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# Copyright (c) 2022, salesforce.com, inc.
# All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
model:
arch: albef_retrieval
model_type: coco
load_finetuned: False
queue_size: 65536
datasets:
coco_retrieval: # name of the dataset builder
vis_processor:
train:
name: "blip_image_train"
image_size: 384
eval:
name: "blip_image_eval"
image_size: 384
text_processor:
train:
name: "blip_caption"
eval:
name: "blip_caption"
run:
task: retrieval
# optimizer
lr_sched: "linear_warmup_cosine_lr"
init_lr: 1e-5
min_lr: 1e-6
weight_decay: 0.05
max_epoch: 5
# dataloading
num_workers: 4
batch_size_train: 32
batch_size_eval: 64
train_splits: ["train"]
valid_splits: ["val"]
test_splits: ["test"]
# distribution
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
use_dist_eval_sampler: False
# model specific
k_test: 256
# misc
seed: 42
output_dir: "output/ALBEF/Retrieval_COCO"
amp: False
resume_ckpt_path: null
evaluate: False
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