quantized graph • Compiling Pre-quantized models – QNN Dialect • TVM ingests a pre-quantized graph in TFLite or MxNet • Use high-level wrapper ops of QNN dialect© 2019, Amazon Web Services, Inc. or its Affiliates Quantization Relay Int8 Graph Framework Pre-quantized Graph MXNet Parser TF Parser QNN Graph Using QNN Dialect QNN passes Target-independent Relay passes Target-optimized Int8 Relay Graph Intel x86 layout opt© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Outline • QNN Dialect • Design • Operators • Results on Intel Cascade Lake© 2019, Amazon Web Services, Inc. or its

are written in a language called Script-Fu, which is special to GIMP (for those who care, it is a dialect of the Lisp-like language called Scheme). It is also possible to write GIMP scripts in Python or very simple and you will probably not need any documentation to be able to use them. Script-Fu (a dialect of Scheme) isn’t the only scripting language available for GIMP. But Script-Fu is the only scripting

translator_comments, developer_comments Warning: The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

translator_comments, developer_comments Warning The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

translator_comments, developer_comments Warning The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

translator_comments, developer_comments Warning The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

trans- lator_comments, developer_comments Warning: The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

translator_comments, developer_comments Warning: The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

trans- lator_comments, developer_comments Warning: The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results

trans- lator_comments, developer_comments Warning: The CSV format currently automatically detects dialect of the CSV file. In some cases the automatic detection might fail and you will get mixed results