sdalvi-quic opened a new pull request, #15614: URL: https://github.com/apache/tvm/pull/15614
**Motivation** : Unary ops calculate the value during runtime which is costly. Since we are handling quantized data hence, it is better to pre compute the value during compile time (for 0 -256 value) and store in a Look Up Table which is accessed during the runtime. **Implementation** : This pass generates the Look Up Table for each unary op during compile time. It iterates over the original graph and replaces the unary ops call node, (example tanh, sqrt) to a call node that accesses a Look Up Table corresponding to the unary op, and return the value. **Testing** : The test_take checks for both value correctness and structural correctness of the output generated after the pass. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
