GdoongMathew

Numpy Batch Operations in Bboxes and Keypoints

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## Changes 1. Replace internal bbox & keypoint object with BboxesInternalType & KeypointsInternalType. Bboxes and keypoints will be converted to internal type in each DataProcessor's preprocess and back to original...

`LRScheduler` Refactoring

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### 🚀 The feature, motivation and pitch ## Feature Proposal to solve issue mainly raised from issue #67760, and some other issues related to `lr_scheduler` module. * Refactor `lr_scheduler` module...

Torch-Tensorrt Integration with LightningModule

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## What does this PR do? Fixes #11438 Before submitting - Was this **discussed/agreed** via a GitHub issue? (not for typos and docs) - [ ] Did you read the...

to_onnx return ONNXProgram

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## What does this PR do? Fixes #20810 Before submitting - Was this **discussed/agreed** via a GitHub issue? (not for typos and docs) - [ ] Did you read the...

### Description & Motivation Since torch 2.7.0, they started to unify the onnx export logic, thus when calling ```python torch.onnx.export(dynamo=True) ``` torch would start to return the `ONNXProgram` object. (https://github.com/pytorch/pytorch/pull/137296)...

refactor: try catch a more specific exception during log_metrics.

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## What does this PR do? Handle a more specific exception class during `TensorBoardLogger.log_metrics`, and remove its todo. Before submitting - Was this **discussed/agreed** via a GitHub issue? (not for...

Improve RichProgreasBar speed performance

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## What does this PR do? Attempt to fix #13937 Benchmark Results are as below ```text master === Benchmark Results === Version No Rich (s) With Rich (s) --------- -------------...

docs: fix pip cmd.

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## What does this PR do? Fixes pip cmd in README.md Before submitting - Was this **discussed/agreed** via a GitHub issue? (not for typos and docs) - [ ] Did...

Add `device_name` classmethod in `Accelerator`.

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## What does this PR do? Fixes #17355 * 1 GPU ```text GPU available: NVIDIA GeForce RTX 3050 4GB Laptop GPU, using: 1 devices. TPU available: False, using: 0 TPU...

[WIP] Feat/logger_map

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## What does this PR do? Fixes #10636 Before submitting - Was this **discussed/agreed** via a GitHub issue? (not for typos and docs) - [ ] Did you read the...