58 lines
1.3 KiB
Bash
58 lines
1.3 KiB
Bash
#!/bin/bash
|
|
|
|
# Data
|
|
DATA_ROOT=./
|
|
DATA_DIR=${DATA_ROOT}/pretrained_xl/tf_enwik8/data
|
|
MODEL_DIR=${DATA_ROOT}/pretrained_xl/tf_enwik8/model
|
|
|
|
# Model
|
|
N_LAYER=24
|
|
D_MODEL=1024
|
|
D_EMBED=1024
|
|
N_HEAD=8
|
|
D_HEAD=128
|
|
D_INNER=3072
|
|
|
|
# Testing
|
|
TEST_TGT_LEN=128
|
|
TEST_MEM_LEN=3800
|
|
TEST_CLAMP_LEN=1000
|
|
|
|
TEST_CKPT_PATH=${MODEL_DIR}/model.ckpt-0
|
|
TEST_BSZ=16
|
|
TEST_NUM_CORE=2
|
|
|
|
|
|
echo 'Preprocess test set...'
|
|
python data_utils.py \
|
|
--data_dir=${DATA_DIR}/ \
|
|
--dataset=enwik8 \
|
|
--tgt_len=${TEST_TGT_LEN} \
|
|
--per_host_test_bsz=${TEST_BSZ} \
|
|
--num_passes=1 \
|
|
--use_tpu=False
|
|
|
|
echo 'Run evaluation on test set...'
|
|
python train_gpu.py \
|
|
--data_dir=${DATA_DIR}/tfrecords \
|
|
--record_info_dir=${DATA_DIR}/tfrecords/ \
|
|
--corpus_info_path=${DATA_DIR}/corpus-info.json \
|
|
--eval_ckpt_path=${TEST_CKPT_PATH} \
|
|
--model_dir=EXP-enwik8 \
|
|
--n_layer=${N_LAYER} \
|
|
--d_model=${D_MODEL} \
|
|
--d_embed=${D_EMBED} \
|
|
--n_head=${N_HEAD} \
|
|
--d_head=${D_HEAD} \
|
|
--d_inner=${D_INNER} \
|
|
--dropout=0.0 \
|
|
--dropatt=0.0 \
|
|
--tgt_len=${TEST_TGT_LEN} \
|
|
--mem_len=${TEST_MEM_LEN} \
|
|
--clamp_len=${TEST_CLAMP_LEN} \
|
|
--same_length=True \
|
|
--eval_batch_size=${TEST_BSZ} \
|
|
--num_core_per_host=${TEST_NUM_CORE} \
|
|
--do_train=False \
|
|
--do_eval=True \
|
|
--eval_split=test
|