Update master with new experiments

Author: SerodioJ

.gitignore

@@ -1,3 +1,4 @@
+.ipynb_checkpoints
 *.so
 *.o
 *.tar.gz
@@ -7,4 +8,5 @@
 Dockerfile*
 *.log
 __pycache__/
-*.txt
+*.txt
+*.zarr

.gitmodules

@@ -1,6 +0,0 @@
-[submodule "dasf-core"]
-	path = dasf-core
-	url = git@github.com:discovery-unicamp/dasf-core.git
-[submodule "dasf-seismic"]
-	path = dasf-seismic
-	url = git@github.com:discovery-unicamp/dasf-seismic.git

README.md

@@ -99,3 +99,18 @@ python run_experiment_on_scope.py --cpu --gpu --baseline --tvm 1 --jax --sample
 ```
 
 The CLI command presented above runs the CPU (`--cpu`) and GPU (`--gpu`) operatos, for the baselines (`--baseline`), JAX (`--jax`) and TVM operators from Build 1 of the current scope (`--tvm 1`). It will use the sample 1 from the dataset, repeat the measuments 5 times and set OMP_NUM_THREADS to 6. A different Experiment Id can be selected using the `experiment-id` flag.
+
+
+### Running memory profiling experiments
+
+Only MemRay and NsightSystems are installed in the base image, to run `mprof` and `/usr/bin/time` experiments install them with:
+
+```
+pip install memory_profiler
+apt install time
+```
+
+## Third Party software
+This project includes code based on the following projects:
+- [DASF Seismic](https://github.com/discovery-unicamp/dasf-seismic): MIT License
+- [d2geo](https://github.com/dudley-fitzgerald/d2geo): GPL-3.0 license

aux_repo/README.md

@@ -0,0 +1,2 @@
+THIS IS BAD! DON'T DO THIS!!!!!
+I HAD to create a copy of the multiprocessing module to remove the restriction that Daemon processes can't create child processes, otherwise it would be impossible to run torch.compile operators inside a Dask CUDA worker. =(

aux_repo/multiprocessing/__init__.py

@@ -0,0 +1,37 @@
+#
+# Package analogous to 'threading.py' but using processes
+#
+# multiprocessing/__init__.py
+#
+# This package is intended to duplicate the functionality (and much of
+# the API) of threading.py but uses processes instead of threads.  A
+# subpackage 'multiprocessing.dummy' has the same API but is a simple
+# wrapper for 'threading'.
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+import sys
+from . import context
+
+#
+# Copy stuff from default context
+#
+
+__all__ = [x for x in dir(context._default_context) if not x.startswith('_')]
+globals().update((name, getattr(context._default_context, name)) for name in __all__)
+
+#
+# XXX These should not really be documented or public.
+#
+
+SUBDEBUG = 5
+SUBWARNING = 25
+
+#
+# Alias for main module -- will be reset by bootstrapping child processes
+#
+
+if '__main__' in sys.modules:
+    sys.modules['__mp_main__'] = sys.modules['__main__']