# dimension of features extracted from different models # used in feature_head, dataset, models FEATURE_SIZES = { 'rgb_anet_resnet50': 2048, 'flow_anet_resnet50': 2048, 'rgb_kinetics_bninception': 1024, 'flow_kinetics_bninception': 1024, 'rgb_farl': 512, 'rgb_kinetics_resnet50': 2048, 'rgb_kinetics_resnet50_debug': 2048, 'rgb_kinetics_resnet50_debug_resized': 2048, 'flow_kinetics_resnet50': 2048, 'flow_nv_kinetics_bninception': 1024, 'rgb_kinetics_i3d': 2048, 'flow_kinetics_i3d': 2048, 'audio_wav2vec2': 5120, 'audio_wav2vec2_left': 5120, 'audio_wav2vec2_right': 5120, 'text_word2vec': 300, 'text_fasttext_crawl': 300, 'text_gpt2_last_subword_window_size_0': 768, 'text_gpt2_last_subword_window_size_20': 768, 'text_gpt2_last_subword_window_size_50': 768, 'text_gpt2_last_subword_window_size_100': 768, }