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Quantization #2

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Quantization #2

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Commits on Sep 18, 2020

  1. hacky version of quantize pass implemented

    Lily Orth-Smith authored and Lily Orth-Smith committed Sep 18, 2020
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  2. quantize / dequantize instead of casting

    @electriclilies
    electriclilies committed Sep 18, 2020
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Commits on Sep 21, 2020

  1. more updates

    @electriclilies
    electriclilies committed Sep 21, 2020
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  2. Add preprocessing.

    @jwfromm
    jwfromm committed Sep 21, 2020
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Commits on Sep 22, 2020

  1. start of requantize pass

    @electriclilies
    electriclilies committed Sep 22, 2020
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  2. requantize pass runs

    @electriclilies
    electriclilies committed Sep 22, 2020
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Commits on Sep 24, 2020

  1. requantize after conv2d in most cases

    @electriclilies
    electriclilies committed Sep 24, 2020
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  2. some notes to self

    @electriclilies
    electriclilies committed Sep 24, 2020
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  3. testing maxpool no option

    @electriclilies
    electriclilies committed Sep 24, 2020
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Commits on Sep 29, 2020

  1. added skipping layers and quantization of dense operator

    @electriclilies
    electriclilies committed Sep 29, 2020
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Commits on Sep 30, 2020

  1. added variables for scale, zp, and skip_layers

    @electriclilies
    electriclilies committed Sep 30, 2020
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Commits on Oct 2, 2020

  1. some stuff

    @electriclilies
    electriclilies committed Oct 2, 2020
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Commits on Oct 5, 2020

  1. first attempt at calibration_map for conv2d

    @electriclilies
    electriclilies committed Oct 5, 2020
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  2. remove node_map

    @electriclilies
    electriclilies committed Oct 5, 2020
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Commits on Oct 6, 2020

  1. attempt at global calibration pass with Let

    @electriclilies
    electriclilies committed Oct 6, 2020
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Commits on Oct 8, 2020

  1. global calibration runs!

    @electriclilies
    electriclilies committed Oct 8, 2020
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  2. remove prints

    @electriclilies
    electriclilies committed Oct 8, 2020
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Commits on Oct 12, 2020

  1. test script compares global calibration to unquantized

    @electriclilies
    electriclilies committed Oct 12, 2020
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Commits on Oct 13, 2020

  1. calibration pass in progress, pad bug

    @electriclilies
    electriclilies committed Oct 13, 2020
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Commits on Oct 14, 2020

  1. subgraphs run!

    @electriclilies
    electriclilies committed Oct 14, 2020
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  2. separate quantization for weights and activation

    @electriclilies
    electriclilies committed Oct 14, 2020
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Commits on Oct 20, 2020

  1. refactor calibration_map

    Lily Orth-Smith authored and Lily Orth-Smith committed Oct 20, 2020
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  2. merge with main

    @electriclilies
    electriclilies committed Oct 20, 2020
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  3. change calibration_callback

    @electriclilies
    electriclilies committed Oct 20, 2020
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Commits on Oct 21, 2020

  1. cleaning up code

    @electriclilies
    electriclilies committed Oct 21, 2020
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  2. add is_weight util

    @electriclilies
    electriclilies committed Oct 21, 2020
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Commits on Oct 22, 2020

  1. unit testing

    @electriclilies
    electriclilies committed Oct 22, 2020
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  2. Merge remote-tracking branch 'upstream/main' into quantization

    @electriclilies
    electriclilies committed Oct 22, 2020
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Commits on Oct 23, 2020

  1. add more testing for quantization

    @electriclilies
    electriclilies committed Oct 23, 2020
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  2. debugging bind_params_by_name

    @electriclilies
    electriclilies committed Oct 23, 2020
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Commits on Oct 26, 2020

  1. fix calibration callback bug

    @electriclilies
    electriclilies committed Oct 26, 2020
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  2. change calibration_callback to return a dictionary

    @electriclilies
    electriclilies committed Oct 26, 2020
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Commits on Oct 29, 2020

  1. first attempt at kl_divergence

    @electriclilies
    electriclilies committed Oct 29, 2020
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  2. forgot some files

    @electriclilies
    electriclilies committed Oct 29, 2020
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Commits on Nov 2, 2020

  1. average mean calibration runs

    @electriclilies
    electriclilies committed Nov 2, 2020
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  2. change qnn.add to add and qnn.mul to multiply

    @electriclilies
    electriclilies committed Nov 2, 2020
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  3. changes to turn subgraph_fn to subgraph_mod

    @electriclilies
    electriclilies committed Nov 2, 2020
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  4. Merge remote-tracking branch 'upstream/main' into quantization

    @electriclilies
    electriclilies committed Nov 2, 2020
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  5. fix bad merge

    @electriclilies
    electriclilies committed Nov 2, 2020
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Commits on Nov 4, 2020

  1. some debug statements

    @electriclilies
    electriclilies committed Nov 4, 2020
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  2. Merge remote-tracking branch 'upstream/main' into quantization

    @electriclilies
    electriclilies committed Nov 4, 2020
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  3. add dynamic dequantize

    @electriclilies
    electriclilies committed Nov 4, 2020
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  4. register quantize and dequantize as opaque

    @electriclilies
    electriclilies committed Nov 4, 2020
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  5. make tests better

    @electriclilies
    electriclilies committed Nov 4, 2020
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  6. black

    @electriclilies
    electriclilies committed Nov 4, 2020
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  7. remove main fn

    @electriclilies
    electriclilies committed Nov 4, 2020
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  8. fix black again

    @electriclilies
    electriclilies committed Nov 4, 2020
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  9. Merge branch 'dequantize_expr_scale' into quantization

    @electriclilies
    electriclilies committed Nov 4, 2020
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  10. _average_mean_calibration is fastgit status!

    @electriclilies
    electriclilies committed Nov 4, 2020
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Commits on Nov 5, 2020

  1. remove warning message

    @electriclilies
    electriclilies committed Nov 5, 2020
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  2. move tests

    @electriclilies
    electriclilies committed Nov 5, 2020
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  3. fix import

    @electriclilies
    electriclilies committed Nov 5, 2020
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  4. fix import again

    @electriclilies
    electriclilies committed Nov 5, 2020
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  5. try again

    @electriclilies
    electriclilies committed Nov 5, 2020
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  6. Merge branch 'dequantize_expr_scale' into quantization

    @electriclilies
    electriclilies committed Nov 5, 2020
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  7. import run_infer_type

    @electriclilies
    electriclilies committed Nov 5, 2020
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  8. fix import again

    @electriclilies
    electriclilies committed Nov 5, 2020
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  9. fix import

    @electriclilies
    electriclilies committed Nov 5, 2020
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  10. Merge branch 'dequantize_expr_scale' into quantization

    @electriclilies
    electriclilies committed Nov 5, 2020
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  11. fix add/mul unit tests

    @electriclilies
    electriclilies committed Nov 5, 2020
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Commits on Nov 9, 2020

  1. small updates

    @electriclilies
    electriclilies committed Nov 9, 2020
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  2. trying to find bug

    @electriclilies
    electriclilies committed Nov 9, 2020
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Commits on Nov 16, 2020

  1. merge and refactor

    @electriclilies
    electriclilies committed Nov 16, 2020
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  2. Assign type to scale, zp if channelwise

    @electriclilies
    electriclilies committed Nov 16, 2020
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Commits on Nov 19, 2020

  1. calibration inputs don't require names, some requantize

    @electriclilies
    electriclilies committed Nov 19, 2020
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  2. clean up prints

    @electriclilies
    electriclilies committed Nov 19, 2020
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  3. push onnx file for matt

    @electriclilies
    electriclilies committed Nov 19, 2020
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  4. Fix pattern matcher bug

    @electriclilies
    electriclilies committed Nov 19, 2020
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Commits on Nov 20, 2020

  1. first attempt at requantizer

    @electriclilies
    electriclilies committed Nov 20, 2020
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  2. add cifar model

    @electriclilies
    electriclilies committed Nov 20, 2020
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Commits on Nov 24, 2020

  1. most of requantize working, except resnets

    @electriclilies
    electriclilies committed Nov 24, 2020
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Commits on Dec 2, 2020

  1. trying to get requantize to work with resnets

    @electriclilies
    electriclilies committed Dec 2, 2020
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Commits on Dec 3, 2020

  1. not working! :(

    @electriclilies
    electriclilies committed Dec 3, 2020
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Commits on Dec 7, 2020

  1. allow pattern matcher to optionally rewrite overlapping patterns

    mbrookhart committed Dec 7, 2020
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  2. Merge pull request #1 from electriclilies/lily/quantization 

    allow pattern matcher to optionally rewrite overlapping patterns
    Lily Orth-Smith authored Dec 7, 2020
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  3. update demo

    @electriclilies
    electriclilies committed Dec 7, 2020
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  4. Merge branch 'quantization' of github.com:electriclilies/incubator-tv… 

    …m into quantization
    @electriclilies
    electriclilies committed Dec 7, 2020
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Commits on Dec 11, 2020

  1. let qnn support int32s, quantized BERT builds!

    @electriclilies
    electriclilies committed Dec 11, 2020
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  2. merge w/ main

    @electriclilies
    electriclilies committed Dec 11, 2020
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Commits on Dec 14, 2020

  1. remove prints

    @electriclilies
    electriclilies committed Dec 14, 2020
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Commits on Dec 15, 2020

  1. added relay node and attrs to calibration map

    @electriclilies
    electriclilies committed Dec 15, 2020
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Commits on Dec 17, 2020

  1. per channel quantization works now!

    @electriclilies
    electriclilies committed Dec 17, 2020
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Commits on Dec 18, 2020

  1. per channel quantization mostly working

    @electriclilies
    electriclilies committed Dec 18, 2020
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Commits on Jan 4, 2021

  1. good progress on C++ version of quantization

    @electriclilies
    electriclilies committed Jan 4, 2021
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Commits on Jan 5, 2021

  1. more progress on c++ quantization

    @electriclilies
    electriclilies committed Jan 5, 2021
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  2. merge main in

    @electriclilies
    electriclilies committed Jan 5, 2021
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Commits on Jan 7, 2021

  1. most of C++ implemented!

    @electriclilies
    electriclilies committed Jan 7, 2021
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Commits on Jan 8, 2021

  1. C++ done

    @electriclilies
    electriclilies committed Jan 8, 2021
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Commits on Jan 12, 2021

  1. new quantizer and calibrater

    @electriclilies
    electriclilies committed Jan 12, 2021
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  2. add more calibrater and dont add scale/zps to partitioned func args i… 

    …f they're exprs
    @electriclilies
    electriclilies committed Jan 12, 2021
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Commits on Jan 14, 2021

  1. AverageMeanCalibrater and rearranging files

    @electriclilies
    electriclilies committed Jan 14, 2021
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  2. AverageMeanQuantize demo works

    @electriclilies
    electriclilies committed Jan 14, 2021
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Commits on Jan 25, 2021

  1. skip layers and per channel avg mean quantize

    @electriclilies
    electriclilies committed Jan 25, 2021
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  2. requantize debugging

    @electriclilies
    electriclilies committed Jan 25, 2021
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  3. fix reshape

    @electriclilies
    electriclilies committed Jan 25, 2021
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  4. requantize working on resnet18 now

    @electriclilies
    electriclilies committed Jan 25, 2021
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Commits on Jan 27, 2021

  1. moved new_quantize to relay.transform.quantize

    @electriclilies
    electriclilies committed Jan 27, 2021
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  2. moving to relay.transform.quantize

    @electriclilies
    electriclilies committed Jan 27, 2021
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  3. Added checks to requantizer

    @electriclilies
    electriclilies committed Jan 27, 2021
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  4. changed tolerance

    @electriclilies
    electriclilies committed Jan 27, 2021
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Commits on Jan 28, 2021

  1. cleaning some things up

    @electriclilies
    electriclilies committed Jan 28, 2021
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Commits on Jan 29, 2021

  1. add proper pass, try to add VM

    @electriclilies
    electriclilies committed Jan 29, 2021
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  2. remove vm

    @electriclilies
    electriclilies committed Jan 29, 2021
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Commits on Feb 2, 2021

  1. lots of little bugs, tests

    @electriclilies
    electriclilies committed Feb 2, 2021
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  2. merged with main, allow poverlap in pattern groups

    @electriclilies
    electriclilies committed Feb 2, 2021
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  3. fix some lint

    @electriclilies
    electriclilies committed Feb 2, 2021
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  4. Update test_op_qnn_dequantize.py

    Lily Orth-Smith authored Feb 2, 2021
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Commits on Feb 3, 2021

  1. lint and docstrings

    @electriclilies
    electriclilies committed Feb 3, 2021
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  2. Merge branch 'quantization' of github.com:electriclilies/incubator-tv… 

    …m into quantization
    @electriclilies
    electriclilies committed Feb 3, 2021
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  3. adding docs and lint

    @electriclilies
    electriclilies committed Feb 3, 2021
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Commits on Feb 4, 2021

  1. run black and clang, add docs

    @electriclilies
    electriclilies committed Feb 4, 2021
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  2. lint + more doc strings

    @electriclilies
    electriclilies committed Feb 4, 2021
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  3. fix spelling of calibrator

    @electriclilies
    electriclilies committed Feb 4, 2021
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Commits on Feb 5, 2021

  1. cleaning up code

    @electriclilies
    electriclilies committed Feb 5, 2021
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  2. black

    @electriclilies
    electriclilies committed Feb 5, 2021
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  3. finish quantize and calibrate tests, more docs

    @electriclilies
    electriclilies committed Feb 5, 2021
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Commits on Feb 9, 2021

  1. problem with average max quantize??

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    electriclilies committed Feb 9, 2021
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Commits on Feb 11, 2021

  1. move dataset manager and add DenseBiasAddPattern

    @electriclilies
    electriclilies committed Feb 11, 2021
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  2. fix imports

    @electriclilies
    electriclilies committed Feb 11, 2021
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Commits on Feb 12, 2021

  1. fix bias add

    @electriclilies
    electriclilies committed Feb 12, 2021
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Commits on Feb 16, 2021

  1. tutorials

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    electriclilies committed Feb 16, 2021
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Commits on Feb 17, 2021

  1. requantizer tests

    @electriclilies
    electriclilies committed Feb 17, 2021
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  2. more tests, fixing bugs in tests

    @electriclilies
    electriclilies committed Feb 17, 2021
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Commits on Feb 18, 2021

  1. test relay pass:

    @electriclilies
    electriclilies committed Feb 18, 2021
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