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Please leave any comments or edit this issue directly to adjust the release notes! Also see the rc0 vote thread in #13026.
Introduction
The TVM community has worked since the v0.9 release to deliver the following new exciting improvments!
Metaschedule
Software pipelining and padding for irregular shapes for auto tensorization
Stabilized and polished user-interfaces (e.g. database changes, tune_relay)
A new MLP-based cost model
TIR
New schedule primitive for PadEinsum
A new TIR node: DeclBuffer
INT8 Intrinsics for TensorCores for CUDA!
microTVM
Improved schedule primitives for ARM v8-m ISA
And many other general improvements to code quality, TVMScript, and more! Please visit the full listing of commits for a complete view: v0.9.0...v0.10.0rc0.
RFCs
These RFCs have been merged in apache/tvm-rfcs since the last release.
Note that this list is not comprehensive of all PRs and discussions since v0.9. Please visit the full listing of commits for a complete view: v0.9.0...v0.10.0rc0.
Please leave any comments or edit this issue directly to adjust the release notes! Also see the rc0 vote thread in #13026.
Introduction
The TVM community has worked since the v0.9 release to deliver the following new exciting improvments!
database
changes,tune_relay
)PadEinsum
DeclBuffer
And many other general improvements to code quality, TVMScript, and more! Please visit the full listing of commits for a complete view: v0.9.0...v0.10.0rc0.
RFCs
These RFCs have been merged in apache/tvm-rfcs since the last release.
3345cc1
)e8a2d8b
)1ab898d
)ffbf686
)78423c5
)831d702
)aecb219
)ca695fe
)22d1d11
)What's Changed
Note that this list is not comprehensive of all PRs and discussions since v0.9. Please visit the full listing of commits for a complete view: v0.9.0...v0.10.0rc0.
RELAY
FRONTEND
TIR
Schedule.work_on
#11999METASCHEDULE
check_trace
tocheck_sketch
#12764Union
andOrderedUnion
in Database #12628ScheduleFnDatabase
#12626Database
with-able #12520TVMSCRIPT
Stmt
#12831Stmt
#12830Block
#12815Axis
#12808For
#12786PrimFunc
#12755Block
#12748PrimFunc
#12745IRModule
#12694MICROTVM
BYOC
ETHOSN
HEXAGON
CI / TESTING
OTHER
tune_relay
scripts #12685, [AutoTVM] Add support for text buffers to ApplyHistoryBest #12521The text was updated successfully, but these errors were encountered: