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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: pnp_vqa
model_type: base
datasets:
coco_vqa: # name of the dataset builder
type: default
vis_processor:
eval:
name: "blip_image_eval"
image_size: 384
text_processor:
eval:
name: "blip_question"
run:
task: vqa_reading_comprehension
# optimization-specific
batch_size_train: 16
batch_size_eval: 16
num_workers: 4
# image question matching specific
block_num: 7
# image captioning specific
top_k: 50
top_p: 1
cap_min_length: 10
cap_max_length: 20
repetition_penalty: 1
num_patches: 20
num_captions: 100
prompt: 'a picture of '
# question answering specific
internal_bsz_fid: 1
num_captions_fid: 1
min_len: 0
max_len: 20
num_beams: 1
inference_method: "generate"
seed: 42
output_dir: "output/PNP-VQA/VQAv2_test"
evaluate: True
test_splits: ["test"]
# distribution-specific
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
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