tvm.relay.testing.Prelude method)
get_name_static() (tvm.relay.testing.Prelude method)
get_native_generic_func() (in module tvm.target)
get_net() (in module tvm.relay.testing.dcgan)
(in module tvm.relay.testing.inception_v3)
(in module tvm.relay.testing.lstm)
(in module tvm.relay.testing.mlp)
(in module tvm.relay.testing.resnet)
(in module tvm.relay.testing.squeezenet)
(in module tvm.relay.testing.vgg)
get_node_edges() (tvm.contrib.relay_viz.interface.DefaultVizParser method)
(tvm.contrib.relay_viz.interface.VizParser method)
(tvm.contrib.relay_viz.terminal.TermVizParser method)
get_num_inputs() (tvm.contrib.graph_executor.GraphModule method)
get_num_output() (tvm.autotvm.task.space.AnnotateSpace static method)
(tvm.autotvm.task.space.OtherOptionSpace static method)
(tvm.autotvm.task.space.ReorderSpace static method)
(tvm.autotvm.task.space.SplitSpace static method)
(tvm.autotvm.task.space.TransformSpace static method)
(tvm.autotvm.task.space.VirtualAxis static method)
get_num_outputs() (tvm.contrib.graph_executor.GraphModule method)
get_other_option() (tvm.autotvm.task.space.ConfigEntity method)
get_output() (tvm.contrib.graph_executor.GraphModule method)
get_packed_func() (tvm.target.GenericFunc method)
get_pad_tuple() (in module tvm.topi.image)
(in module tvm.topi.nn)
get_pad_tuple1d() (in module tvm.relay.nn)
(in module tvm.topi.nn)
get_pad_tuple2d() (in module tvm.relay.nn)
get_pad_tuple3d() (in module tvm.relay.nn)
(in module tvm.topi.nn)
get_pad_tuple_generic() (in module tvm.topi.nn)
get_params() (tvm.relay.backend.vm.VMCompiler method)
get_pow2s() (in module tvm.autotvm.task.space)
get_producers() (tvm.tir.Schedule method)
get_region() (tvm.relay.analysis.AnnotatedRegionSet method)
get_shape() (in module tvm.relay.backend.te_compiler)
get_shape_from_rewritten_layout() (in module tvm.auto_scheduler)
get_source() (tvm.runtime.Module method)
get_sref() (tvm.tir.Schedule method)
(tvm.tir.ScheduleState method)
get_standalone_crt_dir() (in module tvm.micro)
get_str() (tvm.ir.Attrs method)
get_target_by_dump_machine() (in module tvm.contrib.cc)
get_target_compute_version() (in module tvm.contrib.nvcc)
get_target_default() (tvm.auto_scheduler.LayoutRewriteOption static method)
get_tasks() (tvm.autotvm.task.topi_integration.TaskExtractEnv method)
get_tensor_ctor_static() (tvm.relay.testing.Prelude method)
get_total_mac_number() (in module tvm.relay.analysis)
get_type() (tvm.relay.testing.Prelude method)
get_type_static() (tvm.relay.testing.Prelude method)
get_valid_counts() (in module tvm.relay.vision)
get_valid_implementations() (in module tvm.relay.backend.te_compiler)
get_workload() (in module tvm.autotvm.task.topi_integration)
(in module tvm.relay.testing.dcgan)
(in module tvm.relay.testing.densenet)
(in module tvm.relay.testing.inception_v3)
(in module tvm.relay.testing.lstm)
(in module tvm.relay.testing.mlp)
(in module tvm.relay.testing.mobilenet)
(in module tvm.relay.testing.resnet)
(in module tvm.relay.testing.squeezenet)
(in module tvm.relay.testing.vgg)
get_workload_entry() (tvm.auto_scheduler.ApplyHistoryBest static method)
global_avg_pool1d() (in module tvm.relay.nn)
global_avg_pool2d() (in module tvm.relay.nn)
global_avg_pool3d() (in module tvm.relay.nn)
global_call_count() (tvm.relay.analysis.CallGraph method)
global_max_pool1d() (in module tvm.relay.nn)
global_max_pool2d() (in module tvm.relay.nn)
global_max_pool3d() (in module tvm.relay.nn)
global_pool() (in module tvm.topi.nn)
GlobalTypeVar (class in tvm.ir)
GlobalVar (class in tvm.ir)
gpu() (in module tvm.runtime)
gradient() (in module tvm.relay.testing)
(in module tvm.relay.transform)
(in module tvm.te)
GraphExecutorCodegen (class in tvm.relay.backend.graph_executor_codegen)
GraphModule (class in tvm.contrib.graph_executor)
grid_sample() (in module tvm.relay.image)
(in module tvm.topi.image)
GridSearchTuner (class in tvm.autotvm.tuner)
group_conv1d_ncw() (in module tvm.topi.nn)
group_conv1d_nwc() (in module tvm.topi.nn)
group_conv2d_nchw() (in module tvm.topi.nn)
group_conv2d_nhwc() (in module tvm.topi.nn)
group_conv2d_transpose_nchw() (in module tvm.topi.nn)
group_norm() (in module tvm.relay.nn)
GT (class in tvm.tir)
H
HardwareParams (class in tvm.auto_scheduler)
has_attr() (in module tvm.relay.dataflow_pattern)
(tvm.ir.Op method)
(tvm.relay.dataflow_pattern.DFPattern method)
has_dtype() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
has_next() (tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
has_shape() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
has_type() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
have_bf16() (in module tvm.contrib.nvcc)
have_cudagraph() (in module tvm.contrib.nvcc)
have_fp16() (in module tvm.contrib.nvcc)
have_int8() (in module tvm.contrib.nvcc)
have_tensorcore() (in module tvm.contrib.nvcc)
height (tvm.topi.nn.Workload property)
hexagon() (in module tvm.target)
(tvm.rpc.RPCSession method)
HoistedConditionals (class in tvm.tir.transform)
HoistedLetBindings (class in tvm.tir.transform)
HoistExpression() (in module tvm.tir.transform)
HoistIfThenElse() (in module tvm.tir.transform)
HybridModule (class in tvm.te.hybrid)
HybridOp (class in tvm.te)
hypot() (in module tvm.tir)
I
if_then_else() (in module tvm.te)
(in module tvm.tir)
IfElseExpr (tvm.tir.transform.HoistedConditionals attribute)
IfElseStmt (tvm.tir.transform.HoistedConditionals attribute)
IfPattern (class in tvm.relay.dataflow_pattern)
IfThenElse (class in tvm.tir)
implements_function() (tvm.runtime.Module method)
import_module() (tvm.runtime.Module method)
imported_modules (tvm.runtime.Module property)
in_dtype (tvm.topi.nn.Workload property)
in_filter (tvm.topi.nn.Workload property)
IncompleteType (class in tvm.ir)
index (tvm.autotvm.task.space.Axis property)
index_of() (tvm.tir.Layout method)
indexdiv() (in module tvm.te)
(in module tvm.tir)
IndexMap (class in tvm.tir)
indexmod() (in module tvm.te)
(in module tvm.tir)
infer_bound_from_state() (tvm.auto_scheduler.ComputeDAG method)
InferFragment() (in module tvm.tir.transform)
InferType() (in module tvm.relay.transform)
InferTypeLocal() (in module tvm.relay.transform)
info (tvm.transform.Pass property)
InjectCopyIntrin() (in module tvm.tir.transform)
InjectDoubleBuffer() (in module tvm.tir.transform)
InjectPrefetch() (in module tvm.tir.transform)
InjectPTXAsyncCopy() (in module tvm.tir.transform)
InjectRollingBuffer() (in module tvm.tir.transform)
InjectSoftwarePipeline() (in module tvm.tir.transform)
InjectVirtualThread() (in module tvm.tir.transform)
Inline() (in module tvm.relay.transform)
inline_mark() (tvm.tir.StmtSRef static method)
InlineCompilerFunctionsBoundTo() (in module tvm.relay.transform)
instance_norm() (in module tvm.relay.nn)
instantiate() (tvm.autotvm.task.task.Task method)
InstantiationError
InstrumentBoundCheckers() (in module tvm.tir.transform)
intel_graphics() (in module tvm.target)
InternalError
Interpreter (class in tvm.relay.backend.interpreter)
IntImm (class in tvm.tir)
inverse() (tvm.tir.IndexMap method)
ir_transform() (in module tvm.tir.stmt_functor)
IRModule (class in tvm.ir)
is_auto_scheduler_enabled() (in module tvm.auto_scheduler)
is_available() (in module tvm.contrib.nnpack)
is_constant() (in module tvm.relay.dataflow_pattern)
is_dso_exportable (tvm.runtime.Module property)
is_equivalent_to() (tvm.tir.IndexMap method)
is_expr() (in module tvm.relay.dataflow_pattern)
is_if() (in module tvm.relay.dataflow_pattern)
is_let() (in module tvm.relay.dataflow_pattern)
is_op() (in module tvm.relay.dataflow_pattern)
is_recursive() (tvm.relay.analysis.CallGraph method)
is_source_path() (in module tvm.contrib.utils)
is_tuple() (in module tvm.relay.dataflow_pattern)
is_tuple_get_item() (in module tvm.relay.dataflow_pattern)
is_var() (in module tvm.relay.dataflow_pattern)
isfinite() (in module tvm.te)
(in module tvm.tir)
isinf() (in module tvm.te)
(in module tvm.tir)
isnan() (in module tvm.te)
(in module tvm.tir)
items() (tvm.ir.DictAttrs method)
(tvm.ir.Map method)
(tvm.relay.backend.te_compiler.TECompiler method)
IterVar (class in tvm.tir)
J
jit() (tvm.relay.backend.te_compiler.TECompiler method)
json() (tvm.runtime.Report method)
K
kernel_h (tvm.topi.nn.Workload property)
kernel_w (tvm.topi.nn.Workload property)
keys() (tvm.ir.Attrs method)
(tvm.ir.DictAttrs method)
L
l2_normalize() (in module tvm.relay.nn)
LambdaLift() (in module tvm.relay.transform)
layer_norm() (in module tvm.relay.nn)
Layout (class in tvm.tir)
layout() (in module tvm.tir)
layout_transform() (in module tvm.topi.nn)
LayoutConfig (class in tvm.relay.transform)
LayoutRewriteOption (class in tvm.auto_scheduler)
LazyGradientInit() (in module tvm.relay.transform)
ldexp() (in module tvm.tir)
LE (class in tvm.tir)
leaky_relu() (in module tvm.relay.nn)
(in module tvm.topi.nn)
Legalize() (in module tvm.relay.transform)
LegalizePackedCalls() (in module tvm.tir.transform)
Let (class in tvm.tir)
LetExpr (tvm.tir.transform.HoistedLetBindings attribute)
LetPattern (class in tvm.relay.dataflow_pattern)
LetStmt (class in tvm.tir)
(tvm.tir.transform.HoistedLetBindings attribute)
LiftAttrScope() (in module tvm.tir.transform)
list_configs() (tvm.transform.PassContext static method)
list_fake_quantized_op_freqs() (in module tvm.relay.analysis)
list_field_info() (tvm.ir.Attrs method)
list_kinds() (tvm.target.Target static method)
list_op_freqs() (in module tvm.relay.analysis)
list_op_names() (tvm.ir.Op static method)
list_tags() (in module tvm.target)
listdir() (tvm.contrib.utils.TempDirectory method)
Load (class in tvm.tir)
load() (tvm.auto_scheduler.ApplyHistoryBest method)
(tvm.auto_scheduler.XGBModel method)
(tvm.autotvm.task.dispatcher.ApplyHistoryBest method)
(tvm.te.hybrid.HybridModule method)
load_best_record() (in module tvm.auto_scheduler)
load_from_file() (in module tvm.autotvm.record)
load_history() (tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
load_json() (in module tvm.ir)
load_module() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
load_param_dict() (in module tvm.runtime)
load_params() (tvm.contrib.graph_executor.GraphModule method)
load_prelude() (tvm.relay.testing.Prelude method)
load_records() (in module tvm.auto_scheduler)
load_static_library() (in module tvm.runtime)
LocalBuilder (class in tvm.auto_scheduler)
(class in tvm.autotvm.measure.measure_methods)
LocalRPCMeasureContext (class in tvm.auto_scheduler)
LocalRunner (class in tvm.auto_scheduler)
(class in tvm.autotvm.measure.measure_methods)
LocalSession (class in tvm.rpc)
log() (in module tvm.te)
(in module tvm.tir)
log10() (in module tvm.te)
(in module tvm.tir)
log1p() (in module tvm.tir)
log2() (in module tvm.te)
(in module tvm.tir)
log_softmax() (in module tvm.contrib.miopen)
(in module tvm.relay.nn)
(in module tvm.topi.nn)
log_to_database() (in module tvm.autotvm.tuner.callback)
log_to_file() (in module tvm.autotvm.tuner.callback)
LoopPartition() (in module tvm.tir.transform)
lower() (in module tvm)
(tvm.relay.backend.te_compiler.TECompiler method)
(tvm.relay.backend.vm.VMCompiler method)
LowerCrossThreadReduction() (in module tvm.tir.transform)
LowerCustomDatatypes() (in module tvm.tir.transform)
LowerDeviceStorageAccessInfo() (in module tvm.tir.transform)
LoweredOutput (class in tvm.relay.backend.te_compiler)
LowerInitBlock() (in module tvm.tir.transform)
LowerIntrin() (in module tvm.tir.transform)
LowerMatchBuffer() (in module tvm.tir.transform)
LowerThreadAllreduce() (in module tvm.tir.transform)
LowerTVMBuiltin() (in module tvm.tir.transform)
LowerWarpMemory() (in module tvm.tir.transform)
lrn() (in module tvm.relay.nn)
(in module tvm.topi.nn)
lstm() (in module tvm.topi.nn)
lstm_cell() (in module tvm.relay.testing.lstm)
LT (class in tvm.tir)
M
make_compilation_config() (in module tvm.target)
make_nat_expr() (in module tvm.relay.testing)
make_nat_value() (in module tvm.relay.testing)
make_node() (in module tvm.ir)
(in module tvm.relay.dataflow_pattern)
make_workload_key() (in module tvm.auto_scheduler)
MakePackedAPI() (in module tvm.tir.transform)
MakeUnpackedAPI() (in module tvm.tir.transform)
mali() (in module tvm.target)
ManifestLifetimes() (in module tvm.relay.transform)
Map (class in tvm.ir)
map_indices() (tvm.tir.IndexMap method)
map_shape() (tvm.tir.IndexMap method)
MarkCompilerFunctionsAsExtern() (in module tvm.relay.transform)
match() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
MatchBufferRegion (class in tvm.tir)
matmul() (in module tvm.contrib.cblas)
(in module tvm.contrib.cublas)
(in module tvm.contrib.rocblas)
(in module tvm.relay.nn)
(in module tvm.topi.nn)
matmul_legalize() (in module tvm.topi.nn)
mattr (tvm.target.Target property)
Max (class in tvm.tir)
max() (in module tvm.te)
(in module tvm.tir)
max_clock_rate (tvm.runtime.Device property)
max_num_threads (tvm.target.Target property)
max_pool1d() (in module tvm.relay.nn)
max_pool2d() (in module tvm.relay.nn)
max_pool2d_grad() (in module tvm.relay.nn)
max_pool3d() (in module tvm.relay.nn)
max_shared_memory_per_block (tvm.runtime.Device property)
max_thread_dimensions (tvm.runtime.Device property)
max_threads_per_block (tvm.runtime.Device property)
max_value() (in module tvm.te)
(in module tvm.tir)
mcpu (tvm.target.Target property)
measure_option() (in module tvm.autotvm.measure)
measure_str_key() (in module tvm.autotvm.record)
MeasureInput (class in tvm.auto_scheduler)
(class in tvm.autotvm.measure)
MeasureResult (class in tvm.auto_scheduler)
(class in tvm.autotvm.measure)
memoize() (in module tvm.contrib.pickle_memoize)
MergeCompilerRegions() (in module tvm.relay.transform)
MergeComposite() (in module tvm.relay.transform)
MergeDynamicSharedMemoryAllocations() (in module tvm.tir.transform)
metal() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
Min (class in tvm.tir)
min() (in module tvm.te)
(in module tvm.tir)
min_value() (in module tvm.te)
(in module tvm.tir)
mirror_pad() (in module tvm.relay.nn)
(in module tvm.topi.nn)
MissingTask (class in tvm.autotvm.task.task)
mobile_net() (in module tvm.relay.testing.mobilenet)
Mod (class in tvm.tir)
mod (tvm.tir.Schedule property)
model (tvm.target.Target property)
module
tvm.auto_scheduler
tvm.autotvm
tvm.autotvm.measure.measure
tvm.autotvm.record
tvm.autotvm.task
tvm.autotvm.task.dispatcher
tvm.autotvm.task.space
tvm.autotvm.task.task
tvm.autotvm.task.topi_integration
tvm.autotvm.tuner
tvm.autotvm.tuner.callback
tvm.contrib
tvm.contrib.cblas
tvm.contrib.cc
tvm.contrib.clang
tvm.contrib.cublas
tvm.contrib.dlpack
tvm.contrib.emcc
tvm.contrib.graph_executor
tvm.contrib.miopen
tvm.contrib.mxnet
tvm.contrib.ndk
tvm.contrib.nnpack
tvm.contrib.nvcc
tvm.contrib.pickle_memoize
tvm.contrib.random
tvm.contrib.relay_viz
tvm.contrib.relay_viz.dot
tvm.contrib.relay_viz.interface
tvm.contrib.relay_viz.terminal
tvm.contrib.rocblas
tvm.contrib.rocm
tvm.contrib.sparse
tvm.contrib.spirv
tvm.contrib.tar
tvm.contrib.utils
tvm.contrib.xcode
tvm.driver
tvm.error
tvm.instrument
tvm.ir
tvm.micro
tvm.relay.analysis
tvm.relay.backend
tvm.relay.backend.graph_executor_codegen
tvm.relay.backend.interpreter
tvm.relay.backend.te_compiler
tvm.relay.backend.vm
tvm.relay.dataflow_pattern
tvm.relay.frontend
tvm.relay.image
tvm.relay.nn
tvm.relay.testing
tvm.relay.testing.dcgan
tvm.relay.testing.densenet
tvm.relay.testing.inception_v3
tvm.relay.testing.lstm
tvm.relay.testing.mlp
tvm.relay.testing.mobilenet
tvm.relay.testing.resnet
tvm.relay.testing.squeezenet
tvm.relay.testing.vgg
tvm.relay.transform
tvm.relay.vision
tvm.rpc
tvm.runtime
tvm.runtime.ndarray
tvm.target
tvm.te
tvm.te.hybrid
tvm.tir
tvm.tir.stmt_functor
tvm.tir.transform
tvm.topi.image
tvm.topi.nn
tvm.topi.sparse
tvm.transform
Module (class in tvm.runtime)
module (tvm.contrib.graph_executor.GraphModule attribute)
(tvm.relay.analysis.CallGraph property)
module_pass() (in module tvm.transform)
ModulePass (class in tvm.transform)
Monitor (class in tvm.autotvm.tuner.callback)
mtl() (in module tvm.runtime)
Mul (class in tvm.tir)
multi_processor_count (tvm.runtime.Device property)
multibox_prior() (in module tvm.relay.vision)
multibox_transform_loc() (in module tvm.relay.vision)
N
namedtuple() (in module tvm.topi.nn)
NarrowDataType() (in module tvm.tir.transform)
nchw_pack_layout() (in module tvm.topi.image)
nchw_xc_layout() (in module tvm.topi.image)
NDArray (class in tvm.nd)
ndim (tvm.te.Tensor property)
NE (class in tvm.tir)
nearbyint() (in module tvm.te)
(in module tvm.tir)
Never (tvm.tir.transform.HoistedConditionals attribute)
(tvm.tir.transform.HoistedLetBindings attribute)
next_batch() (tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
nextafter() (in module tvm.tir)
nll_loss() (in module tvm.relay.nn)
(in module tvm.topi.nn)
Node (class in tvm.ir)
node() (tvm.contrib.relay_viz.dot.DotGraph method)
(tvm.contrib.relay_viz.interface.VizGraph method)
(tvm.contrib.relay_viz.terminal.TermGraph method)
non_max_suppression() (in module tvm.relay.vision)
non_surjective_inverse() (tvm.tir.IndexMap method)
normal() (in module tvm.contrib.random)
normalize() (tvm.te.Schedule method)
Not (class in tvm.tir)
num_threads() (in module tvm.runtime)
numpy() (tvm.contrib.sparse.CSRNDArray method)
(tvm.nd.NDArray method)
O
Object (class in tvm.runtime)
ObjectGeneric (class in tvm.runtime)
offset_of() (tvm.tir.Buffer method)
Op (class in tvm.ir)
op (tvm.te.Tensor property)
OpAttributeInvalid
OpAttributeRequired
OpAttributeUnImplemented
open() (tvm.micro.TransportLogger method)
opencl() (in module tvm.runtime)
OpError
OpNotImplemented
optimize() (in module tvm.contrib.spirv)
(tvm.relay.backend.vm.VMCompiler method)
optional() (tvm.relay.dataflow_pattern.DFPattern method)
options (tvm.target.TargetKind property)
options_from_name() (tvm.target.TargetKind static method)
Or (class in tvm.tir)
OtherOptionEntity (class in tvm.autotvm.task.space)
OtherOptionSpace (class in tvm.autotvm.task.space)
out_dtype (tvm.topi.nn.Workload property)
out_filter (tvm.topi.nn.Workload property)
OutlineCompilerFunctionsWithExistingGlobalSymbols() (in module tvm.relay.transform)
override_instruments() (tvm.transform.PassContext method)
override_native_generic_func() (in module tvm.target)
P
PackedFunc (class in tvm.runtime)
pad() (in module tvm.relay.nn)
(in module tvm.topi.image)
(in module tvm.topi.nn)
padb (tvm.topi.nn.Workload property)
padl (tvm.topi.nn.Workload property)
padr (tvm.topi.nn.Workload property)
padt (tvm.topi.nn.Workload property)
parallel() (tvm.te.Stage method)
(tvm.tir.Schedule method)
parent (tvm.tir.StmtSRef property)
parse_compute_version() (in module tvm.contrib.nvcc)
PartialEvaluate() (in module tvm.relay.transform)
partition() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPattern method)
PartitionGraph() (in module tvm.relay.transform)
Pass (class in tvm.transform)
pass_instrument() (in module tvm.instrument)
PassContext (class in tvm.transform)
PassInfo (class in tvm.transform)
PassInstrument (class in tvm.instrument)
PassTimingInstrument (class in tvm.instrument)
pick_best() (in module tvm.autotvm.record)
placeholder() (in module tvm.contrib.sparse)
(in module tvm.te)
PlaceholderOp (class in tvm.te)
PlanAndUpdateBufferAllocationLocation() (in module tvm.tir.transform)
PlanDevices() (in module tvm.relay.transform)
Plotter (class in tvm.contrib.relay_viz.interface)
PointerType (class in tvm.ir)
pool1d() (in module tvm.topi.nn)
pool2d() (in module tvm.topi.nn)
pool3d() (in module tvm.topi.nn)
pool_grad() (in module tvm.topi.nn)
PoolInfo (class in tvm.ir)
PoolInfoProperties (class in tvm.ir)
popcount() (in module tvm.te)
(in module tvm.tir)
PopenSession (class in tvm.rpc)
post_order_visit() (in module tvm.relay.analysis)
(in module tvm.tir.stmt_functor)
power() (in module tvm.te)
(in module tvm.tir)
pragma() (tvm.te.Stage method)
pre_order_visit() (in module tvm.tir.stmt_functor)
predict() (tvm.auto_scheduler.RandomModel method)
(tvm.auto_scheduler.XGBModel method)
predict_stages() (tvm.auto_scheduler.XGBModel method)
Prefetch (class in tvm.tir)
prefetch() (tvm.te.Stage method)
PreloadCustomSketchRule (class in tvm.auto_scheduler)
PreloadMeasuredStates (class in tvm.auto_scheduler)
prelu() (in module tvm.relay.nn)
(in module tvm.topi.nn)
Prelude (class in tvm.relay.testing)
prim_func_pass() (in module tvm.tir.transform)
PrimExpr (class in tvm.ir)
PrimFunc (class in tvm.tir)
PrimFuncPass (class in tvm.tir.transform)
PrimType (class in tvm.ir)
print_best() (tvm.auto_scheduler.SearchTask method)
print_python_code_from_state() (tvm.auto_scheduler.ComputeDAG method)
print_var() (tvm.relay.analysis.CallGraph method)
PrintIR() (in module tvm.transform)
ProducerLoad (class in tvm.tir)
ProducerRealize (class in tvm.tir)
ProducerStore (class in tvm.tir)
progress_bar() (in module tvm.autotvm.tuner.callback)
proposal() (in module tvm.relay.vision)
Q
q_multiply_shift() (in module tvm.tir)
quantize_conv_bias_mkldnn_from_var() (in module tvm.relay.frontend)
query() (tvm.auto_scheduler.ApplyHistoryBestOrSample method)
(tvm.auto_scheduler.DispatchContext method)
(tvm.autotvm.task.dispatcher.DispatchContext method)
R
raise_error() (tvm.autotvm.task.space.ConfigSpace method)
Ramp (class in tvm.tir)
randint() (in module tvm.contrib.random)
RandomModel (class in tvm.auto_scheduler)
RandomTuner (class in tvm.autotvm.tuner)
Range (class in tvm.ir)
rasp() (in module tvm.target)
read() (tvm.micro.TransportLogger method)
read_lines() (tvm.auto_scheduler.RecordReader method)
recast() (in module tvm.relay.transform)
RecordReader (class in tvm.auto_scheduler)
RecordToFile (class in tvm.auto_scheduler)
Reduce (class in tvm.tir)
reduce_axis() (in module tvm.te)
(tvm.autotvm.task.space.ConfigSpace static method)
ref_count() (tvm.relay.analysis.CallGraph method)
RefValue (class in tvm.relay.backend.interpreter)
register() (tvm.target.GenericFunc method)
(tvm.tir.TensorIntrin static method)
register_df_node() (in module tvm.relay.dataflow_pattern)
register_error() (in module tvm.error)
register_intrin_lowering() (in module tvm.ir)
register_op_attr() (in module tvm.ir)
register_task_input_check_func() (in module tvm.auto_scheduler)
register_topi_compute() (in module tvm.autotvm.task.topi_integration)
register_topi_schedule() (in module tvm.autotvm.task.topi_integration)
register_workload() (in module tvm.auto_scheduler)
reindex() (tvm.tir.Schedule method)
RelayExpr (class in tvm.ir)
RelayRefType (class in tvm.ir)
RelayVisualizer (class in tvm.contrib.relay_viz)
release() (tvm.contrib.utils.FileLock method)
relpath() (tvm.contrib.utils.TempDirectory method)
relu() (in module tvm.relay.nn)
(in module tvm.topi.nn)
remove() (tvm.contrib.utils.TempDirectory method)
(tvm.rpc.RPCSession method)
remove_index_check() (in module tvm.auto_scheduler)
remove_rv() (tvm.tir.Schedule method)
RemoveNoOp() (in module tvm.tir.transform)
RemoveUnusedFunctions() (in module tvm.relay.transform)
RemoveWeightLayoutRewriteBlock() (in module tvm.tir.transform)
render() (tvm.contrib.relay_viz.dot.DotPlotter method)
(tvm.contrib.relay_viz.interface.Plotter method)
(tvm.contrib.relay_viz.terminal.TermGraph method)
(tvm.contrib.relay_viz.terminal.TermPlotter method)
(tvm.instrument.PassTimingInstrument static method)
renew_defs() (in module tvm.tir.stmt_functor)
RenormalizeSplitPattern() (in module tvm.tir.transform)
reorder() (tvm.te.Stage method)
(tvm.tir.Schedule method)
ReorderEntity (class in tvm.autotvm.task.space)
ReorderSpace (class in tvm.autotvm.task.space)
replace() (tvm.tir.ScheduleState method)
Report (class in tvm.runtime)
request() (tvm.rpc.TrackerSession method)
request_and_run() (tvm.rpc.TrackerSession method)
RequiredByConditional (tvm.tir.transform.HoistedLetBindings attribute)
reset() (tvm.autotvm.task.topi_integration.TaskExtractEnv method)
(tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
reset_attr() (tvm.ir.Op method)
residual_unit() (in module tvm.relay.testing.resnet)
resize1d() (in module tvm.relay.image)
(in module tvm.topi.image)
resize2d() (in module tvm.relay.image)
(in module tvm.topi.image)
resize3d() (in module tvm.relay.image)
(in module tvm.topi.image)
resnet() (in module tvm.relay.testing.resnet)
ret() (in module tvm.tir)
reverse_compute_at() (tvm.tir.Schedule method)
reverse_compute_inline() (tvm.tir.Schedule method)
rewrite() (in module tvm.relay.dataflow_pattern)
(tvm.relay.dataflow_pattern.DFPatternCallback method)
rewrite_compute_body() (in module tvm.auto_scheduler)
rewrite_layout_from_state() (tvm.auto_scheduler.ComputeDAG method)
rewrite_tensor_shape() (in module tvm.auto_scheduler)
RewriteUnsafeSelect() (in module tvm.tir.transform)
rfactor() (tvm.te.Schedule method)
(tvm.tir.Schedule method)
riscv_cpu() (in module tvm.target)
rocm() (in module tvm.runtime)
(in module tvm.target)
(tvm.rpc.RPCSession method)
rocm_link() (in module tvm.contrib.rocm)
roi_align() (in module tvm.relay.vision)
roi_pool() (in module tvm.relay.vision)
rolling_buffer() (tvm.te.Stage method)
root_mark() (tvm.tir.StmtSRef static method)
round() (in module tvm.te)
(in module tvm.tir)
RPCError
RPCRunner (class in tvm.auto_scheduler)
(class in tvm.autotvm.measure.measure_methods)
RPCSession (class in tvm.rpc)
rsqrt() (in module tvm.te)
(in module tvm.tir)
run() (tvm.contrib.graph_executor.GraphModule method)
run_after_pass() (tvm.instrument.PassInstrument method)
run_as_python() (in module tvm.relay.testing)
run_before_pass() (tvm.instrument.PassInstrument method)
S
same_as() (tvm.ir.Type method)
(tvm.nd.NDArray method)
sample_categorical() (tvm.tir.Schedule method)
sample_compute_location() (tvm.tir.Schedule method)
sample_initial_population() (tvm.auto_scheduler.SketchPolicy method)
sample_perfect_tile() (tvm.tir.Schedule method)
save() (tvm.auto_scheduler.XGBModel method)
(tvm.runtime.Module method)
save_json() (in module tvm.ir)
save_param_dict() (in module tvm.runtime)
save_records() (in module tvm.auto_scheduler)
scale_shift_nchw() (in module tvm.topi.nn)
scale_shift_nchwc() (in module tvm.topi.nn)
scale_shift_nhwc() (in module tvm.topi.nn)
scan() (in module tvm.te)
scan_axis (tvm.te.ScanOp property)
ScanOp (class in tvm.te)
Schedule (class in tvm.te)
(class in tvm.tir)
ScheduleError
ScheduleState (class in tvm.tir)
scope() (tvm.tir.Buffer method)
script() (in module tvm.te.hybrid)
(tvm.ir.IRModule method)
(tvm.tir.PrimFunc method)
search_fc_transpose() (in module tvm.relay.analysis)
SearchTask (class in tvm.auto_scheduler)
seed() (tvm.tir.Schedule method)
Select (class in tvm.tir)
select_implementation() (in module tvm.relay.backend.te_compiler)
separable_conv_block() (in module tvm.relay.testing.mobilenet)
SeqStmt (class in tvm.tir)
Sequential (class in tvm.transform)
serialize() (tvm.auto_scheduler.MeasureInput method)
serialize_args() (in module tvm.autotvm.task.task)
Server (class in tvm.rpc)
Session (class in tvm.micro)
SessionTerminatedError
set_attr() (tvm.ir.Op method)
set_attrs_type_key() (tvm.ir.Op method)
set_axis_separator() (tvm.tir.Schedule method)
set_default() (tvm.target.GenericFunc method)
set_error_threshold() (tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
set_input() (tvm.contrib.graph_executor.GraphModule method)
set_keep_for_debug() (tvm.contrib.utils.TempDirectory class method)
set_num_inputs() (tvm.ir.Op method)
set_params() (tvm.relay.backend.vm.VMCompiler method)
set_raw_stream() (tvm.runtime.Device method)
set_scope() (tvm.te.Stage method)
(tvm.tir.Schedule method)
set_store_predicate() (tvm.te.Stage method)
set_support_level() (tvm.ir.Op method)
shape (tvm.nd.NDArray attribute)
(tvm.te.Tensor property)
ShapePattern (class in tvm.relay.dataflow_pattern)
ShapeTuple (class in tvm.runtime)
share_params() (tvm.contrib.graph_executor.GraphModule method)
should_run() (tvm.instrument.PassInstrument method)
show() (tvm.tir.Schedule method)
Shuffle (class in tvm.tir)
sigmoid() (in module tvm.te)
(in module tvm.tir)
Simplify() (in module tvm.tir.transform)
simplify() (in module tvm.topi.image)
(in module tvm.topi.nn)
SimplifyExpr() (in module tvm.relay.transform)
SimplifyFCTranspose() (in module tvm.relay.transform)
SimplifyInference() (in module tvm.relay.transform)
simulated_dequantize() (in module tvm.topi.nn)
simulated_quantize() (in module tvm.topi.nn)
sin() (in module tvm.te)
(in module tvm.tir)
sinh() (in module tvm.te)
(in module tvm.tir)
size_var() (in module tvm.te)
SizeVar (class in tvm.tir)
SketchPolicy (class in tvm.auto_scheduler)
SkipAssert() (in module tvm.tir.transform)
softmax() (in module tvm.contrib.miopen)
(in module tvm.relay.nn)
(in module tvm.topi.nn)
softmax_common() (in module tvm.topi.nn)
source_to_op() (in module tvm.te.hybrid)
SourceName (class in tvm.ir)
space (tvm.autotvm.task.space.Axis property)
space_to_batch_nd() (in module tvm.relay.nn)
(in module tvm.topi.nn)
space_to_depth() (in module tvm.relay.nn)
(in module tvm.topi.nn)
Span (class in tvm.ir)
sparse_add() (in module tvm.relay.nn)
(in module tvm.topi.nn)
sparse_conv2d() (in module tvm.topi.nn)
sparse_dense() (in module tvm.relay.nn)
(in module tvm.topi.nn)
sparse_dense_alter_layout() (in module tvm.topi.nn)
sparse_dense_sp_lhs() (in module tvm.topi.nn)
sparse_dense_sp_rhs() (in module tvm.topi.nn)
sparse_transpose() (in module tvm.relay.nn)
(in module tvm.topi.nn)
SparsePlaceholderOp (class in tvm.contrib.sparse)
specialize() (tvm.tir.PrimFunc method)
SpecializedCondition (class in tvm.te)
split() (tvm.te.Stage method)
(tvm.tir.Schedule method)
split_workload() (in module tvm.autotvm.record)
SplitArgs() (in module tvm.relay.transform)
SplitEntity (class in tvm.autotvm.task.space)
SplitHostDevice() (in module tvm.tir.transform)
SplitSpace (class in tvm.autotvm.task.space)
sqrt() (in module tvm.te)
(in module tvm.tir)
Stage (class in tvm.te)
state (tvm.tir.Schedule property)
stm32() (in module tvm.target)
Stmt (class in tvm.tir)
stmt (tvm.tir.StmtSRef property)
stmt_list() (in module tvm.tir)
stmt_seq() (in module tvm.tir)
StmtSRef (class in tvm.tir)
storage_align() (tvm.te.Stage method)
(tvm.tir.Schedule method)
StorageFlatten() (in module tvm.tir.transform)
StorageRewrite() (in module tvm.tir.transform)
Store (class in tvm.tir)
stride_h (tvm.topi.nn.Workload property)
stride_w (tvm.topi.nn.Workload property)
strided_slice() (in module tvm.topi.nn)
String (class in tvm.runtime)
StringImm (class in tvm.tir)
structural_equal() (in module tvm.ir)
structural_hash() (in module tvm.ir)
Sub (class in tvm.tir)
substitute() (in module tvm.tir.stmt_functor)
sum() (in module tvm.te)
(in module tvm.tir)
summary() (tvm.rpc.TrackerSession method)
sync() (tvm.runtime.Device method)
system_lib() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
T
table() (tvm.runtime.Report method)
tag_scope() (in module tvm.te)
tan() (in module tvm.te)
(in module tvm.tir)
tanh() (in module tvm.te)
(in module tvm.tir)
tar() (in module tvm.contrib.tar)
Target (class in tvm.target)
target_or_current() (tvm.target.Target static method)
TargetKind (class in tvm.target)
Task (class in tvm.autotvm.task.task)
TaskExtractEnv (class in tvm.autotvm.task.topi_integration)
TaskScheduler (class in tvm.auto_scheduler)
TaskTemplate (class in tvm.autotvm.task.task)
TECompiler (class in tvm.relay.backend.te_compiler)
tempdir() (in module tvm.contrib.utils)
TempDirectory (class in tvm.contrib.utils)
template() (in module tvm.autotvm.task.task)
TemplateProject (class in tvm.micro)
Tensor (class in tvm.te)
TensorAffineType (class in tvm.ir)
TensorComputeOp (class in tvm.te)
TensorIntrin (class in tvm.tir)
tensorize() (tvm.te.Stage method)
(tvm.tir.Schedule method)
TensorSlice (class in tvm.te)
TensorType (class in tvm.ir)
TermGraph (class in tvm.contrib.relay_viz.terminal)
terminate() (tvm.rpc.Server method)
TermNode (class in tvm.contrib.relay_viz.terminal)
TermPlotter (class in tvm.contrib.relay_viz.terminal)
TermVizParser (class in tvm.contrib.relay_viz.terminal)
text_summary() (tvm.rpc.TrackerSession method)
texture_spatial_limit() (tvm.runtime.Device method)
TextureFlatten() (in module tvm.tir.transform)
thread_axis() (in module tvm.te)
thread_warp_size (tvm.target.Target property)
ThreadSync() (in module tvm.tir.transform)
tile() (tvm.te.Stage method)
time_evaluator() (tvm.runtime.Module method)
timeouts() (tvm.micro.TransportLogger method)
to_cps() (in module tvm.relay.transform)
to_dlpack() (tvm.nd.NDArray method)
to_json_dict() (tvm.autotvm.task.space.ConfigEntity method)
to_mxnet_func() (in module tvm.contrib.mxnet)
to_python() (in module tvm.relay.testing)
to_pytorch_func() (in module tvm.contrib.dlpack)
ToANormalForm() (in module tvm.relay.transform)
ToANormalFormExpr() (in module tvm.relay.transform)
ToBasicBlockNormalForm() (in module tvm.relay.transform)
ToCPS() (in module tvm.relay.transform)
ToGraphNormalForm() (in module tvm.relay.transform)
ToMixedPrecision() (in module tvm.relay.transform)
trace (tvm.tir.Schedule property)
trace() (in module tvm.te)
(in module tvm.tir)
TrackerSession (class in tvm.rpc)
transform_block_layout() (tvm.tir.Schedule method)
transform_layout() (tvm.te.Stage method)
(tvm.tir.Schedule method)
TransformSpace (class in tvm.autotvm.task.space)
TransportLogger (class in tvm.micro)
trial_scores() (tvm.autotvm.tuner.callback.Monitor method)
trial_timestamps() (tvm.autotvm.tuner.callback.Monitor method)
trunc() (in module tvm.te)
(in module tvm.tir)
truncdiv() (in module tvm.te)
(in module tvm.tir)
truncmod() (in module tvm.te)
(in module tvm.tir)
try_get_conv2d_sparse_input() (in module tvm.topi.nn)
try_get_sparse_input() (in module tvm.topi.nn)
tune() (tvm.auto_scheduler.SearchTask method)
(tvm.auto_scheduler.TaskScheduler method)
(tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
Tuner (class in tvm.autotvm.tuner)
TuningOptions (class in tvm.auto_scheduler)
TupleAffineType (class in tvm.ir)
TupleGetItemPattern (class in tvm.relay.dataflow_pattern)
TuplePattern (class in tvm.relay.dataflow_pattern)
TupleType (class in tvm.ir)
tvm.auto_scheduler
module
tvm.autotvm
module
tvm.autotvm.measure.measure
module
tvm.autotvm.record
module
tvm.autotvm.task
module
tvm.autotvm.task.dispatcher
module
tvm.autotvm.task.space
module
tvm.autotvm.task.task
module
tvm.autotvm.task.topi_integration
module
tvm.autotvm.tuner
module
tvm.autotvm.tuner.callback
module
tvm.contrib
module
tvm.contrib.cblas
module
tvm.contrib.cc
module
tvm.contrib.clang
module
tvm.contrib.cublas
module
tvm.contrib.dlpack
module
tvm.contrib.emcc
module
tvm.contrib.graph_executor
module
tvm.contrib.miopen
module
tvm.contrib.mxnet
module
tvm.contrib.ndk
module
tvm.contrib.nnpack
module
tvm.contrib.nvcc
module
tvm.contrib.pickle_memoize
module
tvm.contrib.random
module
tvm.contrib.relay_viz
module
tvm.contrib.relay_viz.dot
module
tvm.contrib.relay_viz.interface
module
tvm.contrib.relay_viz.terminal
module
tvm.contrib.rocblas
module
tvm.contrib.rocm
module
tvm.contrib.sparse
module
tvm.contrib.spirv
module
tvm.contrib.tar
module
tvm.contrib.utils
module
tvm.contrib.xcode
module
tvm.driver
module
tvm.error
module
tvm.instrument
module
tvm.ir
module
tvm.micro
module
tvm.relay.analysis
module
tvm.relay.backend
module
tvm.relay.backend.graph_executor_codegen
module
tvm.relay.backend.interpreter
module
tvm.relay.backend.te_compiler
module
tvm.relay.backend.vm
module
tvm.relay.dataflow_pattern
module
tvm.relay.frontend
module
tvm.relay.image
module
tvm.relay.nn
module
tvm.relay.testing
module
tvm.relay.testing.dcgan
module
tvm.relay.testing.densenet
module
tvm.relay.testing.inception_v3
module
tvm.relay.testing.lstm
module
tvm.relay.testing.mlp
module
tvm.relay.testing.mobilenet
module
tvm.relay.testing.resnet
module
tvm.relay.testing.squeezenet
module
tvm.relay.testing.vgg
module
tvm.relay.transform
module
tvm.relay.vision
module
tvm.rpc
module
tvm.runtime
module
tvm.runtime.ndarray
module
tvm.target
module
tvm.te
module
tvm.te.hybrid
module
tvm.tir
module
tvm.tir.stmt_functor
module
tvm.tir.transform
module
tvm.topi.image
module
tvm.topi.nn
module
tvm.topi.sparse
module
tvm.transform
module
TVMError
Type (class in tvm.ir)
type_key (tvm.runtime.Module property)
TypeCall (class in tvm.ir)
TypeConstraint (class in tvm.ir)
TypeData (class in tvm.ir)
TypeKind (class in tvm.ir)
TypePattern (class in tvm.relay.dataflow_pattern)
TypeRelation (class in tvm.ir)
TypeVar (class in tvm.ir)
U
un_cps() (in module tvm.relay.transform)
unannotate() (tvm.tir.Schedule method)
uniform() (in module tvm.contrib.random)
UnifyThreadBinding() (in module tvm.tir.transform)
unmatched_cases() (in module tvm.relay.analysis)
unpack_NCHWc_to_nchw() (in module tvm.topi.nn)
unroll() (tvm.te.Stage method)
(tvm.tir.Schedule method)
UnrollLoop() (in module tvm.tir.transform)
UnsupportedInModelLibraryFormatError
untar() (in module tvm.contrib.tar)
update() (tvm.auto_scheduler.ApplyHistoryBest method)
(tvm.auto_scheduler.DispatchContext method)
(tvm.auto_scheduler.RandomModel method)
(tvm.auto_scheduler.XGBModel method)
(tvm.autotvm.task.dispatcher.ApplyConfig method)
(tvm.autotvm.task.dispatcher.ApplyFixedConfig method)
(tvm.autotvm.task.dispatcher.ApplyGraphBest method)
(tvm.autotvm.task.dispatcher.ApplyHistoryBest method)
(tvm.autotvm.task.dispatcher.DispatchContext method)
(tvm.autotvm.task.dispatcher.FallbackContext method)
(tvm.autotvm.tuner.GATuner method)
(tvm.autotvm.tuner.GridSearchTuner method)
(tvm.autotvm.tuner.RandomTuner method)
(tvm.autotvm.tuner.Tuner method)
(tvm.autotvm.tuner.XGBTuner method)
(tvm.ir.IRModule method)
update_from_file() (tvm.auto_scheduler.XGBModel method)
update_func() (tvm.ir.IRModule method)
upload() (tvm.rpc.RPCSession method)
upsampling() (in module tvm.relay.nn)
(in module tvm.topi.nn)
upsampling3d() (in module tvm.relay.nn)
(in module tvm.topi.nn)
UsingBlockVar (tvm.tir.transform.HoistedConditionals attribute)
V
valid() (tvm.autotvm.task.space.ConfigSpace method)
value_index (tvm.te.Tensor property)
Var (class in tvm.tir)
var() (in module tvm.te)
VarPattern (class in tvm.relay.dataflow_pattern)
vectorize() (tvm.te.Stage method)
(tvm.tir.Schedule method)
VectorizeLoop() (in module tvm.tir.transform)
VerifyMemory() (in module tvm.tir.transform)
VirtualAxis (class in tvm.autotvm.task.space)
VirtualDevice (class in tvm.target)
VizEdge (class in tvm.contrib.relay_viz.interface)
VizGraph (class in tvm.contrib.relay_viz.interface)
VizNode (class in tvm.contrib.relay_viz.interface)
VizParser (class in tvm.contrib.relay_viz.interface)
vload() (tvm.tir.Buffer method)
VMCompiler (class in tvm.relay.backend.vm)
VMExecutor (class in tvm.relay.backend.vm)
vpi() (in module tvm.runtime)
vstore() (tvm.tir.Buffer method)
vulkan() (in module tvm.runtime)
(tvm.rpc.RPCSession method)
W
warp_size (tvm.runtime.Device property)
webgpu() (tvm.rpc.RPCSession method)
well_formed() (in module tvm.relay.analysis)
which() (in module tvm.contrib.utils)
While (class in tvm.tir)
width (tvm.topi.nn.Workload property)
wildcard() (in module tvm.relay.dataflow_pattern)
WildcardPattern (class in tvm.relay.dataflow_pattern)
winograd_transform_matrices() (in module tvm.topi.nn)
with_attr() (tvm.ir.BaseFunc method)
(tvm.ir.IRModule method)
with_body() (tvm.tir.PrimFunc method)
with_minrpc() (in module tvm.rpc)
Workload (class in tvm.topi.nn)
workload_key() (tvm.auto_scheduler.ComputeDAG method)
WorkspaceMemoryPools (class in tvm.ir)
WorkspacePoolInfo (class in tvm.ir)
write() (tvm.micro.TransportLogger method)
X
xcrun() (in module tvm.contrib.xcode)
XGBModel (class in tvm.auto_scheduler)
XGBTuner (class in tvm.autotvm.tuner)
Y
yolo_reorg() (in module tvm.relay.vision)