AdhamAshraf commited on
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Upload base_resnet_lstm/config.yaml with huggingface_hub

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  1. base_resnet_lstm/config.yaml +38 -0
base_resnet_lstm/config.yaml ADDED
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+ seed: 42
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+ paths:
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+ raw_images_dir: data/raw/images
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+ captions_file: data/raw/captions.txt
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+ processed_dir: data/processed
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+ features_dir: data/features
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+ models_dir: models
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+ split:
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+ train_ratio: 0.8
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+ val_ratio: 0.1
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+ test_ratio: 0.1
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+ vocab:
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+ min_freq: 5
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+ max_len: 35
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+ encoder:
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+ type: resnet50
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+ feature_dim: 2048
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+ freeze: true
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+ decoder:
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+ type: lstm
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+ embed_dim: 256
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+ hidden_dim: 512
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+ num_layers: 1
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+ dropout: 0.0
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+ training:
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+ batch_size: 32
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+ epochs: 30
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+ lr: 0.001
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+ optimizer: adam
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+ lr_scheduler_patience: 2
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+ lr_scheduler_factor: 0.5
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+ early_stop_patience: 5
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+ num_workers: 2
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+ device: auto
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+ inference:
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+ decoding: greedy
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+ beam_width: 3
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+ run_name: base_resnet_lstm