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params.cfg
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
################################################################################
# Copyright (c) 2020. Vincenzo Lomonaco, Gabriele Graffieti, Lorenzo #
# Pellegrini, Davide Maltoni. All rights reserved. #
# See the accompanying LICENSE file for terms. #
# #
# Date: 01-04-2020 #
# Authors: Vincenzo Lomonaco, Gabriele Graffieti, Lorenzo Pellegrini, Davide #
# Maltoni. #
# E-mail: [email protected] #
# Website: vincenzolomonaco.com #
################################################################################
### Parameters for the AR1* with Latent Replay baseline ###
[NI]
exp_name = "ar1-free-ni"
scenario = "ni"
comment = "with latent replay"
use_cuda = True
init_lr = 0.001
inc_lr = 0.00005
mb_size = 128
init_train_ep = 4
inc_train_ep = 4
init_update_rate = 0.01
inc_update_rate = 0.00005
max_r_max = 1.25
max_d_max = 0.5
inc_step = 4.1e-05
rm_sz = 1500
momentum = 0.9
l2 = 0.0005
freeze_below_layer = "lat_features.19.bn.beta"
latent_layer_num = 19
reg_lambda = 0
rm = None
[MT-NC]
exp_name = "ar1-free-nc"
scenario = "multi-task-nc"
comment = "with latent replay"
use_cuda = True
init_lr = 0.001
inc_lr = 0.00005
mb_size = 128
init_train_ep = 4
inc_train_ep = 4
init_update_rate = 0.01
inc_update_rate = 0.00005
max_r_max = 1.25
max_d_max = 0.5
inc_step = 4.1e-05
rm_sz = 1500
momentum = 0.9
l2 = 0.0005
freeze_below_layer = "lat_features.19.bn.beta"
latent_layer_num = 19
reg_lambda = 0
rm = None
[NIC]
exp_name = "ar1-free-nic"
scenario = "nic"
comment = "with latent replay"
use_cuda = True
init_lr = 0.001
inc_lr = 0.00005
mb_size = 128
init_train_ep = 4
inc_train_ep = 4
init_update_rate = 0.01
inc_update_rate = 0.00005
max_r_max = 1.25
max_d_max = 0.5
inc_step = 4.1e-05
rm_sz = 1500
momentum = 0.9
l2 = 0.0005
freeze_below_layer = "lat_features.19.bn.beta"
latent_layer_num = 19
reg_lambda = 0
rm = None