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AlannaBurkeAlannaBurke
Jun 24, 2025
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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
 
 
_torch_export_nightly_tutorial.py
_torch_export_nightly_tutorial.py
 
 
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
 
 
dynamic_quantization_bert_tutorial.rst
dynamic_quantization_bert_tutorial.rst
 
 
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_conv_bn_fuser.py
fx_conv_bn_fuser.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
 
 
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
 
 
quantized_transfer_learning_tutorial.rst
quantized_transfer_learning_tutorial.rst
 
 
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
 
 
tiatoolbox_tutorial.rst
tiatoolbox_tutorial.rst
 
 
torch_compile_tutorial.py
torch_compile_tutorial.py
 
 
torch_export_nightly_tutorial.rst
torch_export_nightly_tutorial.rst
 
 
torch_export_tutorial.py
torch_export_tutorial.py
 
 
torchrec_intro_tutorial.py
torchrec_intro_tutorial.py
 
 
torchrec_tutorial.rst
torchrec_tutorial.rst
 
 
torchserve_with_ipex.rst
torchserve_with_ipex.rst
 
 
torchserve_with_ipex_2.rst
torchserve_with_ipex_2.rst
 
 
torchvision_tutorial.py
torchvision_tutorial.py
 
 
transformer_building_blocks.py
transformer_building_blocks.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