view release on metacpan or search on metacpan
lib/AI/TensorFlow/Libtensorflow.pm view on Meta::CPAN
}
$ffi->attach( 'Version' => [], 'string' );#}}}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow - Bindings for Libtensorflow deep learning library
=for html <a href="https://mybinder.org/v2/gh/EntropyOrg/perl-AI-TensorFlow-Libtensorflow/master"><img src="https://mybinder.org/badge_logo.svg" alt="Binder" /></a>
<a href="https://quay.io/repository/entropyorg/perl-ai-tensorflow-libtensorflow"><img src="https://img.shields.io/badge/quay.io-images-red.svg" alt="quay.io images" /></a>
=head1 SYNOPSIS
lib/AI/TensorFlow/Libtensorflow/ApiDefMap.pm view on Meta::CPAN
arg 'tf_text_buffer' => [qw(name name_len)],
arg 'TF_Status' => 'status',
] => 'TF_Buffer');
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::ApiDefMap - Maps Operation to API description
=head1 SYNOPSIS
use aliased 'AI::TensorFlow::Libtensorflow::ApiDefMap' => 'ApiDefMap';
=head1 CONSTRUCTORS
lib/AI/TensorFlow/Libtensorflow/Buffer.pm view on Meta::CPAN
$ffi->attach( [ 'DeleteBuffer' => 'DESTROY' ] => [ 'TF_Buffer' ], 'void' );
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Buffer - Buffer that holds pointer to data with length
=head1 SYNOPSIS
use aliased 'AI::TensorFlow::Libtensorflow::Buffer' => 'Buffer';
=head1 DESCRIPTION
lib/AI/TensorFlow/Libtensorflow/DataType.pm view on Meta::CPAN
}
sub _op_stringify { $_REV_ENUM_DTYPE{ 0 + ${$_[0]}} }
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::DataType - Datatype enum
=head1 SYNOPSIS
use AI::TensorFlow::Libtensorflow::DataType qw(FLOAT @DTYPES);
use List::Util qw(max);
lib/AI/TensorFlow/Libtensorflow/DeviceList.pm view on Meta::CPAN
TPU => "TPU",
TPU_SYSTEM => "TPU_SYSTEM",
);
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::DeviceList - A list of devices available for the session to run on
=head1 ATTRIBUTES
=head2 Count
B<C API>: L<< C<TF_DeviceListCount>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TF_DeviceListCount >>
lib/AI/TensorFlow/Libtensorflow/Eager/Context.pm view on Meta::CPAN
arg TF_Status => 'status'
] => 'TFE_Context' => sub {
my ($xs, $class, @rest) = @_;
$xs->(@rest);
} );
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Eager::Context - Eager context
=head1 CONSTRUCTORS
=head2 New
B<C API>: L<< C<TFE_NewContext>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TFE_NewContext >>
lib/AI/TensorFlow/Libtensorflow/Eager/ContextOptions.pm view on Meta::CPAN
arg TFE_ContextOptions => 'options'
] => 'void' );
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Eager::ContextOptions - Eager context options
=head1 CONSTRUCTORS
=head2 New
B<C API>: L<< C<TFE_NewContextOptions>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TFE_NewContextOptions >>
lib/AI/TensorFlow/Libtensorflow/Graph.pm view on Meta::CPAN
arg TF_Buffer => 'output_op_def',
arg TF_Status => 'status',
] => 'void');
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Graph - A TensorFlow computation, represented as a dataflow graph
=head1 SYNOPSIS
use aliased 'AI::TensorFlow::Libtensorflow::Graph' => 'Graph';
=head1 DESCRIPTION
lib/AI/TensorFlow/Libtensorflow/ImportGraphDefOptions.pm view on Meta::CPAN
arg string => 'src_name',
arg TF_Operation => 'dst',
] => 'void' );
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::ImportGraphDefOptions - Holds options that can be passed to ::Graph::ImportGraphDef
=head1 CONSTRUCTORS
=head2 New
B<C API>: L<< C<TF_NewImportGraphDefOptions>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TF_NewImportGraphDefOptions >>
lib/AI/TensorFlow/Libtensorflow/ImportGraphDefResults.pm view on Meta::CPAN
"int[$num_missing_unused_input_mappings]", $src_indexes);
return [ List::Util::zip($src_names_str, $src_indexes_int) ];
});
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::ImportGraphDefResults - Results from importing a graph definition
=head1 METHODS
=head2 ReturnOutputs
B<C API>: L<< C<TF_ImportGraphDefResultsReturnOutputs>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TF_ImportGraphDefResultsReturnOutputs >>
lib/AI/TensorFlow/Libtensorflow/Input.pm view on Meta::CPAN
record_module => __PACKAGE__, with_size => 1,
),
=> 'TF_Input_array_sz');
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Input - Input of operation as (operation, index) pair
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib.pm view on Meta::CPAN
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib - Private class for AI::TensorFlow::Libtensorflow
=head2 C<tensorflow/c/c_api.h>
=head3 TF_SessionOptions
L<AI::TensorFlow::Libtensorflow::SessionOptions>
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/TFPtrPtrLenSizeArrayRefScalar.pm view on Meta::CPAN
argument_count => 3,
}
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrPtrLenSizeArrayRefScalar - Type to hold string list as void** strings, size_t* lengths, int num_items
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/TFPtrSizeScalar.pm view on Meta::CPAN
argument_count => 2,
}
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrSizeScalar - Type to hold pointer and size in a scalar (input only)
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/TFPtrSizeScalarRef.pm view on Meta::CPAN
argument_count => 2,
}
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrSizeScalarRef - Type to hold pointer and size in a scalar reference
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/Variant/PackableArrayRef.pm view on Meta::CPAN
die "Won't clobber $package" if $INC{module_notional_filename $package};
return $package;
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::PackableArrayRef - ArrayRef to pack()'ed scalar argument with size argument (as int)
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/Variant/PackableMaybeArrayRef.pm view on Meta::CPAN
die "Won't clobber $package" if $INC{module_notional_filename $package};
return $package;
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::PackableMaybeArrayRef - Maybe[ArrayRef] to pack()'ed scalar argument with size argument (as int) (size is -1 if undef)
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/FFIType/Variant/RecordArrayRef.pm view on Meta::CPAN
die "Won't clobber $package" if $INC{module_notional_filename $package};
return $package;
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::RecordArrayRef - Turn FFI::Platypus::Record into packed array (+ size)?
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Lib/Types.pm view on Meta::CPAN
index => $_->[1],
});
};
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::Types - Type library
=head1 TYPES
=head2 TFTensor
Type for class L<AI::TensorFlow::Libtensorflow::Tensor>.
lib/AI/TensorFlow/Libtensorflow/Lib/_Alloc.pm view on Meta::CPAN
my ($class, $ptr) = @_;
_aligned_free($ptr);
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Lib::_Alloc - [private] Allocation utilities
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/TensorFlow/Libtensorflow/Manual.pod view on Meta::CPAN
# ABSTRACT: Index of manual
# PODNAME: AI::TensorFlow::Libtensorflow::Manual
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual - Index of manual
=head1 TABLE OF CONTENTS
=over 4
=item L<AI::TensorFlow::Libtensorflow::Manual::Quickstart>
lib/AI/TensorFlow/Libtensorflow/Manual/CAPI.pod view on Meta::CPAN
# PODNAME: AI::TensorFlow::Libtensorflow::Manual::CAPI
# ABSTRACT: List of functions exported by TensorFlow C API
# DO NOT EDIT: Generated by process-capi.pl
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::CAPI - List of functions exported by TensorFlow C API
=head1 DESCRIPTION
The following a list of functions exported by the TensorFlow C API with their
associated documentation from the upstream TensorFlow project. It has been
converted to POD for easy reference.
lib/AI/TensorFlow/Libtensorflow/Manual/GPU.pod view on Meta::CPAN
# ABSTRACT: GPU-specific installation and usage information.
# PODNAME: AI::TensorFlow::Libtensorflow::Manual::GPU
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::GPU - GPU-specific installation and usage information.
=head1 DESCRIPTION
This guide provides information about using the GPU version of
C<libtensorflow>. This is currently specific to NVIDIA GPUs as
they provide the CUDA API that C<libtensorflow> targets for GPU devices.
lib/AI/TensorFlow/Libtensorflow/Manual/Notebook/InferenceUsingTFHubCenterNetObjDetect.pod view on Meta::CPAN
my $total = du( { 'human-readable' => 1, dereference => 1 },
$model_archive_path, $model_base );
say "Disk space usage: $total"; undef;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubCenterNetObjDetect - Using TensorFlow to do object detection using a pre-trained model
=head1 SYNOPSIS
The following tutorial is based on the L<TensorFlow Hub Object Detection Colab notebook|https://www.tensorflow.org/hub/tutorials/tf2_object_detection>. It uses a pre-trained model based on the I<CenterNet> architecture trained on the I<COCO 2017> dat...
Some of this code is identical to that of C<InferenceUsingTFHubMobileNetV2Model> notebook. Please look there for an explanation for that code. As stated there, this will later be wrapped up into a high-level library to hide the details behind an API.
lib/AI/TensorFlow/Libtensorflow/Manual/Notebook/InferenceUsingTFHubEnformerGeneExprPredModel.pod view on Meta::CPAN
$plot_output_path,
);
say "Disk space usage: $total"; undef;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubEnformerGeneExprPredModel - Using TensorFlow to do gene expression prediction using a pre-trained model
=head1 SYNOPSIS
The following tutorial is based on the L<Enformer usage notebook|https://github.com/deepmind/deepmind-research/blob/master/enformer/enformer-usage.ipynb>. It uses a pre-trained model based on a transformer architecture trained as described in Avsec e...
Running the code requires an Internet connection to download the model (from Google servers) and datasets (from GitHub, UCSC, and NIH).
lib/AI/TensorFlow/Libtensorflow/Manual/Notebook/InferenceUsingTFHubMobileNetV2Model.pod view on Meta::CPAN
'https://upload.wikimedia.org/wikipedia/commons/thumb/6/62/Solid_red.svg/480px-Solid_red.svg.png',
'https://upload.wikimedia.org/wikipedia/commons/thumb/1/1d/Green_00FF00_9x9.svg/480px-Green_00FF00_9x9.svg.png',
'https://upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Solid_blue.svg/480px-Solid_blue.svg.png',
);
undef;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubMobileNetV2Model - Using TensorFlow to do image classification using a pre-trained model
=head1 SYNOPSIS
The following tutorial is based on the L<Image Classification with TensorFlow Hub notebook|https://github.com/tensorflow/docs/blob/master/site/en/hub/tutorials/image_classification.ipynb>. It uses a pre-trained model based on the I<MobileNet V2> arch...
Please look at the L<SECURITY note|https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md> regarding running models as models are programs. You can also used C<saved_model_cli scan> to check for L<security-sensitive "denylisted ops"|https:/...
lib/AI/TensorFlow/Libtensorflow/Manual/Quickstart.pod view on Meta::CPAN
# ABSTRACT: Start here for an overview of the library
# PODNAME: AI::TensorFlow::Libtensorflow::Manual::Quickstart
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Manual::Quickstart - Start here for an overview of the library
=head1 DESCRIPTION
This provides a tour of C<libtensorflow> to help get started with using the
library.
lib/AI/TensorFlow/Libtensorflow/Operation.pm view on Meta::CPAN
$ddp->maybe_colorize(ref $self, 'class' ),
$ddp->parse(\%data) );
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Operation - An operation
=head1 ATTRIBUTES
=head2 Name
B<C API>: L<< C<TF_OperationName>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TF_OperationName >>
lib/AI/TensorFlow/Libtensorflow/OperationDescription.pm view on Meta::CPAN
arg 'TF_OperationDescription' => 'desc',
arg 'TF_Status' => 'status',
] => 'TF_Operation');
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::OperationDescription - Operation being built
=head1 CONSTRUCTORS
=head2 New
B<C API>: L<< C<TF_NewOperation>|AI::TensorFlow::Libtensorflow::Manual::CAPI/TF_NewOperation >>
lib/AI/TensorFlow/Libtensorflow/Output.pm view on Meta::CPAN
$ddp->maybe_colorize(ref $self, 'class' ),
$ddp->parse(\%data) );
};
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::TensorFlow::Libtensorflow::Output - Output of operation as (operation, index) pair
=head1 AUTHOR
Zakariyya Mughal <zmughal@cpan.org>
=head1 COPYRIGHT AND LICENSE
view release on metacpan - search on metacpan