Index

_

__call__() (intel_extension_for_transformers.neural_chat.cli.cli_commands.TextVoiceChatExecutor method)

A

accelerator_kwargs (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) accuracy() (in module util.misc) acquire_type (class in test_packq) adap_kl_ctrl (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) AdaptiveKLController (class in intel_extension_for_transformers.transformers.ppo_trainer) Add (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) add() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Bincount method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CombinedStat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Covariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossCovariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossIoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.History method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.IoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Mean method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.NormMean method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Quantile method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.SecondMoment method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.TopK method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Variance method) add_and_load_reward_modeling_adapter() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) add_config_item() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) add_gene() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) AddClsToken (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.add_cls_token) AddEmbeddings (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.add_embeddings) AddV2 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Agent_QA (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent) align_columns() (in module util.postprocess) align_headers() (in module extract_tables) (in module util.postprocess) align_img() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.preprocess) align_rows() (in module util.postprocess) align_supercells() (in module util.postprocess) All (class in intel_extension_for_transformers.transformers.runtime.compile.ops.all) all_gather() (in module util.misc) amp_to_db() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise) AntiAliasInterpolation2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) ApiErrorCode (class in intel_extension_for_transformers.neural_chat.server.restful.openai_protocol) app module

append_localdb() (intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent.Agent_QA method) append_message() (conversation.Conversation method) apply_class_thresholds() (in module util.postprocess) apply_lora module apply_rome_to_model() (in module intel_extension_for_transformers.neural_chat.tools.rome.rome_impl) apply_threshold() (in module util.postprocess) approx_ratio() (in module intel_extension_for_transformers.transformers.dynamic.evolution) Arange (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ArangewithReciprocal (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.arangewithreciprocal) askdoc module asr module Assert (class in intel_extension_for_transformers.transformers.runtime.compile.ops.assert) AttentionBlock_AttentionMaskAddReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_AttentionMaskAddReshape) AttentionBlock_ConstantOfShapeWithMul (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_ConstantOfShapeWithMul) AttentionBlock_QKVPreReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_QKVPreReshape) AttentionBlock_QKVReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_QKVReshape) AttentionBlock_WeightReshapeTo4D (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_WeightReshapeTo4D) AttentionMaskLengthAdaptiveExpandIndices (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_mask_length_adaptive_keep_indices) AttentionOutputLayerNormLengthAdaptiveExpandIndices (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_output_layer_norm_length_adaptive_keep_indices) AttentionReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_reshape) audio2text() (intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.asr.AudioSpeechRecognition method) audio_service module AudioLanguageOptions (class in intel_extension_for_transformers.neural_chat.config) AudioSpeechRecognition (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.asr) auto_distil_evaluation_loop() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) autocast_init() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) autodistill() (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) AutoDistillation (class in intel_extension_for_transformers.transformers.mixture.auto_distillation) autodistillation() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) AutoDistillationConfig (class in intel_extension_for_transformers.transformers.config) AutoModelForCausalLMWithValueHead (class in intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head) AutoModelForSeq2SeqLMWithValueHead (class in intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head) AutoRoundConfig (class in intel_extension_for_transformers.transformers.utils.config) AwqConfig (class in intel_extension_for_transformers.transformers.utils.config)

B

Backbone (class in models.backbone) BackendOptions (class in intel_extension_for_transformers.neural_chat.config) backward_batch_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Baddbmm (class in intel_extension_for_transformers.transformers.runtime.compile.ops.baddbmm) BaseCommand (class in intel_extension_for_transformers.neural_chat.cli.cli_commands) BaseCommandExecutor (class in intel_extension_for_transformers.neural_chat.cli.base_executor) (class in intel_extension_for_transformers.neural_chat.server.base_executor) BaseModel (class in intel_extension_for_transformers.neural_chat.models.base_model) BaseTrainer (class in intel_extension_for_transformers.transformers.trainer) BasicNAS (class in intel_extension_for_transformers.transformers.nas.basic_nas) batch_pop() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.TaskQueue method) batch_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) batched_forward_pass() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) BatchMatMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul) BatchMatMulV2 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul_v2) benchmark() (in module intel_extension_for_transformers.transformers.benchmark) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) BenchmarkConfig (class in intel_extension_for_transformers.transformers.config) BertAttention (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertEmbeddings (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertEncoder (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForMaskedLM (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForMultipleChoice (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForNextSentencePrediction (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForPreTraining (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForPreTrainingOutput (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForQuestionAnswering (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic)

BertForSequenceClassification (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertForTokenClassification (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertIntermediate (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertLayer (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertLMHeadModel (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertLMPredictionHead (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertModel (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertOnlyMLMHead (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertOnlyNSPHead (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertOutput (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertPooler (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertPredictionHeadTransform (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertPreTrainedModel (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertPreTrainingHeads (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertSelfAttention (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) BertSelfOutput (class in intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) bias_to_int32() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) BiasAdd (class in intel_extension_for_transformers.transformers.runtime.compile.ops.bias_add) BinaryAdd (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Bincount (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) box_numpy_null() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) build_chatbot() (in module intel_extension_for_transformers.neural_chat.chatbot) build_dataset() (in module rl_training) build_train_func() (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) builtin_eval_func() (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) (intel_extension_for_transformers.transformers.trainer.NLPSeq2SeqTrainer method) builtin_train_func() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method)

C

cache_folder (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) cache_load_enabled (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) calculate_ins_level_acc() (in module utils.eval_utils) Cast (class in intel_extension_for_transformers.transformers.runtime.compile.ops.cast) CastTo (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.cast_to) change_node_input_tensors() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) change_node_output_tensors() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) change_num_name() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) chat() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) chat_completion_stream_generator() (in module intel_extension_for_transformers.neural_chat.server.restful.textchat_api) chat_stream() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) chatbot module chatbot_server module check_is_none() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools.sentence) check_is_number() (in module utils.eval_utils) check_value() (in module intel_extension_for_transformers.transformers.config) ChildParentRetriever (class in intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever) class_subset() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.FixedRandomSubsetSampler method) cleaned_text_to_sequence() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.cleaner) client module clip_by_value() (in module intel_extension_for_transformers.transformers.ppo_core) cliprange (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) cliprange_value (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) cnn_dailymail module CollectQuantInfo (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.collect_quant_info) CombinedStat (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) compare_steps (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) compile() (in module intel_extension_for_transformers.transformers.runtime.compile.compile) compute_loss() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) compute_reward_score() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) compute_rewards() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) compute_u() (in module intel_extension_for_transformers.neural_chat.tools.rome.compute_u) compute_v() (in module intel_extension_for_transformers.neural_chat.tools.rome.compute_v) Concat (class in intel_extension_for_transformers.transformers.runtime.compile.ops.concat) config (intel_extension_for_transformers.neural_chat.cli.cli_commands.TextVoiceChatExecutor attribute)

config_file_path (intel_extension_for_transformers.transformers.pruner.pruning.Pruning attribute) configure_logging() (in module intel_extension_for_transformers.neural_chat.config_logging) Constant (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ConstantOfShape (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) construct() (intel_extension_for_transformers.transformers.runtime.compile.ops.op.Operator method) construct_node() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) Conv (class in intel_extension_for_transformers.transformers.runtime.compile.ops.conv) conversation module Conversation (class in conversation) (class in conversation_utils) (class in utils.conversation_utils) conversation_utils module convert_fullwidth_to_halfwidth() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.security.safety_checker) convert_image_to_base64() (conversation.Conversation method) convert_to_scalar() (in module intel_extension_for_transformers.transformers.ppo_core) convex_hull() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) Convolution (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ConvReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.conv_reshape) correct_number() (in module inference) Cos (class in intel_extension_for_transformers.transformers.runtime.compile.ops.cos) Covariance (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) cpu_() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) CPU_INSTANCE (C macro) create() (intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent.Agent_QA method) create_chat_completion() (in module intel_extension_for_transformers.neural_chat.server.restful.textchat_api) create_distillers() (intel_extension_for_transformers.transformers.mixture.auto_distillation.AutoDistillation method) create_model_card() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) create_openai_logprobs() (in module intel_extension_for_transformers.neural_chat.server.restful.textchat_api) create_optimizer_builtin() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) create_position_ids_from_input_ids() (in module intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) create_position_ids_from_inputs_embeds() (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaEmbeddings method) create_reference_model() (in module intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base) create_speaker_embedding() (intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts.TextToSpeech method) create_tf_node() (in module intel_extension_for_transformers.transformers.runtime.compile.tf_utils) Criterion (class in intel_extension_for_transformers.transformers.distillation) CrossCovariance (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) CrossIoU (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) crossover() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) cuda_() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) CumSum (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops)

D

DataArguments (class in intel_extension_for_transformers.neural_chat.config) DataCollatorForSupervisedDataset (class in cnn_dailymail) (class in intel_extension_for_transformers.transformers.llm.evaluation.hf_eval.hf_datasets.cnn_dailymail) (class in llava_utils) DataParallelWithCallback (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.replicate) DataTrainingArguments (class in dpo_clm) (class in reward_modeling) DDSConv (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.modules) debug() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) DeciLMModel (class in intel_extension_for_transformers.neural_chat.models.decilm_model) Decoder (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) DecoderAttnReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.decoder_attn_reshape) deep_get() (in module intel_extension_for_transformers.neural_chat.utils.dotdict) deep_set() (in module intel_extension_for_transformers.neural_chat.utils.dotdict) DeepseekCoderModel (class in intel_extension_for_transformers.neural_chat.models.deepseek_coder_model) del_environ_var() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) del_environ_vars() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) delete_all_files() (in module intel_extension_for_transformers.neural_chat.server.restful.retrieval_api) delete_single_file() (in module intel_extension_for_transformers.neural_chat.server.restful.retrieval_api) DenseMotionNetwork (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.dense_motion) Dequantize (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) DequantizeLinear (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) dereference() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.FixedSubsetSampler method) DETR (class in models.detr) DETRMulti (class in models.detr_multi) DeviceOptions (class in intel_extension_for_transformers.neural_chat.config)

dice_loss() (in module models.segmentation) dict_to_() (in module intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset) Discriminator (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.discriminator) distill() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) DistillationConfig (class in intel_extension_for_transformers.transformers.config) DistillationCriterionMode (class in intel_extension_for_transformers.transformers.distillation) distributed_init() (in module intel_extension_for_transformers.transformers.utils.utility) (in module intel_extension_for_transformers.transformers.utils.utility_tf) divide_to_patches() (in module llava_utils) document_transfer() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent) done() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) DotDict (class in intel_extension_for_transformers.neural_chat.utils.dotdict) DownBlock2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.discriminator) (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) DownBlock3d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) dpo_clm module dpo_forward() (intel_extension_for_transformers.transformers.dpo_trainer.DPOTrainer method) dpo_loss() (intel_extension_for_transformers.transformers.dpo_trainer.DPOTrainer method) DPOTrainer (class in intel_extension_for_transformers.transformers.dpo_trainer) draw_landmarks() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.util) dump_tensor() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) DynamicLengthConfig (class in intel_extension_for_transformers.transformers.config) DynamicQuantConfig (class in intel_extension_for_transformers.transformers.utils.config)

E

early_stopping (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) editor module Einsum (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) EinsumwithArange (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.einsumwitharange) embed_documents() (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings method) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings method) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings method) embed_instruction (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) embed_query() (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings method) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings method) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings method) EmbedCollator (class in intel_extension_for_transformers.neural_chat.tools.embedding_finetune.finetune) EmbeddingBag (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddingbag) EmbeddingsTo2DBeforeInnerProduct (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddings_to_2d_before_inner_product) empty() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.TaskQueue method) enable_sequential_cpu_offload() (intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image.instructpix2pix_pipeline.StableDiffusionInstructPix2PixPipeline method) encode_kwargs (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) Encoder (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) enforce_stop_tokens() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.utils.utils) engine_init() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) enhancer_generator_no_len() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.face_enhancer) enhancer_generator_with_len() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.face_enhancer) entropy_from_logits() (in module intel_extension_for_transformers.transformers.ppo_core) environ_info_init() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) Erf (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) error() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) estimate() (intel_extension_for_transformers.transformers.mixture.auto_distillation.AutoDistillation method) (intel_extension_for_transformers.transformers.nas.basic_nas.BasicNAS method) eval_multi_choice() (in module utils.eval_utils) eval_open() (in module utils.eval_utils) evaluate() (in module intel_extension_for_transformers.neural_chat.tools.embedding_finetune.evaluate) (in module intel_extension_for_transformers.transformers.llm.evaluation.bigcode_eval.evaluator) (in module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.evaluator) (in module utils.eval_utils)

evaluate_plus_ppl() (in module intel_extension_for_transformers.transformers.llm.finetuning.eval_utils) Evolution (class in intel_extension_for_transformers.transformers.dynamic.evolution) execute() (intel_extension_for_transformers.neural_chat.cli.base_executor.BaseCommandExecutor method) (intel_extension_for_transformers.neural_chat.cli.cli_commands.BaseCommand method) (intel_extension_for_transformers.neural_chat.cli.cli_commands.FinetuingExecutor method) (intel_extension_for_transformers.neural_chat.cli.cli_commands.HelpCommand method) (intel_extension_for_transformers.neural_chat.cli.cli_commands.TextVoiceChatExecutor method), [1] (intel_extension_for_transformers.neural_chat.server.base_executor.BaseCommandExecutor method) (intel_extension_for_transformers.neural_chat.server.neuralchat_client.FinetuningClientExecutor method) (intel_extension_for_transformers.neural_chat.server.neuralchat_client.TextChatClientExecutor method) (intel_extension_for_transformers.neural_chat.server.neuralchat_client.VoiceChatClientExecutor method) (intel_extension_for_transformers.neural_chat.server.neuralchat_server.NeuralChatServerExecutor method) (intel_extension_for_transformers.transformers.nas.basic_nas.BasicNAS method) (model.TritonPythonModel method) execute_replication_callbacks() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.replicate) execute_rome() (in module intel_extension_for_transformers.neural_chat.tools.rome.rome_impl) exp_name (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Expand (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) expand_gather() (in module intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) (in module intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) ExpandDims (class in intel_extension_for_transformers.transformers.runtime.compile.ops.expand_dims) ExpandIndices (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ExplicitNHWCTransposeForConv (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTranspose) ExplicitNHWCTransposeForConvQAT (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTransposeQAT) export_ir module export_to_bf16_onnx() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) export_to_fp32_onnx() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) export_to_int8_onnx() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) export_to_jit() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) export_to_onnx() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) extract() (intel_extension_for_transformers.transformers.runtime.compile.ops.onnx_input.ONNXINPUT method) (intel_extension_for_transformers.transformers.runtime.compile.ops.op.Operator method) extract_numbers() (in module utils.eval_utils) extract_tables module extract_text_from_spans() (in module util.postprocess) extract_text_inside_bbox() (in module util.postprocess) Extractor (class in intel_extension_for_transformers.transformers.runtime.compile.extractors.extractor)

F

fatal() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) feed_forward_chunk() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLayer method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaLayer method) FeedbackRequest (class in intel_extension_for_transformers.neural_chat.server.restful.request) Fill (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) finalize() (model.TritonPythonModel method) find_fact_lookup_idx() (in module intel_extension_for_transformers.neural_chat.tools.rome.compute_v) find_GPS_image() (in module intel_extension_for_transformers.neural_chat.server.restful.photoai_utils) find_user_prompt() (intel_extension_for_transformers.neural_chat.models.openai_model.OpenAIModel method) FinetuingExecutor (class in intel_extension_for_transformers.neural_chat.cli.cli_commands) finetune module finetune_clm module finetune_model() (in module intel_extension_for_transformers.neural_chat.chatbot) finetune_neuralchat_v3 module finetune_seq2seq module FinetuningArguments (class in dpo_clm) (class in intel_extension_for_transformers.neural_chat.config) (class in reward_modeling) FinetuningClientExecutor (class in intel_extension_for_transformers.neural_chat.server.neuralchat_client) fit() (intel_extension_for_transformers.transformers.optimizer.Orchestrate_optimizer method) FixedKLController (class in intel_extension_for_transformers.transformers.ppo_trainer) FixedRandomSubsetSampler (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) FixedSubsetSampler (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) FlashDistillationConfig (class in intel_extension_for_transformers.transformers.config) FlatMapDataset (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Flatten (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) flatten_dict() (in module intel_extension_for_transformers.transformers.ppo_core) flatten_masked_batch() (in module intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset) Floor_divide (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) forward() (intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise.TorchGate method) (intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode.GPTBigCodeForCausalLM method) (intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode.GPTBigCodeForSequenceClassification method) (intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode.GPTBigCodeForTokenClassification method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertEmbeddings method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertEncoder method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForMaskedLM method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForMultipleChoice method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForNextSentencePrediction method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForPreTraining method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForQuestionAnswering method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForSequenceClassification method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForTokenClassification method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertIntermediate method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLayer method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLMHeadModel method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLMPredictionHead method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertModel method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertOnlyMLMHead method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertOnlyNSPHead method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertOutput method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertPooler method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertPredictionHeadTransform method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertPreTrainingHeads method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertSelfAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertSelfOutput method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaClassificationHead method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaEmbeddings method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaEncoder method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForCausalLM method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForMaskedLM method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForMultipleChoice method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForQuestionAnswering method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForSequenceClassification method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForTokenClassification method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaIntermediate method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaLayer method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaLMHead method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaOutput method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaPooler method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaSelfAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaSelfOutput method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForCausalLMWithValueHead method) (models.detr.DETR method) (models.detr.PostProcess method) (models.detr.SetCriterion method) (models.detr_multi.DETRMulti method) (models.detr_multi.PostProcess method) (models.detr_multi.SetCriterion method) (models.matcher.HungarianMatcher method) (models.segmentation.PostProcessPanoptic method)

Frame (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio) frame_generator() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio) from_pretrained() (intel_extension_for_transformers.transformers.modeling.model.OptimizedModel class method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper class method) FrozenBatchNorm2d (class in models.backbone) FusedBatchNormV3 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.fused_batch_norm_v3) FusedGemm (class in intel_extension_for_transformers.transformers.runtime.compile.ops.fused_gemm) FusedMatMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.fused_matmul) FutureResult (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm)

G

gamma (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Gather (class in intel_extension_for_transformers.transformers.runtime.compile.ops.gather) gather_stats() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) GatherElements (class in intel_extension_for_transformers.transformers.runtime.compile.ops.gather_elements) GatherV2 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.gather) gaudi_spawn module GaudiDPOTrainer (class in intel_extension_for_transformers.transformers.dpo_trainer) gaussian2kp() (intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.keypoint_detector.KPDetector method) Gelu (class in intel_extension_for_transformers.transformers.runtime.compile.ops.gelu) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.gelu) Gemm (class in intel_extension_for_transformers.transformers.runtime.compile.ops.gemm) generalized_box_iou() (in module util.box_ops) generate() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForCausalLMWithValueHead method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForSeq2SeqLMWithValueHead method) (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) generate_dummy_past_key_values() (in module intel_extension_for_transformers.transformers.utils.utility) generate_dummy_past_key_values_for_inference() (in module intel_extension_for_transformers.transformers.utils.utility) generate_dummy_past_key_values_for_opt_llm() (in module intel_extension_for_transformers.transformers.utils.utility) generate_path() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.commons) GenerateSequence (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.generate_sequence) GeneratorWithLen (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.face_enhancer) get_anyres_image_grid_shape() (in module intel_extension_for_transformers.transformers.modeling.llava_models.mm_utils) get_autocast_info() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) get_batch_metrics() (intel_extension_for_transformers.transformers.dpo_trainer.DPOTrainer method) get_bbox_span_subset() (in module util.postprocess) get_checkpoint_files() (in module intel_extension_for_transformers.neural_chat.models.model_utils) get_children() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) get_chuck_data() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) get_context_length() (in module intel_extension_for_transformers.neural_chat.models.model_utils) get_conv_template() (in module conversation) (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) get_data_dtype() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) get_default_conv_template() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) (intel_extension_for_transformers.neural_chat.models.decilm_model.DeciLMModel method) (intel_extension_for_transformers.neural_chat.models.deepseek_coder_model.DeepseekCoderModel method) (intel_extension_for_transformers.neural_chat.models.llama_model.LlamaModel method) (intel_extension_for_transformers.neural_chat.models.mistral_model.MistralModel method) (intel_extension_for_transformers.neural_chat.models.mpt_model.MptModel method) (intel_extension_for_transformers.neural_chat.models.neuralchat_model.NeuralChatModel method) (intel_extension_for_transformers.neural_chat.models.qwen_model.QwenModel method) (intel_extension_for_transformers.neural_chat.models.solar_model.SolarModel method) get_environ_info() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) get_example_inputs() (in module intel_extension_for_transformers.transformers.benchmark) (in module intel_extension_for_transformers.transformers.utils.utility) get_export_args() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) get_filepath() (in module intel_extension_for_transformers.transformers.utils.utility_tf) get_global_statistics() (in module intel_extension_for_transformers.transformers.ppo_trainer)

get_initializer_children_names() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) get_input_embeddings() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaModel method) get_inv_cov() (in module intel_extension_for_transformers.neural_chat.tools.rome.compute_u) get_logger() (intel_extension_for_transformers.transformers.runtime.compile.logger.Logger method) get_model() (in module extract_tables) get_model_adapter() (in module intel_extension_for_transformers.neural_chat.models.base_model) get_model_fwk_name() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) get_module() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) get_module_input_output_at_word() (in module intel_extension_for_transformers.neural_chat.tools.rome.compute_v) get_multi_choice_info() (in module utils.data_utils) get_next_node_names() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_node_by_name() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_node_children_names() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) get_node_id() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_output_embeddings() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForMaskedLM method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForPreTraining method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLMHeadModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForCausalLM method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForMaskedLM method) get_parameter() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) get_pre_node_names() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_prompt() (conversation.Conversation method) get_quant_info() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) get_repo_root() (in module intel_extension_for_transformers.neural_chat.models.model_utils) get_reprs_at_idxs() (in module intel_extension_for_transformers.neural_chat.tools.rome.repr_tools) get_reprs_at_word_tokens() (in module intel_extension_for_transformers.neural_chat.tools.rome.repr_tools) get_sparse_nodes_name() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_sparsity_ratio() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) get_store() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) get_tensor_dest_op() (in module intel_extension_for_transformers.transformers.runtime.compile.tf_utils) get_tensor_idx() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) get_words_idxs_in_templates() (in module intel_extension_for_transformers.neural_chat.tools.rome.repr_tools) global_backward_batch_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) global_batch_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) GPTBigCodeForCausalLM (class in intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode) GPTBigCodeForSequenceClassification (class in intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode) GPTBigCodeForTokenClassification (class in intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode) GPTBigCodeModel (class in intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode) GPTBigCodePreTrainedModel (class in intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode) GPTQConfig (class in intel_extension_for_transformers.transformers.utils.config) gradient_accumulation_steps (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Graph (class in intel_extension_for_transformers.transformers.runtime.compile.graph.graph) graph_dispatch() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) graph_init() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) graph_node_names_details() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) (in module intel_extension_for_transformers.transformers.runtime.compile.tf_utils) GroupNorm (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNorm) GroupNormSwish (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNormSwish)

H

header_supercell_tree() (in module util.postprocess) health() (in module intel_extension_for_transformers.neural_chat.server.restful.textchat_api) HEEstimator (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.keypoint_detector) HelpCommand (class in intel_extension_for_transformers.neural_chat.cli.cli_commands) HFLM (class in intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.models.huggingface) hierarchical_subsequence() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) History (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) horizon (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Hourglass (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util)

HParams (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.hparams) HuggingFaceBgeEmbeddings (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingFaceBgeEmbeddings.Config (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingFaceEmbeddings (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingFaceEmbeddings.Config (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingFaceInstructEmbeddings (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingFaceInstructEmbeddings.Config (class in intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings) HuggingfaceModel (class in intel_extension_for_transformers.neural_chat.models.huggingface_model) HungarianMatcher (class in models.matcher)

I

Identity (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) image2image_service module INCDecoder (class in intel_extension_for_transformers.transformers.modeling.modeling_seq2seq) INCEncoder (class in intel_extension_for_transformers.transformers.modeling.modeling_seq2seq) infer_framework_load_model() (in module intel_extension_for_transformers.transformers.pipeline) infer_task() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) inference module inference() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) info() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) init() (intel_extension_for_transformers.neural_chat.server.neuralchat_server.NeuralChatServerExecutor method) init_by_cfg() (intel_extension_for_transformers.transformers.mixture.auto_distillation.AutoDistillation method) (intel_extension_for_transformers.transformers.nas.basic_nas.BasicNAS method) init_distiller() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) init_kl_coef (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) init_path() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.init_path) init_prune_config() (intel_extension_for_transformers.transformers.config.PruningConfig method) init_pruner() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) init_quantizer() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) initialize() (model.TritonPythonModel method) InnerProduct (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) InnerproductReshapeFusion (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.InnerproductReshapeFusion) InnerproductWithBiasGelu (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithbiasgelu) InnerproductwithSlice (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithslice) InnerproductWithSwish (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithswish) Input (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) InputData (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_data) InputFile (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_file) inquire_config_item() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) insert_environ_info() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) insert_nodes() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) insert_pattern() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) insert_quant_info() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) InsertBF16Node (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_bf16_node) InsertQuantNode (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_quant_node) Int8BF16MixedPrecisionChecker (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.int8_bf16_mixed_precision_checker) intel_extension_for_transformers module intel_extension_for_transformers.haystack module intel_extension_for_transformers.langchain module intel_extension_for_transformers.langchain.langchain_community module intel_extension_for_transformers.langchain.langchain_community.embeddings module intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings module intel_extension_for_transformers.langchain.langchain_community.embeddings.optimized_instructor_embedding module intel_extension_for_transformers.langchain.langchain_community.embeddings.optimized_sentence_transformers module intel_extension_for_transformers.langchain.langchain_community.retrievers module intel_extension_for_transformers.langchain.langchain_community.retrievers.bge_reranker module intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever module intel_extension_for_transformers.langchain.langchain_community.vectorstores module intel_extension_for_transformers.langchain.langchain_community.vectorstores.chroma module intel_extension_for_transformers.langchain.langchain_community.vectorstores.qdrant module intel_extension_for_transformers.llama_index module intel_extension_for_transformers.neural_chat module intel_extension_for_transformers.neural_chat.chatbot module intel_extension_for_transformers.neural_chat.cli module intel_extension_for_transformers.neural_chat.cli.base_executor module intel_extension_for_transformers.neural_chat.cli.cli_commands module intel_extension_for_transformers.neural_chat.cli.log module intel_extension_for_transformers.neural_chat.config module intel_extension_for_transformers.neural_chat.config_logging module intel_extension_for_transformers.neural_chat.errorcode module intel_extension_for_transformers.neural_chat.models module intel_extension_for_transformers.neural_chat.models.base_model module intel_extension_for_transformers.neural_chat.models.chatglm_model module intel_extension_for_transformers.neural_chat.models.decilm_model module intel_extension_for_transformers.neural_chat.models.deepseek_coder_model module intel_extension_for_transformers.neural_chat.models.huggingface_model module intel_extension_for_transformers.neural_chat.models.llama_model module intel_extension_for_transformers.neural_chat.models.mistral_model module intel_extension_for_transformers.neural_chat.models.model_utils module intel_extension_for_transformers.neural_chat.models.mpt_model module intel_extension_for_transformers.neural_chat.models.neuralchat_model module intel_extension_for_transformers.neural_chat.models.openai_model module intel_extension_for_transformers.neural_chat.models.qwen_model module intel_extension_for_transformers.neural_chat.models.solar_model module intel_extension_for_transformers.neural_chat.pipeline module intel_extension_for_transformers.neural_chat.pipeline.plugins module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.asr module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2 module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.attentions module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.commons module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.modules module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.monotonic_align module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.chinese module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.cleaner module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.english module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.japanese module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.symbols module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.tone_sandhi module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools.classify_language module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools.sentence module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.transforms module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.vits_model module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts_multilang module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.cut_video module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.english_normalizer module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.video_to_wav module intel_extension_for_transformers.neural_chat.pipeline.plugins.caching module intel_extension_for_transformers.neural_chat.pipeline.plugins.caching.cache module intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image module intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image.diffusion_utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image.image2image module intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image.instructpix2pix_pipeline module intel_extension_for_transformers.neural_chat.pipeline.plugins.memory module intel_extension_for_transformers.neural_chat.pipeline.plugins.memory.memory module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.ner module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.utils.process_text module intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.utils.utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.prompt module intel_extension_for_transformers.neural_chat.pipeline.plugins.prompt.prompt_template module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.detector module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.detector.intent_detection module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.detector.query_explainer module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.html_parser module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.parser module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retriever_adapter module intel_extension_for_transformers.neural_chat.pipeline.plugins.security module intel_extension_for_transformers.neural_chat.pipeline.plugins.security.dict module intel_extension_for_transformers.neural_chat.pipeline.plugins.security.safety_checker module intel_extension_for_transformers.neural_chat.pipeline.plugins.security.stopword module intel_extension_for_transformers.neural_chat.pipeline.plugins.video module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.inference module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.sadtalker module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2exp_models module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2exp_models.audio2exp module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2exp_models.networks module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.audio2pose module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.audio_encoder module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.cvae module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.discriminator module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.networks module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.audio2pose_models.res_unet module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.config module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.extract_kp_videos_safe module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.bfm module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.load_mats module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.preprocess module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.util module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.animate module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.dense_motion module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.discriminator module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.generator module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.keypoint_detector module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.make_animation module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.mapping module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.batchnorm module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.replicate module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.generate_batch module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.generate_facerender_batch module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.test_audio2coeff module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.audio module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.croper module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.face_enhancer module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.hparams module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.init_path module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.paste_pic module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.preprocess module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.safetensor_helper module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.videoio module intel_extension_for_transformers.neural_chat.plugins module intel_extension_for_transformers.neural_chat.prompts module intel_extension_for_transformers.neural_chat.prompts.prompt module intel_extension_for_transformers.neural_chat.server module intel_extension_for_transformers.neural_chat.server.base_executor module intel_extension_for_transformers.neural_chat.server.multi_cpu_server module intel_extension_for_transformers.neural_chat.server.multi_hpu_server module intel_extension_for_transformers.neural_chat.server.neuralchat_client module intel_extension_for_transformers.neural_chat.server.neuralchat_server module intel_extension_for_transformers.neural_chat.server.restful module intel_extension_for_transformers.neural_chat.server.restful.api module intel_extension_for_transformers.neural_chat.server.restful.api_protocol module intel_extension_for_transformers.neural_chat.server.restful.codegen_api module intel_extension_for_transformers.neural_chat.server.restful.faceanimation_api module intel_extension_for_transformers.neural_chat.server.restful.finetune_api module intel_extension_for_transformers.neural_chat.server.restful.openai_protocol module intel_extension_for_transformers.neural_chat.server.restful.photoai_api module intel_extension_for_transformers.neural_chat.server.restful.photoai_services module intel_extension_for_transformers.neural_chat.server.restful.photoai_utils module intel_extension_for_transformers.neural_chat.server.restful.plugin_audio_api module intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api module intel_extension_for_transformers.neural_chat.server.restful.request module intel_extension_for_transformers.neural_chat.server.restful.response module intel_extension_for_transformers.neural_chat.server.restful.retrieval_api module intel_extension_for_transformers.neural_chat.server.restful.text2image_api module intel_extension_for_transformers.neural_chat.server.restful.textchat_api module intel_extension_for_transformers.neural_chat.server.restful.tgi_api module intel_extension_for_transformers.neural_chat.server.restful.voicechat_api module intel_extension_for_transformers.neural_chat.server.server_commands module intel_extension_for_transformers.neural_chat.tools module intel_extension_for_transformers.neural_chat.tools.embedding_finetune module intel_extension_for_transformers.neural_chat.tools.embedding_finetune.evaluate module intel_extension_for_transformers.neural_chat.tools.embedding_finetune.finetune module intel_extension_for_transformers.neural_chat.tools.embedding_finetune.mine_hard_neg module intel_extension_for_transformers.neural_chat.tools.rome module intel_extension_for_transformers.neural_chat.tools.rome.compute_u module intel_extension_for_transformers.neural_chat.tools.rome.compute_v module intel_extension_for_transformers.neural_chat.tools.rome.layer_stats module intel_extension_for_transformers.neural_chat.tools.rome.repr_tools module intel_extension_for_transformers.neural_chat.tools.rome.rome_hparams module intel_extension_for_transformers.neural_chat.tools.rome.rome_impl module intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset module intel_extension_for_transformers.neural_chat.tools.rome.utils module intel_extension_for_transformers.neural_chat.tools.rome.utils.context module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats module intel_extension_for_transformers.neural_chat.utils module intel_extension_for_transformers.neural_chat.utils.command module intel_extension_for_transformers.neural_chat.utils.common module intel_extension_for_transformers.neural_chat.utils.database module intel_extension_for_transformers.neural_chat.utils.database.config module intel_extension_for_transformers.neural_chat.utils.database.mysqldb module intel_extension_for_transformers.neural_chat.utils.dotdict module intel_extension_for_transformers.neural_chat.utils.error_utils module intel_extension_for_transformers.neural_chat.utils.record_request module intel_extension_for_transformers.qbits module intel_extension_for_transformers.tools module intel_extension_for_transformers.tools.llm_carbon_calc module intel_extension_for_transformers.tools.utils module intel_extension_for_transformers.transformers module intel_extension_for_transformers.transformers.benchmark module intel_extension_for_transformers.transformers.config module intel_extension_for_transformers.transformers.distillation module intel_extension_for_transformers.transformers.dpo_trainer module intel_extension_for_transformers.transformers.dynamic module intel_extension_for_transformers.transformers.dynamic.drop_and_restore_utils module intel_extension_for_transformers.transformers.dynamic.evolution module intel_extension_for_transformers.transformers.llm module intel_extension_for_transformers.transformers.llm.amp module intel_extension_for_transformers.transformers.llm.evaluation module intel_extension_for_transformers.transformers.llm.evaluation.bigcode_eval module intel_extension_for_transformers.transformers.llm.evaluation.bigcode_eval.evaluator module intel_extension_for_transformers.transformers.llm.evaluation.hf_eval module intel_extension_for_transformers.transformers.llm.evaluation.hf_eval.evaluator module intel_extension_for_transformers.transformers.llm.evaluation.hf_eval.hf_datasets module intel_extension_for_transformers.transformers.llm.evaluation.hf_eval.hf_datasets.cnn_dailymail module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.accuracy module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.evaluator module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.models module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.models.huggingface module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.utils module intel_extension_for_transformers.transformers.llm.evaluation.models module intel_extension_for_transformers.transformers.llm.finetuning module intel_extension_for_transformers.transformers.llm.finetuning.data_utils module intel_extension_for_transformers.transformers.llm.finetuning.eval_utils module intel_extension_for_transformers.transformers.llm.finetuning.finetuning module intel_extension_for_transformers.transformers.llm.quantization module intel_extension_for_transformers.transformers.llm.quantization.autograd module intel_extension_for_transformers.transformers.llm.quantization.autograd.functions module intel_extension_for_transformers.transformers.llm.quantization.nn module intel_extension_for_transformers.transformers.llm.quantization.nn.modules module intel_extension_for_transformers.transformers.llm.quantization.optimization module intel_extension_for_transformers.transformers.llm.quantization.utils module intel_extension_for_transformers.transformers.llm.utils module intel_extension_for_transformers.transformers.llm.utils.generation module

intel_extension_for_transformers.transformers.llm.utils.generation.beam_search module intel_extension_for_transformers.transformers.llm.utils.generation.greedy_search module intel_extension_for_transformers.transformers.llm.utils.mpt_trace module intel_extension_for_transformers.transformers.mixture module intel_extension_for_transformers.transformers.mixture.auto_distillation module intel_extension_for_transformers.transformers.modeling module intel_extension_for_transformers.transformers.modeling.gpt_bigcode module intel_extension_for_transformers.transformers.modeling.gpt_bigcode.modeling_gpt_bigcode module intel_extension_for_transformers.transformers.modeling.llava_models module intel_extension_for_transformers.transformers.modeling.llava_models.llava_arch module intel_extension_for_transformers.transformers.modeling.llava_models.llava_llama module intel_extension_for_transformers.transformers.modeling.llava_models.llava_mistral module intel_extension_for_transformers.transformers.modeling.llava_models.mm_utils module intel_extension_for_transformers.transformers.modeling.llava_models.multimodal_encoder module intel_extension_for_transformers.transformers.modeling.llava_models.multimodal_encoder.builder module intel_extension_for_transformers.transformers.modeling.llava_models.multimodal_encoder.clip_encoder module intel_extension_for_transformers.transformers.modeling.llava_models.multimodal_projector module intel_extension_for_transformers.transformers.modeling.llava_models.multimodal_projector.builder module intel_extension_for_transformers.transformers.modeling.model module intel_extension_for_transformers.transformers.modeling.modeling_auto module intel_extension_for_transformers.transformers.modeling.modeling_base_seq2seq module intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic module intel_extension_for_transformers.transformers.modeling.modeling_map module intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic module intel_extension_for_transformers.transformers.modeling.modeling_seq2seq module intel_extension_for_transformers.transformers.modeling.trl_models module intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base module intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head module intel_extension_for_transformers.transformers.nas module intel_extension_for_transformers.transformers.nas.basic_nas module intel_extension_for_transformers.transformers.nas.nas module intel_extension_for_transformers.transformers.optimizer module intel_extension_for_transformers.transformers.optimizer_tf module intel_extension_for_transformers.transformers.pipeline module intel_extension_for_transformers.transformers.ppo_config module intel_extension_for_transformers.transformers.ppo_core module intel_extension_for_transformers.transformers.ppo_trainer module intel_extension_for_transformers.transformers.pruner module intel_extension_for_transformers.transformers.pruner.pruning module intel_extension_for_transformers.transformers.pruning module intel_extension_for_transformers.transformers.quantization module intel_extension_for_transformers.transformers.runtime module intel_extension_for_transformers.transformers.runtime.compile module intel_extension_for_transformers.transformers.runtime.compile.compile module intel_extension_for_transformers.transformers.runtime.compile.dynamic_quantize module intel_extension_for_transformers.transformers.runtime.compile.extractors module intel_extension_for_transformers.transformers.runtime.compile.extractors.extractor module intel_extension_for_transformers.transformers.runtime.compile.extractors.onnx_extractor module intel_extension_for_transformers.transformers.runtime.compile.extractors.tf_extractor module intel_extension_for_transformers.transformers.runtime.compile.extractors.torch_extractor module intel_extension_for_transformers.transformers.runtime.compile.graph module intel_extension_for_transformers.transformers.runtime.compile.graph.graph module intel_extension_for_transformers.transformers.runtime.compile.graph_utils module intel_extension_for_transformers.transformers.runtime.compile.loaders module intel_extension_for_transformers.transformers.runtime.compile.loaders.loader module intel_extension_for_transformers.transformers.runtime.compile.logger module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils module intel_extension_for_transformers.transformers.runtime.compile.ops module intel_extension_for_transformers.transformers.runtime.compile.ops.all module intel_extension_for_transformers.transformers.runtime.compile.ops.assert module intel_extension_for_transformers.transformers.runtime.compile.ops.baddbmm module intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul module intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul_v2 module intel_extension_for_transformers.transformers.runtime.compile.ops.bias_add module intel_extension_for_transformers.transformers.runtime.compile.ops.binary_op module intel_extension_for_transformers.transformers.runtime.compile.ops.cast module intel_extension_for_transformers.transformers.runtime.compile.ops.concat module intel_extension_for_transformers.transformers.runtime.compile.ops.conv module intel_extension_for_transformers.transformers.runtime.compile.ops.cos module intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops module intel_extension_for_transformers.transformers.runtime.compile.ops.expand_dims module intel_extension_for_transformers.transformers.runtime.compile.ops.fused_batch_matmul_v2 module intel_extension_for_transformers.transformers.runtime.compile.ops.fused_batch_norm_v3 module intel_extension_for_transformers.transformers.runtime.compile.ops.fused_gemm module intel_extension_for_transformers.transformers.runtime.compile.ops.fused_matmul module intel_extension_for_transformers.transformers.runtime.compile.ops.gather module intel_extension_for_transformers.transformers.runtime.compile.ops.gather_elements module intel_extension_for_transformers.transformers.runtime.compile.ops.gelu module intel_extension_for_transformers.transformers.runtime.compile.ops.gemm module intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_get_next module intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_v2 module intel_extension_for_transformers.transformers.runtime.compile.ops.layer_normalization module intel_extension_for_transformers.transformers.runtime.compile.ops.log_softmax module intel_extension_for_transformers.transformers.runtime.compile.ops.map_and_batch_dataset module intel_extension_for_transformers.transformers.runtime.compile.ops.matmul module intel_extension_for_transformers.transformers.runtime.compile.ops.mean module intel_extension_for_transformers.transformers.runtime.compile.ops.mkl_layer_norm module intel_extension_for_transformers.transformers.runtime.compile.ops.model_dataset module intel_extension_for_transformers.transformers.runtime.compile.ops.one_hot module intel_extension_for_transformers.transformers.runtime.compile.ops.onnx_input module intel_extension_for_transformers.transformers.runtime.compile.ops.op module intel_extension_for_transformers.transformers.runtime.compile.ops.optimize_dataset module intel_extension_for_transformers.transformers.runtime.compile.ops.pack module intel_extension_for_transformers.transformers.runtime.compile.ops.padding_sequence module intel_extension_for_transformers.transformers.runtime.compile.ops.placeholder module intel_extension_for_transformers.transformers.runtime.compile.ops.pos_embed module intel_extension_for_transformers.transformers.runtime.compile.ops.pow module intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_linear module intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_v2 module intel_extension_for_transformers.transformers.runtime.compile.ops.quantized_fused_matmul_and_dequantize module intel_extension_for_transformers.transformers.runtime.compile.ops.quantized_matmul_with_bias_and_dequantize module intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_mean module intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_sum module intel_extension_for_transformers.transformers.runtime.compile.ops.reorder module intel_extension_for_transformers.transformers.runtime.compile.ops.reshape module intel_extension_for_transformers.transformers.runtime.compile.ops.resize module intel_extension_for_transformers.transformers.runtime.compile.ops.rsub module intel_extension_for_transformers.transformers.runtime.compile.ops.scatter_elements module intel_extension_for_transformers.transformers.runtime.compile.ops.shape module intel_extension_for_transformers.transformers.runtime.compile.ops.sin module intel_extension_for_transformers.transformers.runtime.compile.ops.size module intel_extension_for_transformers.transformers.runtime.compile.ops.slice module intel_extension_for_transformers.transformers.runtime.compile.ops.slice_position_ids module intel_extension_for_transformers.transformers.runtime.compile.ops.softmax module intel_extension_for_transformers.transformers.runtime.compile.ops.split module intel_extension_for_transformers.transformers.runtime.compile.ops.squeeze module intel_extension_for_transformers.transformers.runtime.compile.ops.strided_slice module intel_extension_for_transformers.transformers.runtime.compile.ops.tensor module intel_extension_for_transformers.transformers.runtime.compile.ops.top_k module intel_extension_for_transformers.transformers.runtime.compile.ops.transpose module intel_extension_for_transformers.transformers.runtime.compile.ops.unpack module intel_extension_for_transformers.transformers.runtime.compile.ops.unsqueeze module intel_extension_for_transformers.transformers.runtime.compile.ops.view module intel_extension_for_transformers.transformers.runtime.compile.ops.where module intel_extension_for_transformers.transformers.runtime.compile.optimizer module intel_extension_for_transformers.transformers.runtime.compile.sub_graph module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.add_cls_token module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.add_embeddings module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.arangewithreciprocal module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_mask_length_adaptive_keep_indices module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_output_layer_norm_length_adaptive_keep_indices module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attention_reshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_AttentionMaskAddReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_ConstantOfShapeWithMul module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_QKVPreReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_QKVReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.attentionBlock_WeightReshapeTo4D module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.cast_to module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.collect_quant_info module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.conv_reshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.decoder_attn_reshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.einsumwitharange module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddingbag module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddings_to_2d_before_inner_product module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.gelu module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.generate_sequence module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNorm module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNormSwish module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.InnerproductReshapeFusion module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithbiasgelu module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithslice module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithswish module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_data module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_file module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_bf16_node module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_quant_node module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.int8_bf16_mixed_precision_checker module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.interact_features module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.last_layer_shape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_reduce_mean module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_transpose module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_embeding module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_matmulwithtranspose module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_postprocess module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_rotary_pos_emb module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.lower_all_tuples module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_add module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_gelu module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_relu module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_sigmoid module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_tanh module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_unsqueeze module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose_scale_add module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.merged_embeddingbag module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.multi_head_attention module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_reorder_change module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_rotary_pos_emb module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.operator_adaptor module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.output_data module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.padding_sequence module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.pattern module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings_v1 module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_merge module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_reshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quant_gather_to_bf16 module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantize_fusion module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantized_graph_dtype_refactor module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_constant_op module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_last_view module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_range module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_unused_operator module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_zeros module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.removeslice module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_after_restore_hidden_states module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_and_after_attention_out_layer_norm_gather_elements module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_restore_hidden_states module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_fusion module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.restore_hidden_states_in_length_adaptive_update_indices module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rms_norm module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rotary_pos_emb module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.slicemask module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_bf16Convert module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_collectQDQInfo module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTranspose module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTransposeQAT module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_insertQuantNode module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_MHA module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_MHAReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_QuantizeFusion module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ReshapeFusion module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.start_end_logits module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.subgraph_matcher module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncdoer_word_embedding module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionMaskAddReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_causal_attention_mask module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_KVReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_MulReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_QReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_SoftmaxReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings_v1 module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_embedding module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_ip_insert_bias module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_unpack_baddbmm module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchinsertbf16node module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchpaddingsquence module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_AttentionMaskAddReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_ConstantOfShapeWithMul module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_encoderHiddenStatesReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice_1 module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_getSampleBatch module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVPreReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape4D module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_sampleSlice module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transpose_batch_matmul module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.word_embeddings module intel_extension_for_transformers.transformers.runtime.compile.tf_utils module intel_extension_for_transformers.transformers.runtime.compile.torch_utils module intel_extension_for_transformers.transformers.setfit module intel_extension_for_transformers.transformers.setfit.modeling module intel_extension_for_transformers.transformers.setfit.trainer module intel_extension_for_transformers.transformers.setfit.trainer_distillation module intel_extension_for_transformers.transformers.setfit.utils module intel_extension_for_transformers.transformers.trainer module intel_extension_for_transformers.transformers.utils module intel_extension_for_transformers.transformers.utils.config module intel_extension_for_transformers.transformers.utils.get_throughput module intel_extension_for_transformers.transformers.utils.metrics module intel_extension_for_transformers.transformers.utils.objectives module intel_extension_for_transformers.transformers.utils.utility module intel_extension_for_transformers.transformers.utils.utility_tf module InteractFeatures (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.interact_features) interpolate() (in module util.misc) inverse() (in module intel_extension_for_transformers.transformers.dynamic.evolution) invoke_with_optional_args() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) iob() (in module extract_tables) (in module util.postprocess) IoU (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) iou() (in module util.postprocess) is_encoder_decoder (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) is_null_numpy_value() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) is_peft_model (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) is_supported_onnx_graph() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) is_supported_onnx_node() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) IteratorGetNext (class in intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_get_next) IteratorV2 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_v2) ITREXQuantizationConfigMixin (class in intel_extension_for_transformers.transformers.utils.config)

J

japanese_text_to_phonemes() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.japanese) jd (C++ type), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] jd::attention (C++ class) jd::attention::attention (C++ function), [1] jd::attention::~attention (C++ function) jd::attention_desc (C++ class) jd::attention_desc::attention_desc (C++ function), [1] jd::attention_desc::~attention_desc (C++ function) jd::attention_io (C++ enum) jd::attention_io::K_BIAS (C++ enumerator) jd::attention_io::K_SCALES (C++ enumerator) jd::attention_io::K_WEIGHT (C++ enumerator) jd::attention_io::MERGE_DST (C++ enumerator) jd::attention_io::MERGE_SRC (C++ enumerator) jd::attention_io::Q_BIAS (C++ enumerator) jd::attention_io::Q_K_SCALES (C++ enumerator) jd::attention_io::Q_K_SRC2 (C++ enumerator) jd::attention_io::Q_SCALES (C++ enumerator) jd::attention_io::Q_WEIGHT (C++ enumerator) jd::attention_io::QK_V_OUTPUT_SCALES (C++ enumerator) jd::attention_io::QK_V_OUTPUT_ZERO_POINT (C++ enumerator) jd::attention_io::RESHAPE_INPUT (C++ enumerator) jd::attention_io::V_BIAS (C++ enumerator) jd::attention_io::V_SCALES (C++ enumerator) jd::attention_io::V_WEIGHT (C++ enumerator) jd::cpu_engine_t (C++ class) jd::cpu_engine_t::cpu_engine_t (C++ function) jd::cpu_engine_t::create_kernel (C++ function) jd::cpu_engine_t::create_memory_storage (C++ function) jd::cpu_engine_t::create_stream (C++ function) jd::cpu_engine_t::empty_list (C++ member) jd::cpu_engine_t::get_implementation_list (C++ function) jd::cpu_engine_t::~cpu_engine_t (C++ function) jd::dynamic_quant (C++ class) jd::dynamic_quant::dynamic_quant (C++ function), [1] jd::dynamic_quant::~dynamic_quant (C++ function) jd::dynamic_quant_desc (C++ class) jd::dynamic_quant_desc::dynamic_quant_desc (C++ function), [1] jd::dynamic_quant_desc::~dynamic_quant_desc (C++ function) jd::dynamic_quant_matmul (C++ class) jd::dynamic_quant_matmul::dynamic_quant_matmul (C++ function), [1] jd::dynamic_quant_matmul::~dynamic_quant_matmul (C++ function) jd::dynamic_quant_matmul_desc (C++ class) jd::dynamic_quant_matmul_desc::dynamic_quant_matmul_desc (C++ function), [1] jd::dynamic_quant_matmul_desc::~dynamic_quant_matmul_desc (C++ function) jd::eltwiseop (C++ class) jd::eltwiseop::eltwiseop (C++ function), [1] jd::eltwiseop::~eltwiseop (C++ function) jd::eltwiseop_desc (C++ class) jd::eltwiseop_desc::eltwiseop_desc (C++ function), [1] jd::eltwiseop_desc::~eltwiseop_desc (C++ function) jd::engine_t (C++ class) jd::engine_t::create_kernel (C++ function) jd::engine_t::create_memory_storage (C++ function) jd::engine_t::create_stream (C++ function) jd::engine_t::engine_kind_ (C++ member) jd::engine_t::engine_t (C++ function) jd::engine_t::get_engine_kind (C++ function) jd::engine_t::get_implementation_list (C++ function) jd::engine_t::get_runtime_kind (C++ function) jd::engine_t::runtime_kind_ (C++ member) jd::engine_t::~engine_t (C++ function) jd::gather (C++ class) jd::gather::gather (C++ function), [1] jd::gather::~gather (C++ function) jd::gather_desc (C++ class) jd::gather_desc::gather_desc (C++ function), [1] jd::gather_desc::~gather_desc (C++ function) jd::groupnorm (C++ class) jd::groupnorm::groupnorm (C++ function), [1] jd::groupnorm::~groupnorm (C++ function) jd::groupnorm_desc (C++ class) jd::groupnorm_desc::groupnorm_desc (C++ function), [1] jd::groupnorm_desc::~groupnorm_desc (C++ function) jd::kernel_desc_proxy (C++ class) jd::kernel_desc_proxy::create_proxy_object (C++ function) jd::kernel_desc_proxy::impl_list_ (C++ member) jd::kernel_desc_proxy::kernel_desc_proxy (C++ function), [1] jd::kernel_desc_proxy::kernel_kind (C++ function) jd::kernel_desc_proxy::~kernel_desc_proxy (C++ function) jd::kernel_proxy (C++ class) jd::kernel_proxy::create_proxy_object (C++ function) jd::kernel_proxy::execute (C++ function), [1] jd::kernel_proxy::get_workspace_size (C++ function) jd::kernel_proxy::kernel_kind (C++ function) jd::kernel_proxy::kernel_proxy (C++ function), [1] jd::kernel_proxy::~kernel_proxy (C++ function) jd::layernorm_ba (C++ class) jd::layernorm_ba::layernorm_ba (C++ function), [1] jd::layernorm_ba::~layernorm_ba (C++ function) jd::layernorm_ba_desc (C++ class) jd::layernorm_ba_desc::layernorm_ba_desc (C++ function), [1] jd::layernorm_ba_desc::~layernorm_ba_desc (C++ function) jd::layernormalized_spmm (C++ class) jd::layernormalized_spmm::layernormalized_spmm (C++ function), [1] jd::layernormalized_spmm::~layernormalized_spmm (C++ function) jd::layernormalized_spmm_desc (C++ class) jd::layernormalized_spmm_desc::layernormalized_spmm_desc (C++ function), [1] jd::layernormalized_spmm_desc::~layernormalized_spmm_desc (C++ function) jd::logsoftmax (C++ class) jd::logsoftmax::logsoftmax (C++ function), [1] jd::logsoftmax::~logsoftmax (C++ function) jd::logsoftmax_desc (C++ class) jd::logsoftmax_desc::logsoftmax_desc (C++ function), [1] jd::logsoftmax_desc::~logsoftmax_desc (C++ function) jd::mha_dense (C++ class) jd::mha_dense::mha_dense (C++ function), [1] jd::mha_dense::~mha_dense (C++ function) jd::mha_dense_desc (C++ class) jd::mha_dense_desc::mha_dense_desc (C++ function), [1] jd::mha_dense_desc::~mha_dense_desc (C++ function) jd::operator_desc (C++ class) jd::operator_desc::apply_postops_list (C++ function) jd::operator_desc::apply_postops_list_ (C++ member) jd::operator_desc::attrs (C++ function) jd::operator_desc::attrs_ (C++ member) jd::operator_desc::binaryop_list_ (C++ member) jd::operator_desc::engine_kind (C++ function) jd::operator_desc::engine_kind_ (C++ member) jd::operator_desc::get_binaryop_list (C++ function) jd::operator_desc::impl_nthr (C++ function) jd::operator_desc::impl_nthr_ (C++ member) jd::operator_desc::ker_kind_ (C++ member) jd::operator_desc::ker_prop_ (C++ member) jd::operator_desc::kernel_kind (C++ function) jd::operator_desc::kernel_prop (C++ function) jd::operator_desc::operator== (C++ function) jd::operator_desc::operator_desc (C++ function), [1], [2] jd::operator_desc::runtime_kind (C++ function) jd::operator_desc::runtime_kind_ (C++ member) jd::operator_desc::set_binaryop_list (C++ function) jd::operator_desc::tensor_descs (C++ function) jd::operator_desc::tensor_dtypes (C++ function) jd::operator_desc::tensor_ftypes (C++ function) jd::operator_desc::tensor_shapes (C++ function) jd::operator_desc::ts_descs_ (C++ member) jd::operator_desc::~operator_desc (C++ function) jd::proxy_base (C++ class) jd::proxy_base::create_proxy_object (C++ function) jd::proxy_base::data_handle_ (C++ member) jd::proxy_base::get_sp (C++ function) jd::proxy_base::proxy_base (C++ function) jd::proxy_base::reset_sp (C++ function) jd::proxy_base::~proxy_base (C++ function) jd::slice (C++ class) jd::slice::slice (C++ function), [1] jd::slice::~slice (C++ function) jd::slice_desc (C++ class) jd::slice_desc::slice_desc (C++ function), [1] jd::slice_desc::~slice_desc (C++ function) jd::softmax (C++ class) jd::softmax::softmax (C++ function), [1] jd::softmax::~softmax (C++ function) jd::softmax_desc (C++ class) jd::softmax_desc::softmax_desc (C++ function), [1] jd::softmax_desc::~softmax_desc (C++ function) jd::sparse_matmul (C++ class) jd::sparse_matmul::sparse_matmul (C++ function), [1] jd::sparse_matmul::~sparse_matmul (C++ function) jd::sparse_matmul_desc (C++ class) jd::sparse_matmul_desc::sparse_matmul_desc (C++ function), [1] jd::sparse_matmul_desc::~sparse_matmul_desc (C++ function) jd::ssd (C++ type), [1], [2], [3], [4], [5], [6] jd::ssd::amx_bf16_params_t (C++ type) jd::ssd::amx_bf16bf16_inputs_t (C++ type) jd::ssd::amx_bf16f32_inputs_t (C++ type) jd::ssd::amx_inputs_t (C++ struct) jd::ssd::amx_inputs_t::bias (C++ member) jd::ssd::amx_inputs_t::dst (C++ member) jd::ssd::amx_inputs_t::src (C++ member) jd::ssd::amx_inputs_t::weight (C++ member) jd::ssd::amx_int8_params_t (C++ type) jd::ssd::amx_params_t (C++ struct) jd::ssd::amx_params_t::blocks_per_group (C++ member) jd::ssd::amx_params_t::blocksize (C++ member) jd::ssd::amx_params_t::colidxs (C++ member) jd::ssd::amx_params_t::group_rowptr (C++ member) jd::ssd::amx_params_t::has_bias (C++ member) jd::ssd::amx_params_t::nnz_group (C++ member) jd::ssd::amx_params_t::nrowptr (C++ member) jd::ssd::amx_params_t::num_tileM (C++ member) jd::ssd::amx_params_t::postop_attrs (C++ member) jd::ssd::amx_params_t::same_src_dtype (C++ member) jd::ssd::amx_params_t::shape (C++ member) jd::ssd::amx_params_t::tileM (C++ member) jd::ssd::amx_params_t::tileN (C++ member) jd::ssd::amx_params_t::weight (C++ member) jd::ssd::avx512_data_t (C++ struct) jd::ssd::avx512_data_t::bias (C++ member) jd::ssd::avx512_data_t::dense (C++ member) jd::ssd::avx512_data_t::dst (C++ member) jd::ssd::avx512_data_t::sparse (C++ member) jd::ssd::avx512_fp32_params_t (C++ struct) jd::ssd::avx512_fp32_params_t::has_bias (C++ member) jd::ssd::avx512_fp32_params_t::im_end (C++ member) jd::ssd::avx512_fp32_params_t::im_start (C++ member) jd::ssd::avx512_fp32_params_t::in_end (C++ member) jd::ssd::avx512_fp32_params_t::in_start (C++ member) jd::ssd::avx512_fp32_params_t::K (C++ member) jd::ssd::avx512_fp32_params_t::M (C++ member) jd::ssd::avx512_fp32_params_t::N (C++ member) jd::ssd::avx512_fp32_params_t::postop_attrs (C++ member) jd::ssd::avx512_fp32_params_t::sparse_ptr (C++ member) jd::ssd::BIAS (C++ member) jd::ssd::DST (C++ member) jd::ssd::DST_M1 (C++ member) jd::ssd::DST_M2 (C++ member) jd::ssd::eltwiseop_data_t (C++ struct) jd::ssd::eltwiseop_data_t::dst (C++ member) jd::ssd::eltwiseop_data_t::element_num (C++ member) jd::ssd::eltwiseop_data_t::src (C++ member) jd::ssd::eltwiseop_param_t (C++ struct) jd::ssd::eltwiseop_param_t::element_num (C++ member) jd::ssd::eltwiseop_param_t::element_num_each_th (C++ member) jd::ssd::eltwiseop_param_t::in_dt (C++ member) jd::ssd::eltwiseop_param_t::out_dt (C++ member) jd::ssd::eltwiseop_param_t::postop_attrs (C++ member) jd::ssd::eltwiseop_param_t::remain_element (C++ member) jd::ssd::layernorm_ba_data_t (C++ struct) jd::ssd::layernorm_ba_data_t::[anonymous] (C++ member) jd::ssd::layernorm_ba_data_t::alpha (C++ member) jd::ssd::layernorm_ba_data_t::beta (C++ member) jd::ssd::layernorm_ba_data_t::dst (C++ member) jd::ssd::layernorm_ba_data_t::dst2 (C++ member) jd::ssd::layernorm_ba_data_t::eps (C++ member) jd::ssd::layernorm_ba_data_t::mean (C++ member) jd::ssd::layernorm_ba_data_t::n (C++ member) jd::ssd::layernorm_ba_data_t::one (C++ member) jd::ssd::layernorm_ba_data_t::process_row (C++ member) jd::ssd::layernorm_ba_data_t::src (C++ member) jd::ssd::layernorm_ba_data_t::var (C++ member) jd::ssd::layernorm_ba_param_t (C++ struct) jd::ssd::layernorm_ba_param_t::batch_num (C++ member) jd::ssd::layernorm_ba_param_t::binaryop_attrs (C++ member)

jd::ssd::layernorm_ba_param_t::col_num (C++ member) jd::ssd::layernorm_ba_param_t::direct_process_row (C++ member) jd::ssd::layernorm_ba_param_t::input_dt (C++ member) jd::ssd::layernorm_ba_param_t::ker_per_batch (C++ member) jd::ssd::layernorm_ba_param_t::output2_dt (C++ member) jd::ssd::layernorm_ba_param_t::output_dt (C++ member) jd::ssd::layernorm_ba_param_t::postop_attrs (C++ member) jd::ssd::layernorm_ba_param_t::process_batch_per_ker (C++ member) jd::ssd::layernorm_ba_param_t::process_col (C++ member) jd::ssd::layernorm_ba_param_t::row_num (C++ member) jd::ssd::layernorm_ba_param_t::spec_type (C++ member) jd::ssd::layernorm_ba_param_t::split_output (C++ member) jd::ssd::layernorm_ba_param_t::thread_elt_offset (C++ member) jd::ssd::matmul_data_t (C++ struct) jd::ssd::matmul_data_t::dst (C++ member) jd::ssd::matmul_data_t::src0 (C++ member) jd::ssd::matmul_data_t::src1 (C++ member) jd::ssd::matmul_data_t::src2 (C++ member) jd::ssd::matmul_fp8_data_t (C++ struct) jd::ssd::matmul_fp8_data_t::alpha (C++ member) jd::ssd::matmul_fp8_data_t::astep (C++ member) jd::ssd::matmul_fp8_data_t::beta (C++ member) jd::ssd::matmul_fp8_data_t::bstep (C++ member) jd::ssd::matmul_fp8_data_t::cstep (C++ member) jd::ssd::matmul_fp8_data_t::dstep (C++ member) jd::ssd::matmul_fp8_data_t::k (C++ member) jd::ssd::matmul_fp8_data_t::kpos (C++ member) jd::ssd::matmul_fp8_data_t::matA (C++ member) jd::ssd::matmul_fp8_data_t::matB (C++ member) jd::ssd::matmul_fp8_data_t::matC (C++ member) jd::ssd::matmul_fp8_data_t::matD (C++ member) jd::ssd::matmul_fp8_data_t::matE (C++ member) jd::ssd::matmul_fp8_data_t::n (C++ member) jd::ssd::matmul_fp8_data_t::scale (C++ member) jd::ssd::matmul_fp8_param_t (C++ struct) jd::ssd::matmul_fp8_param_t::[anonymous] (C++ member) jd::ssd::matmul_fp8_param_t::alpha (C++ member) jd::ssd::matmul_fp8_param_t::beta (C++ member) jd::ssd::matmul_fp8_param_t::has_append_sum (C++ member) jd::ssd::matmul_fp8_param_t::has_scale0 (C++ member) jd::ssd::matmul_fp8_param_t::K (C++ member) jd::ssd::matmul_fp8_param_t::M (C++ member) jd::ssd::matmul_fp8_param_t::N (C++ member) jd::ssd::matmul_fp8_param_t::postop_attrs (C++ member) jd::ssd::matmul_fp8_param_t::thread_num (C++ member) jd::ssd::matmul_fp8_param_t::weight_8bit (C++ member) jd::ssd::matmul_fp8_param_t::weight_bf16 (C++ member) jd::ssd::matmul_fp8_param_t::weight_f8_e4m3 (C++ member) jd::ssd::matmul_fp8_param_t::weight_f8_e5m2 (C++ member) jd::ssd::matmul_fp8_param_t::weight_int8 (C++ member) jd::ssd::matmul_fp8_param_t::weight_type (C++ member) jd::ssd::matmul_input (C++ type) jd::ssd::matmul_input::input (C++ enum) jd::ssd::matmul_input::input::APPEND_SUM (C++ enumerator) jd::ssd::matmul_input::input::matmul_io_MAX (C++ enumerator) jd::ssd::matmul_input::input::SCALE0 (C++ enumerator) jd::ssd::matmul_input::input::SRC0 (C++ enumerator) jd::ssd::matmul_input::input::SRC1 (C++ enumerator) jd::ssd::matmul_input::input::SRC2 (C++ enumerator) jd::ssd::matmul_input::input::ZP0 (C++ enumerator) jd::ssd::matmul_io (C++ type) jd::ssd::matmul_io::io (C++ enum) jd::ssd::matmul_io::io::APPEND_SUM (C++ enumerator) jd::ssd::matmul_io::io::DST0 (C++ enumerator) jd::ssd::matmul_io::io::matmul_io_MAX (C++ enumerator) jd::ssd::matmul_io::io::SCALE0 (C++ enumerator) jd::ssd::matmul_io::io::SRC0 (C++ enumerator) jd::ssd::matmul_io::io::SRC1 (C++ enumerator) jd::ssd::matmul_io::io::SRC2 (C++ enumerator) jd::ssd::matmul_io::io::ZP0 (C++ enumerator) jd::ssd::matmul_output (C++ type) jd::ssd::matmul_output::output (C++ enum) jd::ssd::matmul_output::output::DST0 (C++ enumerator) jd::ssd::matmul_param_t (C++ struct) jd::ssd::matmul_param_t::alpha (C++ member) jd::ssd::matmul_param_t::batch (C++ member) jd::ssd::matmul_param_t::beta (C++ member) jd::ssd::matmul_param_t::K (C++ member) jd::ssd::matmul_param_t::M (C++ member) jd::ssd::matmul_param_t::m_tile (C++ member) jd::ssd::matmul_param_t::N (C++ member) jd::ssd::matmul_param_t::n_tile (C++ member) jd::ssd::matmul_u8_data_t (C++ struct) jd::ssd::matmul_u8_data_t::dst (C++ member) jd::ssd::matmul_u8_data_t::scale (C++ member) jd::ssd::matmul_u8_data_t::src0 (C++ member) jd::ssd::matmul_u8_data_t::src1 (C++ member) jd::ssd::matmul_u8_data_t::zp (C++ member) jd::ssd::mean_var_reduce_data_t (C++ struct) jd::ssd::mean_var_reduce_data_t::mean_in (C++ member) jd::ssd::mean_var_reduce_data_t::mean_out (C++ member) jd::ssd::mean_var_reduce_data_t::var_in (C++ member) jd::ssd::mean_var_reduce_data_t::var_out (C++ member) jd::ssd::mean_var_reduce_param_t (C++ struct) jd::ssd::mean_var_reduce_param_t::BM (C++ member) jd::ssd::mean_var_reduce_param_t::BN (C++ member) jd::ssd::mean_var_reduce_param_t::element_num (C++ member) jd::ssd::mean_var_reduce_param_t::M (C++ member) jd::ssd::mean_var_reduce_param_t::N (C++ member) jd::ssd::SCALES (C++ member) jd::ssd::seq_vnni_copy_params (C++ struct) jd::ssd::seq_vnni_copy_params::dstptr (C++ member) jd::ssd::seq_vnni_copy_params::dststride (C++ member) jd::ssd::seq_vnni_copy_params::k (C++ member) jd::ssd::seq_vnni_copy_params::srcptr (C++ member) jd::ssd::seq_vnni_copy_params::srcstride (C++ member) jd::ssd::softmax_data_t (C++ struct) jd::ssd::softmax_data_t::dst (C++ member) jd::ssd::softmax_data_t::one (C++ member) jd::ssd::softmax_data_t::process_vec_num (C++ member) jd::ssd::softmax_data_t::src (C++ member) jd::ssd::softmax_data_t::tmp (C++ member) jd::ssd::softmax_param_t (C++ struct) jd::ssd::softmax_param_t::get_lut_exp_attrs (C++ member) jd::ssd::softmax_param_t::input_dt (C++ member) jd::ssd::softmax_param_t::output_dt (C++ member) jd::ssd::softmax_param_t::postop_attrs (C++ member) jd::ssd::softmax_param_t::scalar_num (C++ member) jd::ssd::softmax_param_t::sepc_type (C++ member) jd::ssd::softmax_param_t::vec_align_len (C++ member) jd::ssd::softmax_param_t::vec_num_per_thr (C++ member) jd::ssd::softmax_param_t::vec_num_tail_thr (C++ member) jd::ssd::softmax_param_t::vec_tail_len (C++ member) jd::ssd::sparse_scheme (C++ enum) jd::ssd::sparse_scheme::dense_x_sparse (C++ enumerator) jd::ssd::sparse_scheme::sparse_x_dense (C++ enumerator) jd::ssd::sparse_scheme::sparse_x_sparse (C++ enumerator) jd::ssd::sparse_scheme::undef (C++ enumerator) jd::ssd::spec_softmax_type (C++ enum) jd::ssd::spec_softmax_type::lut (C++ enumerator) jd::ssd::spec_translnorm_type (C++ enum) jd::ssd::spec_translnorm_type::direct (C++ enumerator) jd::ssd::spec_translnorm_type::normal (C++ enumerator) jd::ssd::SRC (C++ member) jd::ssd::subfunc_level (C++ enum) jd::ssd::subfunc_level::kdims (C++ enumerator) jd::ssd::subfunc_level::non_kdims (C++ enumerator) jd::ssd::subfunc_level::none (C++ enumerator) jd::ssd::subfunc_level::subfunc_level_MAX (C++ enumerator) jd::ssd::transpose_copy_params (C++ struct) jd::ssd::transpose_copy_params::dstptr (C++ member) jd::ssd::transpose_copy_params::dststride (C++ member) jd::ssd::transpose_copy_params::k (C++ member) jd::ssd::transpose_copy_params::srcptr (C++ member) jd::ssd::transpose_copy_params::srcstride (C++ member) jd::ssd::transpose_mha_io (C++ type) jd::ssd::transpose_mha_io::io (C++ enum) jd::ssd::transpose_mha_io::io::BATCH (C++ enumerator) jd::ssd::transpose_mha_io::io::DST (C++ enumerator) jd::ssd::transpose_mha_io::io::HEAD_NUM (C++ enumerator) jd::ssd::transpose_mha_io::io::HEAD_SIZE (C++ enumerator) jd::ssd::transpose_mha_io::io::MASK (C++ enumerator) jd::ssd::transpose_mha_io::io::SCALE_DST (C++ enumerator) jd::ssd::transpose_mha_io::io::SCALE_K (C++ enumerator) jd::ssd::transpose_mha_io::io::SCALE_Q (C++ enumerator) jd::ssd::transpose_mha_io::io::SCALE_V (C++ enumerator) jd::ssd::transpose_mha_io::io::SEQ_LEN (C++ enumerator) jd::ssd::transpose_mha_io::io::SL_PAD (C++ enumerator) jd::ssd::transpose_mha_io::io::SRC_K (C++ enumerator) jd::ssd::transpose_mha_io::io::SRC_Q (C++ enumerator) jd::ssd::transpose_mha_io::io::SRC_V (C++ enumerator) jd::ssd::transpose_mha_io::io::TMP2M (C++ enumerator) jd::ssd::transpose_mha_io::io::transpose_mha_io_MAX (C++ enumerator) jd::ssd::transpose_mha_io::io::ZP_DST (C++ enumerator) jd::ssd::transpose_mha_step1_params (C++ struct) jd::ssd::transpose_mha_step1_params::astep (C++ member) jd::ssd::transpose_mha_step1_params::batchk (C++ member) jd::ssd::transpose_mha_step1_params::cbatchstep (C++ member) jd::ssd::transpose_mha_step1_params::cfg (C++ member) jd::ssd::transpose_mha_step1_params::cstep (C++ member) jd::ssd::transpose_mha_step1_params::expsum (C++ member) jd::ssd::transpose_mha_step1_params::k (C++ member) jd::ssd::transpose_mha_step1_params::m (C++ member) jd::ssd::transpose_mha_step1_params::matA (C++ member) jd::ssd::transpose_mha_step1_params::matB (C++ member) jd::ssd::transpose_mha_step1_params::matC (C++ member) jd::ssd::transpose_mha_step1_params::matD (C++ member) jd::ssd::transpose_mha_step1_params::scaleAB (C++ member) jd::ssd::transpose_mha_step1_params::sumstep (C++ member) jd::ssd::transpose_mha_step2_params (C++ struct) jd::ssd::transpose_mha_step2_params::dstptr (C++ member) jd::ssd::transpose_mha_step2_params::dststride (C++ member) jd::ssd::transpose_mha_step2_params::k (C++ member) jd::ssd::transpose_mha_step2_params::srcptr (C++ member) jd::ssd::transpose_mha_step2_params::srcstride (C++ member) jd::ssd::transpose_mha_step2_params::sumptr (C++ member) jd::ssd::transpose_mha_step3_params (C++ struct) jd::ssd::transpose_mha_step3_params::astep (C++ member) jd::ssd::transpose_mha_step3_params::cfg (C++ member) jd::ssd::transpose_mha_step3_params::cstep (C++ member) jd::ssd::transpose_mha_step3_params::k (C++ member) jd::ssd::transpose_mha_step3_params::matA (C++ member) jd::ssd::transpose_mha_step3_params::matB (C++ member) jd::ssd::transpose_mha_step3_params::matC (C++ member) jd::ssd::transpose_mha_step3_params::scaleAB (C++ member) jd::ssd::transpose_mha_step3_params::scaleC (C++ member) jd::ssd::transpose_mha_step3_params::zeropointC (C++ member) jd::ssd::vnni_data_t (C++ struct) jd::ssd::vnni_data_t::ptr_bias (C++ member) jd::ssd::vnni_data_t::ptr_dense (C++ member) jd::ssd::vnni_data_t::ptr_dst (C++ member) jd::ssd::vnni_data_t::ptr_dst_m1 (C++ member) jd::ssd::vnni_data_t::ptr_dst_m2 (C++ member) jd::ssd::vnni_data_t::ptr_scales (C++ member) jd::ssd::vnni_param_t (C++ struct) jd::ssd::vnni_param_t::append_sum (C++ member) jd::ssd::vnni_param_t::blocksize (C++ member) jd::ssd::vnni_param_t::BM (C++ member) jd::ssd::vnni_param_t::BN (C++ member) jd::ssd::vnni_param_t::has_bias (C++ member) jd::ssd::vnni_param_t::im_start (C++ member) jd::ssd::vnni_param_t::indices (C++ member) jd::ssd::vnni_param_t::indptr (C++ member) jd::ssd::vnni_param_t::output_type (C++ member) jd::ssd::vnni_param_t::postop_attrs (C++ member) jd::ssd::vnni_param_t::sub_func (C++ member) jd::ssd::vnni_param_t::tile_w (C++ member) jd::ssd::vnni_param_t::weight (C++ member) jd::ssd::vnni_param_t::welford (C++ member) jd::ssd::WEI (C++ member) jd::ssd::WORK_SPACE (C++ member) jd::transpose_matmul (C++ class) jd::transpose_matmul::transpose_matmul (C++ function), [1] jd::transpose_matmul::~transpose_matmul (C++ function) jd::transpose_matmul_desc (C++ class) jd::transpose_matmul_desc::transpose_matmul_desc (C++ function), [1] jd::transpose_matmul_desc::~transpose_matmul_desc (C++ function) jd::transpose_mha (C++ class) jd::transpose_mha::transpose_mha (C++ function), [1] jd::transpose_mha::~transpose_mha (C++ function) jd::transpose_mha_desc (C++ class) jd::transpose_mha_desc::transpose_mha_desc (C++ function), [1] jd::transpose_mha_desc::~transpose_mha_desc (C++ function) join() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.TaskQueue method)

K

kata2phoneme() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.japanese) keras2SavedModel() (in module intel_extension_for_transformers.transformers.utils.utility_tf) kl_divergence() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.commons)

kl_penalty (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) kp2gaussian() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) KPDetector (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.keypoint_detector) KPHourglass (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util)

L

lam (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) LastLayerShape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.last_layer_shape) latitude_and_longitude_convert_to_decimal_system() (in module intel_extension_for_transformers.neural_chat.server.restful.photoai_utils) LatRange (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) layer_stats() (in module intel_extension_for_transformers.neural_chat.tools.rome.layer_stats) LayerNorm (class in intel_extension_for_transformers.transformers.runtime.compile.ops.layer_normalization) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm) LayerNormalization (class in intel_extension_for_transformers.transformers.runtime.compile.ops.layer_normalization) LayerNormWithReduceMean (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_reduce_mean) LayerNormWithTranspose (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_transpose) LazyImport (class in intel_extension_for_transformers.transformers.runtime.compile.graph_utils) LazySupervisedDataset (class in llava_utils) LazySupervisedDatasetPadding (class in llava_utils) learning_rate (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) length_collation() (in module intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset) LengthGroupedSampler (class in llava_trainer) LengthSampler (class in intel_extension_for_transformers.transformers.ppo_core) linspace() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise) list2str() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) ListConstruct (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ListUnpack (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) LlamaEmbeddings (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_embeding) LlamaMatMulWithTranspose (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_matmulwithtranspose) LlamaModel (class in intel_extension_for_transformers.neural_chat.models.llama_model) LlamaPostprocess (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_postprocess) LlamaRoraryPosEmb (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_rotary_pos_emb) llava_trainer module llava_utils module load() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) load_cached_state() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) load_csv() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) load_json() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) load_model() (in module intel_extension_for_transformers.neural_chat.models.model_utils) (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method)

load_search_results() (intel_extension_for_transformers.transformers.mixture.auto_distillation.AutoDistillation method) load_state_dict() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Bincount method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CombinedStat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Covariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossCovariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossIoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.History method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.IoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Mean method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Quantile method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.SecondMoment method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Variance method) load_store() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) load_structured_data() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) load_tf_weights_in_bert() (in module intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic) load_unstructured_data() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) load_xlsx() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) Loader (class in intel_extension_for_transformers.transformers.runtime.compile.loaders.loader) log() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) (intel_extension_for_transformers.transformers.dpo_trainer.DPOTrainer method) log_stats() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) log_with (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Logger (class in intel_extension_for_transformers.transformers.runtime.compile.logger) logprobs_from_logits() (in module intel_extension_for_transformers.transformers.ppo_core) LogSoftmax (class in intel_extension_for_transformers.transformers.runtime.compile.ops.log_softmax) Loop (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) loss() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) loss_boxes() (models.detr.SetCriterion method) (models.detr_multi.SetCriterion method) loss_cardinality() (models.detr.SetCriterion method) (models.detr_multi.SetCriterion method) loss_labels() (models.detr.SetCriterion method) (models.detr_multi.SetCriterion method) loss_masks() (models.detr.SetCriterion method) (models.detr_multi.SetCriterion method) LowerAllTuples (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.lower_all_tuples)

M

main module main_eval_only module main_parse_and_eval module make_coordinate_grid_2d() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) make_loader() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) make_padded_batch() (in module intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset) make_supervised_data_module() (in module llava_utils) make_torchscript_model() (in module intel_extension_for_transformers.transformers.utils.utility) MakeIterator (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) MapAndBatchDataset (class in intel_extension_for_transformers.transformers.runtime.compile.ops.map_and_batch_dataset) Masked_fill (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) masked_mean() (in module intel_extension_for_transformers.transformers.ppo_core) masked_var() (in module intel_extension_for_transformers.transformers.ppo_core) masked_whiten() (in module intel_extension_for_transformers.transformers.ppo_core) MaskHeadSmallConv (class in models.segmentation) masks_to_boxes() (in module util.box_ops) match() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) (intel_extension_for_transformers.neural_chat.models.decilm_model.DeciLMModel method) (intel_extension_for_transformers.neural_chat.models.deepseek_coder_model.DeepseekCoderModel method) (intel_extension_for_transformers.neural_chat.models.llama_model.LlamaModel method) (intel_extension_for_transformers.neural_chat.models.mistral_model.MistralModel method) (intel_extension_for_transformers.neural_chat.models.mpt_model.MptModel method) (intel_extension_for_transformers.neural_chat.models.neuralchat_model.NeuralChatModel method) (intel_extension_for_transformers.neural_chat.models.qwen_model.QwenModel method) (intel_extension_for_transformers.neural_chat.models.solar_model.SolarModel method) Matmul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) MatMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.matmul) MatMulWithBias (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias) MatMulWithBiasAdd (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_add) MatMulWithBiasGelu (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_gelu) MatMulWithBiasRelu (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_relu) MatMulWithBiasSigmoid (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_sigmoid) MatMulWithBiasTanh (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) MatmulWithBiasTanh (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_tanh) MatMulWithBiasUnsqueeze (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_unsqueeze) MatMulWithTranspose (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose_scale_add) Max (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) max_grad_norm (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Mean (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) (class in intel_extension_for_transformers.transformers.runtime.compile.ops.mean) merge_peft_adapter module MergedEmbeddingbag (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.merged_embeddingbag) Metric (class in intel_extension_for_transformers.transformers.utils.metrics) MHAttentionMap (class in models.segmentation) mini_batch_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) MistralModel (class in intel_extension_for_transformers.neural_chat.models.mistral_model) mkdir() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.util) mkdirs() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.util.util) MLP (class in models.detr) (class in models.detr_multi) mmr (intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever.SearchType attribute) model module model (intel_extension_for_transformers.transformers.pruner.pruning.Pruning attribute) model_builder_builtin() (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) model_is_optimized() (in module intel_extension_for_transformers.neural_chat.models.model_utils) model_kwargs (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) model_name (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) model_on_meta() (in module intel_extension_for_transformers.neural_chat.models.model_utils) ModelArguments (class in dpo_clm) (class in intel_extension_for_transformers.neural_chat.config) (class in intel_extension_for_transformers.neural_chat.tools.embedding_finetune.finetune) (class in reward_modeling) ModelDataset (class in intel_extension_for_transformers.transformers.runtime.compile.ops.model_dataset) models module models.backbone module models.detr module models.detr_multi module models.matcher module models.position_encoding module models.segmentation module models.transformer module modelsize() (intel_extension_for_transformers.transformers.utils.objectives.Objective static method) modify_node_connections() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) module app apply_lora askdoc asr audio_service chatbot chatbot_server client cnn_dailymail conversation conversation_utils dpo_clm editor export_ir extract_tables finetune finetune_clm finetune_neuralchat_v3 finetune_seq2seq gaudi_spawn image2image_service inference intel_extension_for_transformers intel_extension_for_transformers.haystack intel_extension_for_transformers.langchain intel_extension_for_transformers.langchain.langchain_community intel_extension_for_transformers.langchain.langchain_community.embeddings intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings intel_extension_for_transformers.langchain.langchain_community.embeddings.optimized_instructor_embedding intel_extension_for_transformers.langchain.langchain_community.embeddings.optimized_sentence_transformers intel_extension_for_transformers.langchain.langchain_community.retrievers intel_extension_for_transformers.langchain.langchain_community.retrievers.bge_reranker intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever intel_extension_for_transformers.langchain.langchain_community.vectorstores intel_extension_for_transformers.langchain.langchain_community.vectorstores.chroma intel_extension_for_transformers.langchain.langchain_community.vectorstores.qdrant intel_extension_for_transformers.llama_index intel_extension_for_transformers.neural_chat intel_extension_for_transformers.neural_chat.chatbot intel_extension_for_transformers.neural_chat.cli intel_extension_for_transformers.neural_chat.cli.base_executor intel_extension_for_transformers.neural_chat.cli.cli_commands intel_extension_for_transformers.neural_chat.cli.log intel_extension_for_transformers.neural_chat.config intel_extension_for_transformers.neural_chat.config_logging intel_extension_for_transformers.neural_chat.errorcode intel_extension_for_transformers.neural_chat.models intel_extension_for_transformers.neural_chat.models.base_model intel_extension_for_transformers.neural_chat.models.chatglm_model intel_extension_for_transformers.neural_chat.models.decilm_model intel_extension_for_transformers.neural_chat.models.deepseek_coder_model intel_extension_for_transformers.neural_chat.models.huggingface_model intel_extension_for_transformers.neural_chat.models.llama_model intel_extension_for_transformers.neural_chat.models.mistral_model intel_extension_for_transformers.neural_chat.models.model_utils intel_extension_for_transformers.neural_chat.models.mpt_model intel_extension_for_transformers.neural_chat.models.neuralchat_model intel_extension_for_transformers.neural_chat.models.openai_model intel_extension_for_transformers.neural_chat.models.qwen_model intel_extension_for_transformers.neural_chat.models.solar_model intel_extension_for_transformers.neural_chat.pipeline intel_extension_for_transformers.neural_chat.pipeline.plugins intel_extension_for_transformers.neural_chat.pipeline.plugins.audio intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.asr intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2 intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.attentions intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.commons intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.modules intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.monotonic_align intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.chinese intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.cleaner intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.english intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.japanese intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.symbols intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.text.tone_sandhi intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools.classify_language intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.tools.sentence intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.transforms intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.vits_model intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts_multilang intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.cut_video intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.english_normalizer intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio 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intel_extension_for_transformers.transformers.runtime.compile.sub_graph.cast_to intel_extension_for_transformers.transformers.runtime.compile.sub_graph.collect_quant_info intel_extension_for_transformers.transformers.runtime.compile.sub_graph.conv_reshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.decoder_attn_reshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.einsumwitharange intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddingbag intel_extension_for_transformers.transformers.runtime.compile.sub_graph.embeddings_to_2d_before_inner_product intel_extension_for_transformers.transformers.runtime.compile.sub_graph.gelu intel_extension_for_transformers.transformers.runtime.compile.sub_graph.generate_sequence intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNorm intel_extension_for_transformers.transformers.runtime.compile.sub_graph.groupNormSwish intel_extension_for_transformers.transformers.runtime.compile.sub_graph.InnerproductReshapeFusion intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithbiasgelu intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithslice intel_extension_for_transformers.transformers.runtime.compile.sub_graph.innerproductwithswish intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_data intel_extension_for_transformers.transformers.runtime.compile.sub_graph.input_file intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_bf16_node intel_extension_for_transformers.transformers.runtime.compile.sub_graph.insert_quant_node intel_extension_for_transformers.transformers.runtime.compile.sub_graph.int8_bf16_mixed_precision_checker intel_extension_for_transformers.transformers.runtime.compile.sub_graph.interact_features intel_extension_for_transformers.transformers.runtime.compile.sub_graph.last_layer_shape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_reduce_mean intel_extension_for_transformers.transformers.runtime.compile.sub_graph.layer_norm_with_transpose intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_embeding intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_matmulwithtranspose intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_postprocess intel_extension_for_transformers.transformers.runtime.compile.sub_graph.llama_rotary_pos_emb intel_extension_for_transformers.transformers.runtime.compile.sub_graph.lower_all_tuples intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_add intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_gelu intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_relu intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_sigmoid intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_tanh intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_bias_unsqueeze intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose intel_extension_for_transformers.transformers.runtime.compile.sub_graph.matmul_with_transpose_scale_add intel_extension_for_transformers.transformers.runtime.compile.sub_graph.merged_embeddingbag intel_extension_for_transformers.transformers.runtime.compile.sub_graph.multi_head_attention intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_reorder_change intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_rotary_pos_emb intel_extension_for_transformers.transformers.runtime.compile.sub_graph.operator_adaptor intel_extension_for_transformers.transformers.runtime.compile.sub_graph.output_data intel_extension_for_transformers.transformers.runtime.compile.sub_graph.padding_sequence intel_extension_for_transformers.transformers.runtime.compile.sub_graph.pattern intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings_v1 intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_merge intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_reshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quant_gather_to_bf16 intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantize_fusion intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantized_graph_dtype_refactor intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_constant_op intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_last_view intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_range intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_unused_operator intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_zeros intel_extension_for_transformers.transformers.runtime.compile.sub_graph.removeslice intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_after_restore_hidden_states intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_and_after_attention_out_layer_norm_gather_elements intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_restore_hidden_states intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_fusion intel_extension_for_transformers.transformers.runtime.compile.sub_graph.restore_hidden_states_in_length_adaptive_update_indices intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rms_norm intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rotary_pos_emb intel_extension_for_transformers.transformers.runtime.compile.sub_graph.slicemask intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_bf16Convert intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_collectQDQInfo intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTranspose intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ExplicitNHWCTransposeQAT intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_insertQuantNode intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_MHA intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_MHAReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_QuantizeFusion intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ReshapeFusion intel_extension_for_transformers.transformers.runtime.compile.sub_graph.start_end_logits intel_extension_for_transformers.transformers.runtime.compile.sub_graph.subgraph_matcher intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncdoer_word_embedding intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionMaskAddReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_causal_attention_mask intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_KVReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_MulReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_QReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_SoftmaxReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings_v1 intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_embedding intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_ip_insert_bias intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_unpack_baddbmm intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchinsertbf16node intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchpaddingsquence intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_AttentionMaskAddReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_ConstantOfShapeWithMul intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_encoderHiddenStatesReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice_1 intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_getSampleBatch intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVPreReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape4D intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_sampleSlice intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transpose_batch_matmul intel_extension_for_transformers.transformers.runtime.compile.sub_graph.word_embeddings intel_extension_for_transformers.transformers.runtime.compile.tf_utils intel_extension_for_transformers.transformers.runtime.compile.torch_utils intel_extension_for_transformers.transformers.setfit intel_extension_for_transformers.transformers.setfit.modeling intel_extension_for_transformers.transformers.setfit.trainer intel_extension_for_transformers.transformers.setfit.trainer_distillation intel_extension_for_transformers.transformers.setfit.utils intel_extension_for_transformers.transformers.trainer intel_extension_for_transformers.transformers.utils intel_extension_for_transformers.transformers.utils.config intel_extension_for_transformers.transformers.utils.get_throughput intel_extension_for_transformers.transformers.utils.metrics intel_extension_for_transformers.transformers.utils.objectives intel_extension_for_transformers.transformers.utils.utility intel_extension_for_transformers.transformers.utils.utility_tf llava_trainer llava_utils main main_eval_only main_parse_and_eval merge_peft_adapter model models models.backbone models.detr models.detr_multi models.matcher models.position_encoding models.segmentation models.transformer neural_ser photoai prepare_model print_results quantization_modules retrieval retrieval_chat reward_modeling rl_training run_assisted_gen run_chatgpt_rag run_code_gen run_llava run_text_chat run_tgi sparsity_all talkingbot test_add_cls_token test_add_embeddings test_add_zeros test_askdoc_server test_asr test_attention_output_layer_norm_length_adaptive_keep_indices test_attention_reshape test_baddbmm test_bert_mini_fp32 test_binary_op test_binaryop test_biogpt test_bits_and_bytes_server test_build_chatbot test_cache test_cast_to test_chatbot_build_api test_chatbot_exception test_chatbot_normal test_chatglm test_cli test_codellama test_concat test_conv test_conv_int8 test_conv_reshape test_cut_video test_decilm test_decoder_attn_reshape test_deepseekcoder test_device_utils test_dispatcher_tuning_acc test_dispatcher_tuning_throughput test_dolly_pattern test_dotdict test_dropout test_dynamic_quantization test_electra test_embedding test_embedding_finetune test_embeddingbag test_english_normalizer test_error_code test_execution_options test_finetuning test_finetuning_data test_fwk test_gather test_gelu test_gguf test_gpt_int8 test_gptq test_graph_dispatch test_graph_optimizer test_inference test_insert_input_output_data test_ipex_int8_textchat_server test_is_supported_onnx_graph test_itrex_int4_textchat_server test_itrex_llm_runtime_int4_server test_last_layer_shape test_layer_norm_with_reduce_mean test_layer_norm_with_transpose test_layernorm test_linear test_linear_int8 test_llama test_llama_pattern test_main test_matmul test_matmul_int8 test_matmul_with_bias_relu test_matmul_with_bias_sigmoid test_matmul_with_bias_tanh test_memory test_merged_embeddingbag test_mistral test_mix_precision_server test_model test_model_utils test_mpt test_mpt_trace test_multi_cpu_server test_mysqldb test_neox_rotary_pos_emb test_ner test_neuralchat test_neuralchat_client test_neuralchat_server test_onnx_utils test_operator_adaptor test_ops test_optimization test_optimization_llmruntime test_packq test_padding_seq test_padding_sequence test_parameters test_pattern_dispatch test_permute test_phi2 test_photoai_api test_photoai_services test_photoai_utils test_plugin_service_audio test_position_embeddings test_pow test_primitive_cache_acc test_primitive_cache_throughput test_qkv_merge test_qkv_reshape test_quant_onnx_execute test_qwen test_rag test_reduce_noise test_reshape_after_restore_hidden_states test_reshape_before_and_after_attention_out_layer_norm_gather_elements test_reshape_before_restore_hidden_states test_retrieval test_rome test_sadtalker test_satety_checker test_server_commands test_size test_slice test_softmax test_split_audio test_sqlcoder test_starcoder test_start_end_logits test_static_compressed_buffer test_tanh test_text_encoder test_text_encoder_bf16 test_textchat_server test_textchat_server_vllm test_textchat_server_vllm_async test_textchat_with_retrieval_server test_tf_utils test_tgi_serving test_token_type_embeddings test_transpose test_transpose_batch_matmul test_tts test_tts_multilang test_two_linear test_unet test_unet_bf16 test_unet_qat test_unsqueeze test_vae_decoder test_vae_decoder_bf16 test_video_to_wav test_voicechat_server test_weight_sharing_acc test_weight_sharing_dispatcher_tuning_acc test_weight_sharing_dispatcher_tuning_throughtput test_weight_sharing_throughput test_weightonly train tts_finetuning ut_utils util util.box_ops util.misc util.plot_utils util.postprocess utils utils.conversation_utils utils.data_utils utils.eval_utils utils.model_utils

MptModel (class in intel_extension_for_transformers.neural_chat.models.mpt_model) multi_process (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceEmbeddings attribute) MultiScaleDiscriminator (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.discriminator) mutate() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method)

N

NamedEntityRecognition (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.ner.ner) names_from_input() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) NAS (class in intel_extension_for_transformers.transformers.nas.nas) nas() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) NASConfig (class in intel_extension_for_transformers.transformers.config) NeoxReorderChange (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_reorder_change) NeoxRoraryPosEmb (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.neox_rotary_pos_emb) neural_engine_bin() (in module intel_extension_for_transformers.transformers.runtime) neural_ser module NeuralChatCommandDict (class in intel_extension_for_transformers.neural_chat.utils.command) NeuralChatModel (class in intel_extension_for_transformers.neural_chat.models.neuralchat_model)

NeuralChatServerExecutor (class in intel_extension_for_transformers.neural_chat.server.neuralchat_server) NLPSeq2SeqTrainer (class in intel_extension_for_transformers.transformers.trainer) NLPTrainer (class in intel_extension_for_transformers.transformers.trainer) nms() (in module util.postprocess) nms_by_containment() (in module util.postprocess) nms_supercells() (in module util.postprocess) None (intel_extension_for_transformers.neural_chat.cli.cli_commands.BaseCommand attribute) (intel_extension_for_transformers.neural_chat.cli.cli_commands.HelpCommand attribute) normalize() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Quantile method) normalize_str() (in module utils.eval_utils) NormMean (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) NoTrainerOptimizer (class in intel_extension_for_transformers.transformers.optimizer) NULL_INSTANCE (C macro)

O

Objective (class in intel_extension_for_transformers.transformers.utils.objectives) objects_to_cells() (in module util.postprocess) objects_to_crops() (in module extract_tables) objects_to_structures() (in module extract_tables) objects_to_table_structures() (in module util.postprocess) OcclusionAwareGenerator (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.generator) on_after_eval() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_after_optimizer_step() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_before_eval() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_before_optimizer_step() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_epoch_begin() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_epoch_end() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_step_begin() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_step_end() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_train_begin() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) on_train_end() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) Onehot (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) OneHot (class in intel_extension_for_transformers.transformers.runtime.compile.ops.one_hot)

onnx_extract_operator() (in module intel_extension_for_transformers.transformers.runtime.compile.onnx_utils) ONNXExtractor (class in intel_extension_for_transformers.transformers.runtime.compile.extractors.onnx_extractor) ONNXINPUT (class in intel_extension_for_transformers.transformers.runtime.compile.ops.onnx_input) OpAny (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) OpenAIModel (class in intel_extension_for_transformers.neural_chat.models.openai_model) Operator (class in intel_extension_for_transformers.transformers.runtime.compile.ops.op) operator_registry() (in module intel_extension_for_transformers.transformers.runtime.compile.ops.op) OperatorAdaptor (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.operator_adaptor) optimize() (intel_extension_for_transformers.transformers.runtime.compile.optimizer.Optimizer method) optimize_device_cache (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) optimize_model() (in module intel_extension_for_transformers.neural_chat.chatbot) OptimizeDataset (class in intel_extension_for_transformers.transformers.runtime.compile.ops.optimize_dataset) OptimizedModel (class in intel_extension_for_transformers.transformers.modeling.model) Optimizer (class in intel_extension_for_transformers.transformers.runtime.compile.optimizer) orchestrate_optimizations() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) Orchestrate_optimizer (class in intel_extension_for_transformers.transformers.optimizer) Output (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) OutputData (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.output_data) overlaps() (in module util.postprocess)

P

Pack (class in intel_extension_for_transformers.transformers.runtime.compile.ops.pack) PackagePositionEmbedding (class in intel_extension_for_transformers.transformers.runtime.compile.ops.pos_embed) pad_for_acceleration (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) pad_max_len (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) PaddingSequence (class in intel_extension_for_transformers.transformers.runtime.compile.ops.padding_sequence) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.padding_sequence) parent_class (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper attribute) pareto_frontier() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) parse_args() (in module gaudi_spawn) parse_multi_choice_response() (in module utils.eval_utils) parse_open_response() (in module utils.eval_utils) parser (intel_extension_for_transformers.neural_chat.cli.cli_commands.TextVoiceChatExecutor attribute) patch_replication_callback() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.replicate) Pattern (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.pattern) pattern_mapping() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) pattern_mapping_conf_validation() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) pattern_match() (in module intel_extension_for_transformers.transformers.llm.evaluation.bigcode_eval.evaluator) pattern_registry() (in module intel_extension_for_transformers.transformers.runtime.compile.sub_graph.pattern) performance() (intel_extension_for_transformers.transformers.utils.objectives.Objective static method) photoai module Placeholder (class in intel_extension_for_transformers.transformers.runtime.compile.ops.placeholder) plot_logs() (in module util.plot_utils) pop() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.TaskQueue method) PositionEmbeddingLearned (class in models.position_encoding) PositionEmbeddings (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings) PositionEmbeddingSine (class in models.position_encoding) PositionEmbeddingsV1 (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.position_embeddings_v1) PositionIds (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) post_init() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForCausalLMWithValueHead method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForSeq2SeqLMWithValueHead method) post_init_cpu() (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) post_init_gptq() (intel_extension_for_transformers.transformers.utils.config.GPTQConfig method) post_init_runtime() (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) post_init_xpu() (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) PostProcess (class in models.detr) (class in models.detr_multi) PostProcessPanoptic (class in models.segmentation) Pow (class in intel_extension_for_transformers.transformers.runtime.compile.ops.pow) ppo_epochs (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) PPOConfig (class in intel_extension_for_transformers.transformers.ppo_config)

PPOTrainer (class in intel_extension_for_transformers.transformers.ppo_trainer) predict() (in module intel_extension_for_transformers.neural_chat.models.model_utils) (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) (intel_extension_for_transformers.neural_chat.models.huggingface_model.HuggingfaceModel method) (intel_extension_for_transformers.neural_chat.models.openai_model.OpenAIModel method) predict_stream() (in module intel_extension_for_transformers.neural_chat.models.model_utils) (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) (intel_extension_for_transformers.neural_chat.models.huggingface_model.HuggingfaceModel method) prepare_dataloader() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) prepare_inputs_for_generation() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForMaskedLM method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLMHeadModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForCausalLM method) prepare_model module preprocess() (in module cnn_dailymail) (in module intel_extension_for_transformers.transformers.llm.evaluation.hf_eval.hf_datasets.cnn_dailymail) (in module llava_utils) preprocess_model() (in module intel_extension_for_transformers.transformers.benchmark) pretrained_model (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper attribute) PreTrainedModelWrapper (class in intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base) print_head() (in module editor) print_results module process_anyres_image() (in module llava_utils) project_kwargs (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Provider (class in intel_extension_for_transformers.transformers.config) prune() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) prune_heads() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaAttention method) pruner_info (intel_extension_for_transformers.transformers.pruner.pruning.Pruning attribute) PrunerConfig (class in intel_extension_for_transformers.transformers.pruning) pruners (intel_extension_for_transformers.transformers.pruner.pruning.Pruning attribute) PrunerV2 (class in intel_extension_for_transformers.transformers.config) Pruning (class in intel_extension_for_transformers.transformers.pruner.pruning) PruningConfig (class in intel_extension_for_transformers.transformers.config) PruningMode (class in intel_extension_for_transformers.transformers.pruning) pull_key_prefix() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) push() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.TaskQueue method) push_key_prefix() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) push_to_hub() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) push_to_hub_if_best_kwargs (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute)

Q

qbits_acquire_type (class in intel_extension_for_transformers.transformers.llm.quantization.autograd.functions) QKVMerge (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_merge) QKVReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.qkv_reshape) QLinearAdd (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) QLinearMatMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) QLinearMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) quant_info_init() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) QuantAwareTrainingConfig (class in intel_extension_for_transformers.transformers.utils.config) Quantile (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) quantization_modules module QuantizationConfig (class in intel_extension_for_transformers.transformers.config) QuantizationMethod (class in intel_extension_for_transformers.transformers.utils.config)

QuantizationMode (class in intel_extension_for_transformers.transformers.quantization) Quantize (class in intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_linear) quantize() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer_tf.TFOptimization method) (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) QuantizedGraphDtypeCheck (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantized_graph_dtype_refactor) QuantizedMatMulWithBiasAndDequantize (class in intel_extension_for_transformers.transformers.runtime.compile.ops.quantized_matmul_with_bias_and_dequantize) QuantizeFusion (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quantize_fusion) QuantizeLinear (class in intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_linear) QuantizeV2 (class in intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_v2) query_dataset (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) query_instruction (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceBgeEmbeddings attribute) (intel_extension_for_transformers.langchain.langchain_community.embeddings.embeddings.HuggingFaceInstructEmbeddings attribute) QwenModel (class in intel_extension_for_transformers.neural_chat.models.qwen_model)

R

rand_gumbel() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.models.bert_vits2.commons) Range (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) ratio_threshold (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) read_docx() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) read_html() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) read_md() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) read_pdf() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) read_txt() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) read_wave() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio) RealDiv (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Reciprocal (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) record_step_stats() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) recover_export_model() (in module intel_extension_for_transformers.transformers.modeling.modeling_auto) recover_model_from_json() (in module intel_extension_for_transformers.transformers.utils.utility) recursive_copy() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) reduce_dict() (in module util.misc) ReduceMean (class in intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_mean) ReduceSum (class in intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_sum) refactor_batch_size() (in module intel_extension_for_transformers.transformers.benchmark) refine_columns() (in module util.postprocess) refine_rows() (in module util.postprocess) refine_table_structure() (in module extract_tables) refine_table_structures() (in module util.postprocess) register_conv_template() (in module conversation) register_model_adapter() (in module intel_extension_for_transformers.neural_chat.models.base_model) register_plugin_instance() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) register_slave() (intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm.SyncMaster method) reload_localdb() (intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retrieval_agent.Agent_QA method) Relu (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) remove_environ_info_item() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) remove_environ_info_items() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) remove_folder_with_ignore() (in module intel_extension_for_transformers.neural_chat.server.restful.retrieval_api) remove_nodes() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) remove_objects_without_content() (in module util.postprocess) remove_supercell_overlap() (in module util.postprocess) remove_unused_columns (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) RemoveConstantOP (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_constant_op) RemoveLastView (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_last_view) RemoveRange (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_range) RemoveSlice (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.removeslice) RemoveUnusedOperator (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_unused_operator) RemoveZeros (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.remove_zeros) rename_node() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) Reorder (class in intel_extension_for_transformers.transformers.runtime.compile.ops.reorder) Repeat (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) replace_module() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) ResBlock2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) ResBlock3d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) Reshape (class in intel_extension_for_transformers.transformers.runtime.compile.ops.reshape) ReshapeAfterRestoreHiddenStates (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_after_restore_hidden_states) ReshapeBeforeAndAfterAttentionOutLayerNormGatherElements (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_and_after_attention_out_layer_norm_gather_elements) ReshapeBeforeRestoreHiddenStates (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_before_restore_hidden_states) ReshapeFusion (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.reshape_fusion) Resize (class in intel_extension_for_transformers.transformers.runtime.compile.ops.resize) resize_and_pad_image() (in module llava_utils) resnet101() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resnet152() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks)

resnet18() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resnet34() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resnet50() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resnext101_32x8d() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resnext50_32x4d() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) resolve_state_dict() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) RestoreHiddenStatesInLengthAdaptive (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.restore_hidden_states_in_length_adaptive_update_indices) retrieval module retrieval_chat module RetrievalTypeOptions (class in intel_extension_for_transformers.neural_chat.config) RetrieverAdapter (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.retriever_adapter) reward_model (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) reward_modeling module rl_training module RmsNorm (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rms_norm) RobertaAttention (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaClassificationHead (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaEmbeddings (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaEncoder (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForCausalLM (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForMaskedLM (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForMultipleChoice (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForQuestionAnswering (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForSequenceClassification (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaForTokenClassification (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaIntermediate (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaLayer (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaLMHead (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaModel (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaOutput (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaPooler (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaPreTrainedModel (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaSelfAttention (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RobertaSelfOutput (class in intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic) RoraryPosEmb (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.rotary_pos_emb) Rsqrt (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Rsub (class in intel_extension_for_transformers.transformers.runtime.compile.ops.rsub) RtnConfig (class in intel_extension_for_transformers.transformers.utils.config) run() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Worker method) run_assisted_gen module run_chatgpt_rag module run_code_gen module run_evolutionary_search() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) run_llava module run_master() (intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm.SyncMaster method) run_text_chat module run_tgi module

S

SadTalker (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.sadtalker) safe_save_model_for_hf_trainer() (in module llava_utils) SameBlock2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) sample_layer_configuration() (in module intel_extension_for_transformers.transformers.dynamic.drop_and_restore_utils) sample_length_configuration() (in module intel_extension_for_transformers.transformers.dynamic.drop_and_restore_utils) sample_portion() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) save() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) save_cached_state() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) save_jsonl() (in module utils.data_utils) save_model() (intel_extension_for_transformers.transformers.optimizer.NoTrainerOptimizer method) (intel_extension_for_transformers.transformers.optimizer.Orchestrate_optimizer method) save_population() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) save_pretrained() (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) save_store() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) ScatterElements (class in intel_extension_for_transformers.transformers.runtime.compile.ops.scatter_elements) score_clip (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) ScriptArguments (class in merge_peft_adapter) (class in rl_training) search() (intel_extension_for_transformers.transformers.mixture.auto_distillation.AutoDistillation method) search_kwargs (intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever.ChildParentRetriever attribute) search_pattern() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) search_straight_pattern() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) search_type (intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever.ChildParentRetriever attribute) SearchType (class in intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever) SecondMoment (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) seed (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) select_best_resolution() (in module intel_extension_for_transformers.transformers.modeling.llava_models.mm_utils) SeparatorStyle (class in conversation) (class in conversation_utils) (class in utils.conversation_utils) SequenceLength (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) set_attr() (intel_extension_for_transformers.transformers.runtime.compile.ops.all.All method) (intel_extension_for_transformers.transformers.runtime.compile.ops.assert.Assert method) (intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul.BatchMatMul method) (intel_extension_for_transformers.transformers.runtime.compile.ops.batch_matmul_v2.BatchMatMulV2 method) (intel_extension_for_transformers.transformers.runtime.compile.ops.bias_add.BiasAdd method) (intel_extension_for_transformers.transformers.runtime.compile.ops.cast.Cast method) (intel_extension_for_transformers.transformers.runtime.compile.ops.concat.Concat method) (intel_extension_for_transformers.transformers.runtime.compile.ops.conv.Conv method) (intel_extension_for_transformers.transformers.runtime.compile.ops.cos.Cos method) (intel_extension_for_transformers.transformers.runtime.compile.ops.expand_dims.ExpandDims method) (intel_extension_for_transformers.transformers.runtime.compile.ops.fused_batch_norm_v3.FusedBatchNormV3 method) (intel_extension_for_transformers.transformers.runtime.compile.ops.fused_gemm.FusedGemm method) (intel_extension_for_transformers.transformers.runtime.compile.ops.fused_matmul.FusedMatMul method) (intel_extension_for_transformers.transformers.runtime.compile.ops.gather.Gather method) (intel_extension_for_transformers.transformers.runtime.compile.ops.gather.GatherV2 method) (intel_extension_for_transformers.transformers.runtime.compile.ops.gather_elements.GatherElements method) (intel_extension_for_transformers.transformers.runtime.compile.ops.gelu.Gelu method) (intel_extension_for_transformers.transformers.runtime.compile.ops.gemm.Gemm method) (intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_get_next.IteratorGetNext method) (intel_extension_for_transformers.transformers.runtime.compile.ops.iterator_v2.IteratorV2 method) (intel_extension_for_transformers.transformers.runtime.compile.ops.layer_normalization.LayerNorm method) (intel_extension_for_transformers.transformers.runtime.compile.ops.layer_normalization.LayerNormalization method) (intel_extension_for_transformers.transformers.runtime.compile.ops.log_softmax.LogSoftmax method) (intel_extension_for_transformers.transformers.runtime.compile.ops.map_and_batch_dataset.MapAndBatchDataset method) (intel_extension_for_transformers.transformers.runtime.compile.ops.matmul.MatMul method) (intel_extension_for_transformers.transformers.runtime.compile.ops.mean.Mean method) (intel_extension_for_transformers.transformers.runtime.compile.ops.model_dataset.ModelDataset method) (intel_extension_for_transformers.transformers.runtime.compile.ops.one_hot.OneHot method) (intel_extension_for_transformers.transformers.runtime.compile.ops.op.Operator method) (intel_extension_for_transformers.transformers.runtime.compile.ops.optimize_dataset.OptimizeDataset method) (intel_extension_for_transformers.transformers.runtime.compile.ops.pack.Pack method) (intel_extension_for_transformers.transformers.runtime.compile.ops.padding_sequence.PaddingSequence method) (intel_extension_for_transformers.transformers.runtime.compile.ops.placeholder.Placeholder method) (intel_extension_for_transformers.transformers.runtime.compile.ops.pos_embed.PackagePositionEmbedding method) (intel_extension_for_transformers.transformers.runtime.compile.ops.pow.Pow method) (intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_linear.Quantize method) (intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_linear.QuantizeLinear method) (intel_extension_for_transformers.transformers.runtime.compile.ops.quantize_v2.QuantizeV2 method) (intel_extension_for_transformers.transformers.runtime.compile.ops.quantized_matmul_with_bias_and_dequantize.QuantizedMatMulWithBiasAndDequantize method) (intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_mean.ReduceMean method) (intel_extension_for_transformers.transformers.runtime.compile.ops.reduce_sum.ReduceSum method) (intel_extension_for_transformers.transformers.runtime.compile.ops.reorder.Reorder method) (intel_extension_for_transformers.transformers.runtime.compile.ops.reshape.Reshape method) (intel_extension_for_transformers.transformers.runtime.compile.ops.resize.Resize method) (intel_extension_for_transformers.transformers.runtime.compile.ops.rsub.Rsub method) (intel_extension_for_transformers.transformers.runtime.compile.ops.scatter_elements.ScatterElements method) (intel_extension_for_transformers.transformers.runtime.compile.ops.shape.Shape method) (intel_extension_for_transformers.transformers.runtime.compile.ops.sin.Sin method) (intel_extension_for_transformers.transformers.runtime.compile.ops.size.Size method) (intel_extension_for_transformers.transformers.runtime.compile.ops.slice.Slice method) (intel_extension_for_transformers.transformers.runtime.compile.ops.slice_position_ids.SlicePositionIds method) (intel_extension_for_transformers.transformers.runtime.compile.ops.softmax.Softmax method) (intel_extension_for_transformers.transformers.runtime.compile.ops.split.Split method) (intel_extension_for_transformers.transformers.runtime.compile.ops.squeeze.Squeeze method) (intel_extension_for_transformers.transformers.runtime.compile.ops.strided_slice.StridedSlice method) (intel_extension_for_transformers.transformers.runtime.compile.ops.top_k.TopK method) (intel_extension_for_transformers.transformers.runtime.compile.ops.transpose.Transpose method) (intel_extension_for_transformers.transformers.runtime.compile.ops.unpack.Unpack method) (intel_extension_for_transformers.transformers.runtime.compile.ops.unsqueeze.Unsqueeze method) (intel_extension_for_transformers.transformers.runtime.compile.ops.view.View method) (intel_extension_for_transformers.transformers.runtime.compile.ops.where.Where method) set_autocast() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) set_customized_system_prompts() (intel_extension_for_transformers.neural_chat.models.base_model.BaseModel method) set_dynamic_config() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) set_environ_var() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) set_environ_vars() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) set_input_embeddings() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaModel method) set_length_config() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaModel method) set_lower_constraint() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) set_output_attentions() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaModel method) set_output_embeddings() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForMaskedLM method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertForPreTraining method) (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertLMHeadModel method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForCausalLM method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaForMaskedLM method) set_prompt() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) set_requires_grad() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) set_seed() (in module intel_extension_for_transformers.transformers.ppo_core) (in module run_llava) set_start_time() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) set_steps() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) set_system_message() (conversation.Conversation method) set_task_type() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) set_upper_constraint() (intel_extension_for_transformers.transformers.dynamic.evolution.Evolution method) SetCriterion (class in models.detr) (class in models.detr_multi) setUp() (test_askdoc_server.UnitTest method) (test_biogpt.TestBioGPTModel method) (test_bits_and_bytes_server.UnitTest method) (test_cache.TestChatCache method) (test_chatbot_build_api.TestChatbotBuilder method) (test_chatbot_exception.TestOptimizeModelExceptions method) (test_chatglm.TestChatGlmModel method) (test_cli.TestNeuralChatCommands method) (test_codellama.TestCodeLlamaModel method) (test_cut_video.TestCutVideo method) (test_decilm.TestDeciLMModel method) (test_deepseekcoder.TestStarCoderModel method) (test_embedding_finetune.TestEmbeddingFinetune method) (test_error_code.TestErrorCodeBuilder method) (test_gguf.TestLlama2GGUFModel method) (test_gptq.TestLlama2GPTQModel method) (test_ipex_int8_textchat_server.UnitTest method) (test_itrex_int4_textchat_server.UnitTest method) (test_itrex_llm_runtime_int4_server.UnitTest method) (test_llama.TestLlamaModel method) (test_memory.TestMemory method) (test_mistral.TestMistralModel method) (test_mix_precision_server.UnitTest method) (test_model_utils.TestModelUtils method) (test_mpt.TestMptModel method) (test_mpt_trace.TestMptTrace method) (test_ner.TestNER method) (test_neuralchat.TestNeuralChatModel method) (test_neuralchat_client.TestFinetuningClientExecutor method) (test_neuralchat_client.TestTextChatClientExecutor method) (test_neuralchat_client.TestVoiceChatClientExecutor method) (test_neuralchat_server.TestNeuralChatServerExecutor method) (test_optimization.TestChatbotBuilder method) (test_optimization_llmruntime.TestChatbotBuilder method) (test_parameters.TestAccuracyMode method) (test_parameters.TestFalseProcess method) (test_parameters.TestGeneralMode method) (test_parameters.TestLargeMaxChuckSize method) (test_parameters.TestLargeMinChuckSize method) (test_parameters.TestMMRSearchTypeFetchK1 method) (test_parameters.TestMMRSearchTypeFetchK2 method) (test_parameters.TestMMRSearchTypeHighLambdaMulti method) (test_parameters.TestMMRSearchTypeK1 method) (test_parameters.TestMMRSearchTypeK2 method) (test_parameters.TestMMRSearchTypeLowLambdaMulti method) (test_parameters.TestResponseTemplate method) (test_parameters.TestSimilarityScoreThresholdSearchTypeHighThreshold method) (test_parameters.TestSimilarityScoreThresholdSearchTypeK1 method) (test_parameters.TestSimilarityScoreThresholdSearchTypeK2 method) (test_parameters.TestSimilarityScoreThresholdSearchTypeLowThreshold method) (test_parameters.TestSimilaritySearchTypeK1 method) (test_parameters.TestSimilaritySearchTypeK2 method) (test_parameters.TestSmallMaxChuckSize method) (test_parameters.TestSmallMinChuckSize method) (test_parameters.TestTrueProcess method) (test_phi2.TestPhi2Model method) (test_photoai_api.UnitTest method) (test_photoai_services.UnitTest method) (test_photoai_utils.UnitTest method) (test_plugin_service_audio.UnitTest method) (test_qwen.TestQwenModel method) (test_rag.TestChatbotBuilder_child_parent method) (test_rag.TestChatbotBuilder_csv method) (test_rag.TestChatbotBuilder_docx method) (test_rag.TestChatbotBuilder_html method) (test_rag.TestChatbotBuilder_jsonl method) (test_rag.TestChatbotBuilder_markdown method) (test_rag.TestChatbotBuilder_pdf method) (test_rag.TestChatbotBuilder_txt method) (test_rag.TestChatbotBuilder_xlsx method) (test_rag.TestChatbotBuilder_xlsx_1 method) (test_rag.TestChatbotBuilder_xlsx_2 method) (test_rag.TestRAG method) (test_retrieval.TestMemory method) (test_rome.TestROME method) (test_satety_checker.TestSafetyChecker method) (test_split_audio.TestSplitAudio method) (test_sqlcoder.TestSQLCoderModel method) (test_starcoder.TestStarCoderModel method) (test_textchat_server.UnitTest method) (test_textchat_server_vllm.UnitTest method) (test_textchat_server_vllm_async.UnitTest method) (test_textchat_with_retrieval_server.UnitTest method) (test_tgi_serving.TestTGI method) (test_video_to_wav.TestVideo2Wav method) (test_voicechat_server.UnitTest method)

setup_for_distributed() (in module util.misc) setup_router() (in module intel_extension_for_transformers.neural_chat.server.restful.api) setUpClass() (test_add_cls_token.TestAddClsToken class method) (test_add_embeddings.TestAddEmbeddings class method) (test_add_zeros.TestTorchOP class method) (test_asr.TestASR class method) (test_attention_output_layer_norm_length_adaptive_keep_indices.TestAttentionReshape class method) (test_attention_reshape.TestAttentionReshape class method) (test_baddbmm.TestTorchOP class method) (test_bert_mini_fp32.TestTorchModel class method) (test_binary_op.TestBinaryOp class method) (test_binaryop.TestTorchOP class method) (test_build_chatbot.TestBuildChatbot class method) (test_cast_to.TestCastTo class method) (test_chatbot_exception.TestFinetuneModelExceptions class method) (test_chatbot_normal.TestBuildChatbotNormalCases class method) (test_concat.TestTorchOP class method) (test_conv.TestTorchOP class method) (test_conv_int8.TestTorchOP class method) (test_conv_reshape.TestConvReshape class method) (test_decoder_attn_reshape.TestDecoderAttnReshape class method) (test_dispatcher_tuning_acc.TestDispatcherTuningAcc class method) (test_dispatcher_tuning_throughput.TestDispatcherTuningThroughput class method) (test_dolly_pattern.TestTorchOP class method) (test_dynamic_quantization.TestDynamicQuantization class method) (test_electra.TestElectra class method) (test_embedding.TestTorchOP class method) (test_embeddingbag.TestEmbeddingBag class method) (test_english_normalizer.TestTTS class method) (test_execution_options.TestExecutionOptions class method) (test_finetuning.TestFinetuning class method) (test_finetuning_data.TestChatDataset class method) (test_finetuning_data.TestCompletionDataset class method) (test_finetuning_data.TestSlimOrcaDataset class method) (test_finetuning_data.TestSummarizationDataset class method) (test_fwk.TestFWK class method) (test_gather.TestTorchOP class method) (test_gelu.TestTorchOP class method) (test_gpt_int8.TestTorchModel class method) (test_graph_dispatch.TestGraphDispatch class method) (test_graph_optimizer.TestExecutionOptions class method) (test_insert_input_output_data.TestInsertInputOuputData class method) (test_is_supported_onnx_graph.TestIsSupportedOnnxGraph class method) (test_last_layer_shape.TestLastLayerShape class method) (test_layer_norm_with_reduce_mean.TestLayerNormWithReduceMean class method) (test_layer_norm_with_transpose.TestLayerNormWithTranspose class method) (test_layernorm.TestTorchOP class method) (test_linear.TestTorchOP class method) (test_linear_int8.TestTorchLinear class method) (test_llama_pattern.TestTorchOP class method) (test_main.TestMain class method) (test_matmul.TestTorchOP class method) (test_matmul_int8.TestTorchOP class method) (test_matmul_with_bias_relu.TestMatmulWithBiasRelu class method) (test_matmul_with_bias_sigmoid.TestMatMulWithBiasSigmoid class method) (test_matmul_with_bias_tanh.TestMatmulWithBiasTanh class method) (test_merged_embeddingbag.TestMergedEmbeddingbag class method) (test_neox_rotary_pos_emb.TestTorchOP class method) (test_onnx_utils.TestOnnxUtils class method) (test_operator_adaptor.TestOperatorAdaptor class method) (test_ops.TestOps class method) (test_padding_seq.TestTorchOP class method) (test_padding_sequence.TestPaddingSequence class method) (test_pattern_dispatch.TestPatternDispatch class method) (test_permute.TestTorchOP class method) (test_position_embeddings.TestPositionEmbeddings class method) (test_pow.TestTorchOP class method) (test_primitive_cache_acc.TestPrimitiveCacheAcc class method) (test_primitive_cache_throughput.TestPrimitiveCacheThroughput class method) (test_qkv_merge.TestQKVMerge class method) (test_qkv_reshape.TestAttentionReshape class method) (test_quant_onnx_execute.TestQuantOnnxExecute class method) (test_reduce_noise.TestReduceNoise class method) (test_reshape_after_restore_hidden_states.TestLayerNormWithReduceMean class method) (test_reshape_before_and_after_attention_out_layer_norm_gather_elements.TestAttentionReshape class method) (test_reshape_before_restore_hidden_states.TestLayerNormWithReduceMean class method) (test_sadtalker.TestSadTalker class method) (test_size.TestTorchOP class method) (test_slice.TestTorchOP class method) (test_softmax.TestTorchOP class method) (test_start_end_logits.TestStartEndLogits class method) (test_static_compressed_buffer.TestSCBuffer class method) (test_tanh.TestTorchOP class method) (test_text_encoder.TestTextEncoder class method) (test_text_encoder_bf16.TestTextEncoderBF16 class method) (test_tf_utils.TestTfUtils class method) (test_token_type_embeddings.TestTokenTypeEmbeddings class method) (test_transpose.TestTorchOP class method) (test_transpose_batch_matmul.TestTransposeBatchMatMul class method) (test_tts.TestTTS class method) (test_tts_multilang.TestMultilangTextToSpeech class method) (test_two_linear.TestTorchLinear class method) (test_unet.TestUnet class method) (test_unet_bf16.TestUnetBF16 class method) (test_unet_qat.TestUnet class method) (test_unsqueeze.TestTorchOP class method) (test_vae_decoder.TestVaeDecoder class method) (test_vae_decoder_bf16.TestVaeDecoderBF16 class method) (test_weight_sharing_acc.TestWeightSharingAcc class method) (test_weight_sharing_dispatcher_tuning_acc.TestWeightSharingDispatcherTuningAcc class method) (test_weight_sharing_dispatcher_tuning_throughtput.TestWeightSharingDispatcherTuningThroughput class method) (test_weight_sharing_throughput.TestWeightSharingThroughput class method) Shape (class in intel_extension_for_transformers.transformers.runtime.compile.ops.shape) show_available_models() (in module intel_extension_for_transformers.neural_chat.server.restful.textchat_api) Sigmoid (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) sigmoid_focal_loss() (in module models.segmentation) Silu (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) similarity (intel_extension_for_transformers.langchain.langchain_community.retrievers.child_parent_retriever.SearchType attribute) simple_evaluate() (in module intel_extension_for_transformers.transformers.llm.evaluation.lm_eval.evaluator) Sin (class in intel_extension_for_transformers.transformers.runtime.compile.ops.sin) Size (class in intel_extension_for_transformers.transformers.runtime.compile.ops.size) SlavePipe (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm) Slice (class in intel_extension_for_transformers.transformers.runtime.compile.ops.slice) SliceMask (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.slicemask) SlicePositionIds (class in intel_extension_for_transformers.transformers.runtime.compile.ops.slice_position_ids) slot_into_containers() (in module util.postprocess) smart_tokenizer_and_embedding_resize() (in module llava_utils) SmoothedValue (class in util.misc) SmoothQuantConfig (class in intel_extension_for_transformers.transformers.utils.config) Softmax (class in intel_extension_for_transformers.transformers.runtime.compile.ops.softmax) SolarModel (class in intel_extension_for_transformers.neural_chat.models.solar_model) sort_objects_by_score() (in module util.postprocess) sort_objects_left_to_right() (in module util.postprocess) sort_objects_top_to_bottom() (in module util.postprocess) sparsity_all module Split (class in intel_extension_for_transformers.transformers.runtime.compile.ops.split) split_coeff() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.utils.preprocess) split_to_even_chunks() (in module llava_trainer) Sqrt (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Square (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) SquaredDifference (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) Squeeze (class in intel_extension_for_transformers.transformers.runtime.compile.ops.squeeze) StableDiffusion_bf16Convert (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_bf16Convert) StableDiffusion_CollectQuantInfo (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_collectQDQInfo) StableDiffusion_InsertQuantNode (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_insertQuantNode) StableDiffusion_MHAReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_MHAReshape) StableDiffusion_QuantizeFusion (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_QuantizeFusion) StableDiffusion_ReshapeFusion (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.stableDiffusion_ReshapeFusion) StableDiffusionInstructPix2PixPipeline (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.image2image.instructpix2pix_pipeline) Stack (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) stack_dicts() (in module intel_extension_for_transformers.transformers.ppo_core) start_pipeline() (in module intel_extension_for_transformers.transformers.runtime.compile.compile) StartEndLogits (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.start_end_logits) Stat (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) state_dict() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Bincount method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CombinedStat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Covariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossCovariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossIoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.History method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.IoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Mean method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Quantile method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.SecondMoment method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Variance method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForCausalLMWithValueHead method) (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head.AutoModelForSeq2SeqLMWithValueHead method) StaticQuantConfig (class in intel_extension_for_transformers.transformers.utils.config) stats_to_np() (in module intel_extension_for_transformers.transformers.ppo_core) step() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) steps (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) StopForward StopGradient (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) store2str() (in module intel_extension_for_transformers.transformers.dynamic.evolution) str2list() (in module intel_extension_for_transformers.transformers.runtime.compile.graph_utils) stream_text2speech() (intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts.TextToSpeech method) StridedSlice (class in intel_extension_for_transformers.transformers.runtime.compile.ops.strided_slice) structure_to_cells() (in module extract_tables) SubGraphMatcher (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.subgraph_matcher) subsequence() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) supported_args (intel_extension_for_transformers.transformers.modeling.trl_models.modeling_base.PreTrainedModelWrapper attribute) synchronize_between_processes() (util.misc.SmoothedValue method) SynchronizedBatchNorm1d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.batchnorm) SynchronizedBatchNorm2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.batchnorm) SynchronizedBatchNorm3d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.batchnorm) SyncMaster (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.sync_batchnorm.comm)

T

table_structure_to_cells() (in module util.postprocess) talkingbot module tally() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) Tanh (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) target (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) target_kl (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) Task (class in intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api) task_name (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) TaskQueue (class in intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api) tearDown() (test_biogpt.TestBioGPTModel method) (test_cache.TestChatCache method) (test_chatbot_exception.TestOptimizeModelExceptions method) (test_chatglm.TestChatGlmModel method) (test_cli.TestNeuralChatCommands method) (test_codellama.TestCodeLlamaModel method) (test_cut_video.TestCutVideo method) (test_decilm.TestDeciLMModel method) (test_deepseekcoder.TestStarCoderModel method) (test_embedding_finetune.TestEmbeddingFinetune method) (test_error_code.TestErrorCodeBuilder method) (test_gguf.TestLlama2GGUFModel method) (test_gptq.TestLlama2GPTQModel method) (test_itrex_int4_textchat_server.UnitTest method) (test_itrex_llm_runtime_int4_server.UnitTest method) (test_llama.TestLlamaModel method) (test_memory.TestMemory method) (test_mistral.TestMistralModel method) (test_model_utils.TestModelUtils method) (test_mpt.TestMptModel method) (test_mpt_trace.TestMptTrace method) (test_ner.TestNER method) (test_neuralchat.TestNeuralChatModel method) (test_neuralchat_client.TestVoiceChatClientExecutor method) (test_neuralchat_server.TestNeuralChatServerExecutor method) (test_optimization.TestChatbotBuilder method) (test_optimization_llmruntime.TestChatbotBuilder method) (test_parameters.TestAccuracyMode method) (test_parameters.TestFalseProcess method) (test_parameters.TestGeneralMode method) (test_parameters.TestLargeMaxChuckSize method) (test_parameters.TestLargeMinChuckSize method) (test_parameters.TestMMRSearchTypeFetchK1 method) (test_parameters.TestMMRSearchTypeFetchK2 method) (test_parameters.TestMMRSearchTypeHighLambdaMulti method) (test_parameters.TestMMRSearchTypeK1 method) (test_parameters.TestMMRSearchTypeK2 method) (test_parameters.TestMMRSearchTypeLowLambdaMulti method) (test_parameters.TestResponseTemplate method) (test_parameters.TestSimilarityScoreThresholdSearchTypeHighThreshold method) (test_parameters.TestSimilarityScoreThresholdSearchTypeK1 method) (test_parameters.TestSimilarityScoreThresholdSearchTypeK2 method) (test_parameters.TestSimilarityScoreThresholdSearchTypeLowThreshold method) (test_parameters.TestSimilaritySearchTypeK1 method) (test_parameters.TestSimilaritySearchTypeK2 method) (test_parameters.TestSmallMaxChuckSize method) (test_parameters.TestSmallMinChuckSize method) (test_parameters.TestTrueProcess method) (test_phi2.TestPhi2Model method) (test_photoai_api.UnitTest method) (test_photoai_services.UnitTest method) (test_photoai_utils.UnitTest method) (test_plugin_service_audio.UnitTest method) (test_qwen.TestQwenModel method) (test_rag.TestChatbotBuilder_child_parent method) (test_rag.TestChatbotBuilder_csv method) (test_rag.TestChatbotBuilder_docx method) (test_rag.TestChatbotBuilder_html method) (test_rag.TestChatbotBuilder_jsonl method) (test_rag.TestChatbotBuilder_markdown method) (test_rag.TestChatbotBuilder_pdf method) (test_rag.TestChatbotBuilder_txt method) (test_rag.TestChatbotBuilder_xlsx method) (test_rag.TestChatbotBuilder_xlsx_1 method) (test_rag.TestChatbotBuilder_xlsx_2 method) (test_rag.TestRAG method) (test_retrieval.TestMemory method) (test_rome.TestROME method) (test_satety_checker.TestSafetyChecker method) (test_split_audio.TestSplitAudio method) (test_sqlcoder.TestSQLCoderModel method) (test_starcoder.TestStarCoderModel method) (test_textchat_with_retrieval_server.UnitTest method) (test_tgi_serving.TestTGI method) (test_video_to_wav.TestVideo2Wav method) (test_voicechat_server.UnitTest method) tearDownClass() (test_add_cls_token.TestAddClsToken class method) (test_add_embeddings.TestAddEmbeddings class method) (test_add_zeros.TestTorchOP class method) (test_askdoc_server.UnitTest class method) (test_attention_output_layer_norm_length_adaptive_keep_indices.TestAttentionReshape class method) (test_attention_reshape.TestAttentionReshape class method) (test_baddbmm.TestTorchOP class method) (test_bert_mini_fp32.TestTorchModel class method) (test_binary_op.TestBinaryOp class method) (test_binaryop.TestTorchOP class method) (test_build_chatbot.TestBuildChatbot class method) (test_cast_to.TestCastTo class method) (test_chatbot_build_api.TestChatbotBuilder class method) (test_chatbot_exception.TestFinetuneModelExceptions class method) (test_chatbot_normal.TestBuildChatbotNormalCases class method) (test_concat.TestTorchOP class method) (test_conv.TestTorchOP class method) (test_conv_int8.TestTorchOP class method) (test_conv_reshape.TestConvReshape class method) (test_decoder_attn_reshape.TestDecoderAttnReshape class method) (test_dispatcher_tuning_acc.TestDispatcherTuningAcc class method) (test_dispatcher_tuning_throughput.TestDispatcherTuningThroughput class method) (test_dolly_pattern.TestTorchOP class method) (test_dynamic_quantization.TestDynamicQuantization class method) (test_electra.TestElectra class method) (test_embedding.TestTorchOP class method) (test_embeddingbag.TestEmbeddingBag class method) (test_english_normalizer.TestTTS class method) (test_execution_options.TestExecutionOptions class method) (test_finetuning.TestFinetuning class method) (test_fwk.TestFWK class method) (test_gather.TestTorchOP class method) (test_gelu.TestTorchOP class method) (test_gpt_int8.TestTorchModel class method) (test_graph_dispatch.TestGraphDispatch class method) (test_graph_optimizer.TestExecutionOptions class method) (test_inference.TestInference class method) (test_insert_input_output_data.TestInsertInputOuputData class method) (test_is_supported_onnx_graph.TestIsSupportedOnnxGraph class method) (test_last_layer_shape.TestLastLayerShape class method) (test_layer_norm_with_reduce_mean.TestLayerNormWithReduceMean class method) (test_layer_norm_with_transpose.TestLayerNormWithTranspose class method) (test_layernorm.TestTorchOP class method) (test_linear.TestTorchOP class method) (test_linear_int8.TestTorchLinear class method) (test_llama_pattern.TestTorchOP class method) (test_main.TestMain class method) (test_matmul.TestTorchOP class method) (test_matmul_int8.TestTorchOP class method) (test_matmul_with_bias_relu.TestMatmulWithBiasRelu class method) (test_matmul_with_bias_sigmoid.TestMatMulWithBiasSigmoid class method) (test_matmul_with_bias_tanh.TestMatmulWithBiasTanh class method) (test_merged_embeddingbag.TestMergedEmbeddingbag class method) (test_neox_rotary_pos_emb.TestTorchOP class method) (test_onnx_utils.TestOnnxUtils class method) (test_operator_adaptor.TestOperatorAdaptor class method) (test_ops.TestOps class method) (test_padding_seq.TestTorchOP class method) (test_padding_sequence.TestPaddingSequence class method) (test_pattern_dispatch.TestPatternDispatch class method) (test_permute.TestTorchOP class method) (test_position_embeddings.TestPositionEmbeddings class method) (test_pow.TestTorchOP class method) (test_primitive_cache_acc.TestPrimitiveCacheAcc class method) (test_primitive_cache_throughput.TestPrimitiveCacheThroughput class method) (test_qkv_merge.TestQKVMerge class method) (test_qkv_reshape.TestAttentionReshape class method) (test_quant_onnx_execute.TestQuantOnnxExecute class method) (test_reduce_noise.TestReduceNoise class method) (test_reshape_after_restore_hidden_states.TestLayerNormWithReduceMean class method) (test_reshape_before_and_after_attention_out_layer_norm_gather_elements.TestAttentionReshape class method) (test_reshape_before_restore_hidden_states.TestLayerNormWithReduceMean class method) (test_sadtalker.TestSadTalker class method) (test_size.TestTorchOP class method) (test_slice.TestTorchOP class method) (test_softmax.TestTorchOP class method) (test_start_end_logits.TestStartEndLogits class method) (test_static_compressed_buffer.TestSCBuffer class method) (test_tanh.TestTorchOP class method) (test_text_encoder.TestTextEncoder class method) (test_text_encoder_bf16.TestTextEncoderBF16 class method) (test_tf_utils.TestTfUtils class method) (test_token_type_embeddings.TestTokenTypeEmbeddings class method) (test_transpose.TestTorchOP class method) (test_transpose_batch_matmul.TestTransposeBatchMatMul class method) (test_tts.TestTTS class method) (test_tts_multilang.TestMultilangTextToSpeech class method) (test_two_linear.TestTorchLinear class method) (test_unet.TestUnet class method) (test_unet_bf16.TestUnetBF16 class method) (test_unet_qat.TestUnet class method) (test_unsqueeze.TestTorchOP class method) (test_vae_decoder.TestVaeDecoder class method) (test_vae_decoder_bf16.TestVaeDecoderBF16 class method) (test_weight_sharing_acc.TestWeightSharingAcc class method) (test_weight_sharing_dispatcher_tuning_acc.TestWeightSharingDispatcherTuningAcc class method) (test_weight_sharing_dispatcher_tuning_throughtput.TestWeightSharingDispatcherTuningThroughput class method) (test_weight_sharing_throughput.TestWeightSharingThroughput class method) temperature_sigmoid() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise) Tensor (class in intel_extension_for_transformers.transformers.runtime.compile.ops.tensor) TensorflowExtractor (class in intel_extension_for_transformers.transformers.runtime.compile.extractors.tf_extractor) TensorSliceDataset (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) TeqConfig (class in intel_extension_for_transformers.transformers.utils.config) test_add_cls_token module test_add_embeddings module test_add_zeros module test_askdoc_server module test_asr module test_attention_output_layer_norm_length_adaptive_keep_indices module test_attention_reshape module test_baddbmm module test_bert_mini_fp32 module test_binary_op module test_binaryop module test_biogpt module test_bits_and_bytes_server module test_build_chatbot module test_cache module test_cast_to module test_chatbot_build_api module test_chatbot_exception module test_chatbot_normal module test_chatglm module test_cli module test_codellama module test_concat module test_conv module test_conv_int8 module test_conv_reshape module test_cut_video module test_decilm module test_decoder_attn_reshape module test_deepseekcoder module test_device_utils module test_dispatcher_tuning_acc module test_dispatcher_tuning_throughput module test_dolly_pattern module test_dotdict module test_dropout module test_dynamic_quantization module test_electra module test_embedding module test_embedding_finetune module test_embeddingbag module test_english_normalizer module test_error_code module test_execution_options module test_finetuning module test_finetuning_data module test_fwk module test_gather module test_gelu module test_gguf module test_gpt_int8 module test_gptq module test_graph_dispatch module test_graph_optimizer module test_inference module test_insert_input_output_data module test_ipex_int8_textchat_server module test_is_supported_onnx_graph module test_is_supported_onnx_graph() (test_is_supported_onnx_graph.TestIsSupportedOnnxGraph method) test_itrex_int4_textchat_server module test_itrex_llm_runtime_int4_server module test_last_layer_shape module test_layer_norm_with_reduce_mean module test_layer_norm_with_transpose module test_layernorm module test_linear module test_linear_int8 module test_llama module test_llama_pattern module test_main module test_matmul module test_matmul_int8 module test_matmul_with_bias_relu module test_matmul_with_bias_sigmoid module test_matmul_with_bias_tanh module test_memory module test_merged_embeddingbag module test_mistral module test_mix_precision_server module test_model module test_model_utils module test_mpt module test_mpt_trace module test_multi_cpu_server module test_mysqldb module test_neox_rotary_pos_emb module test_ner module test_neuralchat module test_neuralchat_client module test_neuralchat_server module test_onnx_utils module test_operator_adaptor module test_ops module test_optimization module test_optimization_llmruntime module test_packq module test_padding_seq module test_padding_sequence module test_parameters module

test_pattern_dispatch module test_permute module test_phi2 module test_photoai_api module test_photoai_services module test_photoai_utils module test_plugin_service_audio module test_position_embeddings module test_pow module test_primitive_cache_acc module test_primitive_cache_throughput module test_qkv_merge module test_qkv_reshape module test_quant_onnx_execute module test_qwen module test_rag module test_reduce_noise module test_reshape_after_restore_hidden_states module test_reshape_before_and_after_attention_out_layer_norm_gather_elements module test_reshape_before_restore_hidden_states module test_retrieval module test_rome module test_rome() (in module editor) test_sadtalker module test_satety_checker module test_server_commands module test_size module test_slice module test_softmax module test_split_audio module test_sqlcoder module test_starcoder module test_start_end_logits module test_static_compressed_buffer module test_tanh module test_text_encoder module test_text_encoder_bf16 module test_textchat_server module test_textchat_server_vllm module test_textchat_server_vllm_async module test_textchat_with_retrieval_server module test_tf_utils module test_tgi_serving module test_token_type_embeddings module test_transpose module test_transpose_batch_matmul module test_tts module test_tts_multilang module test_two_linear module test_unet module test_unet_bf16 module test_unet_qat module test_unsqueeze module test_vae_decoder module test_vae_decoder_bf16 module test_video_to_wav module test_voicechat_server module test_weight_sharing_acc module test_weight_sharing_dispatcher_tuning_acc module test_weight_sharing_dispatcher_tuning_throughtput module test_weight_sharing_throughput module test_weightonly module TestAccuracyMode (class in test_parameters) TestAddClsToken (class in test_add_cls_token) TestAddEmbeddings (class in test_add_embeddings) TestASR (class in test_asr) TestAttentionReshape (class in test_attention_output_layer_norm_length_adaptive_keep_indices) (class in test_attention_reshape) (class in test_qkv_reshape) (class in test_reshape_before_and_after_attention_out_layer_norm_gather_elements) TestBinaryOp (class in test_binary_op) TestBioGPTModel (class in test_biogpt) TestBuildChatbot (class in test_build_chatbot) TestBuildChatbotExceptions (class in test_chatbot_exception) TestBuildChatbotNormalCases (class in test_chatbot_normal) TestCastTo (class in test_cast_to) TestChatbotBuilder (class in test_chatbot_build_api) (class in test_optimization) (class in test_optimization_llmruntime) TestChatbotBuilder_child_parent (class in test_rag) TestChatbotBuilder_csv (class in test_rag) TestChatbotBuilder_docx (class in test_rag) TestChatbotBuilder_html (class in test_rag) TestChatbotBuilder_jsonl (class in test_rag) TestChatbotBuilder_markdown (class in test_rag) TestChatbotBuilder_pdf (class in test_rag) TestChatbotBuilder_txt (class in test_rag) TestChatbotBuilder_xlsx (class in test_rag) TestChatbotBuilder_xlsx_1 (class in test_rag) TestChatbotBuilder_xlsx_2 (class in test_rag) TestChatCache (class in test_cache) TestChatDataset (class in test_finetuning_data) TestChatGlmModel (class in test_chatglm) TestCodeLlamaModel (class in test_codellama) TestCompletionDataset (class in test_finetuning_data) TestConvReshape (class in test_conv_reshape) TestCutVideo (class in test_cut_video) TestDeciLMModel (class in test_decilm) TestDecoderAttnReshape (class in test_decoder_attn_reshape) TestDevice (class in test_device_utils) TestDispatcherTuningAcc (class in test_dispatcher_tuning_acc) TestDispatcherTuningThroughput (class in test_dispatcher_tuning_throughput) TestDynamicQuantization (class in test_dynamic_quantization) TestElectra (class in test_electra) TestEmbeddingBag (class in test_embeddingbag) TestEmbeddingFinetune (class in test_embedding_finetune) TestErrorCodeBuilder (class in test_error_code) TestExecutionOptions (class in test_execution_options) (class in test_graph_optimizer) TestFalseProcess (class in test_parameters) TestFinetuneModelExceptions (class in test_chatbot_exception) TestFinetuning (class in test_finetuning) TestFinetuningClientExecutor (class in test_neuralchat_client) TestFWK (class in test_fwk) TestGeneralMode (class in test_parameters) TestGraphDispatch (class in test_graph_dispatch) TestInference (class in test_inference) TestInsertInputOuputData (class in test_insert_input_output_data) TestIsSupportedOnnxGraph (class in test_is_supported_onnx_graph) TestLargeMaxChuckSize (class in test_parameters) TestLargeMinChuckSize (class in test_parameters) TestLastLayerShape (class in test_last_layer_shape) TestLayerNormWithReduceMean (class in test_layer_norm_with_reduce_mean) (class in test_reshape_after_restore_hidden_states) (class in test_reshape_before_restore_hidden_states) TestLayerNormWithTranspose (class in test_layer_norm_with_transpose) TestLlama2GGUFModel (class in test_gguf) TestLlama2GPTQModel (class in test_gptq) TestLlamaModel (class in test_llama) TestMain (class in test_main) TestMatmulWithBiasRelu (class in test_matmul_with_bias_relu) TestMatMulWithBiasSigmoid (class in test_matmul_with_bias_sigmoid) TestMatmulWithBiasTanh (class in test_matmul_with_bias_tanh) TestMemory (class in test_memory) (class in test_retrieval) TestMergedEmbeddingbag (class in test_merged_embeddingbag) TestMistralModel (class in test_mistral) TestMMRSearchTypeFetchK1 (class in test_parameters) TestMMRSearchTypeFetchK2 (class in test_parameters) TestMMRSearchTypeHighLambdaMulti (class in test_parameters) TestMMRSearchTypeK1 (class in test_parameters) TestMMRSearchTypeK2 (class in test_parameters) TestMMRSearchTypeLowLambdaMulti (class in test_parameters) TestModelUtils (class in test_model_utils) TestMptModel (class in test_mpt) TestMptTrace (class in test_mpt_trace) TestMultiCPUServer (class in test_multi_cpu_server) TestMultilangTextToSpeech (class in test_tts_multilang) TestMysqlDb (class in test_mysqldb) TestNER (class in test_ner) TestNeuralChatCommands (class in test_cli) TestNeuralChatModel (class in test_neuralchat) TestNeuralChatServerExecutor (class in test_neuralchat_server) TestOnnxUtils (class in test_onnx_utils) TestOperatorAdaptor (class in test_operator_adaptor) TestOps (class in test_ops) TestOptimizeModelExceptions (class in test_chatbot_exception) TestPaddingSequence (class in test_padding_sequence) TestPatternDispatch (class in test_pattern_dispatch) TestPhi2Model (class in test_phi2) TestPositionEmbeddings (class in test_position_embeddings) TestPrimitiveCacheAcc (class in test_primitive_cache_acc) TestPrimitiveCacheThroughput (class in test_primitive_cache_throughput) TestQKVMerge (class in test_qkv_merge) TestQuantOnnxExecute (class in test_quant_onnx_execute) TestQwenModel (class in test_qwen) TestRAG (class in test_rag) TestReduceNoise (class in test_reduce_noise) TestResponseTemplate (class in test_parameters) TestROME (class in test_rome) TestSadTalker (class in test_sadtalker) TestSafetyChecker (class in test_satety_checker) TestSCBuffer (class in test_static_compressed_buffer) TestServerCommand (class in test_dotdict) (class in test_server_commands) TestSimilarityScoreThresholdSearchTypeHighThreshold (class in test_parameters) TestSimilarityScoreThresholdSearchTypeK1 (class in test_parameters) TestSimilarityScoreThresholdSearchTypeK2 (class in test_parameters) TestSimilarityScoreThresholdSearchTypeLowThreshold (class in test_parameters) TestSimilaritySearchTypeK1 (class in test_parameters) TestSimilaritySearchTypeK2 (class in test_parameters) TestSlimOrcaDataset (class in test_finetuning_data) TestSmallMaxChuckSize (class in test_parameters) TestSmallMinChuckSize (class in test_parameters) TestSplitAudio (class in test_split_audio) TestSQLCoderModel (class in test_sqlcoder) TestStarCoderModel (class in test_deepseekcoder) (class in test_starcoder) TestStartEndLogits (class in test_start_end_logits) TestSummarizationDataset (class in test_finetuning_data) TestTextChatClientExecutor (class in test_neuralchat_client) TestTextEncoder (class in test_text_encoder) TestTextEncoderBF16 (class in test_text_encoder_bf16) TestTfUtils (class in test_tf_utils) TestTGI (class in test_tgi_serving) TestTokenTypeEmbeddings (class in test_token_type_embeddings) TestTorchLinear (class in test_linear_int8) (class in test_two_linear) TestTorchModel (class in test_bert_mini_fp32) (class in test_gpt_int8) TestTorchOP (class in test_add_zeros) (class in test_baddbmm) (class in test_binaryop) (class in test_concat) (class in test_conv) (class in test_conv_int8) (class in test_dolly_pattern) (class in test_embedding) (class in test_gather) (class in test_gelu) (class in test_layernorm) (class in test_linear) (class in test_llama_pattern) (class in test_matmul) (class in test_matmul_int8) (class in test_neox_rotary_pos_emb) (class in test_padding_seq) (class in test_permute) (class in test_pow) (class in test_size) (class in test_slice) (class in test_softmax) (class in test_tanh) (class in test_transpose) (class in test_unsqueeze) TestTransposeBatchMatMul (class in test_transpose_batch_matmul) TestTrueProcess (class in test_parameters) TestTTS (class in test_english_normalizer) (class in test_tts) TestUnet (class in test_unet) (class in test_unet_qat) TestUnetBF16 (class in test_unet_bf16) TestVaeDecoder (class in test_vae_decoder) TestVaeDecoderBF16 (class in test_vae_decoder_bf16) TestVideo2Wav (class in test_video_to_wav) TestVoiceChatClientExecutor (class in test_neuralchat_client) TestWeightSharingAcc (class in test_weight_sharing_acc) TestWeightSharingDispatcherTuningAcc (class in test_weight_sharing_dispatcher_tuning_acc) TestWeightSharingDispatcherTuningThroughput (class in test_weight_sharing_dispatcher_tuning_throughtput) TestWeightSharingThroughput (class in test_weight_sharing_throughput) text2speech() (intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts.TextToSpeech method) TextChatClientExecutor (class in intel_extension_for_transformers.neural_chat.server.neuralchat_client) TextEncoder_AttentionMaskAddReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionMaskAddReshape) TextEncoder_AttentionReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_AttentionReshape) TextEncoder_CasualAttentionMask (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_causal_attention_mask) TextEncoder_KVReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_KVReshape) TextEncoder_MulReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_MulReshape) TextEncoder_QReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_QReshape) TextEncoder_SoftmaxReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncoder_SoftmaxReshape) TextEncoder_WordEmbedding (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.textEncdoer_word_embedding) TextToSpeech (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.tts) TextVoiceChatExecutor (class in intel_extension_for_transformers.neural_chat.cli.cli_commands) TF_DTYPE_ID (in module intel_extension_for_transformers.transformers.runtime.compile.tf_utils) tf_extract_operator() (in module intel_extension_for_transformers.transformers.runtime.compile.tf_utils) TFDataloader (class in intel_extension_for_transformers.transformers.utils.utility_tf) TFDistillationConfig (class in intel_extension_for_transformers.transformers.config) TFOptimization (class in intel_extension_for_transformers.transformers.optimizer_tf) Tile (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) to_() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Bincount method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CombinedStat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Covariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossCovariance method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.CrossIoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.History method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.IoU method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Mean method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Quantile method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.SecondMoment method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Stat method) (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.Variance method) to_diff_dict() (intel_extension_for_transformers.transformers.utils.config.AutoRoundConfig method) (intel_extension_for_transformers.transformers.utils.config.AwqConfig method) (intel_extension_for_transformers.transformers.utils.config.GPTQConfig method) (intel_extension_for_transformers.transformers.utils.config.RtnConfig method) (intel_extension_for_transformers.transformers.utils.config.TeqConfig method) to_gradio_chatbot() (conversation.Conversation method) to_json_file() (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) to_openai_api_messages() (conversation.Conversation method) TokenizedDataset (class in intel_extension_for_transformers.neural_chat.tools.rome.tok_dataset) TokenTypeEmbeddings (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings) TokenTypeEmbeddingsV1 (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.token_type_embeddings_v1) TokenTypeIds (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) TopK (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) (class in intel_extension_for_transformers.transformers.runtime.compile.ops.top_k) topk() (intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats.TopK method) torch_extract_operator() (in module intel_extension_for_transformers.transformers.runtime.compile.torch_utils) TorchEmbedding (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_embedding) TorchExtractor (class in intel_extension_for_transformers.transformers.runtime.compile.extractors.torch_extractor) TorchGate (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.reduce_noise) TorchInnerProductInsertBias (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_ip_insert_bias) TorchInsertBF16Node (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.quant_gather_to_bf16) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchinsertbf16node) TorchPaddingSequence (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torchpaddingsquence) TorchUnpackBaddbmm (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.torch_unpack_baddbmm) Trace (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) TraceDict (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.nethook) tracker_kwargs (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) tracker_project_name (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) train module train() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) train_minibatch() (intel_extension_for_transformers.transformers.ppo_trainer.PPOTrainer method) training_step() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) training_step_length_adaptive() (intel_extension_for_transformers.transformers.trainer.BaseTrainer method) Transformer2Dmodel_AttentionMaskAddReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_AttentionMaskAddReshape) Transformer2Dmodel_ConstantOfShapeWithMul (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_ConstantOfShapeWithMul) Transformer2Dmodel_EncoderHiddenStatesReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_encoderHiddenStatesReshape) Transformer2Dmodel_FFNInputSlice (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice) Transformer2Dmodel_FFNInputSlice_1 (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_FFNSlice_1) Transformer2Dmodel_GetSampleBatch (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_getSampleBatch) Transformer2Dmodel_QKVPreReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVPreReshape) Transformer2Dmodel_QKVReshape (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape) Transformer2Dmodel_QKVReshapeTo4D (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_QKVReshape4D) Transformer2Dmodel_SampleSlice (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transformer2Dmodel_sampleSlice) Transpose (class in intel_extension_for_transformers.transformers.runtime.compile.ops.transpose) transpose_for_scores() (intel_extension_for_transformers.transformers.modeling.modeling_bert_dynamic.BertSelfAttention method) (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaSelfAttention method) transpose_mode_int8() (intel_extension_for_transformers.transformers.runtime.compile.graph.graph.Graph method) TransposeBatchMatMul (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops) (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.transpose_batch_matmul) TritonPythonModel (class in model) tts_finetuning module

U

unbox_numpy_null() (in module intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats) uni_pro() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.retrieval.parser.context_utils) UnitTest (class in test_askdoc_server) (class in test_bits_and_bytes_server) (class in test_ipex_int8_textchat_server) (class in test_itrex_int4_textchat_server) (class in test_itrex_llm_runtime_int4_server) (class in test_mix_precision_server) (class in test_photoai_api) (class in test_photoai_services) (class in test_photoai_utils) (class in test_plugin_service_audio) (class in test_textchat_server) (class in test_textchat_server_vllm) (class in test_textchat_server_vllm_async) (class in test_textchat_with_retrieval_server) (class in test_voicechat_server) Unpack (class in intel_extension_for_transformers.transformers.runtime.compile.ops.unpack) unpad_image() (in module intel_extension_for_transformers.transformers.modeling.llava_models.llava_arch) Unsqueeze (class in intel_extension_for_transformers.transformers.runtime.compile.ops.unsqueeze) UpBlock2d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) UpBlock3d (class in intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.facerender.modules.util) upd_matrix_match_shape() (in module intel_extension_for_transformers.neural_chat.tools.rome.rome_impl) update() (intel_extension_for_transformers.transformers.utils.config.ITREXQuantizationConfigMixin method) update_config() (intel_extension_for_transformers.transformers.pruner.pruning.Pruning method) update_keys_to_ignore() (intel_extension_for_transformers.transformers.modeling.modeling_roberta_dynamic.RobertaPreTrainedModel method)

update_last_message() (conversation.Conversation method) update_user_prompt() (intel_extension_for_transformers.neural_chat.models.openai_model.OpenAIModel method) use_habana (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) use_score_norm (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) use_score_scaling (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) ut_utils module util module util.box_ops module util.misc module util.plot_utils module util.postprocess module utils module utils.conversation_utils module utils.data_utils module utils.eval_utils module utils.model_utils module

V

vad_collector() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio) ValueHead (class in intel_extension_for_transformers.transformers.modeling.trl_models.modeling_value_head) Variance (class in intel_extension_for_transformers.neural_chat.tools.rome.utils.runningstats)

vf_coef (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) View (class in intel_extension_for_transformers.transformers.runtime.compile.ops.view) VoiceChatClientExecutor (class in intel_extension_for_transformers.neural_chat.server.neuralchat_client)

W

wait_for_done() (intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api.Task method) warn() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) warning() (in module intel_extension_for_transformers.transformers.runtime.compile.logger) weight_optimization() (intel_extension_for_transformers.transformers.runtime.compile.optimizer.Optimizer method) WeightPruningConfig (class in intel_extension_for_transformers.transformers.config) Where (class in intel_extension_for_transformers.transformers.runtime.compile.ops.where) whiten_rewards (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute)

wide_resnet101_2() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) wide_resnet50_2() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.video.face_animation.src.face3d.models.networks) WordEmbeddings (class in intel_extension_for_transformers.transformers.runtime.compile.sub_graph.word_embeddings) Worker (class in intel_extension_for_transformers.neural_chat.server.restful.plugin_image2image_api) world_size (intel_extension_for_transformers.transformers.ppo_config.PPOConfig attribute) write_checkpoints_json() (in module intel_extension_for_transformers.neural_chat.models.model_utils) write_wave() (in module intel_extension_for_transformers.neural_chat.pipeline.plugins.audio.utils.split_audio)

Z

Zeros (class in intel_extension_for_transformers.transformers.runtime.compile.ops.empty_ops)