v0.3.1
Quick Start
What is TinyMS
Install TinyMS
Implementing an Image Classification App in One Minute
TinyMS Reasoning Visualization Experience
Tutorials
TinyMS ResNet50 Tutorial
TinyMS MobileNetV2 Tutorial
TinyMS SSD300 Tutorial
TinyMS CycleGAN Tutorial
Online Video Tutorial
TinyMS Online Video Tutorial
Design
Design Concept
API Documentation
tinyms
tinyms.context
tinyms.data
tinyms.vision
tinyms.text
tinyms.primitives
tinyms.layers
tinyms.model
tinyms.initializers
tinyms.losses
tinyms.optimizers
tinyms.callbacks
tinyms.metrics
tinyms.hub
tinyms.serving
tinyms.app
Community
Release Roadmap
Contributing Guidelines
Communication
FAQ
TinyMS
»
Index
Edit on GitHub
Index
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I
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J
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V
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Z
A
Abs (class in tinyms.primitives)
abs() (in module tinyms)
(tinyms.Tensor method)
absolute() (in module tinyms)
AccumulateNV2 (class in tinyms.primitives)
Accuracy (class in tinyms.metrics)
ACos (class in tinyms.primitives)
Acosh (class in tinyms.primitives)
ActQuant (class in tinyms.layers)
AdaFactor (class in tinyms.optimizers)
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)
(class in tinyms.primitives)
AdaptiveAvgPool2D (class in tinyms.primitives)
Add (class in tinyms.primitives)
add() (in module tinyms)
add_column() (tinyms.data.Schema method)
add_dict() (tinyms.text.JiebaTokenizer method)
add_flags() (in module tinyms.primitives)
(tinyms.layers.Layer method)
add_flags_recursive() (tinyms.layers.Layer method)
add_index() (tinyms.data.FileWriter method)
add_schema() (tinyms.data.FileWriter method)
add_word() (tinyms.text.JiebaTokenizer method)
AddN (class in tinyms.primitives)
AlexNet (class in tinyms.model)
alexnet() (in module tinyms.model)
all() (tinyms.Tensor method)
AllGather (class in tinyms.primitives)
AllReduce (class in tinyms.primitives)
AllSwap (class in tinyms.primitives)
amax() (in module tinyms)
amin() (in module tinyms)
AngleAtomEnergy (class in tinyms.primitives)
AngleEnergy (class in tinyms.primitives)
AngleForce (class in tinyms.primitives)
AngleForceWithAtomEnergy (class in tinyms.primitives)
any() (tinyms.Tensor method)
append() (in module tinyms)
(tinyms.layers.CellList method)
(tinyms.layers.SequentialCell method)
append_dict() (tinyms.callbacks.CheckpointConfig property)
apply_along_axis() (in module tinyms)
apply_ds() (tinyms.vision.Cifar10Transform method)
(tinyms.vision.CycleGanDatasetTransform method)
(tinyms.vision.ImageFolderTransform method)
(tinyms.vision.MnistTransform method)
(tinyms.vision.ShanshuiTransform method)
(tinyms.vision.VOCTransform method)
apply_over_axes() (in module tinyms)
ApplyAdadelta (class in tinyms.primitives)
ApplyAdagrad (class in tinyms.primitives)
ApplyAdagradDA (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)
arccos() (in module tinyms)
arccosh() (in module tinyms)
arcsin() (in module tinyms)
arcsinh() (in module tinyms)
arctan() (in module tinyms)
arctan2() (in module tinyms)
arctanh() (in module tinyms)
Argmax (class in tinyms.primitives)
argmax() (in module tinyms)
(tinyms.Tensor method)
ArgMaxWithValue (class in tinyms.primitives)
Argmin (class in tinyms.primitives)
argmin() (in module tinyms)
(tinyms.Tensor method)
ArgMinWithValue (class in tinyms.primitives)
array() (in module tinyms)
array_equal() (in module tinyms)
array_equiv() (in module tinyms)
array_split() (in module tinyms)
array_str() (in module tinyms)
asarray() (in module tinyms)
asfarray() (in module tinyms)
Asin (class in tinyms.primitives)
Asinh (class in tinyms.primitives)
asnumpy() (tinyms.Parameter method)
(tinyms.Tensor method)
Assert (class in tinyms.primitives)
Assign (class in tinyms.primitives)
assign_value_cpp() (tinyms.Parameter method)
(tinyms.Tensor method)
AssignAdd (class in tinyms.primitives)
AssignSub (class in tinyms.primitives)
astype() (tinyms.Tensor method)
async_save() (tinyms.callbacks.CheckpointConfig property)
Atan (class in tinyms.primitives)
Atan2 (class in tinyms.primitives)
Atanh (class in tinyms.primitives)
atleast_1d() (in module tinyms)
atleast_2d() (in module tinyms)
atleast_3d() (in module tinyms)
auc() (in module tinyms.metrics)
AUCMetric (class in tinyms.metrics)
auto_parallel_compile_and_run() (tinyms.layers.Layer method)
AutoContrast (class in tinyms.vision)
average() (in module tinyms)
AvgPool (class in tinyms.primitives)
AvgPool1d (class in tinyms.layers)
AvgPool2d (class in tinyms.layers)
AvgPool3D (class in tinyms.primitives)
B
backbone_network() (tinyms.layers.WithLossCell property)
bartlett() (in module tinyms)
BasicLSTMCell (class in tinyms.primitives)
batch_dot() (in module tinyms.primitives)
BatchMatMul (class in tinyms.primitives)
BatchNorm (class in tinyms.primitives)
BatchNorm1d (class in tinyms.layers)
BatchNorm2d (class in tinyms.layers)
BatchNorm3d (class in tinyms.layers)
BatchToSpace (class in tinyms.primitives)
BatchToSpaceND (class in tinyms.primitives)
BCELoss (class in tinyms.losses)
BCEWithLogitsLoss (class in tinyms.losses)
(class in tinyms.primitives)
begin() (tinyms.callbacks.Callback method)
Bert (class in tinyms.model)
bert() (in module tinyms.model)
BertDataset (class in tinyms.data)
BertDatasetTransform (class in tinyms.text)
BertLossCallBack (class in tinyms.callbacks)
BesselI0e (class in tinyms.primitives)
BesselI1e (class in tinyms.primitives)
BiasAdd (class in tinyms.primitives)
BinaryCrossEntropy (class in tinyms.primitives)
bincount() (in module tinyms)
bitwise_and() (in module tinyms)
bitwise_not() (in module tinyms)
bitwise_or() (in module tinyms)
bitwise_xor() (in module tinyms)
BitwiseAnd (class in tinyms.primitives)
BitwiseOr (class in tinyms.primitives)
BitwiseXor (class in tinyms.primitives)
blackman() (in module tinyms)
BleuScore (class in tinyms.metrics)
BNTrainingReduce (class in tinyms.primitives)
BNTrainingUpdate (class in tinyms.primitives)
BondAtomEnergy (class in tinyms.primitives)
BondEnergy (class in tinyms.primitives)
BondForce (class in tinyms.primitives)
BondForceWithAtomEnergy (class in tinyms.primitives)
BondForceWithAtomEnergyAndVirial (class in tinyms.primitives)
BondForceWithAtomVirial (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_arrays() (in module tinyms)
broadcast_params() (tinyms.optimizers.Optimizer method)
broadcast_to() (in module tinyms)
BroadcastTo (class in tinyms.primitives)
BufferAppend (class in tinyms.primitives)
BufferGetItem (class in tinyms.primitives)
BufferSample (class in tinyms.primitives)
build() (tinyms.model.Model method)
C
cache_enable() (tinyms.Parameter property)
cache_shape() (tinyms.Parameter property)
CalculateNowrapCrd (class in tinyms.primitives)
Callback (class in tinyms.callbacks)
candidate_fields() (tinyms.data.MindPage property)
Cast (class in tinyms.primitives)
cast_inputs() (tinyms.layers.Layer method)
cast_param() (tinyms.layers.Layer method)
category_field() (tinyms.data.MindPage property)
cbrt() (in module tinyms)
Cdist (class in tinyms.primitives)
Ceil (class in tinyms.primitives)
ceil() (in module tinyms)
CelebADataset (class in tinyms.data)
CellList (class in tinyms.layers)
cells() (tinyms.layers.Layer method)
cells_and_names() (tinyms.layers.Layer method)
CenterCrop (class in tinyms.vision)
CentralCrop (class in tinyms.layers)
check_names() (tinyms.layers.Layer method)
check_shape_size() (tinyms.primitives.MatMul method)
CheckBprop (class in tinyms.primitives)
CheckpointConfig (class in tinyms.callbacks)
CheckValid (class in tinyms.primitives)
choose() (in module tinyms)
(tinyms.Tensor method)
Cifar100Dataset (class in tinyms.data)
Cifar100ToMR (class in tinyms.data)
Cifar10Dataset (class in tinyms.data)
Cifar10ToMR (class in tinyms.data)
Cifar10Transform (class in tinyms.vision)
clear() (tinyms.metrics.Accuracy method)
(tinyms.metrics.AUCMetric method)
(tinyms.metrics.BleuScore method)
(tinyms.metrics.ConfusionMatrix method)
(tinyms.metrics.ConfusionMatrixMetric method)
(tinyms.metrics.CosineSimilarity method)
(tinyms.metrics.Dice method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.HausdorffDistance method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.MeanSurfaceDistance method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.OcclusionSensitivity method)
(tinyms.metrics.Perplexity method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.ROC method)
(tinyms.metrics.RootMeanSquareDistance method)
(tinyms.metrics.TopKCategoricalAccuracy method)
Client (class in tinyms.serving)
clip() (in module tinyms)
(tinyms.Tensor 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)
close() (tinyms.data.FileReader method)
CLUEDataset (class in tinyms.data)
coco_eval() (in module tinyms.vision)
CocoDataset (class in tinyms.data)
column_stack() (in module tinyms)
comm_fusion() (tinyms.Parameter property)
commit() (tinyms.data.FileWriter method)
compare() (in module tinyms.data)
compile() (tinyms.layers.Layer method)
(tinyms.model.Model method)
compile_and_run() (tinyms.layers.Layer method)
Compose (class in tinyms.text)
(class in tinyms.vision)
ComputeAccidentalHits (class in tinyms.primitives)
Concat (class in tinyms.primitives)
Concatenate (class in tinyms.text)
(class in tinyms.vision)
concatenate() (in module tinyms)
ConfusionMatrix (class in tinyms.metrics)
(class in tinyms.primitives)
ConfusionMatrixMetric (class in tinyms.metrics)
Conj (class in tinyms.primitives)
Constant (class in tinyms.initializers)
Constrain (class in tinyms.primitives)
ConstrainForce (class in tinyms.primitives)
ConstrainForceCycle (class in tinyms.primitives)
ConstrainForceCycleWithVirial (class in tinyms.primitives)
ConstrainForceVirial (class in tinyms.primitives)
construct() (tinyms.layers.DenseQuant method)
(tinyms.layers.DistributedGradReducer method)
(tinyms.layers.Layer method)
(tinyms.losses.CycleGANGeneratorLoss method)
(tinyms.model.Bert method)
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)
Conv2dBnFoldQuant (class in tinyms.layers)
Conv2dBnFoldQuantOneConv (class in tinyms.layers)
Conv2dBnWithoutFoldQuant (class in tinyms.layers)
Conv2dQuant (class in tinyms.layers)
Conv2dThor (class in tinyms.layers)
Conv2dTranspose (class in tinyms.layers)
Conv2DTranspose (class in tinyms.primitives)
Conv3d (class in tinyms.layers)
Conv3D (class in tinyms.primitives)
Conv3dTranspose (class in tinyms.layers)
Conv3DTranspose (class in tinyms.primitives)
convert2tensor() (tinyms.app.ObjectDetector method)
,
[1]
,
[2]
convert_to_mindrecord() (tinyms.data.ImdbDataset method)
convolve() (in module tinyms)
copy() (tinyms.Tensor method)
copysign() (in module tinyms)
core() (in module tinyms.primitives)
corrcoef() (in module tinyms)
correlate() (in module tinyms)
Cos (class in tinyms.primitives)
cos() (in module tinyms)
Cosh (class in tinyms.primitives)
cosh() (in module tinyms)
CosineEmbeddingLoss (class in tinyms.losses)
CosineSimilarity (class in tinyms.metrics)
count() (tinyms.ParameterTuple method)
count_nonzero() (in module tinyms)
(in module tinyms.primitives)
cov() (in module tinyms)
CrdToUintCrd (class in tinyms.primitives)
CrdToUintCrdQuarter (class in tinyms.primitives)
create_runtime_obj() (tinyms.data.DSCallback method)
(tinyms.data.WaitedDSCallback method)
CropAndResize (class in tinyms.primitives)
cross() (in module tinyms)
CrossEntropyWithLabelSmooth (class in tinyms.losses)
CSVDataset (class in tinyms.data)
CsvToMR (class in tinyms.data)
CTCGreedyDecoder (class in tinyms.primitives)
CTCLoss (class in tinyms.primitives)
CumProd (class in tinyms.primitives)
cumprod() (in module tinyms)
CumSum (class in tinyms.primitives)
cumsum() (in module tinyms)
(tinyms.Tensor method)
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() (tinyms.Parameter property)
data_postprocess() (tinyms.app.ObjectDetector method)
,
[1]
,
[2]
data_preprocess() (tinyms.app.ObjectDetector method)
,
[1]
,
[2]
data_sync() (tinyms.Parameter method)
(tinyms.Tensor method)
DataFormatDimMap (class in tinyms.primitives)
DatasetCache (class in tinyms.data)
decay_weight() (tinyms.optimizers.Optimizer method)
Decode (class in tinyms.vision)
DeepFM (class in tinyms.model)
deepfm() (in module tinyms.model)
DeepFMEvalModel (class in tinyms.model)
DeepFMTrainModel (class in tinyms.model)
DeepFMWithLoss (class in tinyms.model)
deg2rad() (in module tinyms)
Dense (class in tinyms.layers)
DenseBnAct (class in tinyms.layers)
densenet100() (in module tinyms.model)
DenseQuant (class in tinyms.layers)
DenseThor (class in tinyms.layers)
Depend (class in tinyms.primitives)
DepthToSpace (class in tinyms.primitives)
DepthwiseConv2dNative (class in tinyms.primitives)
deserialize() (in module tinyms.data)
Diag (class in tinyms.primitives)
diag() (in module tinyms)
diag_indices() (in module tinyms)
diagflat() (in module tinyms)
diagonal() (in module tinyms)
(tinyms.Tensor method)
DiagPart (class in tinyms.primitives)
Dice (class in tinyms.metrics)
DiceLoss (class in tinyms.losses)
diff() (in module tinyms)
DiGamma (class in tinyms.layers)
digitize() (in module tinyms)
Dihedral14CFAtomEnergy (class in tinyms.primitives)
Dihedral14CFEnergy (class in tinyms.primitives)
Dihedral14ForceWithAtomEnergyVirial (class in tinyms.primitives)
Dihedral14LJAtomEnergy (class in tinyms.primitives)
Dihedral14LJCFForceWithAtomEnergy (class in tinyms.primitives)
Dihedral14LJEnergy (class in tinyms.primitives)
Dihedral14LJForce (class in tinyms.primitives)
Dihedral14LJForceWithDirectCF (class in tinyms.primitives)
DihedralAtomEnergy (class in tinyms.primitives)
DihedralEnergy (class in tinyms.primitives)
DihedralForce (class in tinyms.primitives)
DihedralForceWithAtomEnergy (class in tinyms.primitives)
dim() (tinyms.Parameter method)
(tinyms.Tensor method)
DistributedGradReducer (class in tinyms.layers)
DistributedSampler (class in tinyms.data)
,
[1]
Div (class in tinyms.primitives)
divide() (in module tinyms)
divmod() (in module tinyms)
DivNoNan (class in tinyms.primitives)
dot() (in module tinyms)
(in module tinyms.primitives)
download_dataset() (in module tinyms.data)
draw() (tinyms.vision.ImageViewer method)
draw_boxes_on_image() (in module tinyms.app)
Dropout (class in tinyms.layers)
(class in tinyms.primitives)
Dropout2D (class in tinyms.primitives)
Dropout3D (class in tinyms.primitives)
DropoutDoMask (class in tinyms.primitives)
DropoutGenMask (class in tinyms.primitives)
ds_begin() (tinyms.data.DSCallback method)
ds_epoch_begin() (tinyms.data.DSCallback method)
(tinyms.data.WaitedDSCallback method)
ds_epoch_end() (tinyms.data.DSCallback method)
ds_step_begin() (tinyms.data.DSCallback method)
(tinyms.data.WaitedDSCallback method)
ds_step_end() (tinyms.data.DSCallback method)
DSCallback (class in tinyms.data)
dsplit() (in module tinyms)
dstack() (in module tinyms)
DType (class in tinyms.primitives)
dtype() (tinyms.Parameter property)
(tinyms.Tensor property)
dtype_to_nptype() (in module tinyms)
dtype_to_pytype() (in module tinyms)
Duplicate (class in tinyms.text)
(class in tinyms.vision)
DynamicGRUV2 (class in tinyms.primitives)
DynamicLossScaleUpdateCell (class in tinyms.layers)
DynamicRNN (class in tinyms.primitives)
DynamicShape (class in tinyms.primitives)
E
ediff1d() (in module tinyms)
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)
EmbeddingLookupThor (class in tinyms.layers)
EmbeddingThor (class in tinyms.layers)
empty() (in module tinyms)
empty_like() (in module tinyms)
enc_key() (tinyms.callbacks.CheckpointConfig property)
enc_mode() (tinyms.callbacks.CheckpointConfig property)
end() (tinyms.callbacks.Callback method)
(tinyms.callbacks.ModelCheckpoint method)
(tinyms.data.WaitedDSCallback method)
epoch_begin() (tinyms.callbacks.Callback method)
(tinyms.callbacks.TimeMonitor method)
epoch_end() (tinyms.callbacks.Callback method)
(tinyms.callbacks.TimeMonitor method)
(tinyms.data.WaitedDSCallback method)
Eps (class in tinyms.primitives)
Equal (class in tinyms.primitives)
equal() (in module tinyms)
EqualCount (class in tinyms.primitives)
Equalize (class in tinyms.vision)
Erf (class in tinyms.primitives)
Erfc (class in tinyms.primitives)
Erfinv (class in tinyms.primitives)
,
[1]
eval() (tinyms.metrics.Accuracy method)
(tinyms.metrics.BleuScore method)
(tinyms.metrics.ConfusionMatrix method)
(tinyms.metrics.ConfusionMatrixMetric method)
(tinyms.metrics.CosineSimilarity method)
(tinyms.metrics.Dice method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.HausdorffDistance method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.MeanSurfaceDistance method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.OcclusionSensitivity method)
(tinyms.metrics.Perplexity method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.ROC method)
(tinyms.metrics.RootMeanSquareDistance method)
(tinyms.metrics.TopKCategoricalAccuracy method)
(tinyms.model.Model method)
eval_network() (tinyms.model.Model property)
exec_checkpoint_graph() (tinyms.layers.Layer method)
Exp (class in tinyms.primitives)
exp() (in module tinyms)
exp2() (in module tinyms)
expand_as() (tinyms.Tensor method)
expand_dims() (in module tinyms)
ExpandDims (class in tinyms.primitives)
Expm1 (class in tinyms.primitives)
expm1() (in module tinyms)
export() (tinyms.model.Model method)
extend() (tinyms.layers.CellList method)
extend_repr() (tinyms.layers.Conv2dBnFoldQuant method)
(tinyms.layers.Conv2dBnFoldQuantOneConv method)
(tinyms.layers.Conv2dBnWithoutFoldQuant method)
(tinyms.layers.Conv2dQuant method)
(tinyms.layers.DenseQuant method)
(tinyms.layers.FakeQuantWithMinMaxObserver method)
(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)
fabs() (in module tinyms)
FakeQuantWithMinMaxObserver (class in tinyms.layers)
FastGelu (class in tinyms.layers)
FastGeLU (class in tinyms.primitives)
FastGelu (class in tinyms.primitives)
Fbeta (class in tinyms.metrics)
FFT3D (class in tinyms.primitives)
FileReader (class in tinyms.data)
FileWriter (class in tinyms.data)
Fill (class in tinyms.primitives)
(class in tinyms.text)
(class in tinyms.vision)
fill() (tinyms.Tensor method)
fix() (in module tinyms)
FixedLossScaleUpdateCell (class in tinyms.layers)
Flatten (class in tinyms.layers)
(class in tinyms.primitives)
flatten() (tinyms.Tensor method)
flip() (in module tinyms)
fliplr() (in module tinyms)
flipud() (in module tinyms)
float_power() (in module tinyms)
FloatStatus (class in tinyms.primitives)
Floor (class in tinyms.primitives)
floor() (in module tinyms)
floor_divide() (in module tinyms)
FloorDiv (class in tinyms.primitives)
FloorMod (class in tinyms.primitives)
flush_from_cache() (tinyms.Tensor method)
fmod() (in module tinyms)
FocalLoss (class in tinyms.losses)
ForwardValueAndGrad (class in tinyms.layers)
from_dataset() (tinyms.text.SentencePieceVocab class method)
(tinyms.text.Vocab class method)
from_dict() (tinyms.text.Vocab class method)
from_file() (tinyms.text.SentencePieceVocab class method)
(tinyms.text.Vocab class method)
from_json() (tinyms.data.Schema method)
(tinyms.vision.Grayscale class method)
from_list() (tinyms.text.Vocab class method)
from_numpy() (tinyms.Parameter method)
(tinyms.Tensor static method)
FTRL (class in tinyms.optimizers)
full() (in module tinyms)
full_like() (in module tinyms)
FusedCastAdamWeightDecay (class in tinyms.primitives)
FusedSparseAdam (class in tinyms.primitives)
FusedSparseFtrl (class in tinyms.primitives)
FusedSparseLazyAdam (class in tinyms.primitives)
FusedSparseProximalAdagrad (class in tinyms.primitives)
FusedWeightScaleApplyMomentum (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 (class in tinyms.primitives)
gcd() (in module tinyms)
GELU (class in tinyms.layers)
GeLU (class in tinyms.primitives)
Gelu (class in tinyms.primitives)
generate_image_list() (in module tinyms.data)
generate_scope() (tinyms.layers.Layer method)
GeneratorDataset (class in tinyms.data)
geomspace() (in module tinyms)
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_axis() (tinyms.losses.LossBase method)
get_category_fields() (tinyms.data.MindPage method)
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_datas() (tinyms.data.ImdbDataset method)
get_edge_feature() (tinyms.data.GraphData method)
get_edges_from_nodes() (tinyms.data.GraphData method)
get_fl_context() (in module tinyms.context)
get_flags() (tinyms.layers.Layer method)
get_func_graph_proto() (tinyms.layers.Layer method)
get_loss() (tinyms.losses.LossBase method)
get_loss_scale() (tinyms.layers.DynamicLossScaleUpdateCell method)
(tinyms.layers.FixedLossScaleUpdateCell 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_next() (tinyms.data.FileReader method)
get_node_feature() (tinyms.data.GraphData method)
get_nodes_from_edges() (tinyms.data.GraphData method)
get_overflow_status() (tinyms.layers.TrainOneStepWithLossScaleCell 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_stat() (tinyms.data.DatasetCache method)
get_stop_requested() (tinyms.callbacks.RunContext method)
GetCenterOfMass (class in tinyms.primitives)
GetNext (class in tinyms.primitives)
GetNextSingleOp (class in tinyms.layers)
GlobalBatchNorm (class in tinyms.layers)
grad() (in module tinyms.primitives)
gradient() (in module tinyms)
gradients_centralization() (tinyms.optimizers.Optimizer method)
GradOperation (class in tinyms.primitives)
,
[1]
graph_info() (tinyms.data.GraphData method)
GraphData (class in tinyms.data)
Grayscale (class in tinyms.vision)
Greater (class in tinyms.primitives)
greater() (in module tinyms)
greater_equal() (in module tinyms)
GreaterEqual (class in tinyms.primitives)
GroupNorm (class in tinyms.layers)
GRU (class in tinyms.layers)
GRUCell (class in tinyms.layers)
H
hamming() (in module tinyms)
hanning() (in module tinyms)
has_init() (tinyms.Tensor property)
HausdorffDistance (class in tinyms.metrics)
heaviside() (in module tinyms)
HeNormal (class in tinyms.initializers)
HeUniform (class in tinyms.initializers)
histogram() (in module tinyms)
histogram2d() (in module tinyms)
histogram_bin_edges() (in module tinyms)
histogramdd() (in module tinyms)
HistogramFixedWidth (class in tinyms.primitives)
HistogramSummary (class in tinyms.primitives)
HookBackward (class in tinyms.primitives)
HShrink (class in tinyms.layers)
(class in tinyms.primitives)
HSigmoid (class in tinyms.layers)
(class in tinyms.primitives)
hsplit() (in module tinyms)
hstack() (in module tinyms)
HSwish (class in tinyms.layers)
(class in tinyms.primitives)
HWC2CHW (class in tinyms.vision)
HyperMap (class in tinyms.primitives)
hypot() (in module tinyms)
I
Identity (class in tinyms.primitives)
identity() (in module tinyms)
IFFT3D (class in tinyms.primitives)
IGamma (class in tinyms.layers)
Imag (class in tinyms.primitives)
ImageBatchFormat (class in tinyms.vision)
ImageFolderDataset (class in tinyms.data)
ImageFolderTransform (class in tinyms.vision)
ImageGradients (class in tinyms.layers)
ImageNetToMR (class in tinyms.data)
ImageSummary (class in tinyms.primitives)
ImageViewer (class in tinyms.vision)
ImdbDataset (class in tinyms.data)
in1d() (in module tinyms)
index() (tinyms.ParameterTuple method)
IndexAdd (class in tinyms.primitives)
indexes() (tinyms.metrics.Metric property)
indices() (in module tinyms)
infer_param_pipeline_stage() (tinyms.layers.Layer method)
infer_predict_layout() (tinyms.model.Model method)
infer_train_layout() (tinyms.model.Model method)
infer_value() (tinyms.primitives.Range method)
(tinyms.primitives.Sqrt method)
init_ada_factor_state() (tinyms.optimizers.AdaFactor method)
init_data() (tinyms.Parameter method)
(tinyms.Tensor 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() (tinyms.layers.CellList method)
insert_child_to_cell() (tinyms.layers.Layer method)
insert_param_to_cell() (tinyms.layers.Layer method)
InsertGradientOf (class in tinyms.primitives)
InstanceNorm2d (class in tinyms.layers)
integrated_save() (tinyms.callbacks.CheckpointConfig property)
Inter (class in tinyms.vision)
interp() (in module tinyms)
InTopK (class in tinyms.primitives)
Inv (class in tinyms.primitives)
Invert (class in tinyms.primitives)
(class in tinyms.vision)
invert() (in module tinyms)
InvertPermutation (class in tinyms.primitives)
IOU (class in tinyms.primitives)
is_init() (tinyms.Parameter property)
(tinyms.Tensor method)
isclose() (in module tinyms)
IsFinite (class in tinyms.primitives)
isfinite() (in module tinyms)
isin() (in module tinyms)
IsInf (class in tinyms.primitives)
isinf() (in module tinyms)
IsInstance (class in tinyms.primitives)
IsNan (class in tinyms.primitives)
isnan() (in module tinyms)
isneginf() (in module tinyms)
isposinf() (in module tinyms)
isscalar() (in module tinyms)
IsSubClass (class in tinyms.primitives)
issubclass_() (in module tinyms)
item() (tinyms.Tensor method)
itemset() (tinyms.Tensor method)
itemsize() (tinyms.Tensor property)
ix_() (in module tinyms)
J
JiebaTokenizer (class in tinyms.text)
K
KaggleDisplayAdvertisingDataset (class in tinyms.data)
keep_checkpoint_max() (tinyms.callbacks.CheckpointConfig property)
keep_checkpoint_per_n_minutes() (tinyms.callbacks.CheckpointConfig property)
KLDivLoss (class in tinyms.primitives)
kron() (in module tinyms)
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)
LastCrdToDr (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)
layerwise_parallel() (tinyms.Parameter property)
LazyAdam (class in tinyms.optimizers)
LBeta (class in tinyms.layers)
lcm() (in module tinyms)
LeakyReLU (class in tinyms.layers)
LearningRateScheduler (class in tinyms.callbacks)
LeNet (class in tinyms.model)
lenet5() (in module tinyms.model)
Lerp (class in tinyms.primitives)
Less (class in tinyms.primitives)
less() (in module tinyms)
less_equal() (in module tinyms)
LessEqual (class in tinyms.primitives)
LGamma (class in tinyms.layers)
LinSpace (class in tinyms.primitives)
linspace() (in module tinyms)
list_servables() (tinyms.serving.Client method)
LJEnergy (class in tinyms.primitives)
LJForce (class in tinyms.primitives)
LJForceWithPMEDirectForce (class in tinyms.primitives)
LJForceWithPMEDirectForceUpdate (class in tinyms.primitives)
LJForceWithVirialEnergy (class in tinyms.primitives)
LJForceWithVirialEnergyUpdate (class in tinyms.primitives)
load() (in module tinyms.hub)
(in module tinyms.model)
load_and_parse_config() (in module tinyms.app)
load_checkpoint() (in module tinyms.hub)
(tinyms.model.Model method)
load_img() (in module tinyms.data)
load_mindreocrd_dataset() (tinyms.data.KaggleDisplayAdvertisingDataset method)
load_parameter_slice() (tinyms.layers.Layer method)
load_resized_img() (in module tinyms.data)
load_weights() (in module tinyms.hub)
Log (class in tinyms.primitives)
log() (in module tinyms)
log10() (in module tinyms)
Log1p (class in tinyms.primitives)
log1p() (in module tinyms)
log2() (in module tinyms)
logaddexp() (in module tinyms)
logaddexp2() (in module tinyms)
logical_and() (in module tinyms)
logical_not() (in module tinyms)
logical_or() (in module tinyms)
logical_xor() (in module tinyms)
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)
Lookup (class in tinyms.text)
Loss (class in tinyms.metrics)
LossBase (class in tinyms.losses)
LossMonitor (class in tinyms.callbacks)
LossTimeMonitor (class in tinyms.callbacks)
LossTimeMonitorV2 (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)
MAELoss (class in tinyms.losses)
MakeRefKey (class in tinyms.primitives)
ManifestDataset (class in tinyms.data)
MapCenterOfMass (class in tinyms.primitives)
Mask (class in tinyms.text)
(class in tinyms.vision)
MaskedFill (class in tinyms.primitives)
MaskedSelect (class in tinyms.primitives)
MatDet (class in tinyms.layers)
MatInverse (class in tinyms.layers)
MatMul (class in tinyms.layers)
(class in tinyms.primitives)
matmul() (in module tinyms)
(in module tinyms.primitives)
MatrixDiag (class in tinyms.layers)
MatrixDiagPart (class in tinyms.layers)
MatrixInverse (class in tinyms.primitives)
MatrixSetDiag (class in tinyms.layers)
max() (in module tinyms)
(tinyms.Tensor method)
Maximum (class in tinyms.primitives)
maximum() (in module tinyms)
MaxPool (class in tinyms.primitives)
MaxPool1d (class in tinyms.layers)
MaxPool2d (class in tinyms.layers)
MaxPool3D (class in tinyms.primitives)
MaxPoolWithArgmax (class in tinyms.primitives)
MDIterationGradientDescent (class in tinyms.primitives)
MDIterationLeapFrog (class in tinyms.primitives)
,
[1]
MDIterationLeapFrogLiujian (class in tinyms.primitives)
MDIterationLeapFrogLiujianWithMaxVel (class in tinyms.primitives)
MDIterationLeapFrogWithMaxVel (class in tinyms.primitives)
MDIterationSetupRandState (class in tinyms.primitives)
MDTemperature (class in tinyms.primitives)
mean() (in module tinyms)
(tinyms.Tensor method)
MeanSurfaceDistance (class in tinyms.metrics)
Merge (class in tinyms.primitives)
Meshgrid (class in tinyms.primitives)
meshgrid() (in module tinyms)
Metric (class in tinyms.metrics)
min() (in module tinyms)
(tinyms.Tensor method)
MindDataset (class in tinyms.data)
MindPage (class in tinyms.data)
Minimum (class in tinyms.primitives)
minimum() (in module tinyms)
MirrorPad (class in tinyms.primitives)
Mish (class in tinyms.primitives)
MixUpBatch (class in tinyms.vision)
MnistDataset (class in tinyms.data)
MnistToMR (class in tinyms.data)
MnistTransform (class in tinyms.vision)
MobileNetV2 (class in tinyms.model)
mobilenetv2() (in module tinyms.model)
Mod (class in tinyms.primitives)
mod() (in module tinyms)
Model (class in tinyms.model)
model_build() (tinyms.app.ObjectDetector method)
,
[1]
,
[2]
model_load_and_predict() (tinyms.app.ObjectDetector method)
,
[1]
,
[2]
ModelCheckpoint (class in tinyms.callbacks)
Moments (class in tinyms.layers)
Momentum (class in tinyms.optimizers)
moveaxis() (in module tinyms)
ms_function() (in module tinyms)
MSE (class in tinyms.metrics)
MSELoss (class in tinyms.losses)
MSSSIM (class in tinyms.layers)
Mul (class in tinyms.primitives)
MulNoNan (class in tinyms.primitives)
MulQuant (class in tinyms.layers)
multi_dot() (in module tinyms)
MultiClassDiceLoss (class in tinyms.losses)
MultiFieldEmbeddingLookup (class in tinyms.layers)
Multinomial (class in tinyms.primitives)
multinomial() (in module tinyms.primitives)
multiply() (in module tinyms)
MultitypeFuncGraph (class in tinyms.primitives)
N
name() (tinyms.Parameter property)
name_cells() (tinyms.layers.Layer method)
names() (in module tinyms.metrics)
nancumsum() (in module tinyms)
nanmax() (in module tinyms)
nanmean() (in module tinyms)
nanmin() (in module tinyms)
nanstd() (in module tinyms)
nansum() (in module tinyms)
nanvar() (in module tinyms)
nbytes() (tinyms.Tensor property)
ndim() (tinyms.Tensor property)
Neg (class in tinyms.primitives)
negative() (in module tinyms)
NeighborListRefresh (class in tinyms.primitives)
NeighborListUpdate (class in tinyms.primitives)
net_with_loss() (in module tinyms.losses)
Ngram (class in tinyms.text)
NLLLoss (class in tinyms.primitives)
NMSWithMask (class in tinyms.primitives)
NoRepeatNGram (class in tinyms.primitives)
Norm (class in tinyms.layers)
norm() (in module tinyms)
Normal (class in tinyms.initializers)
normal() (in module tinyms.primitives)
Normalize (class in tinyms.vision)
not_equal() (in module tinyms)
,
[1]
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
object_detection_predict() (in module tinyms.app)
,
[1]
,
[2]
ObjectDetector (class in tinyms.app)
,
[1]
,
[2]
OcclusionSensitivity (class in tinyms.metrics)
One (class in tinyms.initializers)
OneHot (class in tinyms.layers)
(class in tinyms.primitives)
(class in tinyms.text)
(class in tinyms.vision)
Ones (class in tinyms.primitives)
ones() (in module tinyms)
ones_like() (in module tinyms)
OnesLike (class in tinyms.primitives)
open_and_set_header() (tinyms.data.FileWriter method)
open_for_append() (tinyms.data.FileWriter class method)
Optimizer (class in tinyms.optimizers)
original_args() (tinyms.callbacks.RunContext method)
outer() (in module tinyms)
P
Pack (class in tinyms.primitives)
pack() (in module tinyms.primitives)
Pad (class in tinyms.layers)
(class in tinyms.primitives)
(class in tinyms.vision)
pad() (in module tinyms)
PaddedDataset (class in tinyms.data)
Padding (class in tinyms.primitives)
PadEnd (class in tinyms.text)
(class in tinyms.vision)
parallel_optimizer() (tinyms.Parameter property)
parallel_optimizer_comm_recompute() (tinyms.Parameter property)
ParallelConcat (class in tinyms.primitives)
ParallelMode (class in tinyms.context)
param_prefix() (tinyms.layers.Layer property)
Parameter (class in tinyms)
parameter_layout_dict() (tinyms.layers.Layer property)
parameters_and_names() (tinyms.layers.Layer method)
parameters_broadcast_dict() (tinyms.layers.Layer method)
parameters_dict() (tinyms.layers.Layer method)
ParameterTuple (class in tinyms)
ParameterUpdate (class in tinyms.layers)
parse() (tinyms.data.ImdbDataset method)
(tinyms.data.PKSampler method)
(tinyms.data.RandomSampler method)
(tinyms.data.SequentialSampler method)
(tinyms.data.SubsetRandomSampler method)
(tinyms.data.SubsetSampler method)
(tinyms.data.WeightedRandomSampler method)
parse_columns() (tinyms.data.Schema method)
parse_for_minddataset() (tinyms.data.PKSampler method)
(tinyms.data.RandomSampler method)
(tinyms.data.SequentialSampler method)
(tinyms.data.SubsetRandomSampler method)
(tinyms.data.SubsetSampler method)
Partial (class in tinyms.primitives)
Perplexity (class in tinyms.metrics)
piecewise() (in module tinyms)
PILRandomHorizontalFlip (in module tinyms.vision)
PipelineCell (class in tinyms.layers)
PKSampler (class in tinyms.data)
PMEEnergy (class in tinyms.primitives)
PMEEnergyUpdate (class in tinyms.primitives)
PMEExcludedForce (class in tinyms.primitives)
PMEExcludedForceUpdate (class in tinyms.primitives)
PMEReciprocalForce (class in tinyms.primitives)
PMEReciprocalForceUpdate (class in tinyms.primitives)
Poisson (class in tinyms.primitives)
poisson() (in module tinyms.primitives)
polyadd() (in module tinyms)
polyder() (in module tinyms)
polyint() (in module tinyms)
polymul() (in module tinyms)
polysub() (in module tinyms)
polyval() (in module tinyms)
PopulationCount (class in tinyms.primitives)
positive() (in module tinyms)
postprocess() (tinyms.vision.Cifar10Transform method)
(tinyms.vision.ImageFolderTransform method)
(tinyms.vision.MnistTransform method)
(tinyms.vision.ShanshuiTransform method)
(tinyms.vision.VOCTransform method)
Pow (class in tinyms.primitives)
power() (in module tinyms)
Precision (class in tinyms.metrics)
predict() (tinyms.model.Model method)
(tinyms.serving.Client method)
predict_network() (tinyms.model.Model property)
PReLU (class in tinyms.layers)
(class in tinyms.primitives)
Print (class in tinyms.primitives)
process_loss_scale() (tinyms.layers.TrainOneStepWithLossScaleCell method)
promote_types() (in module tinyms)
ProximalAdagrad (class in tinyms.optimizers)
PSNR (class in tinyms.layers)
ptp() (in module tinyms)
(tinyms.Tensor method)
Pull (class in tinyms.primitives)
PullWeight (class in tinyms.primitives)
Push (class in tinyms.primitives)
PushWeight (class in tinyms.primitives)
PyFunc (class in tinyms.primitives)
PythonTokenizer (class in tinyms.text)
pytype_to_dtype() (in module tinyms)
R
rad2deg() (in module tinyms)
radians() (in module tinyms)
random_walk() (tinyms.data.GraphData method)
RandomAffine (class in tinyms.vision)
RandomApply (class in tinyms.text)
(class in tinyms.vision)
RandomCategorical (class in tinyms.primitives)
RandomChoice (class in tinyms.text)
(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)
(class in tinyms.primitives)
Rank (class in tinyms.primitives)
ravel() (in module tinyms)
(tinyms.Tensor method)
ravel_multi_index() (in module tinyms)
read_at_page_by_id() (tinyms.data.MindPage method)
read_at_page_by_name() (tinyms.data.MindPage method)
read_category_info() (tinyms.data.MindPage method)
Real (class in tinyms.primitives)
RealDiv (class in tinyms.primitives)
rearrange_inputs() (in module tinyms.metrics)
Recall (class in tinyms.metrics)
Reciprocal (class in tinyms.primitives)
reciprocal() (in module tinyms)
recompute() (tinyms.layers.Layer method)
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)
RefreshBoxmapTimes (class in tinyms.primitives)
RefreshCrdVel (class in tinyms.primitives)
RefreshUintCrd (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)
remainder() (in module tinyms)
remove_redundant_parameters() (tinyms.layers.Layer method)
repeat() (in module tinyms)
(tinyms.Tensor method)
repeat_elements() (in module tinyms.primitives)
request_stop() (tinyms.callbacks.RunContext method)
requires_grad() (tinyms.Parameter property)
Rescale (class in tinyms.vision)
reset() (tinyms.layers.FakeQuantWithMinMaxObserver method)
reset_auto_parallel_context() (in module tinyms.context)
reset_ps_context() (in module tinyms.context)
Reshape (class in tinyms.primitives)
reshape() (in module tinyms)
(tinyms.Tensor method)
Resize (class in tinyms.vision)
resize() (tinyms.Tensor method)
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)
result_type() (in module tinyms)
ReverseSequence (class in tinyms.primitives)
ReverseV2 (class in tinyms.primitives)
Rint (class in tinyms.primitives)
rint() (in module tinyms)
RMSELoss (class in tinyms.losses)
RMSProp (class in tinyms.optimizers)
RNN (class in tinyms.layers)
RNNCell (class in tinyms.layers)
RNNTLoss (class in tinyms.primitives)
ROC (class in tinyms.metrics)
roc() (tinyms.metrics.ROC method)
ROIAlign (class in tinyms.primitives)
Roll (class in tinyms.layers)
roll() (in module tinyms)
rollaxis() (in module tinyms)
RootMeanSquareDistance (class in tinyms.metrics)
rot90() (in module tinyms)
Round (class in tinyms.primitives)
RowTensor (class in tinyms)
Rsqrt (class in tinyms.primitives)
run() (tinyms.data.Cifar100ToMR method)
(tinyms.data.Cifar10ToMR method)
(tinyms.data.CsvToMR method)
(tinyms.data.ImageNetToMR method)
(tinyms.data.MnistToMR method)
(tinyms.data.TFRecordToMR method)
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)
save_gradient() (tinyms.layers.Conv2dThor method)
(tinyms.layers.DenseThor method)
(tinyms.layers.EmbeddingLookupThor method)
(tinyms.layers.EmbeddingThor method)
save_image() (in module tinyms.app)
save_model() (tinyms.text.SentencePieceVocab class method)
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)
SearchSorted (class in tinyms.primitives)
searchsorted() (in module tinyms)
(tinyms.Tensor method)
Select (class in tinyms.primitives)
select() (in module tinyms)
SeLU (class in tinyms.primitives)
SentencePieceModel (class in tinyms.text)
SentencePieceTokenizer (class in tinyms.text)
SentencePieceVocab (class in tinyms.text)
SentimentNet (class in tinyms.model)
sentimentnet() (in module tinyms.model)
sequence_mask() (in module tinyms.primitives)
SequentialCell (class in tinyms.layers)
SequentialLayer (class in tinyms.layers)
SequentialSampler (class in tinyms.data)
serialize() (in module tinyms.data)
Server (class in tinyms.serving)
set_auto_parallel() (tinyms.layers.Layer method)
set_auto_parallel_context() (in module tinyms.context)
set_boost() (tinyms.layers.Layer method)
set_broadcast_flag() (tinyms.layers.Layer method)
set_cast_dtype() (tinyms.Parameter method)
(tinyms.Tensor method)
set_category_field() (tinyms.data.MindPage method)
set_comm_fusion() (tinyms.layers.Layer method)
set_context() (in module tinyms.context)
set_data() (tinyms.Parameter method)
set_dtype() (tinyms.Parameter method)
(tinyms.Tensor method)
set_fl_context() (in module tinyms.context)
set_grad() (tinyms.layers.Layer method)
set_header_size() (tinyms.data.FileWriter method)
set_indexes() (tinyms.metrics.Metric method)
set_init_flag() (tinyms.Parameter method)
(tinyms.Tensor method)
set_page_size() (tinyms.data.FileWriter method)
set_parallel_input_with_inputs() (tinyms.layers.Layer method)
set_param_fl() (tinyms.layers.Layer method)
(tinyms.Parameter method)
set_param_ps() (tinyms.layers.Layer method)
(tinyms.Parameter method)
set_ps_context() (in module tinyms.context)
set_seed() (in module tinyms)
set_sense_scale() (tinyms.layers.TrainOneStepWithLossScaleCell method)
set_train() (tinyms.layers.Layer method)
SGD (class in tinyms.optimizers)
(class in tinyms.primitives)
ShanshuiTransform (class in tinyms.vision)
Shape (class in tinyms.primitives)
shape() (tinyms.Parameter property)
(tinyms.Tensor property)
show() (in module tinyms.data)
(tinyms.vision.ImageViewer method)
shutdown() (tinyms.serving.Server method)
Sigmoid (class in tinyms.layers)
(class in tinyms.primitives)
SigmoidCrossEntropyWithLogits (class in tinyms.primitives)
Sign (class in tinyms.primitives)
sign() (in module tinyms)
signbit() (in module tinyms)
Sin (class in tinyms.primitives)
sin() (in module tinyms)
Sinh (class in tinyms.primitives)
sinh() (in module tinyms)
Size (class in tinyms.primitives)
size() (in module tinyms)
(tinyms.Tensor property)
Slice (class in tinyms.primitives)
(class in tinyms.text)
(class in tinyms.vision)
sliced() (tinyms.Parameter property)
SlidingWindow (class in tinyms.text)
SmoothL1Loss (class in tinyms.losses)
(class in tinyms.primitives)
SoftDvppDecodeRandomCropResizeJpeg (class in tinyms.vision)
SoftDvppDecodeResizeJpeg (class in tinyms.vision)
SoftMarginLoss (class in tinyms.losses)
(class in tinyms.primitives)
Softmax (class in tinyms.layers)
(class in tinyms.primitives)
SoftmaxCrossEntropyWithLogits (class in tinyms.losses)
(class in tinyms.primitives)
Softplus (class in tinyms.primitives)
SoftShrink (class in tinyms.layers)
(class in tinyms.primitives)
Softsign (class in tinyms.primitives)
sometrue() (in module tinyms)
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)
SparseApplyRMSProp (class in tinyms.primitives)
SparseGatherV2 (class in tinyms.primitives)
SparseSoftmaxCrossEntropyWithLogits (class in tinyms.primitives)
SparseTensor (class in tinyms)
SparseTensorDenseMatmul (class in tinyms.primitives)
SparseToDense (class in tinyms.primitives)
SPieceTokenizerLoadType (class in tinyms.text)
SPieceTokenizerOutType (class in tinyms.text)
Split (class in tinyms.primitives)
split() (in module tinyms)
SplitV (class in tinyms.primitives)
Sqrt (class in tinyms.primitives)
sqrt() (in module tinyms)
Square (class in tinyms.primitives)
square() (in module tinyms)
SquaredDifference (class in tinyms.primitives)
SquareSumAll (class in tinyms.primitives)
Squeeze (class in tinyms.primitives)
squeeze() (in module tinyms)
(tinyms.Tensor method)
SSD300 (class in tinyms.model)
ssd300_mobilenetv2() (in module tinyms.model)
SSD300WithLoss (class in tinyms.losses)
ssd_bboxes_encode() (in module tinyms.vision)
ssd_bboxes_filter() (in module tinyms.vision)
SSIM (class in tinyms.layers)
Stack (class in tinyms.primitives)
stack() (in module tinyms)
StandardLaplace (class in tinyms.primitives)
StandardNormal (class in tinyms.primitives)
start_overflow_check() (tinyms.layers.TrainOneStepWithLossScaleCell method)
start_server() (tinyms.serving.Server method)
stats_data() (tinyms.data.KaggleDisplayAdvertisingDataset method)
std() (in module tinyms)
(tinyms.Tensor method)
step_begin() (tinyms.callbacks.Callback method)
step_end() (tinyms.callbacks.BertLossCallBack method)
(tinyms.callbacks.Callback method)
(tinyms.callbacks.LearningRateScheduler method)
(tinyms.callbacks.LossMonitor method)
(tinyms.callbacks.ModelCheckpoint method)
(tinyms.data.WaitedDSCallback method)
StridedSlice (class in tinyms.primitives)
strides() (tinyms.Tensor property)
Sub (class in tinyms.primitives)
SubsetRandomSampler (class in tinyms.data)
SubsetSampler (class in tinyms.data)
subtract() (in module tinyms)
sum() (in module tinyms)
(tinyms.Tensor method)
SummaryCollector (class in tinyms.callbacks)
swapaxes() (in module tinyms)
(tinyms.Tensor method)
sync_epoch_begin() (tinyms.data.WaitedDSCallback method)
sync_step_begin() (tinyms.data.WaitedDSCallback method)
SyncBatchNorm (class in tinyms.layers)
T
T() (tinyms.Tensor property)
take() (in module tinyms)
(tinyms.Tensor method)
take_along_axis() (in module tinyms)
Tan (class in tinyms.primitives)
tan() (in module tinyms)
Tanh (class in tinyms.layers)
(class in tinyms.primitives)
tanh() (in module tinyms)
target() (tinyms.optimizers.AdaFactor property)
(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 (class in tinyms.primitives)
TensorAddQuant (class in tinyms.layers)
tensordot() (in module tinyms)
TensorScatterAdd (class in tinyms.primitives)
TensorScatterMax (class in tinyms.primitives)
TensorScatterMin (class in tinyms.primitives)
TensorScatterSub (class in tinyms.primitives)
TensorScatterUpdate (class in tinyms.primitives)
TensorSummary (class in tinyms.primitives)
TextFileDataset (class in tinyms.data)
tfrecord_iterator() (tinyms.data.TFRecordToMR method)
tfrecord_iterator_oldversion() (tinyms.data.TFRecordToMR method)
TFRecordDataset (class in tinyms.data)
TFRecordToMR (class in tinyms.data)
thor() (in module tinyms.optimizers)
Tile (class in tinyms.primitives)
tile() (in module tinyms)
TimeDistributed (class in tinyms.layers)
,
[1]
TimeMonitor (class in tinyms.callbacks)
tinyms (module)
tinyms.app (module)
tinyms.callbacks (module)
tinyms.context (module)
tinyms.data (module)
tinyms.hub (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.text (module)
tinyms.vision (module)
to_bytes() (in module tinyms.text)
to_float() (tinyms.layers.Layer method)
to_json() (tinyms.data.Schema method)
(tinyms.vision.Grayscale method)
to_str() (in module tinyms.text)
to_tensor() (tinyms.Tensor method)
ToNumber (class in tinyms.text)
Top1CategoricalAccuracy (class in tinyms.metrics)
Top5CategoricalAccuracy (class in tinyms.metrics)
TopK (class in tinyms.primitives)
TopKCategoricalAccuracy (class in tinyms.metrics)
Totalc6get (class in tinyms.primitives)
trace() (in module tinyms)
(tinyms.Tensor method)
train() (tinyms.model.Model method)
train_network() (tinyms.model.Model property)
trainable_params() (tinyms.layers.Layer method)
TrainOneStepCell (class in tinyms.layers)
TrainOneStepWithLossScaleCell (class in tinyms.layers)
TransferCrd (class in tinyms.primitives)
transform() (tinyms.data.Cifar100ToMR method)
(tinyms.data.Cifar10ToMR method)
(tinyms.data.CsvToMR method)
(tinyms.data.ImageNetToMR method)
(tinyms.data.MnistToMR method)
(tinyms.data.TFRecordToMR method)
Transpose (class in tinyms.primitives)
transpose() (in module tinyms)
(tinyms.Tensor method)
trapz() (in module tinyms)
tri() (in module tinyms)
Tril (class in tinyms.layers)
tril() (in module tinyms)
tril_indices() (in module tinyms)
tril_indices_from() (in module tinyms)
Triu (class in tinyms.layers)
triu() (in module tinyms)
triu_indices() (in module tinyms)
triu_indices_from() (in module tinyms)
true_divide() (in module tinyms)
trunc() (in module tinyms)
TruncateDiv (class in tinyms.primitives)
TruncatedNormal (class in tinyms.initializers)
(class in tinyms.primitives)
TruncateMod (class in tinyms.primitives)
TruncateSequencePair (class in tinyms.text)
TupleToArray (class in tinyms.primitives)
TypeCast (class in tinyms.text)
(class in tinyms.vision)
U
UnalignedDataset (class in tinyms.data)
Unfold (class in tinyms.layers)
UnicodeCharTokenizer (class in tinyms.text)
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.text)
(class in tinyms.vision)
unique() (in module tinyms)
(tinyms.optimizers.Optimizer property)
(tinyms.Parameter property)
UniqueWithPad (class in tinyms.primitives)
Unpack (class in tinyms.primitives)
unravel_index() (in module tinyms)
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)
unwrap() (in module tinyms)
update() (tinyms.metrics.Accuracy method)
(tinyms.metrics.BleuScore method)
(tinyms.metrics.ConfusionMatrix method)
(tinyms.metrics.ConfusionMatrixMetric method)
(tinyms.metrics.CosineSimilarity method)
(tinyms.metrics.Dice method)
(tinyms.metrics.Fbeta method)
(tinyms.metrics.HausdorffDistance method)
(tinyms.metrics.Loss method)
(tinyms.metrics.MAE method)
(tinyms.metrics.MeanSurfaceDistance method)
(tinyms.metrics.Metric method)
(tinyms.metrics.MSE method)
(tinyms.metrics.OcclusionSensitivity method)
(tinyms.metrics.Perplexity method)
(tinyms.metrics.Precision method)
(tinyms.metrics.Recall method)
(tinyms.metrics.ROC method)
(tinyms.metrics.RootMeanSquareDistance 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)
UpdateState (class in tinyms.primitives)
V
vander() (in module tinyms)
var() (in module tinyms)
(tinyms.Tensor method)
VGG (class in tinyms.model)
vgg11() (in module tinyms.model)
vgg13() (in module tinyms.model)
vgg16() (in module tinyms.model)
vgg19() (in module tinyms.model)
view() (tinyms.Tensor method)
virtual_flag() (tinyms.Tensor property)
VirtualDatasetCellTriple (class in tinyms.layers)
visualize_boxes_on_image() (in module tinyms.app)
Vocab (class in tinyms.text)
VOCDataset (class in tinyms.data)
VOCTransform (class in tinyms.vision)
vsplit() (in module tinyms)
vstack() (in module tinyms)
W
WaitedDSCallback (class in tinyms.data)
WeightedRandomSampler (class in tinyms.data)
where() (in module tinyms)
WithEvalCell (class in tinyms.layers)
WithGradCell (class in tinyms.layers)
WithLossCell (class in tinyms.layers)
WordpieceTokenizer (class in tinyms.text)
write_raw_data() (tinyms.data.FileWriter method)
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)
zeros_like() (in module tinyms)
ZerosLike (class in tinyms.primitives)
zip() (in module tinyms.data)
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