{ "architecture": "CNN(ResNet-50)-Transformer Encoder-Decoder Image Captioning", "vocab_size": 8000, "d_model": 512, "nhead": 8, "num_decoder_layers": 6, "dim_feedforward": 2048, "image_size": 224, "max_len": 300, "pad_id": 0, "unk_id": 1, "bos_id": 2, "eos_id": 3, "encoder_finetune_strategy": "phase1_frozen_then_phase2_layer4_unfrozen_discriminative_lr" }