Rebase to current master + some minor fixes#4

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jmduarte wants to merge 291 commits intothesps:pynqfrom

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Commits on Sep 28, 2020

Commits on Sep 30, 2020

Support for strategy and ReuseFactor in Conv2D
vloncar
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Commits on Oct 2, 2020

Commits on Oct 3, 2020

Commits on Oct 4, 2020

Restore submodule
vloncar
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Commits on Oct 5, 2020

New streaming implementation of the Dense layer
vloncar
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Commits on Oct 6, 2020

ReuseFactor in streaming BN
vloncar
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Commits on Oct 7, 2020

Commits on Oct 11, 2020

Add numeric_limits so compile() function works
vloncar
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Commits on Oct 12, 2020

Commits on Oct 15, 2020

Commits on Oct 19, 2020

Commits on Oct 20, 2020

Handle no-bias fusing of Dense and BN

vloncar
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thesps
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Stable softmax implementation for io_stream
vloncar
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"Legacy" softmax implementation
vloncar
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Commits on Oct 21, 2020

Commits on Oct 25, 2020

Give the .so file a unique name (fixes library reloading)
vloncar
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Commits on Oct 26, 2020

Commits on Oct 31, 2020

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Commits on Nov 8, 2020

Commits on Nov 10, 2020

Support stride in pointwise conv
vloncar
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Commits on Nov 18, 2020

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Commits on Nov 23, 2020

Commits on Nov 25, 2020

Commits on Nov 27, 2020

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Commits on Dec 4, 2020

Commits on Dec 11, 2020

Merge pull request #220 from vloncar/cnn_stream
thesps
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Commits on Dec 16, 2020

Merge branch 'master' of https://github.com/fastmachinelearning/hls4ml into qk_dev
thesps
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Commits on Dec 17, 2020

Commits on Dec 22, 2020

Commits on Dec 23, 2020

Commits on Jan 5, 2021

Support reading HLSConfig from yml files in tests
vloncar
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Commits on Jan 11, 2021

Commits on Jan 12, 2021

Move contents of sphinx-docs to docs
ngpaladi
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Commits on Jan 14, 2021

Commits on Jan 21, 2021

Commits on Jan 31, 2021

Commits on Feb 5, 2021

Commits on Feb 6, 2021

Commits on Feb 15, 2021

Extra pragmas to resolve II!=RF issues
thesps
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Commits on Feb 17, 2021

Fix 1D pooling
vloncar
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Commits on Feb 20, 2021

Write 'stable' pragma for layer IO arrays when Strategy: Resource
thesps
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Commits on Feb 26, 2021

Commits on Mar 1, 2021

Commits on Mar 2, 2021

Commits on Mar 4, 2021

Commits on Mar 5, 2021

Commits on Mar 8, 2021

Commits on Mar 10, 2021

Updated the reduce function to no longer making unnecessary copies - saving a memory usage of NlogN. Also making the C++ standard compliant
anders-wind
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Commits on Mar 11, 2021

Merge pull request #299 from vloncar/cnn_stream
thesps
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Commits on Mar 15, 2021

Merge pull request #302 from anders-wind/patch-1
thesps
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Commits on Mar 22, 2021

Explicitly copy contents of data to res
vloncar
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Commits on Mar 23, 2021

Commits on Mar 26, 2021

Adding support for QConv2DBatchnorm (#298)
nghielme
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Commits on Mar 30, 2021

Commits on Apr 1, 2021

Commits on Apr 3, 2021

Merge pull request #314 from jmduarte/avg_pool
jmduarte
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Commits on Apr 6, 2021

fix AP_RND,AP_SAT swap
jmduarte
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Commits on Apr 7, 2021

Merge pull request #316 from jmduarte/fix_swap
jmduarte
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Produce separate profiling plots for original and HLS models except for activations
Maksymilian Graczyk
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Commits on Apr 8, 2021

Add activations_hlsmodel() to profiling.py
Maksymilian Graczyk
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Add producing a HLS model activations plot to profiling
Maksymilian Graczyk
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Commits on Apr 9, 2021

Correctly check for resource strategy with lowercase
vloncar
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Commits on Apr 13, 2021

Commits on Apr 14, 2021

Commits on Apr 16, 2021

Replace alternative CPP operators, see issue #297 (#318)
KOVI89alipes
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Update docstrings format for nicer webpage (#296)
thesps
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Add pre-optimization graph copy to HLSModel
Maksymilian Graczyk
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Make profiling return pre- and post-optimization plots
Maksymilian Graczyk
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Commits on Apr 20, 2021

Revert "Add pre-optimization graph copy to HLSModel"
Maksymilian Graczyk
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Make pre-optimisation HLSModel be generated in profiling
Maksymilian Graczyk
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Base weights_keras()'s weight and suffix processing on a map
Maksymilian Graczyk
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Make output dir of generated unoptimized HLSModel random
Maksymilian Graczyk
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Commits on Apr 23, 2021

Move convert_from_config import to inside get_unoptimized_hlsmodel()
Maksymilian Graczyk
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Merge pull request #323 from maksgraczyk/profiling-4-plots
thesps
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Commits on May 4, 2021

Revert accum_t precision set to layer input type

thesps
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vloncar
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Commits on May 6, 2021

Add only-zero data checks and warnings to profiling
Maksymilian Graczyk
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Commits on May 11, 2021

Merge pull request #331 from maksgraczyk/zeroprofdata-fix
thesps
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Commits on May 14, 2021

Add Pynq backend

thesps
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jmduarte
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add pynq for transpose
jmduarte
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[hls4ml/writer/pynq_writer.py] Minor issue with m_axi size variables

Giuseppe Di Guglielmo
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jmduarte
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[hls4ml/templates/vivado/firmware/myproject.h] Well known co-sim issue in Vivado HLS. Fix.

Giuseppe Di Guglielmo
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jmduarte
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update so gmp.h is not needed
jmduarte
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Disable STABLE pragma (#4)

GiuseppeDiGuglielmo
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jmduarte
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broadcast attempt
jmduarte
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stride > kernel size
jmduarte
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support other quantizers in QConv2DBatchnorm
jmduarte
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Special case for a Conv with a single output pixel

vloncar
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jmduarte
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map qkeras quantized_bits(n, m) -> ap_fixed<n,m+1>
jmduarte
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add axi wrapper patches
jmduarte
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fix ap_ufixed interpretation
jmduarte
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add force dsp mult
jmduarte
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