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| <h1 id="history">History</h1> |
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| <p>TVM began as a research project at the <a href="https://sampl.cs.washington.edu/">SAMPL group</a> of |
| Paul G. Allen School of Computer Science & Engineering, University of Washington. |
| The project is now an effort undergoing incubation at The Apache Software Foundation (ASF), |
| driven by an open source community involving multiple industry and academic institutions |
| under the Apache way.</p> |
| |
| <p>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 <a href="https://arxiv.org/abs/1802.04799">techreport</a>.</p> |
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