A fix for one line comment when removing runnable code. #1165
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* Fix typo (#1118) In PyTorch tutorial, `torch` should be installed rather than `torchaudio` * Recover the attributes of torch in memory_format_tutorial (#1112) Co-authored-by: Brian Johnson <brianjo@fb.com> * fix bugs for data_loading_tutorial and dcgan_faces_tutorial (#1092) * Update autocast in dispatcher tutorial (#1128) * draft * fixes * dont overrun the line * Corrected model.resnet50() spelling (#1139) Spelling mistake led to errors for beginners. * Fix typo & Minor changes (#1138) Thanks for the fixes @codingbowoo! * Run win_test_worker manually (#1142) Merging to clean up a build issue. * Disable `pytorch_windows_builder_worker` config (#1143) See #1141 * Update index.rst (#1140) Fixed incorrect link. * Update index.rst Fix to broken link. * LSTM's -> LSTMs in equence_models_tutorial.py docs (#1136) Co-authored-by: Brian Johnson <brianjo@fb.com> * Added Ray Tune Hyperparameter Tuning Tutorial (#1066) * Added Ray Tune Hyperparameter Tuning Tutorial * Use nightly ray release * Fix checkpoint API Co-authored-by: Brian Johnson <brianjo@fb.com> * Fix typo in "Introduction to Pytorch" tutorial (in NLP tutorial) (#1145) * Fix typo in "Introduction to Pytorch" tutorial (in Pytorch for NLP tutorials) * Dummy commit, to restart CI * Revert dummy commit, to restart CI * Revert whitespace changes * Install torch not torch vision (#1153) Small update to recipe that instructs users to install `torch` not `torchaudio` * Python recipe for automatic mixed precision (#1137) * fdsa * Tutorial runs * clarify one scaler per convergence run * adjust sizes, dont run illustrative sections * satisfying ocd * MORE * fdsa * details * rephrase * fix formatting * move script to recipes * hopefully moved to recipes * fdsa * add amp_tutorial to toctree * amp_tutorial -> amp_recipe * looks like backtick highlights dont render in card_description * correct path for amp_recipe.html * arch notes and saving/restoring * formatting * fdsa * Clarify autograd-autocast interaction for custom ops * touchups Co-authored-by: Brian Johnson <brianjo@fb.com> * Fix model to be properly exported to ONNX (#1144) Co-authored-by: Brian Johnson <brianjo@fb.com> * Dist rpc merge (#1158) * Create distributed_rpc_profiling.rst * Update recipes_index.rst * Add files via upload * Update recipes_index.rst * Fix typo "asynchronizely" -> "asynchronously" (#1154) * Update dist_overview with additional information. (#1155) Summary: 1) Added DDP + RPC tutorial. 2) Added a pointer to PT Distributed CONTRIBUTING.md. Test Plan: Verified by loading the page locally. Reviewers: sentinel Subscribers: Tasks: Tags: Co-authored-by: pritam <pritam.damania@fb.com> * Add Performance Tuning guide recipe (#1161) * Performance Tuning Guide - initial commit * Minor tweaks * Switched profiling guide thumbnail to pytorch logo * Converted Tuning Guide to 80 chars/line * Split tuning guide into general, GPU-specific and distributed optimizations. * WAR to fix generation of header for 1st section * Minor fixes * Implemented changes suggested during initial review * Changed 'addition assignment' to 'addition' * Removed sentences about 1 CPU core for DataParallel training * Reordering of layers is recommended only for DDP(find_unused_parameters=True) * Fixed formatting * s/constructors/model constructors and s/match/roughly match * Fixed typos * A fix for one line comment when removing runnable code. (#1165) Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com> Co-authored-by: Nikita Shulga <nshulga@fb.com> Co-authored-by: guyang3532 <62738430+guyang3532@users.noreply.github.com> Co-authored-by: mcarilli <mcarilli@gmail.com> Co-authored-by: Sayantan Das <36279638+ucalyptus@users.noreply.github.com> Co-authored-by: 장보우 Bowoo Jang <lisabowoo@gmail.com> Co-authored-by: Alan deLevie <adelevie@gmail.com> Co-authored-by: krfricke <krfricke@users.noreply.github.com> Co-authored-by: Vijay Viswanathan <vcomeinpeace@gmail.com> Co-authored-by: J. Randall Hunt <randallhunt@gmail.com> Co-authored-by: Thiago Crepaldi <thiago.crepaldi@microsoft.com> Co-authored-by: Peter Whidden <all.cows.like.to.moo@gmail.com> Co-authored-by: Pritam Damania <9958665+pritamdamania87@users.noreply.github.com> Co-authored-by: pritam <pritam.damania@fb.com> Co-authored-by: Szymon Migacz <1934379+szmigacz@users.noreply.github.com> Co-authored-by: Jinlin Zhang <jinlinzhang@fb.com> Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com>
subramen
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* refactor - till custom datasets * Updated data * updated buildmodel * update the other sections * final edits * A fix for one line comment when removing runnable code. (pytorch#1165) Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com> * Update tutorials to use TensorPipeRpcBackendOptions. (pytorch#1164) * Update tutorials to use TensorPipeRpcBackendOptions. * Commit Summary: Test Plan: Reviewers: Subscribers: Tasks: Tags: * Commit2 Summary: Test Plan: Reviewers: Subscribers: Tasks: Tags: Co-authored-by: pritam <pritam.damania@fb.com> * Update dynamic quant tutorial for saving quantized model (pytorch#1167) Summary: Addresses pytorch/pytorch#43016 Test Plan: Reviewers: Subscribers: Tasks: Tags: * retitle dispatcher tutorial (pytorch#1168) * minor typo fixes (pytorch#1160) Co-authored-by: Brian Johnson <brianjo@fb.com> * Update saving_loading_models.py (pytorch#1173) * Removes Outdated Trainer Tutorial (pytorch#1181) * Update index.rst * Delete aws_distributed_training_tutorial.py * complete PyTorch quickstart proposal * Formatting and wording updates (#27) * corrected rebase errors * Some updates based on feedback to quickstart and build model (#29) * Added more detail to the intro of the quickstart * primitive dataset text update * fix build model * updated quickstart to class model (#30) * fix build model * updated quickstart to class model * Updates to quickstart main page, build model page based on feedback (#31) * updates to load class model, build model page work * more work on build model * small formatting fix on build model page (#32) * fix formating on build model page * build model formatting fixes (#33) * build model format fix * Update build_model_tutorial.py * Update build_model_tutorial.py * Update optimization_tutorial.py fixed footer * Update data_quickstart_tutorial.py fix image on data * Update data_quickstart_tutorial.py (#34) Addressed open comments * Update data_quickstart_tutorial.py (#35) Fixed links and formatting * Update data_quickstart_tutorial.py removed github markup * Update data_quickstart_tutorial.py * Update build_model_tutorial.py * Update data_quickstart_tutorial.py (#36) * build model section updates, breadcrumb test, linear wording fix (#37) * removed full top ex, moved sequential to layer ex * fixed linear layer wording * breadcrumb test * move TOC (#39) * removed full top ex, moved sequential to layer ex * fixed linear layer wording * breadcrumb test * rename for auto breadcrumb for tutorials * move table of contents to top * toc fix probably (#40) * how to use this guide text (#41) * removed code blocks moved toc (#42) * Make misc improvements to quickstart (#43) * Refactor buildmodel_tutorial.py to exclude sequential net definition (#44) * moved quickstart home folder, added breadcrumb * add callout quickstart on tutorials page, cap fix * checkin by Cassie: how to run code, fixed typo * checked in by cassie: quickstart updates typo fix * Refactor optimization tutorial * Formatting fixes to optimization tutorial * quickstart home page updates * tensor page edits * cassie checkin: data page review * Update save-load-run quickstart tutorial * checkin by cassie: review/fix transforms page * checkin by cassie: Fixed build model page * checkin by cassie: optimization page, add setup * autograd and optimzation page updates * checkin by cassie: save run load page review * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/autograd_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/autograd_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * checkin by cassie: fix spacing * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * fix link * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * fix link * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * cassie checkin: add next prev links * fix links * fix links * toc tree test * cassie checkin: removed old next prev * Fix missing variable in saveloadrun_tutorial * Update beginner_source/quickstart/quickstart_tutorial.py * "DataSet" -> "Dataset" * Apply suggestions from code review -- buildmodel * add links to author names * formatting * add suraj as author * add loading dataset to data quickstart * init fucntion wording update on datasets * added iterate to datasets section * update quickstart title to 'learn the basics' * refactor - till custom datasets * Updated data * updated buildmodel * update the other sections * final edits Co-authored-by: Jinlin Zhang <jinlinzhang@fb.com> Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com> Co-authored-by: Pritam Damania <9958665+pritamdamania87@users.noreply.github.com> Co-authored-by: pritam <pritam.damania@fb.com> Co-authored-by: supriyar <supriyar@fb.com> Co-authored-by: Basil Hosmer <bhosmer@fb.com> Co-authored-by: Jeff Tang <jeff.x.tang@gmail.com> Co-authored-by: Brian Johnson <brianjo@fb.com> Co-authored-by: Yuxin Wu <ppwwyyxxc@gmail.com> Co-authored-by: sethjuarez <me@sethjuarez.com> Co-authored-by: Cassie <46505951+cassieview@users.noreply.github.com> Co-authored-by: PythicCoder <aribornstein@gmail.com> Co-authored-by: Dmitri Soshnikov <dmitri@soshnikov.com> Co-authored-by: Cassie Breviu <cassieb@Microsoft.com>
cassiebreviu
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* refactor - till custom datasets * Updated data * updated buildmodel * update the other sections * final edits * A fix for one line comment when removing runnable code. (pytorch#1165) Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com> * Update tutorials to use TensorPipeRpcBackendOptions. (pytorch#1164) * Update tutorials to use TensorPipeRpcBackendOptions. * Commit Summary: Test Plan: Reviewers: Subscribers: Tasks: Tags: * Commit2 Summary: Test Plan: Reviewers: Subscribers: Tasks: Tags: Co-authored-by: pritam <pritam.damania@fb.com> * Update dynamic quant tutorial for saving quantized model (pytorch#1167) Summary: Addresses pytorch/pytorch#43016 Test Plan: Reviewers: Subscribers: Tasks: Tags: * retitle dispatcher tutorial (pytorch#1168) * minor typo fixes (pytorch#1160) Co-authored-by: Brian Johnson <brianjo@fb.com> * Update saving_loading_models.py (pytorch#1173) * Removes Outdated Trainer Tutorial (pytorch#1181) * Update index.rst * Delete aws_distributed_training_tutorial.py * complete PyTorch quickstart proposal * Formatting and wording updates (#27) * corrected rebase errors * Some updates based on feedback to quickstart and build model (#29) * Added more detail to the intro of the quickstart * primitive dataset text update * fix build model * updated quickstart to class model (#30) * fix build model * updated quickstart to class model * Updates to quickstart main page, build model page based on feedback (#31) * updates to load class model, build model page work * more work on build model * small formatting fix on build model page (#32) * fix formating on build model page * build model formatting fixes (#33) * build model format fix * Update build_model_tutorial.py * Update build_model_tutorial.py * Update optimization_tutorial.py fixed footer * Update data_quickstart_tutorial.py fix image on data * Update data_quickstart_tutorial.py (#34) Addressed open comments * Update data_quickstart_tutorial.py (#35) Fixed links and formatting * Update data_quickstart_tutorial.py removed github markup * Update data_quickstart_tutorial.py * Update build_model_tutorial.py * Update data_quickstart_tutorial.py (#36) * build model section updates, breadcrumb test, linear wording fix (#37) * removed full top ex, moved sequential to layer ex * fixed linear layer wording * breadcrumb test * move TOC (#39) * removed full top ex, moved sequential to layer ex * fixed linear layer wording * breadcrumb test * rename for auto breadcrumb for tutorials * move table of contents to top * toc fix probably (#40) * how to use this guide text (#41) * removed code blocks moved toc (#42) * Make misc improvements to quickstart (#43) * Refactor buildmodel_tutorial.py to exclude sequential net definition (#44) * moved quickstart home folder, added breadcrumb * add callout quickstart on tutorials page, cap fix * checkin by Cassie: how to run code, fixed typo * checked in by cassie: quickstart updates typo fix * Refactor optimization tutorial * Formatting fixes to optimization tutorial * quickstart home page updates * tensor page edits * cassie checkin: data page review * Update save-load-run quickstart tutorial * checkin by cassie: review/fix transforms page * checkin by cassie: Fixed build model page * checkin by cassie: optimization page, add setup * autograd and optimzation page updates * checkin by cassie: save run load page review * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/dataquickstart_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/transforms_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/autograd_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/autograd_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/buildmodel_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * checkin by cassie: fix spacing * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * fix link * Update beginner_source/quickstart/optimization_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * fix link * Update beginner_source/quickstart/saveloadrun_tutorial.py Co-authored-by: suraj813 <5676233+suraj813@users.noreply.github.com> * cassie checkin: add next prev links * fix links * fix links * toc tree test * cassie checkin: removed old next prev * Fix missing variable in saveloadrun_tutorial * Update beginner_source/quickstart/quickstart_tutorial.py * "DataSet" -> "Dataset" * Apply suggestions from code review -- buildmodel * add links to author names * formatting * add suraj as author * add loading dataset to data quickstart * init fucntion wording update on datasets * added iterate to datasets section * update quickstart title to 'learn the basics' * refactor - till custom datasets * Updated data * updated buildmodel * update the other sections * final edits * update index.rst * delete devcontainer and gh workflows * restore index.rst - update with separate PR Co-authored-by: Jinlin Zhang <jinlinzhang@fb.com> Co-authored-by: v-jizhang <66389669+buck-bot@users.noreply.github.com> Co-authored-by: Pritam Damania <9958665+pritamdamania87@users.noreply.github.com> Co-authored-by: pritam <pritam.damania@fb.com> Co-authored-by: supriyar <supriyar@fb.com> Co-authored-by: Basil Hosmer <bhosmer@fb.com> Co-authored-by: Jeff Tang <jeff.x.tang@gmail.com> Co-authored-by: Brian Johnson <brianjo@fb.com> Co-authored-by: Yuxin Wu <ppwwyyxxc@gmail.com> Co-authored-by: sethjuarez <me@sethjuarez.com> Co-authored-by: Cassie <46505951+cassieview@users.noreply.github.com> Co-authored-by: PythicCoder <aribornstein@gmail.com> Co-authored-by: Dmitri Soshnikov <dmitri@soshnikov.com> Co-authored-by: Cassie Breviu <cassieb@Microsoft.com>
rodrigo-techera
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A fix for one line comment when removing runnable code.