From e3fbe33b5f29fb1ed540db67d05d4031a0a88dae Mon Sep 17 00:00:00 2001 From: Lukasz Stafiniak Date: Fri, 20 Dec 2024 21:27:42 +0100 Subject: [PATCH] Tiny polish for README Releases --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index b9e4292..2439768 100644 --- a/README.md +++ b/README.md @@ -96,7 +96,7 @@ This is very tentative. For more details, see [CHANGES](CHANGES.md). -* 0.5: stream-to-stream synchronization at the buffer level. +* **0.5: Stream-to-stream synchronization at the buffer level.** * Support for CUDA events, and `Condition`-based events for CPU backends. * Overhaul of the backend interfaces, both user-facing but especially internal: full code sharing. * Automatic stream-to-stream synchronization on a per-tensor-node basis. @@ -104,20 +104,20 @@ For more details, see [CHANGES](CHANGES.md). * Half precision. Maybe improvements for mixed-precision computations. * Resolve remaining issues with the new scheduler. * Initial version of [lib/nn_blocks.ml](lib/nn_blocks.ml). -* **v0.4 merge buffers, C-syntax backend builder**: a significant refactoring of the API. -* **v0.3 shape inference, jitted routines**: a major rewrite of the whole project. +* **v0.4 Merge buffers, C-syntax backend builder**: a significant refactoring of the API. +* **v0.3 Shape inference, jitted routines**: a major rewrite of the whole project. * **v0.3.3**: continuous integration and opam release. * **v0.3.2**: new shape inference feature: tracking leftmost axes -- complete inference for splicing, ellipsis-in-the-middle allowed in einsum notation. * **v0.3.1**: sanitizing code inclusion (rootness checks). * **v0.3.0**: declarative shape inference; replaced the session interface with a "jitted code routines" API. Cuda defunct. -* **v0.2 inching toward GPU**: +* **v0.2 Inching toward GPU**: * **v0.2.1 naive-cuda**: a Cuda backend where blocks and threads are exposed via dedicated axis types. * **v0.2.0 stack-as-device**: treating the C function stack as the "device memory". * **v0.1 GCCJIT backend**: * **v0.1.2**: multicore computations using a thread-local "task id" index. * **v0.1.1**: inlining scalar constants, improved inlining for virtual nodes. * **v0.1.0**: a `Gccjit` backend, single and double precision floats, code compiled as a monolithic update step function. -* **v0.0 untagged**: basic design around shape inference, high-level and low-level code representation. Now-abandoned Meta-OCaml and OCaml backends. +* **v0.0 Untagged**: basic design around shape inference, high-level and low-level code representation. Now-abandoned Meta-OCaml and OCaml backends. ## Why not just use [OWL](https://ocaml.xyz/)?