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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: alpro_retrieval
model_type: didemo
load_finetuned: False
max_txt_len: 50
timesformer:
n_frms: 8
image_size: 224
datasets:
didemo_retrieval: # name of the dataset builder
vis_processor:
train:
name: "alpro_video_train"
n_frms: 8
image_size: 224
eval:
name: "alpro_video_eval"
n_frms: 8
image_size: 224
text_processor:
train:
name: "blip_caption"
eval:
name: "blip_caption"
run:
task: retrieval
# optimization-specific
lr_sched: "linear_warmup_cosine_lr"
init_lr: 3e-5
min_lr: 1e-6
weight_decay: 1e-4
max_epoch: 10
batch_size_train: 12
batch_size_eval: 32
num_workers: 4
k_test: 256
# k_test: 1000
seed: 42
output_dir: "output/ALPRO/didemo_retrieval"
amp: False
resume_ckpt_path: null
evaluate: False
train_splits: ["train"]
valid_splits: ["val"]
test_splits: ["test"]
# distribution-specific
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
use_dist_eval_sampler: False
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