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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: blip_caption
model_type: large
datasets:
coco_caption: # name of the dataset builder
vis_processor:
train:
name: "blip_image_train"
eval:
name: "blip_image_eval"
text_processor:
train:
name: "blip_caption"
prompt: "a picture of "
eval:
name: "blip_caption"
run:
runner: runner_iter
max_iters: 2e4
iters_per_inner_epoch: 2e3
# task: retrieval
task: captioning
# optimizer
lr_sched: "linear_warmup_cosine_lr"
init_lr: 2e-6
min_lr: 0
weight_decay: 0.05
batch_size_train: 16
batch_size_eval: 64
num_workers: 4
max_len: 20
min_len: 5
num_beams: 3
seed: 42
output_dir: "output/BLIP/Caption_coco"
amp: False
resume_ckpt_path: null
evaluate: False
train_splits: ["train"]
valid_splits: ["val", "test"]
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
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