sampling_heisenbug.sh

#! /bin/bash

# change base path before running this

base=/net/cephfs/scratch/mathmu/map-volatility/debug/complete

# install

virtualenv -p python3 $base/venvs/sockeye3

source $base/venvs/sockeye3/bin/activate

# CUDA version on instance
CUDA_VERSION=102

wget https://raw.githubusercontent.com/awslabs/sockeye/master/requirements/requirements.gpu-cu${CUDA_VERSION}.txt

sed -i 's/mxnet-cu102mkl==1.6.0/mxnet-cu102mkl==1.6.0.post0/g' requirements.gpu-cu${CUDA_VERSION}.txt

pip install sockeye --no-deps -r requirements.gpu-cu${CUDA_VERSION}.txt
rm requirements.gpu-cu${CUDA_VERSION}.txt

pip install matplotlib mxboard

pip install requests

# download model and data

wget https://files.ifi.uzh.ch/cl/archiv/2020/clcontra/bel-eng.baseline.tar.gz

tar -xzvf bel-eng.baseline.tar.gz

# sample

OMP_NUM_THREADS=1 python -m sockeye.translate \
    -i $base/bel-eng.baseline/dev.pieces.src \
    -o $base/output \
    -m $base/bel-eng.baseline \
    --sample \
    --seed 17 \
    --length-penalty-alpha 1.0 \
    --device-ids 0 \
    --batch-size 64 \
    --disable-device-locking