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FSDP1_tutorial.rst
FSDP1_tutorial.rst
 
 
FSDP_advanced_tutorial.rst
FSDP_advanced_tutorial.rst
 
 
FSDP_tutorial.rst
FSDP_tutorial.rst
 
 
README.txt
README.txt
 
 
TCPStore_libuv_backend.rst
TCPStore_libuv_backend.rst
 
 
TP_tutorial.rst
TP_tutorial.rst
 
 
autograd_saved_tensors_hooks_tutorial.py
autograd_saved_tensors_hooks_tutorial.py
 
 
ax_multiobjective_nas_tutorial.py
ax_multiobjective_nas_tutorial.py
 
 
char_rnn_classification_tutorial.py
char_rnn_classification_tutorial.py
 
 
char_rnn_generation_tutorial.py
char_rnn_generation_tutorial.py
 
 
compiled_autograd_tutorial.rst
compiled_autograd_tutorial.rst
 
 
custom_function_conv_bn_tutorial.py
custom_function_conv_bn_tutorial.py
 
 
custom_function_double_backward_tutorial.rst
custom_function_double_backward_tutorial.rst
 
 
ddp_series_minGPT.rst
ddp_series_minGPT.rst
 
 
ddp_series_multinode.rst
ddp_series_multinode.rst
 
 
ddp_tutorial.rst
ddp_tutorial.rst
 
 
dist_pipeline_parallel_tutorial.rst
dist_pipeline_parallel_tutorial.rst
 
 
dist_tuto.rst
dist_tuto.rst
 
 
dqn_with_rnn_tutorial.py
dqn_with_rnn_tutorial.py
 
 
ensembling.py
ensembling.py
 
 
forced_alignment_with_torchaudio_tutorial.rst
forced_alignment_with_torchaudio_tutorial.rst
 
 
forward_ad_usage.py
forward_ad_usage.py
 
 
fx_profiling_tutorial.py
fx_profiling_tutorial.py
 
 
inductor_debug_cpu.py
inductor_debug_cpu.py
 
 
jacobians_hessians.py
jacobians_hessians.py
 
 
mario_rl_tutorial.py
mario_rl_tutorial.py
 
 
memory_format_tutorial.py
memory_format_tutorial.py
 
 
mnist_train_nas.py
mnist_train_nas.py
 
 
model_parallel_tutorial.rst
model_parallel_tutorial.rst
 
 
monarch_distributed_tutorial.rst
monarch_distributed_tutorial.rst
 
 
neural_tangent_kernels.py
neural_tangent_kernels.py
 
 
nlp_from_scratch_index.rst
nlp_from_scratch_index.rst
 
 
nvfuser_intro_tutorial.rst
nvfuser_intro_tutorial.rst
 
 
optimizer_step_in_backward_tutorial.py
optimizer_step_in_backward_tutorial.py
 
 
parametrizations.py
parametrizations.py
 
 
per_sample_grads.py
per_sample_grads.py
 
 
pinmem_nonblock.py
pinmem_nonblock.py
 
 
pipeline_tutorial.rst
pipeline_tutorial.rst
 
 
pipelining_tutorial.rst
pipelining_tutorial.rst
 
 
process_group_cpp_extension_tutorial.rst
process_group_cpp_extension_tutorial.rst
 
 
pruning_tutorial.py
pruning_tutorial.py
 
 
realtime_rpi.rst
realtime_rpi.rst
 
 
reinforcement_ppo.py
reinforcement_ppo.py
 
 
reinforcement_q_learning.py
reinforcement_q_learning.py
 
 
rpc_async_execution.rst
rpc_async_execution.rst
 
 
rpc_param_server_tutorial.rst
rpc_param_server_tutorial.rst
 
 
rpc_tutorial.rst
rpc_tutorial.rst
 
 
scaled_dot_product_attention_tutorial.py
scaled_dot_product_attention_tutorial.py
 
 
seq2seq_translation_tutorial.py
seq2seq_translation_tutorial.py
 
 
spatial_transformer_tutorial.py
spatial_transformer_tutorial.py
 
 
speech_recognition_pipeline_tutorial.rst
speech_recognition_pipeline_tutorial.rst
 
 
tensorboard_profiler_tutorial.py
tensorboard_profiler_tutorial.py
 
 
tensorboard_tutorial.rst
tensorboard_tutorial.rst
 
 
text_to_speech_with_torchaudio.rst
text_to_speech_with_torchaudio.rst
 
 
torch_compile_conv_bn_fuser.py
torch_compile_conv_bn_fuser.py
 
 
torch_compile_full_example.py
torch_compile_full_example.py
 
 
torch_compile_tutorial.py
torch_compile_tutorial.py
 
 
torch_export_tutorial.py
torch_export_tutorial.py
 
 
torchrec_intro_tutorial.py
torchrec_intro_tutorial.py
 
 
torchrec_tutorial.rst
torchrec_tutorial.rst
 
 
torchvision_tutorial.py
torchvision_tutorial.py
 
 
transformer_building_blocks.py
transformer_building_blocks.py
 
 
variable_length_attention_tutorial.py
variable_length_attention_tutorial.py
 
 
visualizing_gradients_tutorial.py
visualizing_gradients_tutorial.py
 
 

README.txt

Intermediate tutorials ---------------------- 1. tensorboard_tutorial.py	Classifying Names with a Character-Level RNN https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html 2. char_rnn_classification_tutorial.py	Classifying Names with a Character-Level RNN https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html 3. char_rnn_generation_tutorial.py	Generating Names with a Character-Level RNN https://pytorch.org/tutorials/intermediate/char_rnn_generation_tutorial.html 4. seq2seq_translation_tutorial.py	Translation with a Sequence to Sequence Network and Attention https://pytorch.org/tutorials/intermediate/seq2seq_translation_tutorial.html 5. reinforcement_q_learning.py	Reinforcement Learning (DQN) Tutorial https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html 6. dist_tuto.rst	Writing Distributed Applications with PyTorch https://pytorch.org/tutorials/intermediate/dist_tuto.html 7. spatial_transformer_tutorial	Spatial Transformer Networks Tutorial https://pytorch.org/tutorials/intermediate/spatial_transformer_tutorial.html 8. nvfuser_intro_tutorial.py Introduction to nvFuser https://pytorch.org/tutorials/intermediate/nvfuser_intro_tutorial.html