MATXScript
Design Philosophy
Design Philosophy
Quick Start
Installation
Quick Start
Basics
NDArray
Script
Trace
Advanced
Multithreading
Regular Expression
Benchmarks
Benchmark
Examples
End-to-end Deep Learning Example
API
matx
Appendix
Supported Syntax and Grammar
MATXScript
Index
Index
_
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A
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B
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C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
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R
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S
|
T
|
U
|
V
|
W
_
__call__() (matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
(matx.vision.AutoContrastOp method)
(matx.vision.AverageBlurOp method)
(matx.vision.CastOp method)
(matx.vision.CenterCropOp method)
(matx.vision.ChannelReorderOp method)
(matx.vision.ColorLinearAdjustOp method)
(matx.vision.Conv2dOp method)
(matx.vision.CropOp method)
(matx.vision.CvtColorOp method)
(matx.vision.EdgeDetectOp method)
(matx.vision.EmbossOp method)
(matx.vision.FlipOp method)
(matx.vision.GammaContrastOp method)
(matx.vision.GaussianBlurOp method)
(matx.vision.GaussNoiseOp method)
(matx.vision.HistEqualizeOp method)
(matx.vision.ImdecodeNoExceptionOp method)
(matx.vision.ImdecodeNoExceptionRandomCropOp method)
(matx.vision.ImdecodeOp method)
(matx.vision.ImdecodeRandomCropOp method)
(matx.vision.ImencodeNoExceptionOp method)
(matx.vision.ImencodeOp method)
(matx.vision.InvertOp method)
(matx.vision.LaplacianBlurOp method)
(matx.vision.MeanOp method)
(matx.vision.MedianBlurOp method)
(matx.vision.MixupImagesOp method)
(matx.vision.NormalizeOp method)
(matx.vision.PadOp method)
(matx.vision.PadWithBorderOp method)
(matx.vision.PosterizeOp method)
(matx.vision.RandomDropoutOp method)
(matx.vision.RandomResizedCropOp method)
(matx.vision.ResizeOp method)
(matx.vision.RotateOp method)
(matx.vision.SaltAndPepperOp method)
(matx.vision.SharpenOp method)
(matx.vision.SolarizeOp method)
(matx.vision.SplitOp method)
(matx.vision.StackOp method)
(matx.vision.SumOp method)
(matx.vision.TransposeNormalizeOp method)
(matx.vision.TransposeOp method)
(matx.vision.tv_transforms.CenterCrop method)
(matx.vision.tv_transforms.ColorJitter method)
(matx.vision.tv_transforms.Compose method)
(matx.vision.tv_transforms.ConvertImageDtype method)
(matx.vision.tv_transforms.CvtColor method)
(matx.vision.tv_transforms.Decode method)
(matx.vision.tv_transforms.GaussianBlur method)
(matx.vision.tv_transforms.Grayscale method)
(matx.vision.tv_transforms.Normalize method)
(matx.vision.tv_transforms.Pad method)
(matx.vision.tv_transforms.RandomAdjustSharpness method)
(matx.vision.tv_transforms.RandomAffine method)
(matx.vision.tv_transforms.RandomAutocontrast method)
(matx.vision.tv_transforms.RandomCrop method)
(matx.vision.tv_transforms.RandomEqualize method)
(matx.vision.tv_transforms.RandomGrayscale method)
(matx.vision.tv_transforms.RandomHorizontalFlip method)
(matx.vision.tv_transforms.RandomInvert method)
(matx.vision.tv_transforms.RandomPerspective method)
(matx.vision.tv_transforms.RandomPosterize method)
(matx.vision.tv_transforms.RandomResizedCrop method)
(matx.vision.tv_transforms.RandomRotation method)
(matx.vision.tv_transforms.RandomSolarize method)
(matx.vision.tv_transforms.RandomVerticalFlip method)
(matx.vision.tv_transforms.Resize method)
(matx.vision.tv_transforms.Stack method)
(matx.vision.tv_transforms.ToTensor method)
(matx.vision.tv_transforms.Transpose method)
(matx.vision.tv_transforms.utils.ToGpu method)
(matx.vision.tv_transforms.utils.ToTorch method)
(matx.vision.WarpAffineOp method)
(matx.vision.WarpPerspectiveOp method)
__init__() (matx.Dict method)
(matx.File method)
(matx.List method)
(matx.NativeObject method)
(matx.NDArray method)
(matx.OpaqueObject method)
(matx.Regex method)
(matx.runtime.container.Array method)
(matx.runtime.container.ArrayIterator method)
(matx.runtime.container.Map method)
(matx.runtime.container.MapIterator method)
(matx.runtime.container.Tuple method)
(matx.runtime.file.File method)
(matx.runtime.module.Module method)
(matx.runtime.ndarray.NDArray method)
(matx.runtime.regex.Regex method)
(matx.runtime.trie.Trie method)
(matx.Set method)
(matx.text.emoji.EmojiFilter method)
(matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
(matx.text.wordpiece_tokenizer.WordPieceTokenizer method)
(matx.text.wordpiece_tokenizer.WordPieceTokenizerImpl method)
(matx.ToolChain method)
(matx.Trie method)
(matx.Tuple method)
(matx.vision.AutoContrastOp method)
(matx.vision.AverageBlurOp method)
(matx.vision.CastOp method)
(matx.vision.CenterCropOp method)
(matx.vision.ChannelReorderOp method)
(matx.vision.ColorLinearAdjustOp method)
(matx.vision.Conv2dOp method)
(matx.vision.CropOp method)
(matx.vision.CvtColorOp method)
(matx.vision.EdgeDetectOp method)
(matx.vision.EmbossOp method)
(matx.vision.FlipOp method)
(matx.vision.GammaContrastOp method)
(matx.vision.GaussianBlurOp method)
(matx.vision.GaussNoiseOp method)
(matx.vision.HistEqualizeOp method)
(matx.vision.ImdecodeNoExceptionOp method)
(matx.vision.ImdecodeNoExceptionRandomCropOp method)
(matx.vision.ImdecodeOp method)
(matx.vision.ImdecodeRandomCropOp method)
(matx.vision.ImencodeNoExceptionOp method)
(matx.vision.ImencodeOp method)
(matx.vision.InvertOp method)
(matx.vision.LaplacianBlurOp method)
(matx.vision.MeanOp method)
(matx.vision.MedianBlurOp method)
(matx.vision.MixupImagesOp method)
(matx.vision.NormalizeOp method)
(matx.vision.PadOp method)
(matx.vision.PadWithBorderOp method)
(matx.vision.PosterizeOp method)
(matx.vision.RandomDropoutOp method)
(matx.vision.RandomResizedCropOp method)
(matx.vision.ResizeOp method)
(matx.vision.RotateOp method)
(matx.vision.SaltAndPepperOp method)
(matx.vision.SharpenOp method)
(matx.vision.SolarizeOp method)
(matx.vision.SplitOp method)
(matx.vision.StackOp method)
(matx.vision.SumOp method)
(matx.vision.TransposeNormalizeOp method)
(matx.vision.TransposeOp method)
(matx.vision.tv_transforms.CenterCrop method)
(matx.vision.tv_transforms.ColorJitter method)
(matx.vision.tv_transforms.Compose method)
(matx.vision.tv_transforms.ConvertImageDtype method)
(matx.vision.tv_transforms.CvtColor method)
(matx.vision.tv_transforms.Decode method)
(matx.vision.tv_transforms.GaussianBlur method)
(matx.vision.tv_transforms.Grayscale method)
(matx.vision.tv_transforms.Normalize method)
(matx.vision.tv_transforms.Pad method)
(matx.vision.tv_transforms.RandomAdjustSharpness method)
(matx.vision.tv_transforms.RandomAffine method)
(matx.vision.tv_transforms.RandomAutocontrast method)
(matx.vision.tv_transforms.RandomCrop method)
(matx.vision.tv_transforms.RandomEqualize method)
(matx.vision.tv_transforms.RandomGrayscale method)
(matx.vision.tv_transforms.RandomHorizontalFlip method)
(matx.vision.tv_transforms.RandomInvert method)
(matx.vision.tv_transforms.RandomPerspective method)
(matx.vision.tv_transforms.RandomPosterize method)
(matx.vision.tv_transforms.RandomResizedCrop method)
(matx.vision.tv_transforms.RandomRotation method)
(matx.vision.tv_transforms.RandomSolarize method)
(matx.vision.tv_transforms.RandomVerticalFlip method)
(matx.vision.tv_transforms.Resize method)
(matx.vision.tv_transforms.set_device method)
(matx.vision.tv_transforms.Stack method)
(matx.vision.tv_transforms.ToTensor method)
(matx.vision.tv_transforms.Transpose method)
(matx.vision.tv_transforms.utils.ToGpu method)
(matx.vision.WarpAffineOp method)
(matx.vision.WarpPerspectiveOp method)
A
add() (in module matx.runtime.ndarray)
(matx.Set method)
append() (matx.List method)
Array (class in matx.runtime.container)
ArrayIterator (class in matx.runtime.container)
as_type() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
asnumpy() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
asobject() (matx.runtime.object_generic.ObjectGeneric method)
AutoContrastOp (class in matx.vision)
AverageBlurOp (class in matx.vision)
B
bucket_count() (matx.Dict method)
(matx.Set method)
build() (matx.ToolChain method)
C
capacity() (matx.List method)
CastOp (class in matx.vision)
CenterCrop (class in matx.vision.tv_transforms)
CenterCropOp (class in matx.vision)
ChannelReorderOp (class in matx.vision)
check_pos() (matx.text.emoji.EmojiFilter method)
clear() (matx.Dict method)
(matx.List method)
(matx.Set method)
cls_name (matx.NativeObject attribute)
ColorJitter (class in matx.vision.tv_transforms)
ColorLinearAdjustOp (class in matx.vision)
Compose (class in matx.vision.tv_transforms)
concatenate() (in module matx.runtime.ndarray)
contiguous() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
Conv2dOp (class in matx.vision)
ConvertImageDtype (class in matx.vision.tv_transforms)
create_stream() (in module matx.runtime.cuda_stream)
CropOp (class in matx.vision)
cut() (matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
cut_for_search() (matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
CvtColor (class in matx.vision.tv_transforms)
CvtColorOp (class in matx.vision)
D
Decode (class in matx.vision.tv_transforms)
default_stream() (in module matx.runtime.cuda_stream)
deserialize() (in module matx)
(in module matx.runtime.picke)
Device (in module matx)
device() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
Dict (class in matx)
difference() (matx.Set method)
difference_update() (matx.Set method)
dim() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
discard() (matx.Set method)
div() (in module matx.runtime.ndarray)
dtype() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
dumps() (in module matx.runtime.msgpack)
E
EdgeDetectOp (class in matx.vision)
EmbossOp (class in matx.vision)
EmojiFilter (class in matx.text.emoji)
export_library() (matx.runtime.module.Module method)
extend() (matx.List method)
F
File (class in matx)
(class in matx.runtime.file)
filter() (matx.text.emoji.EmojiFilter method)
FlipOp (class in matx.vision)
from_dlpack() (in module matx.runtime.ndarray)
from_numpy() (in module matx.runtime.ndarray)
(matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
from_runtime_object() (in module matx.runtime.picke)
G
GammaContrastOp (class in matx.vision)
GaussianBlur (class in matx.vision.tv_transforms)
GaussianBlurOp (class in matx.vision)
GaussNoiseOp (class in matx.vision)
get() (matx.Dict method)
(matx.runtime.container.Map method)
get_cflags() (in module matx)
get_function() (matx.runtime.module.Module method)
get_global_func() (in module matx)
get_link_flags() (in module matx)
get_source() (matx.runtime.module.Module method)
getitem_helper() (in module matx.runtime.container)
Grayscale (class in matx.vision.tv_transforms)
H
handle (matx.runtime.module.Module attribute)
has_nextline() (matx.File method)
(matx.runtime.file.File method)
HistEqualizeOp (class in matx.vision)
I
ImdecodeNoExceptionOp (class in matx.vision)
ImdecodeNoExceptionRandomCropOp (class in matx.vision)
ImdecodeOp (class in matx.vision)
ImdecodeRandomCropOp (class in matx.vision)
ImencodeNoExceptionOp (class in matx.vision)
ImencodeOp (class in matx.vision)
import_module() (matx.runtime.module.Module method)
imported_modules (matx.runtime.module.Module property)
index() (matx.List method)
insert() (matx.List method)
InvertOp (class in matx.vision)
ir_module() (in module matx)
is_contiguous() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
items() (matx.Dict method)
(matx.runtime.container.Map method)
J
Jieba (class in matx.text.jieba)
JiebaImpl (class in matx.text.jieba)
K
keys() (matx.Dict method)
(matx.runtime.container.Map method)
L
LaplacianBlurOp (class in matx.vision)
lcut() (matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
lcut_for_search() (matx.text.jieba.Jieba method)
(matx.text.jieba.JiebaImpl method)
List (class in matx)
list_heap_pushpop() (in module matx)
list_heap_replace() (in module matx)
list_heapify() (in module matx)
list_nth_element() (in module matx)
list_sort() (in module matx)
load() (in module matx)
(matx.runtime.trie.Trie method)
(matx.Trie method)
load_module() (in module matx.runtime.module)
load_native() (in module matx)
load_so() (in module matx)
loads() (in module matx.runtime.msgpack)
M
make_native_function() (in module matx)
make_native_object() (in module matx)
make_native_object_creator() (in module matx)
Map (class in matx.runtime.container)
MapIterator (class in matx.runtime.container)
match() (matx.Regex method)
(matx.runtime.regex.Regex method)
matx
module
matx.runtime
module
matx.runtime.container
module
matx.runtime.cuda_stream
module
matx.runtime.file
module
matx.runtime.module
module
matx.runtime.msgpack
module
matx.runtime.ndarray
module
matx.runtime.object
module
matx.runtime.object_generic
module
matx.runtime.packed_func
module
matx.runtime.picke
module
matx.runtime.regex
module
matx.runtime.trie
module
matx.text
module
matx.text.emoji
module
matx.text.jieba
module
matx.text.wordpiece_tokenizer
module
matx.vision
module
matx.vision.tv_transforms
module
matx.vision.tv_transforms.utils
module
MeanOp (class in matx.vision)
MedianBlurOp (class in matx.vision)
MixupImagesOp (class in matx.vision)
module
matx
matx.runtime
matx.runtime.container
matx.runtime.cuda_stream
matx.runtime.file
matx.runtime.module
matx.runtime.msgpack
matx.runtime.ndarray
matx.runtime.object
matx.runtime.object_generic
matx.runtime.packed_func
matx.runtime.picke
matx.runtime.regex
matx.runtime.trie
matx.text
matx.text.emoji
matx.text.jieba
matx.text.wordpiece_tokenizer
matx.vision
matx.vision.tv_transforms
matx.vision.tv_transforms.utils
Module (class in matx.runtime.module)
mul() (in module matx.runtime.ndarray)
N
NativeObject (class in matx)
NDArray (class in matx)
(class in matx.runtime.ndarray)
Normalize (class in matx.vision.tv_transforms)
NormalizeOp (class in matx.vision)
numpy() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
O
Object (class in matx)
(class in matx.runtime.object)
ObjectGeneric (class in matx.runtime.object_generic)
OpaqueObject (class in matx)
P
PackedFunc (class in matx.runtime.packed_func)
Pad (class in matx.vision.tv_transforms)
PadOp (class in matx.vision)
PadWithBorderOp (class in matx.vision)
pmap() (in module matx)
pop() (matx.Dict method)
(matx.List method)
PosterizeOp (class in matx.vision)
prefix_search() (matx.runtime.trie.Trie method)
(matx.Trie method)
prefix_search_all() (matx.runtime.trie.Trie method)
(matx.Trie method)
pstarmap() (in module matx)
R
rand() (in module matx.runtime.ndarray)
RandomAdjustSharpness (class in matx.vision.tv_transforms)
RandomAffine (class in matx.vision.tv_transforms)
RandomAutocontrast (class in matx.vision.tv_transforms)
RandomCrop (class in matx.vision.tv_transforms)
RandomDropoutOp (class in matx.vision)
RandomEqualize (class in matx.vision.tv_transforms)
RandomGrayscale (class in matx.vision.tv_transforms)
RandomHorizontalFlip (class in matx.vision.tv_transforms)
RandomInvert (class in matx.vision.tv_transforms)
RandomPerspective (class in matx.vision.tv_transforms)
RandomPosterize (class in matx.vision.tv_transforms)
RandomResizedCrop (class in matx.vision.tv_transforms)
RandomResizedCropOp (class in matx.vision)
RandomRotation (class in matx.vision.tv_transforms)
RandomSolarize (class in matx.vision.tv_transforms)
RandomVerticalFlip (class in matx.vision.tv_transforms)
readline() (matx.File method)
(matx.runtime.file.File method)
Regex (class in matx)
(class in matx.runtime.regex)
register_func() (in module matx)
release() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
remove() (matx.List method)
replace() (matx.Regex method)
(matx.runtime.regex.Regex method)
(matx.text.emoji.EmojiFilter method)
reserve() (matx.Dict method)
(matx.List method)
(matx.Set method)
reshape() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
Resize (class in matx.vision.tv_transforms)
ResizeOp (class in matx.vision)
reverse() (matx.List method)
RotateOp (class in matx.vision)
S
SaltAndPepperOp (class in matx.vision)
save() (in module matx)
(matx.runtime.module.Module method)
(matx.runtime.trie.Trie method)
(matx.Trie method)
script() (in module matx)
script_embedded_class() (in module matx)
serialize() (in module matx)
(in module matx.runtime.picke)
Set (class in matx)
set_device (class in matx.vision.tv_transforms)
shape() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
SharpenOp (class in matx.vision)
slice_index_correction() (in module matx.runtime.container)
SolarizeOp (class in matx.vision)
split() (matx.Regex method)
(matx.runtime.regex.Regex method)
SplitOp (class in matx.vision)
squeeze() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
Stack (class in matx.vision.tv_transforms)
stack() (in module matx.runtime.ndarray)
StackOp (class in matx.vision)
stream_sync() (in module matx.runtime.cuda_stream)
stride() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
sub() (in module matx.runtime.ndarray)
SumOp (class in matx.vision)
system_lib() (in module matx.runtime.module)
T
TError
to_dlpack() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
to_list() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
to_runtime_object() (in module matx)
(in module matx.runtime.object_generic)
ToGpu (class in matx.vision.tv_transforms.utils)
tokenize() (matx.text.wordpiece_tokenizer.WordPieceTokenizer method)
(matx.text.wordpiece_tokenizer.WordPieceTokenizerImpl method)
tokenize_with_meta() (matx.text.wordpiece_tokenizer.WordPieceTokenizerImpl method)
tokenizer_with_meta() (matx.text.wordpiece_tokenizer.WordPieceTokenizer method)
tolist() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
ToolChain (class in matx)
torch() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
ToTensor (class in matx.vision.tv_transforms)
ToTorch (class in matx.vision.tv_transforms.utils)
trace() (in module matx)
Transpose (class in matx.vision.tv_transforms)
transpose() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
TransposeNormalizeOp (class in matx.vision)
TransposeOp (class in matx.vision)
Trie (class in matx)
(class in matx.runtime.trie)
Tuple (class in matx)
(class in matx.runtime.container)
type_key (matx.runtime.module.Module property)
U
ud_ref (matx.NativeObject attribute)
union() (matx.Set method)
unsqueeze() (matx.NDArray method)
(matx.runtime.ndarray.NDArray method)
update() (matx.runtime.trie.Trie method)
(matx.Set method)
(matx.Trie method)
V
values() (matx.Dict method)
(matx.runtime.container.Map method)
W
WarpAffineOp (class in matx.vision)
WarpPerspectiveOp (class in matx.vision)
WordPieceTokenizer (class in matx.text.wordpiece_tokenizer)
WordPieceTokenizerImpl (class in matx.text.wordpiece_tokenizer)