finetune.sh

# Copyright (c) 2023 PaddlePaddle 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.

# unset PADDLE_TRAINER_ENDPOINTS
# export PADDLE_NNODES=4
# export PADDLE_MASTER="xxx.xxx.xxx.xxx:12538"
# export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7
# export PADDLE_JOB_ID=CAE

tmp_my_name=finetune_ep100_fp16o1
my_name=${tmp_my_name%.*}
OUTPUT_DIR='./output/'$my_name
echo $OUTPUT_DIR
DATA_PATH='./dataset/ILSVRC2012/'
MODEL_PATH='output/ep800_fp16o1/ep800_fp16o1_checkpoint-799.pd'
FLAGS_cudnn_exhaustive_search=True
export FLAGS_gemm_use_half_precision_compute_type=False

python -m paddle.distributed.launch  \
  --nnodes=$PADDLE_NNODES \
  --master=$PADDLE_MASTER \
  --devices=$CUDA_VISIBLE_DEVICES \
  main_finetune.py \
  --data_path ${DATA_PATH} \
  --output_dir ${OUTPUT_DIR} \
  --model cae_base_patch16_224 \
  --finetune $MODEL_PATH \
  --nb_classes 1000 \
  --batch_size 128 \
  --lr 8e-3 \
  --accum_iter 1 \
  --warmup_epochs 5 \
  --epochs 100 \
  --layer_decay 0.65 \
  --drop_path 0.1 \
  --weight_decay 0.05 \
  --mixup 0.8 \
  --cutmix 1.0 \
  --sin_pos_emb \
  --dist_eval \
  --no_auto_resume \
  --exp_name $my_name