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#!/bin/bash
# Copyright 2018 The TensorFlow Authors All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
model="forward"
T=5
num_obs=1
var=0.1
n=4
lr=0.0001
bound="fivo-aux"
q_type="normal"
resampling_method="multinomial"
rgrad="true"
p_type="unimodal"
use_bs=false
LOGDIR=/tmp/fivo/model-$model-$bound-$resampling_method-resampling-rgrad-$rgrad-T-$T-var-$var-n-$n-lr-$lr-q-$q_type-p-$p_type
python train.py \
--logdir=$LOGDIR \
--model=$model \
--bound=$bound \
--q_type=$q_type \
--p_type=$p_type \
--variance=$var \
--use_resampling_grads=$rgrad \
--resampling=always \
--resampling_method=$resampling_method \
--batch_size=4 \
--num_samples=$n \
--num_timesteps=$T \
--num_eval_samples=256 \
--summarize_every=100 \
--learning_rate=$lr \
--decay_steps=1000000 \
--max_steps=1000000000 \
--random_seed=1234 \
--train_p=false \
--use_bs=$use_bs \
--alsologtostderr
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