lbann::transform Namespace Reference

Classes
class	adjust_brightness
class	adjust_contrast
class	adjust_saturation
class	center_crop
class	color_jitter
class	colorize
class	cutout
class	grayscale
class	horizontal_flip
class	normalize
class	normalize_to_lbann_layout
class	pad
class	random_affine
class	random_crop
class	random_resized_crop
class	random_resized_crop_with_fixed_aspect_ratio
class	repack_HWC_to_CHW_layout
class	resize
class	resized_center_crop
class	sample_normalize
class	scale
class	scale_and_translate
class	to_lbann_layout
class	transform
class	transform_pipeline
class	vertical_flip

Functions
std::unique_ptr< transform >	build_normalize_transform_from_pbuf (google::protobuf::Message const &)
template<typename T >
void	repack_HWC_to_CHW (T const *hwc_src, T *chw_dest, std::vector< size_t > const &chw_dims)
template<typename T >
void	repack_DHWC_to_CDHW (T const *dhwc_src, T *cdhw_dest, std::vector< size_t > const &cdhw_dims)
std::unique_ptr< transform >	build_sample_normalize_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_scale_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_adjust_brightness_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_adjust_contrast_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_adjust_saturation_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_center_crop_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_color_jitter_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_colorize_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_cutout_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_grayscale_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_horizontal_flip_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_normalize_to_lbann_layout_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_pad_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_random_affine_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_random_crop_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_random_resized_crop_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_random_resized_crop_with_fixed_aspect_ratio_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_resize_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_resized_center_crop_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_to_lbann_layout_transform_from_pbuf (google::protobuf::Message const &)
std::unique_ptr< transform >	build_vertical_flip_transform_from_pbuf (google::protobuf::Message const &)

Function Documentation

build_adjust_brightness_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_adjust_brightness_transform_from_pbuf

(

google::protobuf::Message const &

)

build_adjust_contrast_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_adjust_contrast_transform_from_pbuf

(

google::protobuf::Message const &

)

build_adjust_saturation_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_adjust_saturation_transform_from_pbuf

(

google::protobuf::Message const &

)

build_center_crop_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_center_crop_transform_from_pbuf

(

google::protobuf::Message const &

)

build_color_jitter_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_color_jitter_transform_from_pbuf

(

google::protobuf::Message const &

)

build_colorize_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_colorize_transform_from_pbuf

(

google::protobuf::Message const &

)

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build_cutout_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_cutout_transform_from_pbuf

(

google::protobuf::Message const &

)

build_grayscale_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_grayscale_transform_from_pbuf

(

google::protobuf::Message const &

)

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build_horizontal_flip_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_horizontal_flip_transform_from_pbuf

(

google::protobuf::Message const &

)

build_normalize_to_lbann_layout_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_normalize_to_lbann_layout_transform_from_pbuf

(

google::protobuf::Message const &

)

build_normalize_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_normalize_transform_from_pbuf

(

google::protobuf::Message const &

)

build_pad_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_pad_transform_from_pbuf

(

google::protobuf::Message const &

)

build_random_affine_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_random_affine_transform_from_pbuf

(

google::protobuf::Message const &

)

build_random_crop_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_random_crop_transform_from_pbuf

(

google::protobuf::Message const &

)

build_random_resized_crop_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_random_resized_crop_transform_from_pbuf

(

google::protobuf::Message const &

)

build_random_resized_crop_with_fixed_aspect_ratio_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_random_resized_crop_with_fixed_aspect_ratio_transform_from_pbuf

(

google::protobuf::Message const &

)

build_resize_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_resize_transform_from_pbuf

(

google::protobuf::Message const &

)

build_resized_center_crop_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_resized_center_crop_transform_from_pbuf

(

google::protobuf::Message const &

)

build_sample_normalize_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_sample_normalize_transform_from_pbuf

(

google::protobuf::Message const &

)

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build_scale_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_scale_transform_from_pbuf

(

google::protobuf::Message const &

)

build_to_lbann_layout_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_to_lbann_layout_transform_from_pbuf

(

google::protobuf::Message const &

)

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build_vertical_flip_transform_from_pbuf()

std::unique_ptr<transform> lbann::transform::build_vertical_flip_transform_from_pbuf

(

google::protobuf::Message const &

)

repack_DHWC_to_CDHW()

template<typename T >

void lbann::transform::repack_DHWC_to_CDHW	(	T const *	dhwc_src,
		T *	cdhw_dest,
		std::vector< size_t > const &	cdhw_dims
	)

Definition at line 83 of file repack_HWC_to_CHW_layout.hpp.

repack_HWC_to_CHW()

template<typename T >

void lbann::transform::repack_HWC_to_CHW	(	T const *	hwc_src,
		T *	chw_dest,
		std::vector< size_t > const &	chw_dims
	)

Definition at line 60 of file repack_HWC_to_CHW_layout.hpp.