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The following commit(s) were added to refs/heads/master by this push:
new 018d5b3 Added TVM vision statement to about page (#14)
018d5b3 is described below
commit 018d5b3c80ace2e562c750d719b3119e50d7a719
Author: Chris Hoge <[email protected]>
AuthorDate: Tue Aug 25 10:44:40 2020 -0700
Added TVM vision statement to about page (#14)
---
about.md | 5 +++++
1 file changed, 5 insertions(+)
diff --git a/about.md b/about.md
index 3177774..dce6e0b 100644
--- a/about.md
+++ b/about.md
@@ -9,6 +9,10 @@ description: "TVM"
# About Apache (incubating) TVM
+**The vision of the Apache TVM Project is to host a diverse community of
experts and practitioners
+in machine learning, compilers, and systems architecture to build an
accessible, extensible, and
+automated open-source framework that optimizes current and emerging machine
learning models for
+any hardware platform.**
Apache(incubating) TVM is an open deep learning compiler stack for CPUs, GPUs,
and specialized accelerators. It aims to close the gap between the
productivity-focused deep learning frameworks,
and the performance- or efficiency-oriented hardware backends. TVM provides
the following main features:
@@ -27,6 +31,7 @@ TVM provides two level optimizations show in the following
figure.
Computational graph optimization to perform tasks such as high-level operator
fusion, layout transformation, and memory management.
Then a tensor operator optimization and code generation layer that optimizes
tensor operators. More details can be found at the
[techreport](https://arxiv.org/abs/1802.04799).
+
{:center: style="text-align: center"}
{: width="80%"}
{:center}
