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lstm_combo_1layer_burg.pbtxt
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name: "lstm_combo"
checkpoint_dir: "/home/ubuntu/unsupervised-videos-master/models"
print_after: 100
display_after: 0
validate_after: 500
save_after: 500
max_iters: 100000
dec_seq_length: 10
future_seq_length: 10
dec_conditional: true
future_conditional: true
binary_data: false
lstm {
name: "lstm_1_enc"
num_hid: 2048
has_input: true
input_dims: 3072
w_dense {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_diag {
init_type: UNIFORM
scale: 0.1
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
b {
init_type: CONSTANT
scale: 0.0
epsilon: 0.0001
momentum: 0.9
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_input {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
}
lstm_dec {
name: "lstm_1_dec"
num_hid: 2048
has_output: true
has_input: true
output_dims: 3072
input_dims: 3072
w_dense {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_diag {
init_type: UNIFORM
scale: 0.1
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
b {
init_type: CONSTANT
scale: 0.0
epsilon: 0.0001
momentum: 0.9
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_input {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_output {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
b_output {
init_type: CONSTANT
scale: 0.0
epsilon: 0.0001
momentum: 0.9
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
}
lstm_future {
name: "lstm_1_fut"
num_hid: 2048
has_output: true
has_input: true
input_dims: 3072
output_dims: 3072
w_dense {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_diag {
init_type: UNIFORM
scale: 0.1
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
b {
init_type: CONSTANT
scale: 0.0
epsilon: 0.0001
momentum: 0.9
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_input {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
w_output {
init_type: UNIFORM
scale: 0.01
epsilon: 0.0001
momentum: 0.9
l2_decay: 0.0001
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
b_output {
init_type: CONSTANT
scale: 0.0
epsilon: 0.0001
momentum: 0.9
gradient_clip: 0.0001
eps_decay_factor: 0.9
eps_decay_after: 10000
}
}