Kavyansh Tyagi

Use raw string literals for regex patterns in kernel test assertions

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This PR updates all regex patterns in kernel test assertions to use raw string literals (r"..."). This change ensures that backslashes are handled correctly in error message matching, improving test...

### PR Description This PR adds a safeguard in tensorflow/tools/pip_package/pip_smoke_test.py to handle cases where subprocess.check_output() returns a bytes object instead of a str. **Changes Made:** Added a type check using...

PR: Fix Duplicate Metric Logging in MLFlowLogger to Prevent MLflow Database Errors

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**What does this PR do?** This PR fixes a long standing issue in PyTorch Lightning’s MLFlowLogger where logging the same metric (with the same name and step) more than once...

What does this PR do? This PR adds a prominent documentation warning to the Trainer class docstring (and optionally Profiler docs) to alert users not to wrap Trainer.fit(), Trainer.validate(), or...

What does this PR do? This PR fixes an inconsistency in LightningCLI.add_lightning_class_args() where the required=False flag was being ignored when subclass_mode=False (which is the default). According to the documentation, setting...

Add Support for Diamond-Shaped Structuring Element in Morphological Operations

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### Pull Request Description **Overview** This PR introduces support for a new diamond-shaped structuring element in OpenCV’s morphology module. The addition enables users to perform morphological operations (e.g., erosion, dilation,...

Image not generated as it should

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 THE SCRIPT I RAN import torch from torchvision import transforms from PIL import Image import matplotlib.pyplot as plt import numpy as np from models.networks import ResnetGenerator, get_norm_layer...

Fix incorrect SparseTensor handling in GCNConv forward pass

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Bug Description In the current GCNConv.forward() implementation, SparseTensor inputs are passed through gcn_norm, but the resulting normalized tensor is not unwrapped into edge_index and edge_weight. This leads to a faulty...

This PR improves the robustness of `SetTransformerAggregation` by: - Automatically setting `dim_size = index.max() + 1` if `dim_size` is not provided. - Raising a clear error if `index.max() >= dim_size`...

feat(scipy.special): add erfcx — scaled complementary error function

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### PR Description **Overview** This PR adds support for the scaled complementary error function, erfcx, to the jax.scipy.special module. The function is defined mathematically as: > erfcx(x)=ex2⋅erfc(x) > erfcx(x)=ex2⋅erfc(x) It...