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submodule
ngraph
Commits
2060a993
Commit
2060a993
authored
Feb 27, 2018
by
Scott Cyphers
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glossary.rst
doc/sphinx/source/glossary.rst
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index.rst
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doc/sphinx/source/glossary.rst
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2060a993
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@@ -7,35 +7,57 @@ Glossary
.. glossary::
backend
A component that can execute computations.
bridge
A component of nGraph that acts as a backend for a framework,
allowing the framework to define and execute computations.
framework
A machine learning environment, such as TensorFlow, MXNet, or
neon.
function graph
The Intel nGraph library uses a function graph to represent an ``op``'s
parameters and results.
The Intel nGraph library uses a function graph to represent an
``op``'s parameters and results.
op
An op represents an operation. Ops are stateless and have zero or more
inputs and zero or more outputs. Some ops have additional constant
attributes. Every output of an op corresponds to a tensor and has an
element type and a shape. The element types and shapes of the outputs of
an op are determined by the inputs and attributes of the op.
tensors
Tensors are maps from *coordinates* to scalar values, all of the same type,
called the *element type* of the tensor.
An op represents an operation. Ops are stateless and have zero
or more inputs and zero or more outputs. Some ops have
additional constant attributes. Every output of an op
corresponds to a tensor and has an element type and a shape. The
element types and shapes of the outputs of an op are determined
by the inputs and attributes of the op.
parameter
In the context of a function graph, a "parameter" refers to what "stands
in" for an argument in an ``op`` definition.
In the context of a function graph, a "parameter" refers to what
"stands in" for an argument in an ``op`` definition.
result
In the context of a function graph, the term "result" refers to what
stands in for the returned value.
In the context of a function graph, the term "result" refers to
what stands in for the returned value.
shape
The shape of a tensor is a tuple of non-negative integers that represents an
exclusive upper bound for coordinate values.
The shape of a tensor is a tuple of non-negative integers that
represents an exclusive upper bound for coordinate values.
step
An abstract "action" that produces zero or more tensor outputs from zero or more tensor
inputs. Steps correspond to *ops* that connect *nodes*.
An abstract "action" that produces zero or more tensor outputs
from zero or more tensor inputs. Steps correspond to *ops* that
connect *nodes*.
tensors
Tensors are maps from *coordinates* to scalar values, all of the
same type, called the *element type* of the tensor.
doc/sphinx/source/index.rst
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2060a993
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@@ -54,6 +54,7 @@ Sections
testing-libngraph.rst
framework-integration-guides.rst
graph-basics.rst
howto/execute.rst
ops/index.rst
project/index.rst
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