Computer Vision
& Machine Learning
& Bio-Medical Imaging
& DeepLearn
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Grid.ai | PytorchLightning
- Prague
- linkedin.com/in/jirka-borovec
- @JirkaBorovec
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The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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docker_python-opencv-ffmpeg Public
Forked from Valian/docker-python-opencv-ffmpeg
Dockerfile containing FFmpeg, OpenCV4 and Python2/3, based on Ubuntu LTS
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4,532 contributions in the last year
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Activity overview
Contributed to
PyTorchLightning/pytorch-lightning,
PyTorchLightning/metrics,
PyTorchLightning/lightning-flash
and 5 other
repositories
Contribution activity
March 2022
Created 1 repository
- Borda/pytorch_geometric Python
Created a pull request in PyTorchLightning/pytorch-lightning that received 11 comments
Skip horovod 0.24.0 only
What does this PR do? Fixes #12209. follow-up for horovod/horovod#3449 Does your PR introduce any breaking changes? If yes, please list them. Befor…
+72
−33
•
11
comments
Opened 21 other pull requests in 6 repositories
PyTorchLightning/pytorch-lightning
5
merged
2
open
PyTorchLightning/metrics
1
open
4
merged
pyg-team/pytorch_geometric
4
merged
PyTorchLightning/lightning-flash
1
open
2
merged
PyTorchLightning/grid-session-env
1
open
PyTorchLightning/lightning-tutorials
1
merged
Reviewed 77 pull requests in 7 repositories
PyTorchLightning/pytorch-lightning
46 pull requests
- Add support for Habana accelerator (HPU)
- Update hash for caching
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Label new issues
needs triageby default -
Remove
AcceleratorConnector.num_processesand deprecateTrainer.num_processes -
Remove
AcceleratorConnector.tpu_id -
Remove
AccleratorConnector.num_ipusand deprecateTrainer.ipus - Replace PostLocalSGDOptimizer with a dedicated model averaging component
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[docs] Update
checkpointing.rstandcallbacks.rstfor Stateful support - Add and update readme for docs and tests
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Add typing to
LightningModule.trainer - Remove unused devbot and workflow
- Add usage of Jupyter magic command for loggers
- Reduce number of times optimizers are instantiated with FSDP
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Call
Strategy.process_dataloaderindata_connector.py -
Deprecate
BaseProfilerin favor ofProfiler - Clarify what's the PyTorch profiler used in docs
- Fix broken horovod tests
- Fix deepspeed scheduler initialization
- Fix _module_available to detect horovod.torch properly
- Docker: fix NCCL building Horovod
- Pin Docker image for testing on GPUs
- Enable nightly GPU benchmark testing
- update apply_to_collections to support dataclass inputs
- Add support for specifying process group backend to relevant distributed strategies
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Raise a warning when
nn.Moduleinstance is saved withsave_hyperparameters() - Some pull request reviews not shown.
PyTorchLightning/metrics
15 pull requests
- Recompute SDR in float64 type if float32 gives NaN or Inf
- Fix torch.bincount when running in deterministic mode and on GPU
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Adds new image metric -
ERGAS - Add interval for resetting cache hash in CI
- Fixed bug in computing map metric for images with either no ground tr…
- Multilabel Ranking metrics
- added micro average option for torch metrics
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Adds new image metric -
d_lambda - fix docstring of "MeanAbsolutePercentageError" to match the code.
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Add new metrics:
SAM - Revert "Refactor: Rename update and compute methods to _update and _compute"
- typo in section MetricCollection
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Fix a typo in
caching/actions.yml - CI: nightly pytorch 1.12
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Add new metric
d_lambda
PyTorchLightning/lightning-flash
7 pull requests
PyTorchLightning/ecosystem-ci
5 pull requests
pyg-team/pytorch_geometric
2 pull requests
PyTorchLightning/lightning-tutorials
1 pull request
conda-forge/lightning-flash-feedstock
1 pull request
Created an issue in pyg-team/pytorch_geometric that received 3 comments
move lints to pre-commit
3
comments
Opened 5 other issues in 3 repositories
pyg-team/pytorch_geometric
1
open
2
closed
PyTorchLightning/pytorch-lightning
1
closed
PyTorchLightning/metrics
1
closed
4
contributions
in private repositories
Mar 1 – Mar 10


