v0.1.0
Quick Start
What is TinyMS
Install TinyMS
Implementing an Image Classification App in One Minute
Tutorials
TinyMS ResNet50 Tutorial
TinyMS MobileNetV2 Tutorial
TinyMS SSD300 Tutorial
TinyMS CycleGAN Tutorial
Design
Design Concept
API Documentation
tinyms
tinyms.context
tinyms.data
tinyms.vision
tinyms.primitives
tinyms.layers
tinyms.model
tinyms.initializers
tinyms.losses
tinyms.optimizers
tinyms.callbacks
tinyms.metrics
tinyms.serving
Community
Release Roadmap
Contributing Guidelines
Communication
FAQ
TinyMS
»
Index
Edit on GitHub
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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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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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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Z
A
Abs (class in tinyms.primitives)
abs() (tinyms.Tensor method)
AccumulateNV2 (class in tinyms.primitives)
Accuracy (class in tinyms.metrics)
ACos (class in tinyms.primitives)
Acosh (class in tinyms.primitives)
Adagrad (class in tinyms.optimizers)
Adam (class in tinyms.optimizers)
(class in tinyms.primitives)
AdamNoUpdateParam (class in tinyms.primitives)
AdamOffload (class in tinyms.optimizers)
AdamWeightDecay (class in tinyms.optimizers)
Add (class in tinyms.primitives)
add_column() (tinyms.data.Schema method)
add_flags() (in module tinyms.primitives)
AddN (class in tinyms.primitives)
all() (tinyms.Tensor method)
AllGather (class in tinyms.primitives)
AllReduce (class in tinyms.primitives)
AllSwap (class in tinyms.primitives)
any() (tinyms.Tensor method)
apply_ds() (tinyms.vision.Cifar10Transform method)
(tinyms.vision.CycleGanDatasetTransform method)
(tinyms.vision.ImageFolderTransform method)
(tinyms.vision.MnistTransform method)
(tinyms.vision.VOCTransform method)
ApplyAdadelta (class in tinyms.primitives)
ApplyAdagrad (class in tinyms.primitives)
ApplyAdagradV2 (class in tinyms.primitives)
ApplyAdaMax (class in tinyms.primitives)
ApplyAddSign (class in tinyms.primitives)
ApplyCenteredRMSProp (class in tinyms.primitives)
ApplyFtrl (class in tinyms.primitives)
ApplyGradientDescent (class in tinyms.primitives)
ApplyMomentum (class in tinyms.primitives)
ApplyPowerSign (class in tinyms.primitives)
ApplyProximalAdagrad (class in tinyms.primitives)
ApplyProximalGradientDescent (class in tinyms.primitives)
ApplyRMSProp (class in tinyms.primitives)
ApproximateEqual (class in tinyms.primitives)
arange() (in module tinyms)
Argmax (class in tinyms.primitives)
ArgMaxWithValue (class in tinyms.primitives)
Argmin (class in tinyms.primitives)
ArgMinWithValue (class in tinyms.primitives)
array() (in module tinyms)
asarray() (in module tinyms)
asfarray() (in module tinyms)
Asin (class in tinyms.primitives)
Asinh (class in tinyms.primitives)
asnumpy() (tinyms.Tensor method)
Assert (class in tinyms.primitives)
Assign (class in tinyms.primitives)
assign_value() (tinyms.Tensor method)
AssignAdd (class in tinyms.primitives)
AssignSub (class in tinyms.primitives)
async_save() (tinyms.callbacks.CheckpointConfig property)
Atan (class in tinyms.primitives)
Atan2 (class in tinyms.primitives)
Atanh (class in tinyms.primitives)
AutoContrast (class in tinyms.vision)
AvgPool (class in tinyms.primitives)
AvgPool1d (class in tinyms.layers)
AvgPool2d (class in tinyms.layers)
B
BasicLSTMCell (class in tinyms.primitives)
BatchMatMul (class in tinyms.primitives)
BatchNorm (class in tinyms.primitives)
BatchNorm1d (class in tinyms.layers)
BatchNorm2d (class in tinyms.layers)
BatchToSpace (class in tinyms.primitives)
BatchToSpaceND (class in tinyms.primitives)
BCELoss (class in tinyms.losses)
begin() (tinyms.callbacks.Callback method)
BesselI0e (class in tinyms.primitives)
BesselI1e (class in tinyms.primitives)
BiasAdd (class in tinyms.primitives)
BinaryCrossEntropy (class in tinyms.primitives)
BitwiseAnd (class in tinyms.primitives)
BitwiseOr (class in tinyms.primitives)
BitwiseXor (class in tinyms.primitives)
BNTrainingReduce (class in tinyms.primitives)
BNTrainingUpdate (class in tinyms.primitives)
Border (class in tinyms.vision)
BoundingBoxAugment (class in tinyms.vision)
BoundingBoxDecode (class in tinyms.primitives)
BoundingBoxEncode (class in tinyms.primitives)
bprop_debug() (tinyms.layers.Layer property)
Broadcast (class in tinyms.primitives)
broadcast_params() (tinyms.optimizers.Optimizer method)
BroadcastTo (class in tinyms.primitives)
C
Callback (class in tinyms.callbacks)
Cast (class in tinyms.primitives)
cast_param() (tinyms.layers.Layer method)
Ceil (class in tinyms.primitives)
CelebADataset (class in tinyms.data)
cells() (tinyms.layers.Layer method)
cells_and_names() (tinyms.layers.Layer method)
CenterCrop (class in tinyms.vision)
CheckBprop (class in tinyms.primitives)
CheckpointConfig (class in tinyms.callbacks)
CheckValid (class in tinyms.primitives)
Cifar100Dataset (class in tinyms.data)
Cifar10Dataset (class in tinyms.data)
Cifar10Transform (class in tinyms.vision)
clear() (tinyms.metrics.Accuracy method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.TopKCategoricalAccuracy method)
clip_by_global_norm() (in module tinyms.primitives)
clip_by_value() (in module tinyms.primitives)
ClipByNorm (class in tinyms.layers)
clone() (tinyms.Parameter method)
(tinyms.ParameterTuple method)
CLUEDataset (class in tinyms.data)
coco_eval() (in module tinyms.vision)
CocoDataset (class in tinyms.data)
compile() (tinyms.layers.Layer method)
(tinyms.model.Model method)
compile_and_run() (tinyms.layers.Layer method)
Compose (class in tinyms.vision)
ComputeAccidentalHits (class in tinyms.primitives)
Concat (class in tinyms.primitives)
Concatenate (class in tinyms.vision)
concatenate() (in module tinyms)
ConfusionMatrix (class in tinyms.primitives)
Constant (class in tinyms.initializers)
construct() (tinyms.layers.Layer method)
(tinyms.losses.CycleGANGeneratorLoss method)
ControlDepend (class in tinyms.primitives)
Conv1d (class in tinyms.layers)
Conv1dTranspose (class in tinyms.layers)
Conv2d (class in tinyms.layers)
Conv2D (class in tinyms.primitives)
Conv2DBackpropInput (class in tinyms.primitives)
Conv2dBnAct (class in tinyms.layers)
Conv2dTranspose (class in tinyms.layers)
copy() (in module tinyms)
core() (in module tinyms.primitives)
Cos (class in tinyms.primitives)
Cosh (class in tinyms.primitives)
CosineEmbeddingLoss (class in tinyms.losses)
count() (tinyms.ParameterTuple method)
count_nonzero() (in module tinyms.primitives)
CropAndResize (class in tinyms.primitives)
CrossEntropyWithLabelSmooth (class in tinyms.losses)
CSVDataset (class in tinyms.data)
CTCGreedyDecoder (class in tinyms.primitives)
CTCLoss (class in tinyms.primitives)
CumProd (class in tinyms.primitives)
CumSum (class in tinyms.primitives)
CutMixBatch (class in tinyms.vision)
CutOut (class in tinyms.vision)
cycle_gan() (in module tinyms.model)
cycle_gan_infer() (in module tinyms.model)
CycleGanDatasetTransform (class in tinyms.vision)
CycleGANDiscriminatorLoss (class in tinyms.losses)
CycleGANGeneratorLoss (class in tinyms.losses)
D
data_sync() (tinyms.Tensor method)
DataFormatDimMap (class in tinyms.primitives)
DatasetCache (class in tinyms.data)
decay_weight() (tinyms.optimizers.Optimizer method)
Decode (class in tinyms.vision)
Dense (class in tinyms.layers)
DenseBnAct (class in tinyms.layers)
Depend (class in tinyms.primitives)
DepthToSpace (class in tinyms.primitives)
DepthwiseConv2dNative (class in tinyms.primitives)
Diag (class in tinyms.primitives)
DiagPart (class in tinyms.primitives)
DiGamma (class in tinyms.layers)
dim() (tinyms.Tensor method)
DistributedSampler (class in tinyms.data)
,
[1]
Div (class in tinyms.primitives)
DivNoNan (class in tinyms.primitives)
download_dataset() (in module tinyms.data)
draw() (tinyms.vision.ImageViewer method)
Dropout (class in tinyms.layers)
(class in tinyms.primitives)
DropoutDoMask (class in tinyms.primitives)
DropoutGenMask (class in tinyms.primitives)
DType (class in tinyms.primitives)
dtype() (tinyms.MetaTensor property)
(tinyms.Parameter property)
(tinyms.Tensor property)
dtype_to_nptype() (in module tinyms)
dtype_to_pytype() (in module tinyms)
Duplicate (class in tinyms.vision)
DynamicGRUV2 (class in tinyms.primitives)
DynamicRNN (class in tinyms.primitives)
DynamicShape (class in tinyms.primitives)
E
EditDistance (class in tinyms.primitives)
ELU (class in tinyms.layers)
Elu (class in tinyms.primitives)
Embedding (class in tinyms.layers)
EmbeddingLookup (class in tinyms.layers)
(class in tinyms.primitives)
end() (tinyms.callbacks.Callback method)
(tinyms.callbacks.ModelCheckpoint method)
epoch_begin() (tinyms.callbacks.Callback method)
epoch_end() (tinyms.callbacks.Callback method)
Eps (class in tinyms.primitives)
Equal (class in tinyms.primitives)
EqualCount (class in tinyms.primitives)
Equalize (class in tinyms.vision)
Erf (class in tinyms.primitives)
Erfc (class in tinyms.primitives)
eval() (tinyms.metrics.Accuracy method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.TopKCategoricalAccuracy method)
(tinyms.model.Model method)
exec_checkpoint_graph() (tinyms.layers.Layer method)
Exp (class in tinyms.primitives)
expand_as() (tinyms.Tensor method)
expand_dims() (in module tinyms)
ExpandDims (class in tinyms.primitives)
Expm1 (class in tinyms.primitives)
export() (tinyms.model.Model method)
extend_repr() (tinyms.layers.GroupNorm method)
(tinyms.layers.Layer method)
(tinyms.layers.LayerNorm method)
Eye (class in tinyms.primitives)
eye() (in module tinyms)
F
F1 (class in tinyms.metrics)
FastGelu (class in tinyms.layers)
FastGeLU (class in tinyms.primitives)
FastGelu() (in module tinyms.primitives)
Fbeta (class in tinyms.metrics)
Fill (class in tinyms.primitives)
(class in tinyms.vision)
Flatten (class in tinyms.layers)
(class in tinyms.primitives)
FloatStatus (class in tinyms.primitives)
Floor (class in tinyms.primitives)
FloorDiv (class in tinyms.primitives)
FloorMod (class in tinyms.primitives)
from_json() (tinyms.data.Schema method)
from_numpy() (tinyms.Tensor static method)
FTRL (class in tinyms.optimizers)
FusedBatchNorm (class in tinyms.primitives)
FusedBatchNormEx (class in tinyms.primitives)
FusedSparseAdam (class in tinyms.primitives)
FusedSparseFtrl (class in tinyms.primitives)
FusedSparseLazyAdam (class in tinyms.primitives)
FusedSparseProximalAdagrad (class in tinyms.primitives)
G
Gamma (class in tinyms.primitives)
gamma() (in module tinyms.primitives)
GanImageFolderDataset (class in tinyms.data)
Gather (class in tinyms.primitives)
GatherD (class in tinyms.primitives)
GatherNd (class in tinyms.primitives)
GatherV2() (in module tinyms.primitives)
GELU (class in tinyms.layers)
GeLU (class in tinyms.primitives)
Gelu() (in module tinyms.primitives)
generate_image_list() (in module tinyms.data)
generate_scope() (tinyms.layers.Layer method)
GeneratorDataset (class in tinyms.data)
GeSwitch (class in tinyms.primitives)
get_activation() (in module tinyms.layers)
get_all_edges() (tinyms.data.GraphData method)
get_all_neighbors() (tinyms.data.GraphData method)
get_all_nodes() (tinyms.data.GraphData method)
get_auto_parallel_context() (in module tinyms.context)
get_checkpoint_policy() (tinyms.callbacks.CheckpointConfig method)
get_class_indexing() (tinyms.data.CocoDataset method)
(tinyms.data.ManifestDataset method)
(tinyms.data.VOCDataset method)
get_context() (in module tinyms.context)
get_edge_feature() (tinyms.data.GraphData method)
get_func_graph_proto() (tinyms.layers.Layer method)
get_lr() (tinyms.optimizers.Optimizer method)
get_lr_parameter() (tinyms.optimizers.Optimizer method)
get_metric_fn() (in module tinyms.metrics)
get_neg_sampled_neighbors() (tinyms.data.GraphData method)
get_node_feature() (tinyms.data.GraphData method)
get_nodes_from_edges() (tinyms.data.GraphData method)
get_parameters() (tinyms.layers.Layer method)
get_ps_context() (in module tinyms.context)
get_py_obj_dtype() (in module tinyms)
get_sampled_neighbors() (tinyms.data.GraphData method)
get_scope() (tinyms.layers.Layer method)
get_seed() (in module tinyms)
get_stop_requested() (tinyms.callbacks.RunContext method)
GetNext (class in tinyms.primitives)
GlobalBatchNorm (class in tinyms.layers)
GradOperation (class in tinyms.primitives)
graph_info() (tinyms.data.GraphData method)
GraphData (class in tinyms.data)
Grayscale (class in tinyms.vision)
Greater (class in tinyms.primitives)
GreaterEqual (class in tinyms.primitives)
GroupNorm (class in tinyms.layers)
H
HeNormal (class in tinyms.initializers)
HeUniform (class in tinyms.initializers)
HistogramFixedWidth (class in tinyms.primitives)
HistogramSummary (class in tinyms.primitives)
HookBackward (class in tinyms.primitives)
HSigmoid (class in tinyms.layers)
(class in tinyms.primitives)
HSwish (class in tinyms.layers)
(class in tinyms.primitives)
HWC2CHW (class in tinyms.vision)
HyperMap (class in tinyms.primitives)
I
Identity (class in tinyms.primitives)
identity() (in module tinyms)
IGamma (class in tinyms.layers)
ImageBatchFormat (class in tinyms.vision)
ImageFolderDataset (class in tinyms.data)
ImageFolderTransform (class in tinyms.vision)
ImageSummary (class in tinyms.primitives)
ImageViewer (class in tinyms.vision)
index() (tinyms.ParameterTuple method)
infer_predict_layout() (tinyms.model.Model method)
init_data() (tinyms.Parameter method)
init_parameters_data() (tinyms.layers.Layer method)
inited_param() (tinyms.Parameter property)
Initializer (class in tinyms.initializers)
initializer() (in module tinyms.initializers)
inner() (in module tinyms)
InplaceAdd (class in tinyms.primitives)
InplaceSub (class in tinyms.primitives)
InplaceUpdate (class in tinyms.primitives)
insert_child_to_cell() (tinyms.layers.Layer method)
insert_param_to_cell() (tinyms.layers.Layer method)
InsertGradientOf (class in tinyms.primitives)
integrated_save() (tinyms.callbacks.CheckpointConfig property)
Inter (class in tinyms.vision)
InTopK (class in tinyms.primitives)
Inv (class in tinyms.primitives)
Invert (class in tinyms.primitives)
(class in tinyms.vision)
InvertPermutation (class in tinyms.primitives)
IOU (class in tinyms.primitives)
is_init() (tinyms.Parameter property)
(tinyms.Tensor method)
IsFinite (class in tinyms.primitives)
IsInf (class in tinyms.primitives)
IsInstance (class in tinyms.primitives)
IsNan (class in tinyms.primitives)
IsSubClass (class in tinyms.primitives)
issubclass_() (in module tinyms)
K
keep_checkpoint_max() (tinyms.callbacks.CheckpointConfig property)
keep_checkpoint_per_n_minutes() (tinyms.callbacks.CheckpointConfig property)
KLDivLoss (class in tinyms.primitives)
L
L1Loss (class in tinyms.losses)
L1Regularizer (class in tinyms.layers)
L2Loss (class in tinyms.primitives)
L2Normalize (class in tinyms.primitives)
Lamb (class in tinyms.optimizers)
laplace() (in module tinyms.primitives)
LARS (class in tinyms.optimizers)
LARSUpdate (class in tinyms.primitives)
latest_ckpt_file_name() (tinyms.callbacks.ModelCheckpoint property)
Layer (class in tinyms.layers)
LayerList (class in tinyms.layers)
LayerNorm (class in tinyms.layers)
(class in tinyms.primitives)
LazyAdam (class in tinyms.optimizers)
LBeta (class in tinyms.layers)
LeakyReLU (class in tinyms.layers)
LearningRateScheduler (class in tinyms.callbacks)
LeNet (class in tinyms.model)
lenet5() (in module tinyms.model)
Less (class in tinyms.primitives)
LessEqual (class in tinyms.primitives)
LGamma (class in tinyms.layers)
LinSpace (class in tinyms.primitives)
linspace() (in module tinyms)
list_servables() (in module tinyms.serving)
load_checkpoint() (tinyms.model.Model method)
load_img() (in module tinyms.data)
load_parameter_slice() (tinyms.layers.Layer method)
load_resized_img() (in module tinyms.data)
Log (class in tinyms.primitives)
Log1p (class in tinyms.primitives)
LogicalAnd (class in tinyms.primitives)
LogicalNot (class in tinyms.primitives)
LogicalOr (class in tinyms.primitives)
LogSigmoid (class in tinyms.layers)
LogSoftmax (class in tinyms.layers)
(class in tinyms.primitives)
logspace() (in module tinyms)
LogUniformCandidateSampler (class in tinyms.primitives)
Loss (class in tinyms.metrics)
LossMonitor (class in tinyms.callbacks)
LossTimeMonitor (class in tinyms.callbacks)
LRN (class in tinyms.primitives)
LSTM (class in tinyms.layers)
(class in tinyms.primitives)
LSTMCell (class in tinyms.layers)
M
MAE (class in tinyms.metrics)
MakeRefKey (class in tinyms.primitives)
ManifestDataset (class in tinyms.data)
Mask (class in tinyms.vision)
MatDet (class in tinyms.layers)
MatInverse (class in tinyms.layers)
MatMul (class in tinyms.layers)
(class in tinyms.primitives)
MatrixDiag (class in tinyms.layers)
MatrixDiagPart (class in tinyms.layers)
MatrixSetDiag (class in tinyms.layers)
Maximum (class in tinyms.primitives)
MaxPool (class in tinyms.primitives)
MaxPool1d (class in tinyms.layers)
MaxPool2d (class in tinyms.layers)
MaxPoolWithArgmax (class in tinyms.primitives)
mean() (in module tinyms)
(tinyms.Tensor method)
Merge (class in tinyms.primitives)
Meshgrid (class in tinyms.primitives)
MetaTensor (class in tinyms)
Metric (class in tinyms.metrics)
MindDataset (class in tinyms.data)
Minimum (class in tinyms.primitives)
MirrorPad (class in tinyms.primitives)
MixUpBatch (class in tinyms.vision)
MnistDataset (class in tinyms.data)
MnistTransform (class in tinyms.vision)
MobileNetV2 (class in tinyms.model)
mobilenetv2() (in module tinyms.model)
mobilenetv2_infer() (in module tinyms.model)
Mod (class in tinyms.primitives)
Model (class in tinyms.model)
ModelCheckpoint (class in tinyms.callbacks)
Moments (class in tinyms.layers)
Momentum (class in tinyms.optimizers)
ms_function() (in module tinyms)
MSE (class in tinyms.metrics)
MSELoss (class in tinyms.losses)
Mul (class in tinyms.primitives)
MultiFieldEmbeddingLookup (class in tinyms.layers)
Multinomial (class in tinyms.primitives)
multinomial() (in module tinyms.primitives)
MultitypeFuncGraph (class in tinyms.primitives)
N
name() (tinyms.Parameter property)
name_cells() (tinyms.layers.Layer method)
names() (in module tinyms.metrics)
ndim() (tinyms.Tensor property)
Neg (class in tinyms.primitives)
net_with_loss() (in module tinyms.losses)
NMSWithMask (class in tinyms.primitives)
NoRepeatNGram (class in tinyms.primitives)
Norm (class in tinyms.layers)
Normal (class in tinyms.initializers)
normal() (in module tinyms.primitives)
Normalize (class in tinyms.vision)
NotEqual (class in tinyms.primitives)
NPUAllocFloatStatus (class in tinyms.primitives)
NPUClearFloatStatus (class in tinyms.primitives)
NPUGetFloatStatus (class in tinyms.primitives)
NumpySlicesDataset (class in tinyms.data)
O
One (class in tinyms.initializers)
OneHot (class in tinyms.layers)
(class in tinyms.primitives)
(class in tinyms.vision)
Ones (class in tinyms.primitives)
ones() (in module tinyms)
OnesLike (class in tinyms.primitives)
Optimizer (class in tinyms.optimizers)
original_args() (tinyms.callbacks.RunContext method)
P
Pack() (in module tinyms.primitives)
Pad (class in tinyms.layers)
(class in tinyms.primitives)
(class in tinyms.vision)
PaddedDataset (class in tinyms.data)
Padding (class in tinyms.primitives)
PadEnd (class in tinyms.vision)
ParallelConcat (class in tinyms.primitives)
ParallelMode (class in tinyms.context)
param_prefix() (tinyms.layers.Layer property)
Parameter (class in tinyms)
parameters_and_names() (tinyms.layers.Layer method)
parameters_dict() (tinyms.layers.Layer method)
ParameterTuple (class in tinyms)
parse_columns() (tinyms.data.Schema method)
Partial (class in tinyms.primitives)
PILRandomHorizontalFlip (in module tinyms.vision)
PKSampler (class in tinyms.data)
Poisson (class in tinyms.primitives)
poisson() (in module tinyms.primitives)
PopulationCount (class in tinyms.primitives)
postprocess() (tinyms.vision.Cifar10Transform method)
(tinyms.vision.ImageFolderTransform method)
(tinyms.vision.MnistTransform method)
(tinyms.vision.VOCTransform method)
Pow (class in tinyms.primitives)
Precision (class in tinyms.metrics)
predict() (in module tinyms.serving)
(tinyms.model.Model method)
PReLU (class in tinyms.layers)
(class in tinyms.primitives)
Print (class in tinyms.primitives)
ProximalAdagrad (class in tinyms.optimizers)
Pull (class in tinyms.primitives)
Push (class in tinyms.primitives)
pytype_to_dtype() (in module tinyms)
R
random_walk() (tinyms.data.GraphData method)
RandomAffine (class in tinyms.vision)
RandomApply (class in tinyms.vision)
RandomCategorical (class in tinyms.primitives)
RandomChoice (class in tinyms.vision)
RandomChoiceWithMask (class in tinyms.primitives)
RandomColor (class in tinyms.vision)
RandomColorAdjust (class in tinyms.vision)
RandomCrop (class in tinyms.vision)
RandomCropDecodeResize (class in tinyms.vision)
RandomCropWithBBox (class in tinyms.vision)
RandomHorizontalFlip (class in tinyms.vision)
RandomHorizontalFlipWithBBox (class in tinyms.vision)
RandomPosterize (class in tinyms.vision)
RandomResize (class in tinyms.vision)
RandomResizedCrop (class in tinyms.vision)
RandomResizedCropWithBBox (class in tinyms.vision)
RandomResizeWithBBox (class in tinyms.vision)
RandomRotation (class in tinyms.vision)
RandomSampler (class in tinyms.data)
RandomSelectSubpolicy (class in tinyms.vision)
RandomSharpness (class in tinyms.vision)
RandomSolarize (class in tinyms.vision)
RandomVerticalFlip (class in tinyms.vision)
RandomVerticalFlipWithBBox (class in tinyms.vision)
Randperm (class in tinyms.primitives)
Range (class in tinyms.layers)
Rank (class in tinyms.primitives)
ravel() (in module tinyms)
RealDiv (class in tinyms.primitives)
Recall (class in tinyms.metrics)
Reciprocal (class in tinyms.primitives)
ReduceAll (class in tinyms.primitives)
ReduceAny (class in tinyms.primitives)
ReduceLogSumExp (class in tinyms.layers)
ReduceMax (class in tinyms.primitives)
ReduceMean (class in tinyms.primitives)
ReduceMin (class in tinyms.primitives)
ReduceOp (class in tinyms.primitives)
ReduceProd (class in tinyms.primitives)
ReduceScatter (class in tinyms.primitives)
ReduceSum (class in tinyms.primitives)
register() (tinyms.primitives.MultitypeFuncGraph method)
register_backward_hook() (tinyms.layers.Layer method)
ReLU (class in tinyms.layers)
(class in tinyms.primitives)
ReLU6 (class in tinyms.layers)
(class in tinyms.primitives)
ReLUV2 (class in tinyms.primitives)
repeat_elements() (in module tinyms.primitives)
request_stop() (tinyms.callbacks.RunContext method)
requires_grad() (tinyms.Parameter property)
Rescale (class in tinyms.vision)
reset_auto_parallel_context() (in module tinyms.context)
reset_ps_context() (in module tinyms.context)
Reshape (class in tinyms.primitives)
reshape() (in module tinyms)
Resize (class in tinyms.vision)
ResizeBilinear (class in tinyms.layers)
(class in tinyms.primitives)
ResizeNearestNeighbor (class in tinyms.primitives)
ResizeWithBBox (class in tinyms.vision)
ResNet (class in tinyms.model)
resnet50() (in module tinyms.model)
ReverseSequence (class in tinyms.primitives)
ReverseV2 (class in tinyms.primitives)
Rint (class in tinyms.primitives)
RMSProp (class in tinyms.optimizers)
RNNTLoss (class in tinyms.primitives)
ROIAlign (class in tinyms.primitives)
rollaxis() (in module tinyms)
Round (class in tinyms.primitives)
RowTensor (class in tinyms)
Rsqrt (class in tinyms.primitives)
run_flask() (in module tinyms.serving)
RunContext (class in tinyms.callbacks)
S
SameTypeShape (class in tinyms.primitives)
SampledSoftmaxLoss (class in tinyms.losses)
save_checkpoint() (tinyms.model.Model method)
save_checkpoint_seconds() (tinyms.callbacks.CheckpointConfig property)
save_checkpoint_steps() (tinyms.callbacks.CheckpointConfig property)
saved_network() (tinyms.callbacks.CheckpointConfig property)
ScalarCast (class in tinyms.primitives)
ScalarSummary (class in tinyms.primitives)
ScalarToArray (class in tinyms.primitives)
ScalarToTensor (class in tinyms.primitives)
scale_grad() (tinyms.optimizers.Optimizer method)
ScatterAdd (class in tinyms.primitives)
ScatterDiv (class in tinyms.primitives)
ScatterMax (class in tinyms.primitives)
ScatterMin (class in tinyms.primitives)
ScatterMul (class in tinyms.primitives)
ScatterNd (class in tinyms.primitives)
ScatterNdAdd (class in tinyms.primitives)
ScatterNdSub (class in tinyms.primitives)
ScatterNdUpdate (class in tinyms.primitives)
ScatterNonAliasingAdd (class in tinyms.primitives)
ScatterSub (class in tinyms.primitives)
ScatterUpdate (class in tinyms.primitives)
Schema (class in tinyms.data)
Select (class in tinyms.primitives)
sequence_mask() (in module tinyms.primitives)
SequentialLayer (class in tinyms.layers)
SequentialSampler (class in tinyms.data)
server_started() (in module tinyms.serving)
set_auto_parallel() (tinyms.layers.Layer method)
set_auto_parallel_context() (in module tinyms.context)
set_broadcast_flag() (tinyms.layers.Layer method)
set_cast_dtype() (tinyms.Tensor method)
set_context() (in module tinyms.context)
set_data() (tinyms.Parameter method)
set_dtype() (tinyms.Tensor method)
set_grad() (tinyms.layers.Layer method)
set_init_flag() (tinyms.Tensor method)
set_parallel_input_with_inputs() (tinyms.layers.Layer method)
set_param_ps() (tinyms.layers.Layer method)
(tinyms.Parameter method)
set_ps_context() (in module tinyms.context)
set_seed() (in module tinyms)
set_train() (tinyms.layers.Layer method)
SGD (class in tinyms.optimizers)
(class in tinyms.primitives)
Shape (class in tinyms.primitives)
shape() (tinyms.MetaTensor property)
(tinyms.Parameter property)
(tinyms.Tensor property)
show() (tinyms.vision.ImageViewer method)
shutdown() (in module tinyms.serving)
Sigmoid (class in tinyms.layers)
(class in tinyms.primitives)
SigmoidCrossEntropyWithLogits (class in tinyms.primitives)
Sign (class in tinyms.primitives)
Sin (class in tinyms.primitives)
Sinh (class in tinyms.primitives)
Size (class in tinyms.primitives)
size() (tinyms.Tensor property)
Slice (class in tinyms.primitives)
(class in tinyms.vision)
sliced() (tinyms.Parameter property)
SmoothL1Loss (class in tinyms.losses)
(class in tinyms.primitives)
SoftDvppDecodeRandomCropResizeJpeg (class in tinyms.vision)
SoftDvppDecodeResizeJpeg (class in tinyms.vision)
Softmax (class in tinyms.layers)
(class in tinyms.primitives)
SoftmaxCrossEntropyWithLogits (class in tinyms.losses)
(class in tinyms.primitives)
Softplus (class in tinyms.primitives)
Softsign (class in tinyms.primitives)
Sort (class in tinyms.primitives)
SpaceToBatch (class in tinyms.primitives)
SpaceToBatchND (class in tinyms.primitives)
SpaceToDepth (class in tinyms.primitives)
SparseApplyAdagrad (class in tinyms.primitives)
SparseApplyAdagradV2 (class in tinyms.primitives)
SparseApplyFtrl (class in tinyms.primitives)
SparseApplyFtrlV2 (class in tinyms.primitives)
SparseApplyProximalAdagrad (class in tinyms.primitives)
SparseGatherV2 (class in tinyms.primitives)
SparseSoftmaxCrossEntropyWithLogits (class in tinyms.primitives)
SparseTensor (class in tinyms)
SparseToDense (class in tinyms.primitives)
Split (class in tinyms.primitives)
Sqrt (class in tinyms.primitives)
Square (class in tinyms.primitives)
SquaredDifference (class in tinyms.primitives)
SquareSumAll (class in tinyms.primitives)
Squeeze (class in tinyms.primitives)
squeeze() (in module tinyms)
SSD300 (class in tinyms.model)
SSD300WithLoss (class in tinyms.losses)
ssd_bboxes_encode() (in module tinyms.vision)
ssd_bboxes_filter() (in module tinyms.vision)
Stack (class in tinyms.primitives)
StandardLaplace (class in tinyms.primitives)
StandardNormal (class in tinyms.primitives)
start_server() (in module tinyms.serving)
step_begin() (tinyms.callbacks.Callback method)
step_end() (tinyms.callbacks.Callback method)
(tinyms.callbacks.ModelCheckpoint method)
StridedSlice (class in tinyms.primitives)
Sub (class in tinyms.primitives)
SubsetRandomSampler (class in tinyms.data)
SummaryCollector (class in tinyms.callbacks)
support_non_tensor_inputs() (tinyms.layers.Layer property)
swapaxes() (in module tinyms)
T
Tan (class in tinyms.primitives)
Tanh (class in tinyms.layers)
(class in tinyms.primitives)
target() (tinyms.optimizers.Adam property)
(tinyms.optimizers.FTRL property)
(tinyms.optimizers.LazyAdam property)
(tinyms.optimizers.Optimizer property)
(tinyms.optimizers.ProximalAdagrad property)
Tensor (class in tinyms)
tensor_dot() (in module tinyms.primitives)
TensorAdd() (in module tinyms.primitives)
TensorScatterUpdate (class in tinyms.primitives)
TensorSummary (class in tinyms.primitives)
TextFileDataset (class in tinyms.data)
TFRecordDataset (class in tinyms.data)
Tile (class in tinyms.primitives)
TimeMonitor (class in tinyms.callbacks)
tinyms (module)
tinyms.callbacks (module)
tinyms.context (module)
tinyms.data (module)
tinyms.initializers (module)
tinyms.layers (module)
,
[1]
tinyms.losses (module)
tinyms.metrics (module)
tinyms.model (module)
tinyms.optimizers (module)
tinyms.primitives (module)
tinyms.serving (module)
tinyms.vision (module)
to_float() (tinyms.layers.Layer method)
to_json() (tinyms.data.Schema method)
to_tensor() (tinyms.MetaTensor method)
Top1CategoricalAccuracy (class in tinyms.metrics)
Top5CategoricalAccuracy (class in tinyms.metrics)
TopK (class in tinyms.primitives)
TopKCategoricalAccuracy (class in tinyms.metrics)
train() (tinyms.model.Model method)
trainable_params() (tinyms.layers.Layer method)
Transpose (class in tinyms.primitives)
transpose() (in module tinyms)
Tril (class in tinyms.layers)
Triu (class in tinyms.layers)
TruncateDiv (class in tinyms.primitives)
TruncatedNormal (class in tinyms.initializers)
(class in tinyms.primitives)
TruncateMod (class in tinyms.primitives)
TupleToArray (class in tinyms.primitives)
TypeCast (class in tinyms.vision)
U
UnalignedDataset (class in tinyms.data)
Unfold (class in tinyms.layers)
Uniform (class in tinyms.initializers)
uniform() (in module tinyms.primitives)
UniformAugment (class in tinyms.vision)
UniformCandidateSampler (class in tinyms.primitives)
UniformInt (class in tinyms.primitives)
UniformReal (class in tinyms.primitives)
Unique (class in tinyms.primitives)
(class in tinyms.vision)
unique() (tinyms.optimizers.Optimizer property)
(tinyms.Parameter property)
UniqueWithPad (class in tinyms.primitives)
Unpack() (in module tinyms.primitives)
UnsortedSegmentMax (class in tinyms.primitives)
UnsortedSegmentMin (class in tinyms.primitives)
UnsortedSegmentProd (class in tinyms.primitives)
UnsortedSegmentSum (class in tinyms.primitives)
Unstack (class in tinyms.primitives)
untrainable_params() (tinyms.layers.Layer method)
update() (tinyms.metrics.Accuracy method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.TopKCategoricalAccuracy method)
update_cell_prefix() (tinyms.layers.Layer method)
update_cell_type() (tinyms.layers.Layer method)
update_parameters_name() (tinyms.layers.Layer method)
V
view() (tinyms.Tensor method)
virtual_flag() (tinyms.Tensor property)
VOCDataset (class in tinyms.data)
VOCTransform (class in tinyms.vision)
W
WeightedRandomSampler (class in tinyms.data)
X
XavierUniform (class in tinyms.initializers)
Xdivy (class in tinyms.primitives)
Xlogy (class in tinyms.primitives)
Z
Zero (class in tinyms.initializers)
Zeros (class in tinyms.primitives)
zeros() (in module tinyms)
ZerosLike (class in tinyms.primitives)
zip() (in module tinyms.data)
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