layer.rst 7.6 KB

Layers

Data layer

data

Fully Connected Layers

fc

selective_fc

Conv Layers

conv_operator

conv_projection

conv_shift

img_conv

context_projection

row_conv

Image Pooling Layer

img_pool

spp

maxout

Norm Layer

img_cmrnorm

batch_norm

sum_to_one_norm

cross_channel_norm

Recurrent Layers

recurrent

lstmemory

grumemory

Recurrent Layer Group

memory

recurrent_group

lstm_step

gru_step

beam_search

get_output

Mixed Layer

mixed

embedding

scaling_projection

dotmul_projection

dotmul_operator

full_matrix_projection

identity_projection

slice_projection

table_projection

trans_full_matrix_projection

Aggregate Layers

AggregateLevel

pooling

last_seq

first_seq

concat

seq_concat

Reshaping Layers

block_expand

ExpandLevel

expand

repeat

rotate

seq_reshape

Math Layers

addto

linear_comb

interpolation

bilinear_interp

power

scaling

slope_intercept

tensor

cos_sim

trans

Sampling Layers

maxid

sampling_id

multiplex

Slicing and Joining Layers

pad

Cost Layers

cross_entropy_cost

cross_entropy_with_selfnorm_cost

multi_binary_label_cross_entropy_cost

huber_cost

lambda_cost

mse_cost

rank_cost

sum_cost

crf

crf_decoding

ctc

warp_ctc

nce

hsigmoid

smooth_l1_cost

multibox_loss

Check Layer

eos

Miscs

dropout

Activation with learnable parameter

prelu

gated_unit

Detection output Layer

detection_output

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