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Added Support for Modeling Source and Line Resistances for 1.1.4 Release#98

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coreylammie merged 112 commits intomasterfrom
line_resistance
Sep 21, 2021
Merged

Added Support for Modeling Source and Line Resistances for 1.1.4 Release#98
coreylammie merged 112 commits intomasterfrom
line_resistance

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  • Added support for modeling source and line resistances for passive crossbars/tiles.
  • Added C++ and CUDA bindings for modeling source and line resistances for passive crossbars/tiles*.
  • Added a new MemTorch logo to README.md.
  • Added the set_cuda_malloc_heap_size routine to patched torch.mn modules.
  • Added unit tests for source and line resistance modeling.
  • Updated ReadTheDocs documentation.
  • Transitioned from Gitter to GitHub Discussions for general discussion.

*Note It is strongly suggested to set cuda_malloc_heap_size using m.set_cuda_malloc_heap_size manually when simulating source and line resistances using CUDA bindings.

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codecov bot commented Sep 21, 2021

Codecov Report

Merging #98 (8ed3030) into master (e6825bb) will decrease coverage by 6.23%.
The diff coverage is 32.64%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master      #98      +/-   ##
==========================================
- Coverage   90.76%   84.53%   -6.24%     
==========================================
  Files          54       54              
  Lines        2058     2269     +211     
==========================================
+ Hits         1868     1918      +50     
- Misses        190      351     +161     
Flag Coverage Δ
unittests 84.53% <32.64%> (-6.24%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
...nce_retention_models/empirical_metal_oxide_RRAM.py 100.00% <ø> (ø)
setup.py 0.00% <0.00%> (ø)
memtorch/bh/crossbar/Passive.py 4.37% <4.37%> (ø)
memtorch/mn/Module.py 83.05% <40.00%> (-3.99%) ⬇️
memtorch/bh/crossbar/Tile.py 79.41% <60.71%> (-5.68%) ⬇️
memtorch/mn/Conv1d.py 94.56% <75.00%> (-4.17%) ⬇️
memtorch/mn/Conv2d.py 93.68% <75.00%> (-3.88%) ⬇️
memtorch/mn/Conv3d.py 93.75% <75.00%> (-3.85%) ⬇️
memtorch/mn/Linear.py 91.95% <75.00%> (-4.00%) ⬇️
memtorch/bh/crossbar/Crossbar.py 91.95% <100.00%> (-0.05%) ⬇️
... and 4 more

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@coreylammie coreylammie merged commit 0dfdbe1 into master Sep 21, 2021
@coreylammie coreylammie deleted the line_resistance branch September 21, 2021 10:47
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Interconnect Line Resistances and the Source Resistance Are Not Accounted For

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