- 07 Jan, 2020 1 commit
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Animesh Jain committed
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- 03 Jan, 2020 1 commit
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Animesh Jain committed
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- 14 Nov, 2019 1 commit
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Animesh Jain committed
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- 02 Oct, 2019 1 commit
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Animesh Jain committed
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- 20 Sep, 2019 1 commit
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Animesh Jain committed
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- 02 Sep, 2019 1 commit
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Animesh Jain committed
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- 30 Aug, 2019 1 commit
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Animesh Jain committed
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- 16 Aug, 2019 1 commit
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* QNN quantize and dequantize operators. * addressing review comments. * addressing review comments. * Adding new line at the end of the file. * Adhering to styling guidelines. * Adding name to contributors. * Fixing lint issue. * Fixing file name. * Removing unnecessary code.
shoubhik committed
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- 08 Aug, 2019 1 commit
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* [Relay] [Quantization] WIP - Common files for the qauntization work. * [Relay] [Quantization] WIP - Prototyping requantize op. * Requantize operator implementation. Requantize converts one quantized tensor representation to another quantized representation. The PR has following implementation features - Requantize operator defined in qnn namespace - relay.qnn.requantize - Lowering of the requantize to exisiting Relay operators - Integer fixed point implementation of requantize - Two rounding modes - FE_UPWARDS (round towards infinity) and FE_AWAY_FROM_ZERO (std::round behavior) - Floating point implementation as well, that can act as reference or can be used for devices when FP32 computation is not used. - Unit test cases Relevant Issue - https://github.com/dmlc/tvm/issues/2351 Credit to TFLite and GemmLowp to provide reference implementations. * Typo and lint fixes. * Doc fix. * Uncommenting the lint script (fixing mistake). * Modifying the unit tests. * Moving C++ files into src/relay/qnn * Moving python files to python/tvm/relay/qnn. Some minor fixes. * Moving the attrs.h inside the include directory. * Pushing files that I forgot earlier. Changing util location. * Incorporating comments. API change. Lint fixes. * Modifying the GetFixedPointMultiplierShift API as per comments. * Forgot the dialect change. * Changing rewrite to qnn_lower. * Renaming Quantize to Qnn for clarity. * Remove use_int_domain. * Incorportaing review comments. * Adding API doc for QNN dialect. * Move the qnn_lower pass to transform namespace. * Moving from expr to module. Adding namespace in C++. * Minor sentence rewrites. Added qnn namespace. * Added the API doc. * Chanding default out_dtype to int8. Adding a test with in/out_dtype as uint8. * Style fixes. Better error messages. * Adding documentation. * More documentation fixes. * Adding out dtype check for requantize. * Adding corner case for FP32 to fixed point conversion. * Adding extra line. * Documentation fix. * Adding static inline. * Incorporating jackwish comment. Removed idtype from requantize lowering. * Removing Quantize/Dequantize code. Restricting Requantize to (u)int8/int32. * Style fixes. * Fix the docs. * Move to Legalize API.
Animesh Jain committed
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