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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_vqa
model_type: vqav2
load_finetuned: False
image_size: 384
datasets:
coco_vqa: # 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_question"
eval:
name: "blip_question"
vg_vqa: # name of the dataset builder
vis_processor:
train:
name: "blip_image_train"
image_size: 384
text_processor:
train:
name: "blip_question"
run:
task: vqa
# optimization-specific
lr_sched: "linear_warmup_cosine_lr"
init_lr: 2e-5
min_lr: 1e-6
weight_decay: 0.02
max_epoch: 8
batch_size_train: 32
batch_size_eval: 64
num_workers: 4
# inference-specific
max_len: 10
min_len: 1
num_beams: 3
num_ans_candidates: 128
inference_method: "rank"
seed: 42
output_dir: "output/ALBEF/VQA"
amp: False
resume_ckpt_path: null
evaluate: False
train_splits: ["train"]
test_splits: ["test"]
# distribution-specific
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
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