voice_recognition/server_cuda/deps/exla/CHANGELOG.md

Changelog

v0.9.2 (2024-11-16)

Enhancements

• Support cross-compilation for use with Nerves
• Optimize LU with a custom call

v0.9.1 (2024-10-08)

Enhancements

• Improve compilation times of native code

Bug fixes

• Fix encoding of binary floats

v0.9.0 (2024-09-26)

Enhancements

• Overall improvements to the Nx.Defn compiler
• Compiled functions now work across BEAM nodes
• Add cache: "path/to/file" for disk caching JIT/compiled functions

Bug fixes

• Use a single thread pool for MLIR contexts

v0.8.0 (2024-08-19)

• Add EXLA.to_mlir_module/2
• The precompiled XLA CUDA binaries now require CUDA 12.1+ and cuDNN 9.1+
• Renamed XLA_TARGET value "cuda120" to "cuda12"
• XLA_TARGET automatically defaults to "cuda12" when CUDA installation is detected
• Allow NIF modules to be upgradable

v0.7.1 (2024-02-27)

• Add CustomCallOp for QR decomposition
• Minor improvements to the MLIR modules generated
• MLIR Context pooling for better concurrency

v0.7.0 (2024-02-22)

• Update to latest Nx
• Introduce a :mlir based compiler and use it by default. The previous :xla based compiler is deprecatead. You can temporarily revert to the previous compiler by setting config :exla, :compiler_mode, :xla

v0.6.4 (2023-11-13)

• Update to latest Nx
• Allow :automatic_transfers configuration on client
• Do not discard client/device in EXLA.Backend when it is host
• Always sort NaN last
• Improve the :axes option in gather, indexed_add, and indexed_put

v0.6.3 (2023-11-09)

• Update to latest Nx
• Fix mixed device usage on EXLA.Backend

v0.6.1 (2023-09-12)

• Update to latest Nx

v0.6.0 (2023-08-15)

• Allow cross-device transfers on host
• Update dependencies to OpenXLA
• Update to latest Nx

v0.5.3 (2023-04-14)

• Fix compilation issue on certain macOS caused by O3
• Fix optimization which would cause EXLA to return a complete tuple instead of a subset

v0.5.2 (2023-03-21)

• Automatically transfer tensors between nodes

v0.5.1 (2023-02-18)

• Support top_k

v0.5.0 (2023-02-10)

• Optimize backend_transfer/backend_copy within EXLA backends
• Use relative symlinks on compilation whenever possible

v0.4.2 (2023-01-13)

Enhancements

• Automatically transfer from :host to other devices
• Support lazy_transfers: :always on EXLA.jit/3 and EXLA.compile/2
• Run hooks concurrently once they have received the data

Bug fixes

• Respect default EXLA.Backend client when jitting argumentless operations
• Do not pick client without devices when loading initial client
• Consider the first conditional of a cond part of the current scope

v0.4.1 (2022-12-07)

Enhancements

• [EXLA] Require Nx ~> 0.4.1
• [EXLA] Update XLA to TF2.11
• [EXLA.Defn] Send telemetry event after XLA compilation
• [EXLA.Op] Add optimization barriers as operations

Bug fixes

• [EXLA] Validate backend options
• [EXLA.Backend] Fix Nx.{any,all} with :keep_axes
• [EXLA.Backend] Make SVD return V instead of transpose(V)
• [EXLA.Backend] Preserve NaNs in window and reduce operations

v0.4.0 (2022-10-25)

Enhancements

• Support zero copy binaries
• Redirect group leader for EXLA hooks

Bug fixes

• Always hoist cond expressions
• Fix conditional inside Nx.map

v0.3.0 (2022-08-13)

Enhancements

• Support debug: true option on defn compiler
• Allow specifying preferred clients via the application environment
• Support new callbacks added in Nx v0.3.0

Deprecations

• Deprecate set_as_nx_default

v0.2.3 (2022-07-05)

Bug fixes

• Fix predicate handling inside cond/while
• Set Nx backend globally

v0.2.2 (2022-06-15)

Bug fixes

• Fix invalid cache expiration when defn received functions as arguments

v0.2.1 (2022-06-04)

Enhancements

• Implement EXLA.Backend.to_batched_list/3

Bug fixes

• Improve support for non-finite values in EXLA compiler
• Fix segmentation fault while deallocating tensors

v0.2.0 (2022-04-28)

First release.