feat(atenlib): logarithmic ops; test aten::full

[justinchuby]

Implement logarithmic ops:

log
log10
log1p
log2
logaddexp
logaddexp2
logcumsumexp
logsumexp
logdet
log_sigmoid
xlogy

• Also enable test for aten::full and rename kwargs wranglers to input wrangers.
  -Note: logcumsumexp is not numerically stable, but I will leave the fix as a TODO.

Reference: https://github.com/pytorch/pytorch/pull/36308/files

[codecov]

Codecov Report

Merging #281 (5e141bf) into main (109bf7f) will increase coverage by 0.13%.
The diff coverage is 98.57%.

❗ Current head 5e141bf differs from pull request most recent head 1f4ac4e. Consider uploading reports for the commit 1f4ac4e to get more accurate results

@@            Coverage Diff             @@
##             main     #281      +/-   ##
==========================================
+ Coverage   72.73%   72.87%   +0.13%     
==========================================
  Files          95       97       +2     
  Lines        9176     9330     +154     
==========================================
+ Hits         6674     6799     +125     
- Misses       2502     2531      +29     

Impacted Files	Coverage Δ
onnxscript/function_libs/torch_aten/ops/core.py	61.89% <96.77%> (+1.08%)	⬆️
onnxscript/function_libs/torch_aten/ops/nn.py	56.94% <100.00%> (+0.48%)	⬆️
onnxscript/function_libs/torch_aten/ops/special.py	55.64% <100.00%> (ø)
onnxscript/onnx_opset/__init__.py	98.07% <100.00%> (+0.07%)	⬆️
onnxscript/onnx_opset/_impl/opset19.py	100.00% <100.00%> (ø)
...t/function_libs/torch_aten/ops_correctness_test.py	94.15% <100.00%> (+0.32%)	⬆️
onnxscript/test/converter_test.py	87.07% <0.00%> (-0.23%)	⬇️
onnxscript/autocast.py	98.07% <0.00%> (+1.92%)	⬆️
... and 3 more

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