1. 30 Aug, 2019 1 commit
  2. 08 Aug, 2019 1 commit
    • [QNN] Requantize operator (#3531) · a78adbd5
      * [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
  3. 08 Apr, 2019 1 commit
    • [HEADER] Add Header to Comply with ASF Release Policy (#2982) · cffb4fba
      * [HEADER] ASF header dir=include
      
      * [HEADER] ASF Header dir=src
      
      * [HEADER] ASF Header -dir=python
      
      * [HEADER] ASF header dir=topi
      
      * [HEADER] ASF Header dir=nnvm
      
      * [HEADER] ASF Header -dir=tutorials
      
      * [HEADER] ASF Header dir=tests
      
      * [HEADER] ASF Header -dir=docker
      
      * fix whitespace
      
      * [HEADER] ASF Header -dir=jvm
      
      * [HEADER] ASF Header -dir=web
      
      * [HEADER] ASF Header --dir=apps
      
      * [HEADER] ASF Header --dir=vta
      
      * [HEADER] ASF Header -dir=go
      
      * temp
      
      * [HEADER] ASF Header --dir=rust
      
      * [HEADER] Add ASF Header --dir=cmake
      
      * [HEADER] ASF Header --dir=docs
      
      * [HEADER] Header for Jenkinsfile
      
      * [HEADER] ASF Header to toml and md
      
      * [HEADER] ASF Header to gradle
      
      * Finalize rat cleanup
      
      * Fix permission
      
      * Fix java test
      
      * temporary remove nnvm onnx test
      Tianqi Chen committed
  4. 11 Jan, 2019 1 commit
  5. 08 Jul, 2018 1 commit
  6. 12 May, 2018 1 commit
  7. 08 Mar, 2018 1 commit