Lightning-habana

Added

- Added utility to get device name from hl-smi ([232](https://github.com/Lightning-AI/lightning-Habana/pull/232))
- Integrated Intel Neural Compressor for FP8 inference ([235](https://github.com/Lightning-AI/lightning-Habana/pull/235))
-

Changed

- Updated to Intel Gaudi software Release 1.16.2 ([207](https://github.com/Lightning-AI/lightning-Habana/pull/207))
- Updated to Intel Gaudi software Release 1.17.0 ([221](https://github.com/Lightning-AI/lightning-Habana/pull/221))
- Modified torch device specification for FSDP on HPU ([222](https://github.com/Lightning-AI/lightning-Habana/pull/222))
- Updated strategy to use default fork ([234](https://github.com/Lightning-AI/lightning-Habana/pull/234))
- Updated hpu parallel strategy as base class ([237](https://github.com/Lightning-AI/lightning-Habana/pull/237))
- Updated to Intel Gaudi software Release 1.18.0 ([245](https://github.com/Lightning-AI/lightning-Habana/pull/245))

Fixed

- Fixed device name retrieval without hlsmi ([240](https://github.com/Lightning-AI/lightning-Habana/pull/240))

Removed

-

Deprecated

- Deprecated support for Habana Quantization Toolkit. ([235](https://github.com/Lightning-AI/lightning-Habana/pull/235))
-

Added

- Added support for additional dtypes ([194](https://github.com/Lightning-AI/lightning-Habana/pull/194))
- Added more tests of FSDP with HPU ([197](https://github.com/Lightning-AI/lightning-Habana/pull/197))
- Added FSDP strategy with fabric on HPU ([198](https://github.com/Lightning-AI/lightning-Habana/pull/198))

Changed

- Updated to common `hpu_backend` interface for compile support. ([183](https://github.com/Lightning-AI/lightning-Habana/pull/183))
- Updated to Intel Gaudi software Release 1.16.0 ([191](https://github.com/Lightning-AI/lightning-Habana/pull/191))
- Updated HQT APIs to be in accordance with Intel Gaudi software Release 1.16.0 ([192](https://github.com/Lightning-AI/lightning-Habana/pull/192))
- Updated HPUPrecisionPlugin for fp8 based on Intel Gaudi software Release 1.16.0. ([195](https://github.com/Lightning-AI/lightning-Habana/pull/195))

Fixed

- Fixed deepspeed documentation & tests based on synapse AI release 1.15.1 and latest PTL fabric. ([184](https://github.com/Lightning-AI/lightning-Habana/pull/184))
- Workaround to resolve label name issue in HPUProfiler with torch.compile. ([185](https://github.com/Lightning-AI/lightning-Habana/pull/185))
- Fixed incompatibility issue for PyTorch>=2.3.0 ([193](https://github.com/Lightning-AI/lightning-Habana/pull/193))
-
Removed

-

Deprecated

-

Added

- Added support for Intel Gaudi Profiler. Deprecate `HABANA_PROFILE` environment variable from HPUProfiler. ([158](https://github.com/Lightning-AI/lightning-Habana/pull/158))
- Added support for FP8 inference. ([162](https://github.com/Lightning-AI/lightning-Habana/pull/162))
- Added support for LightningCLI. ([173](https://github.com/Lightning-AI/lightning-Habana/pull/173))
- Added experimental support for FSDP on HPU. ([174](https://github.com/Lightning-AI/lightning-Habana/pull/174))
- Added support for FP8 inference with DeepSpeed. ([176](https://github.com/Lightning-AI/lightning-Habana/pull/176))
- Updated the lightning version check for using FSDP. ([182](https://github.com/Lightning-AI/lightning-Habana/pull/182))


Changed

- Changed HPUParallelStrategy to HPUDDPStrategy ([160](https://github.com/Lightning-AI/lightning-Habana/pull/160))
- Changed HPU docker image based on Synapse AI release 1.15.0 ([166](https://github.com/Lightning-AI/lightning-Habana/pull/166))
- Updated to Intel Gaudi software Release 1.15.1 ([171](https://github.com/Lightning-AI/lightning-Habana/pull/171))

Fixed

- Fixed "No profiler activity found" error with HPUProfiler. ([172](https://github.com/Lightning-AI/lightning-Habana/pull/172))

Removed

-

Deprecated

-

Added

- Added DeepSpeed precision plugin for HPU ([147](https://github.com/Lightning-AI/lightning-Habana/pull/147))
- Added support for fp8 training. ([149](https://github.com/Lightning-AI/lightning-Habana/pull/149))

Changed

- Decoupled return strings of firmware, synapse version helper ([137](https://github.com/Lightning-AI/lightning-Habana/pull/137))
- Changed HPU docker image based on Synapse AI release 1.14.0 ([140](https://github.com/Lightning-AI/lightning-Habana/pull/140))

Fixed

- Fixed fabric imports for HPU strategies ([126](https://github.com/Lightning-AI/lightning-Habana/pull/126))
- Enabling tests and examples of fabric with HPU ([139](https://github.com/Lightning-AI/lightning-Habana/pull/139))
- Fixes an API break due to non-strict loading in Trainer ([150](https://github.com/Lightning-AI/lightning-Habana/pull/150))

Removed

-

Deprecated

- `aot_hpu_training_backend` will be deprecated. Use `hpu_backend` instead for torch compile with hpu ([148](https://github.com/Lightning-AI/lightning-Habana/pull/148))

Added

- Added support for Deepspeed inference on HPU with tests and documentation ([110](https://github.com/Lightning-AI/lightning-Habana/pull/110))
- Added tests, examples, and documentation for dynamic shapes with recipe caching ([107](https://github.com/Lightning-AI/lightning-Habana/pull/107))
- Added preview of torch compile with tests and documentation ([119](https://github.com/Lightning-AI/lightning-Habana/pull/119))

Changed

- Changed HPU docker image based on Synapse AI release 1.13.0 ([114](https://github.com/Lightning-AI/lightning-Habana/pull/114))
-

Fixed

- Fixed fabric imports for HPU strategies ([126](https://github.com/Lightning-AI/lightning-Habana/pull/126))

Removed

-

Deprecated

-

Added

- Added tests, examples and documentation for HPUPrecisionPlugin with autocast ([94](https://github.com/Lightning-AI/lightning-Habana/pull/94))
- Added test to validate checkpoint resuming with HPUDeepSpeedStrategy ([95](https://github.com/Lightning-AI/lightning-Habana/pull/95))
- Added support for lightning 2.1 ([100](https://github.com/Lightning-AI/lightning-Habana/pull/100), [#105](https://github.com/Lightning-AI/lightning-Habana/pull/105))

Changed

- Changed HPU docker image based on synapse AI release 1.12.0 ([90](https://github.com/Lightning-AI/lightning-Habana/pull/90))
- Use standard API's and Remove env variable to get HPU distributed backend ([91](https://github.com/Lightning-AI/lightning-Habana/pull/91))
- Changed HPU docker image based on synapse AI release 1.12.1, updated hooks ([106](https://github.com/Lightning-AI/lightning-Habana/pull/106))


Fixed

-


Removed

-


Deprecated

-