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40 lines
1.3 KiB
40 lines
1.3 KiB
2 years ago
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#!/usr/bin/env sh
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root_path=$PWD
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PY_FILE_PATH="$root_path/run_pretraining.py"
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tensorboard_path="$root_path/tensorboard"
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log_path="$root_path/exp_log"
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ckpt_path="$root_path/ckpt"
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colossal_config="$root_path/../configs/colossalai_ddp.py"
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mkdir -p $tensorboard_path
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mkdir -p $log_path
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mkdir -p $ckpt_path
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export PYTHONPATH=$PWD
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env OMP_NUM_THREADS=40 colossalai run --hostfile ./hostfile \
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--include GPU002,GPU003,GPU004,GPU007 \
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--nproc_per_node=8 \
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$PY_FILE_PATH \
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--master_addr GPU007 \
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--master_port 20024 \
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--lr 2.0e-4 \
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--train_micro_batch_size_per_gpu 190 \
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--eval_micro_batch_size_per_gpu 20 \
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--epoch 15 \
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--data_path_prefix /h5 \
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--eval_data_path_prefix /eval_h5 \
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--tokenizer_path /roberta \
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--bert_config /roberta/config.json \
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--tensorboard_path $tensorboard_path \
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--log_path $log_path \
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--ckpt_path $ckpt_path \
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--colossal_config $colossal_config \
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--log_interval 50 \
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--mlm bert \
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--wandb \
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--checkpoint_activations \
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