path	# lines of code
notebooks/squad_preprocessing.py	148
notebooks/whisper_finetuning.ipynb	594
notebooks/sentiment_analysis.ipynb	816
notebooks/translation.ipynb	921
notebooks/whisper-quantized-example.ipynb	425
notebooks/external_model.ipynb	693
notebooks/mt5_xnli.ipynb	415
notebooks/deberta-blog-notebook.ipynb	373
notebooks/summarization.ipynb	933
notebooks/introduction_to_optimum_graphcore.ipynb	2771
notebooks/language_modelling_from_scratch.ipynb	1102
notebooks/stable_diffusion/text_to_image_sd2.ipynb	335
notebooks/stable_diffusion/stable_diffusion_space/server.py	52
notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py	103
notebooks/stable_diffusion/stable_diffusion_space/app.py	71
notebooks/stable_diffusion/text_to_image.ipynb	333
notebooks/stable_diffusion/inpainting.ipynb	377
notebooks/stable_diffusion/image_to_image.ipynb	363
notebooks/text_classification.ipynb	1046
notebooks/image_classification.ipynb	7405
notebooks/whisper-example.ipynb	432
notebooks/question_answering.ipynb	1691
notebooks/flan_t5_inference.ipynb	539
notebooks/managing_ipu_resources.ipynb	445
notebooks/wav2vec2/wav2vec2-fine-tuning-checkpoint.ipynb	803
notebooks/wav2vec2/wav2vec2-inference-checkpoint.ipynb	409
notebooks/name-entity-extraction.ipynb	515
notebooks/token_classification.ipynb	1184
notebooks/packed_bert/pipeline/packed_bert.py	342
notebooks/packed_bert/pipeline/__init__.py	1
notebooks/packed_bert/packedBERT_multi_label_text_classification.ipynb	1474
notebooks/packed_bert/utils/__init__.py	1
notebooks/packed_bert/utils/packing/qa_utils.py	148
notebooks/packed_bert/utils/packing/algorithms.py	167
notebooks/packed_bert/utils/packing/dataset_creator.py	225
notebooks/packed_bert/utils/packing/__init__.py	1
notebooks/packed_bert/utils/packing/dataset_templates.py	73
notebooks/packed_bert/models/__init__.py	1
notebooks/packed_bert/models/modeling_bert_packed.py	180
notebooks/packed_bert/packedBERT_single_label_text_classification.ipynb	1549
notebooks/packed_bert/__init__.py	1
notebooks/packed_bert/packedBERT_question_answering.ipynb	1177
notebooks/multiple_choice.ipynb	932
notebooks/text_embeddings_models/config.py	78
notebooks/text_embeddings_models/text-embeddings-on-ipu.ipynb	619
notebooks/language_modeling.ipynb	1074
pyproject.toml	28
optimum/graphcore/modelcard.py	105
optimum/graphcore/data/data_collator.py	70
optimum/graphcore/data/__init__.py	1
optimum/graphcore/trainer_utils.py	32
optimum/graphcore/pipelines/text2text_generation.py	69
optimum/graphcore/pipelines/fill_mask.py	23
optimum/graphcore/pipelines/zero_shot_classification.py	68
optimum/graphcore/pipelines/__init__.py	400
optimum/graphcore/pipelines/automatic_speech_recognition.py	91
optimum/graphcore/pipelines/token_classification.py	28
optimum/graphcore/trainer_seq2seq.py	171
optimum/graphcore/ipu_configuration.py	394
optimum/graphcore/version.py	1
optimum/graphcore/generation/logits_process.py	187
optimum/graphcore/generation/utils.py	1179
optimum/graphcore/generation/__init__.py	2
optimum/graphcore/generation/on_device_generation.py	321
optimum/graphcore/generation/attention_mixin.py	300
optimum/graphcore/utils/__init__.py	10
optimum/graphcore/training_args.py	452
optimum/graphcore/trainer.py	1497
optimum/graphcore/models/t5/__init__.py	1
optimum/graphcore/models/t5/configuration_t5.py	3
optimum/graphcore/models/t5/modeling_t5.py	569
optimum/graphcore/models/convnext/optimized_convnextlayer.py	18
optimum/graphcore/models/convnext/modeling_convnext.py	36
optimum/graphcore/models/convnext/__init__.py	1
optimum/graphcore/models/groupbert/modeling_groupbert.py	572
optimum/graphcore/models/groupbert/groupbert_ffn.py	35
optimum/graphcore/models/groupbert/groupbert_attention.py	131
optimum/graphcore/models/groupbert/__init__.py	28
optimum/graphcore/models/groupbert/groupbert_convolution.py	49
optimum/graphcore/models/whisper/processing_whisper.py	6
optimum/graphcore/models/whisper/__init__.py	3
optimum/graphcore/models/whisper/feature_extraction_whisper.py	16
optimum/graphcore/models/whisper/modeling_whisper.py	511
optimum/graphcore/models/vit/__init__.py	1
optimum/graphcore/models/vit/modeling_vit.py	26
optimum/graphcore/models/bert/__init__.py	9
optimum/graphcore/models/bert/modeling_bert.py	368
optimum/graphcore/models/bert/bert_fused_attention.py	76
optimum/graphcore/models/bart/__init__.py	1
optimum/graphcore/models/bart/modeling_bart.py	807
optimum/graphcore/models/hubert/modeling_hubert.py	114
optimum/graphcore/models/hubert/ipu_layer_drop.py	101
optimum/graphcore/models/hubert/__init__.py	1
optimum/graphcore/models/mpnet/modeling_mpnet.py	132
optimum/graphcore/models/mpnet/__init__.py	4
optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py	343
optimum/graphcore/models/wav2vec2/ipu_layer_drop.py	120
optimum/graphcore/models/wav2vec2/__init__.py	1
optimum/graphcore/models/wav2vec2/ipu_gumbel_vector_quantizer.py	61
optimum/graphcore/models/mt5/__init__.py	1
optimum/graphcore/models/mt5/modeling_mt5.py	384
optimum/graphcore/models/__init__.py	1
optimum/graphcore/models/gpt2/optimized_gpt2_attn.py	25
optimum/graphcore/models/gpt2/modeling_gpt2.py	232
optimum/graphcore/models/gpt2/__init__.py	5
optimum/graphcore/models/distilbert/modeling_distilbert.py	229
optimum/graphcore/models/distilbert/__init__.py	7
optimum/graphcore/models/lxmert/__init__.py	1
optimum/graphcore/models/lxmert/modeling_lxmert.py	92
optimum/graphcore/models/roberta/modeling_roberta.py	210
optimum/graphcore/models/roberta/__init__.py	7
optimum/graphcore/models/deberta/modeling_deberta.py	348
optimum/graphcore/models/deberta/__init__.py	6
optimum/graphcore/modeling_utils.py	479
optimum/graphcore/training_args_seq2seq.py	43
optimum/graphcore/__init__.py	49
optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp	66
optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp	77
optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompressx.cpp	115
optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.hpp	20
optimum/graphcore/custom_ops/group_quantize_decompress/common.hpp	20
optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompressx.hpp	15
optimum/graphcore/custom_ops/utils.py	44
optimum/graphcore/custom_ops/sdk_version_hash/sdk_version_hash_lib.cpp	19
optimum/graphcore/custom_ops/sdk_version_hash/sdk_version_hash.py	5
optimum/graphcore/custom_ops/sdk_version_hash/__init__.py	1
optimum/graphcore/custom_ops/__init__.py	1
optimum/graphcore/trainer_pt_utils.py	9
optimum/graphcore/quantization/group_quantize.py	103
optimum/graphcore/quantization/__init__.py	4
optimum/graphcore/diffusers/pipelines/stable_diffusion/safety_checker.py	21
optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py	4
optimum/graphcore/diffusers/pipelines/stable_diffusion/ipu_configs.py	104
optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py	4
optimum/graphcore/diffusers/pipelines/stable_diffusion/__init__.py	4
optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py	337
optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py	4
optimum/graphcore/diffusers/pipelines/__init__.py	7
optimum/graphcore/diffusers/__init__.py	7
MANIFEST.in	15
setup.py	72
setup.cfg	2