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Thesis_ObjectDetection Public
Code used for object detection experiments in the thesis. Runs YOLO under different modifications of NCCL (gradient pruning)
Python GNU Affero General Public License v3.0 UpdatedSep 18, 2023 -
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Thesis_FiguresScripts Public
The scripts that were used to generate figures for the thesis
Jupyter Notebook UpdatedJun 26, 2023 -
Thesis_UtilityScripts Public
just some scripts that are useful for thesis
Jupyter Notebook UpdatedJun 26, 2023 -
Thesis_AllReduceTests Public
code to test modifications to NCCL comm lib.
Python UpdatedJun 26, 2023 -
Thesis_ImageClassification Public
scripts to train image classifiers. used for my thesis, to observe the effect of gradient pruning on distributed training of different DNNs
Python UpdatedJun 26, 2023 -
Thesis_BERT_finetuning Public
code utility to test effect of changing communication library with BERT
Python UpdatedJun 26, 2023 -
Thesis_BERT_pretraining Public
quick script to check effect of the changed NCCL communication library on BERT pretraining. Pretraining is done on toy wikipedia dataset
Python UpdatedJun 11, 2023 -
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astra-sim-csnl Public
Forked from astra-sim/astra-simsome tests
C++ MIT License UpdatedNov 30, 2022 -
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PyProf Public
Forked from NVIDIA/PyProfA GPU performance profiling tool for PyTorch models
Python Apache License 2.0 UpdatedJul 13, 2021 -
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prohack2020 Public
Data science hackaton organized by McKinsey
Jupyter Notebook UpdatedJul 10, 2020 -
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Google-Hash-Code-2020 Public
Our solution to online qualifications round