ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
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Published by shahmoradi 6 months ago
Major
This is a significant revision of the original ParaMonte 1 library toward the full release of the new ParaMonte 2 library.
Compiler Compatibility
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 10.3 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 2021.8.0 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Published by fagheri 7 months ago
Major
This is a significant revision of the original ParaMonte 1 library toward the full release of the new ParaMonte 2 library.
Compiler Compatibility
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 10.3 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 2021.8.0 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Published by shahmoradi 8 months ago
Minor Enhancements
This is a very minor, minimal final release of the original ParaMonte library before the impending new ParaMonte 2 library release.
Compiler Compatibility
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 8.4 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 19.1.1 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Compiler / MPI library used for this binary release
Published by shahmoradi almost 4 years ago
Minor Enhancements
This is a minor enhancement release, but is a major step toward
further portability of the ParaMonte library. All ParaMonte kernel
library dependencies are now properly handled and recognized at runtime
without such aggressive actions as permanently redefining the environmental
path variables, most importantly, PATH
and LD_LIBRARY_PATH
on Linux/macOS.
The ParaMonte kernel routines are now capable of handling user-input
file paths that contain white-space (blank) or other exotic characters.
The Bash build script for the ParaMonte C/C++/Fortran examples can now handle
file paths that contain white-space (blank) or other exotic characters.
The shared (dynamic) library file naming convention is now changed from
using "dynamic" in the file name to using "shared" in the file name.
Typo-fixes in the documentation of the library.
Compiler Compatibility
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 8.4 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 19.1.1 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Compiler / MPI library used for this binary release
Published by shahmoradi almost 4 years ago
Major Enhancements
testing
builds are now removed from the ParaMonte release page as this build is mostly useful for development purposes.multiChain
parallelism mode, is now resolved.Minor Enhancements
build.sh
and build.bat
.heap
memory allocation with dynamic
library buildsstack
memory allocation results instack
memory allocation by specifying the appropriate build flags withinstall.sh
on Unix or install.bat
script on Windows systems. For further information,Compiler Compatibility
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 8.4 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 19.1.1 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Compiler / MPI library used for this binary release
Published by shahmoradi almost 4 years ago
Enhancements
build.sh
and build.bat
Compiler support
Compiler Suite | Windows (64bit) | Linux | macOS |
---|---|---|---|
GNU Compiler Collection > 7.0 | ✅ | ✅ | ✅ |
Intel Parallel Studio > 18.0.0 | ✅ | ✅ | ✅ |
Microsoft C/C++ Compiler > 16.0.0 | ✅ | ❌ | ❌ |
Compiler / MPI library used for this binary release
Published by shahmoradi almost 4 years ago
Enhancements
The IO debugging info of all ParaMonte samplers have been enhanced.
In cases of wrong syntax or syntax-breaking input values in the simulation
output files, the error messages are now more informative and point directly
to the exact location of of error in the input file.
The Integrated Autocorrelation (IAC) for sample refinement in ParaDRAM
sampler of ParaMonte is now set to the average of all variables' IAC values
instead of the maximum IAC value. This will lead to less aggressive decorrelation
of the final sample, which means significantly larger final sample sizes, without
compromising the i.i.d. property of the final refined sample. This behavior can
be reversed back to the original by specifying "max" or "maximum" along with
the requested refinement method, SampleRefinementMethod = "batchmeans max"
or SampleRefinementMethod = "BatchMeans-max"
(case-insensitive).
Compiler support
Compiler Suite | Linux | macOS | Windows (64bit) |
---|---|---|---|
GNU Compiler Collection > 7.1 | ✓ | ✓ | ✗ |
Intel Parallel Studio > 18.0.0 | ✓ | ✓ | ✓ |
Compiler / MPI library used for this binary release
Published by shahmoradi about 4 years ago
Enhancements
overwriteRequested
hasCompiler support
Compiler / MPI library used for this binary release
Published by shahmoradi about 4 years ago
Version 1.2.0 -- September 22, 2020
Enhancements
The post-processing report in the output report file
of ParaDRAM simulation has been significantly improved:
The ParaDRAM restart output file in ASCII mode now contains all
proposal updates, including the first user-specified proposal specs.
All parallel simulations now avoid the unnecessary creation of
temporary files by all processors for System and OS operations.
This is particularly important for large-scale parallel simulations.
As a side effect, this will also potentially improve the runtime
performances of the simulation.
Major enhancements has been made to the parallel simulation
performance analysis reported in the post-processing section
of the ParaDRAM simulation output _report.txt
files.
The ParaMonte C/C++ build processes are now separate from each other.
Bug fixes
Compiler support
Compiler / MPI library used for this binary release
Published by shahmoradi over 4 years ago
New features
Enhancements
Bug fixes
Compiler support
Compiler / MPI library used for this binary release
For more information on the usage, visit cdslab.org/paramonte/notes/installation/readme/
Published by shahmoradi over 4 years ago
For more information on the usage, visit cdslab.org/paramonte/notes/installation/readme/