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merged 4 commits into from
Jul 10, 2025
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Removing the rest of quant related tutorials #3440

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c033ee2
Removing the rest of quant related tutorials
jerryzh168 Jul 8, 2025
69dc5bb
Merge branch 'main' into delete-one-more
AlannaBurke Jul 9, 2025
529970b
Merge branch 'main' into delete-one-more
AlannaBurke Jul 9, 2025
b682fe9
Merge branch 'main' into delete-one-more
jerryzh168 Jul 9, 2025
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17 changes: 0 additions & 17 deletions Makefile
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Expand Up @@ -61,23 +61,6 @@ download:
wget -nv -N https://s3.amazonaws.com/pytorch-tutorial-assets/cornell_movie_dialogs_corpus_v2.zip -P $(DATADIR)
unzip $(ZIPOPTS) $(DATADIR)/cornell_movie_dialogs_corpus_v2.zip -d beginner_source/data/

# Download model for advanced_source/dynamic_quantization_tutorial.py
wget -nv -N https://s3.amazonaws.com/pytorch-tutorial-assets/word_language_model_quantize.pth -P $(DATADIR)
cp $(DATADIR)/word_language_model_quantize.pth advanced_source/data/word_language_model_quantize.pth

# Download data for advanced_source/dynamic_quantization_tutorial.py
wget -nv -N https://s3.amazonaws.com/pytorch-tutorial-assets/wikitext-2.zip -P $(DATADIR)
unzip $(ZIPOPTS) $(DATADIR)/wikitext-2.zip -d advanced_source/data/

# Download model for advanced_source/static_quantization_tutorial.py
wget -nv -N https://download.pytorch.org/models/mobilenet_v2-b0353104.pth -P $(DATADIR)
cp $(DATADIR)/mobilenet_v2-b0353104.pth advanced_source/data/mobilenet_pretrained_float.pth


# Download model for prototype_source/graph_mode_static_quantization_tutorial.py
wget -nv -N https://download.pytorch.org/models/resnet18-5c106cde.pth -P $(DATADIR)
cp $(DATADIR)/resnet18-5c106cde.pth prototype_source/data/resnet18_pretrained_float.pth

# Download PennFudanPed dataset for intermediate_source/torchvision_tutorial.py
wget https://www.cis.upenn.edu/~jshi/ped_html/PennFudanPed.zip -P $(DATADIR)
unzip -o $(DATADIR)/PennFudanPed.zip -d intermediate_source/data/
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36 changes: 6 additions & 30 deletions prototype_source/README.txt
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Expand Up @@ -4,42 +4,18 @@ Prototype Tutorials
Profiling PyTorch RPC-Based Workloads
https://github.com/pytorch/tutorials/blob/main/prototype_source/distributed_rpc_profiling.rst

2. graph_mode_static_quantization_tutorial.py
Graph Mode Post Training Static Quantization in PyTorch
https://pytorch.org/tutorials/prototype/graph_mode_static_quantization_tutorial.html

3. graph_mode_dynamic_bert_tutorial.rst
Graph Mode Dynamic Quantization on BERT
https://github.com/pytorch/tutorials/blob/main/prototype_source/graph_mode_dynamic_bert_tutorial.rst

4. numeric_suite_tutorial.py
PyTorch Numeric Suite Tutorial
https://github.com/pytorch/tutorials/blob/main/prototype_source/numeric_suite_tutorial.py

5. torchscript_freezing.py
2. torchscript_freezing.py
Model Freezing in TorchScript
https://github.com/pytorch/tutorials/blob/main/prototype_source/torchscript_freezing.py

6. vulkan_workflow.rst
3. vulkan_workflow.rst
Vulkan Backend User Workflow
https://pytorch.org/tutorials/intermediate/vulkan_workflow.html

7. fx_graph_mode_ptq_static.rst
FX Graph Mode Post Training Static Quantization
https://pytorch.org/tutorials/prototype/fx_graph_mode_ptq_static.html

8. fx_graph_mode_ptq_dynamic.py
FX Graph Mode Post Training Dynamic Quantization
https://pytorch.org/tutorials/prototype/fx_graph_mode_ptq_dynamic.html

9. fx_graph_mode_quant_guide.py
FX Graph Mode Quantization User Guide
https://pytorch.org/tutorials/prototype/fx_graph_mode_quant_guide.html

10 flight_recorder_tutorial.rst
https://pytorch.org/tutorials/prototype/vulkan_workflow.html

4. flight_recorder_tutorial.rst
Flight Recorder User Guide
https://pytorch.org/tutorials/prototype/flight_recorder_tutorial.html

11 python_extension_autoload.rst
5. python_extension_autoload.rst
Autoloading Out-of-Tree Extension
https://pytorch.org/tutorials/prototype/python_extension_autoload.html
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