Add HVX quant conv2d implementation ( #13256).

Enable int64 biases for int16 quantized operators ( #12042).

Support conversion of add/mul to requantize where possible ( #12887).

Transpose fully connected weights ( #12970).

Inline non-compute-intensive partitions ( #13092).

Throw error message when inference fails ( #13022).

Consolidate target string usage ( #13159).

Fix empty code blocks in tutorials ( #13188).

Refactor timezone script and NRF installation ( #13342).

refine AMP and the corresponding tests for bfloat16 ( #12787).

Support for int16 in fully connected layer ( #13484).

Enable int8 data type in pooling operators ( #13488).

Add package-lock.json to git ( #13505).

Read docker image tags during CI runs ( #13572).

Allow usage of ECR images in PRs ( #13590).

Lint for trailing newlines and spaces ( #13058).

Ignore JUnit upload failures ( #13142).

Assert some tests are not skipped in the CI ( #12915).

Separate the ci scripts into Github and Jenkins scripts ( #13368).

Dis-allow any non-S3 URLs in CI ( #13283).

Split Jenkinsfile into platform-specific jobs ( #13300).

Introducing multi_filter into ConfigSpace autotvm ( #12545).

Fixed dtype conversion in the arm_cpu injective schedule ( #13417).

Optional rewriting and simplification into AND of ORs ( #12972).

Add internal NarrowPredicateExpression utility ( #13041).

Sanitize input/output name in runtime ( #13046).

Add CreateFunctionMetadata analysis pass ( #13095).

Add CreateExecutorMetadata analysis pass ( #13250).

Docker infra for Adreno target with CLML support ( #12833).

Adapt reduction schedule for adreno ( #13100).

Fix mem_scope annotations for prim funcs having several heads ( #13153).

Add documentation for Adreno deployment ( #13393).

Please visit the full listing of commits for a complete view: v0.10.0.v0.11.0. Note that this list is not comprehensive of all PRs and discussions since v0.10.

CodeGenAArch64 backend with Scalable Vector Extension (SVE) #94 04b9909.

These RFCs have been merged in apache/tvm-rfcs since the last release.

Lots of progress wiht TVMScript, with the introduction of a core parser, AST, Evaluator, Source and diagnosticsĪnd many other general improvements to microTVM, code quality, CI, frontends, and more! Please visit the full listing of commits for a complete view: v0.10.0.v0.11.0.

Tuning API improvements and anchor-block tuning.

The TVM community has worked since the v0.10.0 release to deliver the following new exciting improvements!

Tvmc download g drive