├── .github ├── FINETUNING.md ├── PRETRAINING.md ├── pixel_finetuning.png └── pixel_pretraining.png ├── .gitmodules ├── LICENSE ├── MACOS.md ├── README.md ├── configs ├── config_maps.py ├── models │ └── scratch_noto_span0.25-dropout.json ├── renderers │ └── noto_renderer │ │ ├── GoNotoCurrent.ttf │ │ └── text_renderer_config.json └── training │ └── fp16_apex_bs32.json ├── requirements.txt ├── scripts ├── data │ ├── download_fallback_fonts.py │ ├── prerendering │ │ ├── download_dataset_to_disk.py │ │ ├── prerender_bookcorpus.py │ │ └── prerender_wikipedia.py │ └── robustness │ │ ├── adversarial_attacks │ │ ├── README.md │ │ ├── attack_api.py │ │ ├── phonetic_attacks │ │ │ ├── calculate_statistics.py │ │ │ ├── cmudict.aligned │ │ │ ├── examples │ │ │ │ ├── accurate_with_freq.txt │ │ │ │ └── lil_random_with_freq.txt │ │ │ ├── phonetically_attack.py │ │ │ ├── statistics │ │ │ │ ├── cmu_map.pkl │ │ │ │ ├── gram_1.pkl │ │ │ │ ├── gram_2.pkl │ │ │ │ ├── gram_3.pkl │ │ │ │ └── word_frequency.pkl │ │ │ └── sts-b-sentences.txt │ │ ├── simple_attacks │ │ │ ├── en.key │ │ │ ├── en.natural │ │ │ ├── segmentations.py │ │ │ └── simple_attacks.py │ │ └── visual_attacks │ │ │ ├── NamesList.txt │ │ │ ├── perturbations_store.py │ │ │ ├── punctuation.txt │ │ │ ├── unicode_confusables.json │ │ │ ├── unicode_confusables.py │ │ │ ├── unicode_confusables.txt │ │ │ └── viper_dces.py │ │ ├── preprocess_pos.py │ │ ├── preprocess_pos.sh │ │ ├── preprocess_snli.py │ │ └── preprocess_snli.sh ├── training │ ├── run_glue.py │ ├── run_ner.py │ ├── run_nli.py │ ├── run_pos.py │ ├── run_pretraining.py │ ├── run_qa.py │ ├── run_ud.py │ └── run_xnli_translate_train_all.py └── visualization │ ├── visualize_nli_predictions.py │ └── visualize_pixel.py ├── setup.py ├── src └── pixel │ ├── __init__.py │ ├── data │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── ner_dataset.py │ │ ├── pos_dataset.py │ │ └── ud_dataset.py │ └── rendering │ │ ├── __init__.py │ │ ├── pangocairo_renderer.py │ │ ├── pygame_renderer.py │ │ └── rendering_utils.py │ ├── models │ ├── __init__.py │ ├── auto │ │ ├── __init__.py │ │ ├── auto_factory.py │ │ ├── configuration_auto.py │ │ └── modeling_auto.py │ ├── bert.py │ ├── biaffine.py │ ├── masking.py │ ├── pixel │ │ ├── __init__.py │ │ ├── configuration_pixel.py │ │ ├── modeling_pixel.py │ │ └── modeling_pixel_interpretable.py │ ├── pooling.py │ └── vit.py │ ├── trainer.py │ └── utils │ ├── __init__.py │ ├── datasets.py │ ├── defaults.py │ ├── interpretability.py │ ├── logging.py │ ├── misc.py │ ├── modeling.py │ ├── optimization.py │ ├── prerendering.py │ ├── question_answering.py │ ├── training.py │ └── transforms.py └── submitit_pretrain.py /.github/FINETUNING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/.github/FINETUNING.md -------------------------------------------------------------------------------- /.github/PRETRAINING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/.github/PRETRAINING.md -------------------------------------------------------------------------------- /.github/pixel_finetuning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/.github/pixel_finetuning.png -------------------------------------------------------------------------------- /.github/pixel_pretraining.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/.github/pixel_pretraining.png -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/.gitmodules -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/LICENSE -------------------------------------------------------------------------------- /MACOS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/MACOS.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/README.md -------------------------------------------------------------------------------- /configs/config_maps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/configs/config_maps.py -------------------------------------------------------------------------------- /configs/models/scratch_noto_span0.25-dropout.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/configs/models/scratch_noto_span0.25-dropout.json -------------------------------------------------------------------------------- /configs/renderers/noto_renderer/GoNotoCurrent.ttf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/configs/renderers/noto_renderer/GoNotoCurrent.ttf -------------------------------------------------------------------------------- /configs/renderers/noto_renderer/text_renderer_config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/configs/renderers/noto_renderer/text_renderer_config.json -------------------------------------------------------------------------------- /configs/training/fp16_apex_bs32.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/configs/training/fp16_apex_bs32.json -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/requirements.txt -------------------------------------------------------------------------------- /scripts/data/download_fallback_fonts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/download_fallback_fonts.py -------------------------------------------------------------------------------- /scripts/data/prerendering/download_dataset_to_disk.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/prerendering/download_dataset_to_disk.py -------------------------------------------------------------------------------- /scripts/data/prerendering/prerender_bookcorpus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/prerendering/prerender_bookcorpus.py -------------------------------------------------------------------------------- /scripts/data/prerendering/prerender_wikipedia.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/prerendering/prerender_wikipedia.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/README.md: -------------------------------------------------------------------------------- 1 | Based on the repo https://github.com/yannikkellerde/BERT-Defense 2 | -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/attack_api.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/attack_api.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/calculate_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/calculate_statistics.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/cmudict.aligned: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/cmudict.aligned -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/examples/accurate_with_freq.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/examples/accurate_with_freq.txt -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/examples/lil_random_with_freq.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/examples/lil_random_with_freq.txt -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/phonetically_attack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/phonetically_attack.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/cmu_map.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/cmu_map.pkl -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_1.pkl -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_2.pkl -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/gram_3.pkl -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/word_frequency.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/statistics/word_frequency.pkl -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/phonetic_attacks/sts-b-sentences.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/phonetic_attacks/sts-b-sentences.txt -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/simple_attacks/en.key: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/simple_attacks/en.key -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/simple_attacks/en.natural: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/simple_attacks/en.natural -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/simple_attacks/segmentations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/simple_attacks/segmentations.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/simple_attacks/simple_attacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/simple_attacks/simple_attacks.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/NamesList.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/NamesList.txt -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/perturbations_store.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/perturbations_store.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/punctuation.txt: -------------------------------------------------------------------------------- 1 | ! 2 | " 3 | # 4 | $ 5 | % 6 | & 7 | ' 8 | ( 9 | ) 10 | , 11 | - 12 | . 13 | / 14 | : 15 | ; 16 | ? 17 | @ 18 | [ 19 | \ 20 | ] 21 | { 22 | } 23 | € 24 | ... -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.json -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.py -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/unicode_confusables.txt -------------------------------------------------------------------------------- /scripts/data/robustness/adversarial_attacks/visual_attacks/viper_dces.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/adversarial_attacks/visual_attacks/viper_dces.py -------------------------------------------------------------------------------- /scripts/data/robustness/preprocess_pos.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/preprocess_pos.py -------------------------------------------------------------------------------- /scripts/data/robustness/preprocess_pos.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/preprocess_pos.sh -------------------------------------------------------------------------------- /scripts/data/robustness/preprocess_snli.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/preprocess_snli.py -------------------------------------------------------------------------------- /scripts/data/robustness/preprocess_snli.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/data/robustness/preprocess_snli.sh -------------------------------------------------------------------------------- /scripts/training/run_glue.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_glue.py -------------------------------------------------------------------------------- /scripts/training/run_ner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_ner.py -------------------------------------------------------------------------------- /scripts/training/run_nli.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_nli.py -------------------------------------------------------------------------------- /scripts/training/run_pos.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_pos.py -------------------------------------------------------------------------------- /scripts/training/run_pretraining.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_pretraining.py -------------------------------------------------------------------------------- /scripts/training/run_qa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_qa.py -------------------------------------------------------------------------------- /scripts/training/run_ud.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_ud.py -------------------------------------------------------------------------------- /scripts/training/run_xnli_translate_train_all.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/training/run_xnli_translate_train_all.py -------------------------------------------------------------------------------- /scripts/visualization/visualize_nli_predictions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/visualization/visualize_nli_predictions.py -------------------------------------------------------------------------------- /scripts/visualization/visualize_pixel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/scripts/visualization/visualize_pixel.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/setup.py -------------------------------------------------------------------------------- /src/pixel/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/__init__.py -------------------------------------------------------------------------------- /src/pixel/data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/__init__.py -------------------------------------------------------------------------------- /src/pixel/data/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/datasets/__init__.py -------------------------------------------------------------------------------- /src/pixel/data/datasets/ner_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/datasets/ner_dataset.py -------------------------------------------------------------------------------- /src/pixel/data/datasets/pos_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/datasets/pos_dataset.py -------------------------------------------------------------------------------- /src/pixel/data/datasets/ud_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/datasets/ud_dataset.py -------------------------------------------------------------------------------- /src/pixel/data/rendering/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/rendering/__init__.py -------------------------------------------------------------------------------- /src/pixel/data/rendering/pangocairo_renderer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/rendering/pangocairo_renderer.py -------------------------------------------------------------------------------- /src/pixel/data/rendering/pygame_renderer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/rendering/pygame_renderer.py -------------------------------------------------------------------------------- /src/pixel/data/rendering/rendering_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/data/rendering/rendering_utils.py -------------------------------------------------------------------------------- /src/pixel/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/__init__.py -------------------------------------------------------------------------------- /src/pixel/models/auto/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/auto/__init__.py -------------------------------------------------------------------------------- /src/pixel/models/auto/auto_factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/auto/auto_factory.py -------------------------------------------------------------------------------- /src/pixel/models/auto/configuration_auto.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/auto/configuration_auto.py -------------------------------------------------------------------------------- /src/pixel/models/auto/modeling_auto.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/auto/modeling_auto.py -------------------------------------------------------------------------------- /src/pixel/models/bert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/bert.py -------------------------------------------------------------------------------- /src/pixel/models/biaffine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/biaffine.py -------------------------------------------------------------------------------- /src/pixel/models/masking.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/masking.py -------------------------------------------------------------------------------- /src/pixel/models/pixel/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/pixel/__init__.py -------------------------------------------------------------------------------- /src/pixel/models/pixel/configuration_pixel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/pixel/configuration_pixel.py -------------------------------------------------------------------------------- /src/pixel/models/pixel/modeling_pixel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/pixel/modeling_pixel.py -------------------------------------------------------------------------------- /src/pixel/models/pixel/modeling_pixel_interpretable.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/pixel/modeling_pixel_interpretable.py -------------------------------------------------------------------------------- /src/pixel/models/pooling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/pooling.py -------------------------------------------------------------------------------- /src/pixel/models/vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/models/vit.py -------------------------------------------------------------------------------- /src/pixel/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/trainer.py -------------------------------------------------------------------------------- /src/pixel/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/__init__.py -------------------------------------------------------------------------------- /src/pixel/utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/datasets.py -------------------------------------------------------------------------------- /src/pixel/utils/defaults.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/defaults.py -------------------------------------------------------------------------------- /src/pixel/utils/interpretability.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/interpretability.py -------------------------------------------------------------------------------- /src/pixel/utils/logging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/logging.py -------------------------------------------------------------------------------- /src/pixel/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/misc.py -------------------------------------------------------------------------------- /src/pixel/utils/modeling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/modeling.py -------------------------------------------------------------------------------- /src/pixel/utils/optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/optimization.py -------------------------------------------------------------------------------- /src/pixel/utils/prerendering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/prerendering.py -------------------------------------------------------------------------------- /src/pixel/utils/question_answering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/question_answering.py -------------------------------------------------------------------------------- /src/pixel/utils/training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/training.py -------------------------------------------------------------------------------- /src/pixel/utils/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/src/pixel/utils/transforms.py -------------------------------------------------------------------------------- /submitit_pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xplip/pixel/HEAD/submitit_pretrain.py --------------------------------------------------------------------------------