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- Implementing High Performance Transformers with Scaled Dot Product Attention
- torch.compile Tutorial
- Per Sample Gradients
- Jacobians, Hessians, hvp, vhp, and more: composing function transforms
- Model Ensembling
- Neural Tangent Kernels
- Reinforcement Learning (PPO) with TorchRL Tutorial
- Changing Default Device
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λͺ¨λ λ μνΌ λ³΄κΈ° <recipes/recipes_index> λͺ¨λ νλ‘ν νμ λ μνΌ λ³΄κΈ° <prototype/prototype_index>
beginner/basics/intro beginner/basics/quickstart_tutorial beginner/basics/tensorqs_tutorial beginner/basics/data_tutorial beginner/basics/transforms_tutorial beginner/basics/buildmodel_tutorial beginner/basics/autogradqs_tutorial beginner/basics/optimization_tutorial beginner/basics/saveloadrun_tutorial
beginner/introyt beginner/introyt/introyt1_tutorial beginner/introyt/tensors_deeper_tutorial beginner/introyt/autogradyt_tutorial beginner/introyt/modelsyt_tutorial beginner/introyt/tensorboardyt_tutorial beginner/introyt/trainingyt beginner/introyt/captumyt
beginner/deep_learning_60min_blitz beginner/pytorch_with_examples beginner/nn_tutorial intermediate/tensorboard_tutorial
intermediate/torchvision_tutorial beginner/transfer_learning_tutorial beginner/fgsm_tutorial beginner/dcgan_faces_tutorial beginner/vt_tutorial
beginner/audio_io_tutorial beginner/audio_resampling_tutorial beginner/audio_data_augmentation_tutorial beginner/audio_feature_extractions_tutorial beginner/audio_feature_augmentation_tutorial beginner/audio_datasets_tutorial intermediate/speech_recognition_pipeline_tutorial intermediate/speech_command_classification_with_torchaudio_tutorial intermediate/text_to_speech_with_torchaudio intermediate/forced_alignment_with_torchaudio_tutorial
beginner/transformer_tutorial beginner/bettertransformer_tutorial intermediate/char_rnn_classification_tutorial intermediate/char_rnn_generation_tutorial intermediate/seq2seq_translation_tutorial beginner/text_sentiment_ngrams_tutorial beginner/translation_transformer
intermediate/reinforcement_q_learning intermediate/reinforcement_ppo intermediate/mario_rl_tutorial
intermediate/flask_rest_api_tutorial beginner/Intro_to_TorchScript_tutorial advanced/cpp_export advanced/super_resolution_with_onnxruntime intermediate/realtime_rpi
intermediate/fx_conv_bn_fuser intermediate/fx_profiling_tutorial
intermediate/memory_format_tutorial intermediate/forward_ad_usage intermediate/jacobians_hessians intermediate/ensembling intermediate/per_sample_grads intermediate/neural_tangent_kernels.py advanced/cpp_frontend advanced/torch-script-parallelism advanced/cpp_autograd
intermediate/custom_function_double_backward_tutorial intermediate/custom_function_conv_bn_tutorial advanced/cpp_extension advanced/torch_script_custom_ops advanced/torch_script_custom_classes advanced/dispatcher advanced/extend_dispatcher
beginner/profiler intermediate/tensorboard_profiler_tutorial beginner/hyperparameter_tuning_tutorial beginner/vt_tutorial intermediate/parametrizations intermediate/pruning_tutorial advanced/dynamic_quantization_tutorial intermediate/dynamic_quantization_bert_tutorial intermediate/quantized_transfer_learning_tutorial advanced/static_quantization_tutorial intermediate/torchserve_with_ipex intermediate/torchserve_with_ipex_2 intermediate/nvfuser_intro_tutorial intermediate/ax_multiobjective_nas_tutorial intermediate/torch_compile_tutorial intermediate/scaled_dot_product_attention_tutorial
distributed/home beginner/dist_overview beginner/ddp_series_intro intermediate/model_parallel_tutorial intermediate/ddp_tutorial intermediate/dist_tuto intermediate/FSDP_tutorial intermediate/FSDP_adavnced_tutorial intermediate/process_group_cpp_extension_tutorial intermediate/rpc_tutorial intermediate/rpc_param_server_tutorial intermediate/dist_pipeline_parallel_tutorial intermediate/rpc_async_execution advanced/rpc_ddp_tutorial intermediate/pipeline_tutorial advanced/ddp_pipeline advanced/generic_join
beginner/deeplabv3_on_ios beginner/deeplabv3_on_android
intermediate/torchrec_tutorial advanced/sharding
beginner/flava_finetuning_tutorial