Dear Raman,
I will try and search on these forums, but I don't think I completely
understand what you suspect to be the problem here.
Amber18 pmemd.cuda jobs are running fine on this system (just tested one
sample jobs which ran perfectly fine).
I get the same GPU off message with nvidia-smi command, but gpustat command
shows that GPU is being used (88% and 52 oC physical temp).
Did I miss understand the purpose of using nvidia-smi and gpustat commands,
shouldn't they agree at least on the current usage/status of the GPU?
thank you and best regards.
(base) [exx.c107739 build]$ nvidia-smi
Thu Dec 10 18:13:10 2020
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.40 Driver Version: 430.40 CUDA Version: 10.1
|
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr.
ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute
M. |
|===============================+======================+======================|
| 0 GeForce RTX 208... Off | 00000000:02:00.0 On |
N/A |
| 26% 47C P2 205W / 250W | 994MiB / 7981MiB | 88%
Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU
Memory |
| GPU PID Type Process name Usage
|
|=============================================================================|
| 0 1720 G /usr/bin/X
152MiB |
| 0 2557 G /usr/bin/gnome-shell
106MiB |
| 0 3509 G ...6, --gpu-preferences=KAAAAAAAAAAgAAAgAA
186MiB |
| 0 18726 C pmemd.cuda
537MiB |
+-----------------------------------------------------------------------------+
(base) [exx.c107739 build]$ gpustat
c107739 Thu Dec 10 18:13:18 2020 430.40
[0] GeForce RTX 2080 SUPER | 52'C, 88 % | 1000 / 7981 MB | exx(537M)
root(158M) exx(106M) exx(186M)
(base) [exx.c107739 build]$
On Thu, Dec 10, 2020 at 9:29 PM Raman Preet Singh <
ramanpreetsingh.hotmail.com> wrote:
> Did the GPU worked earlier?
>
> I have run into such issues mostly when the OS updates (Ubuntu, in my
> case). There are several ways to address this which you could find under
> CUDA installation directions on NVIDIA website, Quora or other places. You
> may need to try more than one of the methods depending on your system
> configuration (OS, hardware, etc.). However, I often find it to be a
> recurrent issue when fixed by any of these methods and the best option that
> I find in such case is to just remove CUDA Toolkit and the driver. A fresh
> install of CUDA Toolkit with drivers is often the remedy. Nouveau drivers
> will need to be shutdown.
> You may need to recompile Amber once CUDA Toolkit is re-installed.
>
> One thing to note is that if you are using CUDA 10.x or before, you will
> need to compile with gcc 7 or so.
>
> Let me know if you need any further info.
>
> Regards,
> Raman
>
>
>
> Get Outlook for Android<https://aka.ms/ghei36>
>
> ________________________________
> From: Vaibhav Dixit <vaibhavadixit.gmail.com>
> Sent: Thursday, December 10, 2020 1:01:22 PM
> To: AMBER Mailing List <amber.ambermd.org>
> Subject: Re: [AMBER] errors including MPI, OpenM, cuda OFF with run_cmake
> in Amber20
>
> Dear Raman,
> Thanks for quick response.
> No the GPU is off as shown below.
> Will just setting it on fix it?
> If yes, which command should I use for the same?
> Thank you.
>
> (base) [exx.c107739 build]$ nvidia-smi
> Thu Dec 10 16:18:53 2020
>
> +-----------------------------------------------------------------------------+
> | NVIDIA-SMI 430.40 Driver Version: 430.40 CUDA Version: 10.1
> |
>
> |-------------------------------+----------------------+----------------------+
> | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr.
> ECC |
> | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute
> M. |
>
> |===============================+======================+======================|
> | 0 GeForce RTX 208... Off | 00000000:02:00.0 On |
> N/A |
> | 26% 32C P8 14W / 250W | 421MiB / 7981MiB | 1%
> Default |
>
> +-------------------------------+----------------------+----------------------+
>
>
>
> +-----------------------------------------------------------------------------+
> | Processes: GPU
> Memory |
> | GPU PID Type Process name Usage
> |
>
> |=============================================================================|
> | 0 1720 G /usr/bin/X
> 152MiB |
> | 0 2557 G /usr/bin/gnome-shell
> 87MiB |
> | 0 3509 G ...6, --gpu-preferences=KAAAAAAAAAAgAAAgAA
> 179MiB |
>
> +-----------------------------------------------------------------------------+
>
> On Thu, Dec 10, 2020 at 7:58 PM Raman Preet Singh <
> ramanpreetsingh.hotmail.com> wrote:
>
> > Does nvidia-smi show the GPU is running?
> >
> > Get Outlook for Android<https://aka.ms/ghei36>
> >
> > ________________________________
> > From: Vaibhav Dixit <vaibhavadixit.gmail.com>
> > Sent: Thursday, December 10, 2020 12:56:05 PM
> > To: AMBER Mailing List <amber.ambermd.org>
> > Subject: [AMBER] errors including MPI, OpenM, cuda OFF with run_cmake in
> > Amber20
> >
> > Dear All,
> > I'm getting the following message while trying to install GPU version of
> > Amber20.
> > The serial and parallel versions installed as expected without errors
> > (tests passed).
> > The messages show that MPI, OpenMP and CUDA are OFF.
> > Additionally, there are many files that it can't find.
> >
> > I'm using Amber18 on this machine with one RTX2080 installed and supplied
> > by Exxact. Thus I do have /usr/local/cuda/bin in my path but since I'm
> not
> > an expert in GPU installations I can't easily figure out why the default
> > cuda libraries and GPU settings are not working for Amber20.
> > Obviously, the next step "make install and make test.cuda.serial" failed
> > since these are dependent on correct configuration in the run_cmake step
> > (which failed).
> >
> > Can someone please suggest to me, what I need to fix here for a smooth
> > installation?
> > Thank you very much and best regards.
> >
> >
> > (base) [exx.c107739 build]$ ./run_cmake
> > --
> >
> **************************************************************************
> > -- Starting configuration of Amber version 20.0.0...
> > -- CMake Version: 3.19.1
> > -- For how to use this build system, please read this wiki:
> > -- http://ambermd.org/pmwiki/pmwiki.php/Main/CMake
> > -- For a list of important CMake variables, check here:
> > -- http://ambermd.org/pmwiki/pmwiki.php/Main/CMake-Common-Options
> > --
> >
> **************************************************************************
> > -- Amber source found, building AmberTools and Amber
> > -- MPI C Compiler: /usr/local/mpich-3.2.1/bin/mpicc
> > -- MPI CXX Compiler: /usr/local/mpich-3.2.1/bin/mpicxx
> > -- MPI Fortran Compiler: /usr/local/mpich-3.2.1/bin/mpif90
> > -- If these are not the correct MPI wrappers, then set
> > MPI_<language>_COMPILER to the correct wrapper and reconfigure.
> > -- Found and removed RPATH control flags from MPI flags
> > -- Found and removed RPATH control flags from MPI flags
> > -- Found and removed RPATH control flags from MPI flags
> > -- Found and removed RPATH control flags from MPI flags
> > -- Found and removed RPATH control flags from MPI flags
> > -- Found and removed RPATH control flags from MPI flags
> > -- Miniconda is installed in the build directory!
> > -- Found perl make: /usr/bin/make
> > -- Perl modules well be installed to AMBERHOME/lib/perl
> > -- Running updater...
> > -- >>> Preparing to apply updates... please wait.
> > -- >>> No new updates available for AmberTools 20
> > -- >>> No new updates available for Amber 20
> > -- Updater done. If you want to install updates, then set the
> > APPLY_UPDATES variable to true.
> > -- Checking whether to use built-in libraries...
> > -- Could NOT find Readline (missing: READLINE_INCLUDE_DIR
> READLINE_LIBRARY
> > READLINE_IS_LINKABLE)
> > -- Could NOT find Termcap (missing: TERMCAP_LIBRARY TERMCAP_INCLUDE_DIR)
> > -- Cannot use internal readline because its dependency
> > (libtermcap/libtinfo/libncurses) was not found.
> > -- Unable to locate MKL_HOME for your system. To use MKL, set MKL_HOME
> to
> > point to your MKL installation location.
> > CMake Warning (dev) at
> >
> /usr/local/share/cmake-3.19/Modules/FindPackageHandleStandardArgs.cmake:424
> > (message):
> > The package name passed to `find_package_handle_standard_args`
> (OpenMP_C)
> > does not match the name of the calling package (OpenMPFixed). This can
> > lead to problems in calling code that expects `find_package` result
> > variables (e.g., `_FOUND`) to follow a certain pattern.
> > Call Stack (most recent call first):
> > cmake/patched-cmake-modules/FindOpenMPFixed.cmake:408
> > (find_package_handle_standard_args)
> > cmake/hanjianwei/FindMKL.cmake:194 (find_package)
> > cmake/3rdPartyTools.cmake:221 (find_package)
> > CMakeLists.txt:194 (include)
> > This warning is for project developers. Use -Wno-dev to suppress it.
> >
> > CMake Warning (dev) at
> >
> /usr/local/share/cmake-3.19/Modules/FindPackageHandleStandardArgs.cmake:424
> > (message):
> > The package name passed to `find_package_handle_standard_args`
> > (OpenMP_CXX)
> > does not match the name of the calling package (OpenMPFixed). This can
> > lead to problems in calling code that expects `find_package` result
> > variables (e.g., `_FOUND`) to follow a certain pattern.
> > Call Stack (most recent call first):
> > cmake/patched-cmake-modules/FindOpenMPFixed.cmake:408
> > (find_package_handle_standard_args)
> > cmake/hanjianwei/FindMKL.cmake:194 (find_package)
> > cmake/3rdPartyTools.cmake:221 (find_package)
> > CMakeLists.txt:194 (include)
> > This warning is for project developers. Use -Wno-dev to suppress it.
> >
> > CMake Warning (dev) at
> >
> /usr/local/share/cmake-3.19/Modules/FindPackageHandleStandardArgs.cmake:424
> > (message):
> > The package name passed to `find_package_handle_standard_args`
> > (OpenMP_Fortran) does not match the name of the calling package
> > (OpenMPFixed). This can lead to problems in calling code that expects
> > `find_package` result variables (e.g., `_FOUND`) to follow a certain
> > pattern.
> > Call Stack (most recent call first):
> > cmake/patched-cmake-modules/FindOpenMPFixed.cmake:408
> > (find_package_handle_standard_args)
> > cmake/hanjianwei/FindMKL.cmake:194 (find_package)
> > cmake/3rdPartyTools.cmake:221 (find_package)
> > CMakeLists.txt:194 (include)
> > This warning is for project developers. Use -Wno-dev to suppress it.
> >
> > -- Could NOT find MKL (missing: MKL_INTERFACE_LIBRARY
> > MKL_GFORTRAN_INTERFACE_LIBRARY MKL_GNU_THREADING_LIBRARY
> MKL_CORE_LIBRARY)
> > -- Cannot search for FFTW Fortran headers because the serial headers were
> > not found
> > -- Could NOT find FFTW (missing: FFTW_LIBRARY_SERIAL FFTW_WORKS
> > FFTW_INCLUDES_SERIAL FFTW_FORTRAN_WORKS FFTW_LIBRARY_MPI
> FFTW_INCLUDES_MPI
> > FFTW_MPI_WORKS)
> > -- Failed to find NetCDF interface for F77 (NetCDF_INCLUDES_F77 =
> > NetCDF_INCLUDES_F77-NOTFOUND, NetCDF_LIBRARIES_F77 =
> > NetCDF_LIBRARIES_F77-NOTFOUND)
> > -- Failed to find NetCDF interface for F90 (NetCDF_INCLUDES_F90 =
> > NetCDF_INCLUDES_F90-NOTFOUND, NetCDF_LIBRARIES_F90 =
> > NetCDF_LIBRARIES_F90-NOTFOUND)
> > -- Could NOT find NetCDF (missing: NetCDF_C_WORKS NetCDF_LIBRARIES
> > NetCDF_INCLUDES)
> > -- Could NOT find xblas. Please set XBLAS_LIBRARY to point to
> libxblas.a.
> > -- A library with BLAS API not found. Please specify library location.
> > -- LAPACK requires BLAS
> > -- A library with LAPACK API not found. Please specify library location.
> > -- The ARPACK library was not found. Please set ARPACK_LIBRARY to point
> to
> > it. (missing: ARPACK_LIBRARY ARPACK_WORKS)
> > CMake Warning (dev) at
> >
> /usr/local/share/cmake-3.19/Modules/FindPackageHandleStandardArgs.cmake:424
> > (message):
> > The package name passed to `find_package_handle_standard_args`
> > (PnetCDF_C)
> > does not match the name of the calling package (PnetCDF). This can
> lead
> > to
> > problems in calling code that expects `find_package` result variables
> > (e.g., `_FOUND`) to follow a certain pattern.
> > Call Stack (most recent call first):
> > cmake/FindPnetCDF.cmake:273 (find_package_handle_standard_args)
> > cmake/FindPnetCDF.cmake:396 (find_package_component)
> > cmake/3rdPartyTools.cmake:339 (find_package)
> > CMakeLists.txt:194 (include)
> > This warning is for project developers. Use -Wno-dev to suppress it.
> >
> > -- Could NOT find PnetCDF_C (missing: PnetCDF_C_LIBRARY
> > PnetCDF_C_INCLUDE_DIR)
> > -- Could not find some or all of the five main APBS libraries. Please set
> > APBS_GENERIC_LIB, APBS_ROUTINES_LIB,
> > APBS_PMGC_LIB, APBS_MG_LIB, and APBS_MALOC_LIB to point to the correct
> > libraries (missing: APBS_API_LIB APBS_ROUTINES_LIB APBS_MG_LIB
> > APBS_PMGC_LIB APBS_GENERIC_LIB APBS_MALOC_LIB APBS_WORKS APBS_INCLUDES)
> > CMake Warning (dev) at
> >
> /usr/local/share/cmake-3.19/Modules/FindPackageHandleStandardArgs.cmake:424
> > (message):
> > The package name passed to `find_package_handle_standard_args` (JNI)
> does
> > not match the name of the calling package (JNIFixed). This can lead to
> > problems in calling code that expects `find_package` result variables
> > (e.g., `_FOUND`) to follow a certain pattern.
> > Call Stack (most recent call first):
> > cmake/patched-cmake-modules/FindJNIFixed.cmake:323
> > (FIND_PACKAGE_HANDLE_STANDARD_ARGS)
> > cmake/FindPUPIL.cmake:19 (find_package)
> > cmake/3rdPartyTools.cmake:368 (find_package)
> > CMakeLists.txt:194 (include)
> > This warning is for project developers. Use -Wno-dev to suppress it.
> >
> > -- Could NOT find JNI (missing: JAVA_INCLUDE_PATH JAVA_INCLUDE_PATH2
> > JAVA_AWT_INCLUDE_PATH)
> > -- Could not find the Java development libraries, so PUPIL can't be used.
> > (missing: PUPIL_MAIN_LIB PUPIL_BLIND_LIB PUPIL_TIME_LIB)
> > -- Could not find lio. If you want to use it, set LIO_HOME to point to a
> > built lio source directory.
> > -- Could NOT find PLUMED (missing: PLUMED_LIBRARY PLUMED_KERNEL_LIBRARY
> > PLUMED_INCLUDES PLUMED_WORKS) (Required is at least version "2.5")
> > -- Could NOT find Boost (missing: Boost_INCLUDE_DIR thread system
> > program_options iostreams regex timer chrono filesystem graph)
> > -- Could NOT find MBX (missing: MBX_DIR)
> > -- Could not find MBX. To locate it, add its install dir to the prefix
> > path.
> > -- Cannot find PLUMED. You will still be able to load it at runtime. If
> > you want to link it at build time, set PLUMED_ROOT to where you installed
> > it.
> > -- Generating amber source scripts
> > -- Configuring subdirs...
> > -- FFTW: compiler supports stack alignment: TRUE
> > -- Found bash: /usr/bin/bash
> > -- netcdf-fortran: Detected TS29113 support in Fortran compiler
> > -- Reticulating splines...
> >
> > ** (gedit:1471): WARNING **: 16:05:58.932: Error querying file info:
> Error
> > when getting information for file
> > “/home/exx/Downloads/amber20_src/build/config.h.tmp”: No such file or
> > directory
> > If you can't see the following build report, then you need to turn off
> > COLOR_CMAKE_MESSAGES
> > --
> >
> **************************************************************************
> > -- Build Report
> > -- Compiler Flags:
> > -- C No-Opt: -Wall -Wno-unused-function -Wno-unknown-pragmas
> > -Wno-unused-variable -Wno-unused-but-set-variable -O0
> > -- C Optimized: -Wall -Wno-unused-function -Wno-unknown-pragmas
> > -Wno-unused-variable -Wno-unused-but-set-variable -O3 -mtune=native
> > --
> > -- CXX No-Opt: -Wall -Wno-unused-function -Wno-unknown-pragmas
> > -Wno-unused-local-typedefs -Wno-unused-variable
> > -Wno-unused-but-set-variable -O0
> > -- CXX Optimized: -Wall -Wno-unused-function -Wno-unknown-pragmas
> > -Wno-unused-local-typedefs -Wno-unused-variable
> > -Wno-unused-but-set-variable -O3 -mtune=native
> > --
> > -- Fortran No-Opt: -Wall -Wno-tabs -Wno-unused-function
> > -ffree-line-length-none -Wno-unused-dummy-argument -Wno-unused-variable
> -O0
> > -- Fortran Optimized: -Wall -Wno-tabs -Wno-unused-function
> > -ffree-line-length-none -Wno-unused-dummy-argument -Wno-unused-variable
> -O3
> > -mtune=native
> > --
> > -- 3rd Party Libraries
> > -- ---building bundled:
> > -----------------------------------------------------
> > -- blas - for fundamental linear algebra calculations
> > -- lapack - for fundamental linear algebra calculations
> > -- arpack - for fundamental linear algebra calculations
> > -- ucpp - used as a preprocessor for the NAB compiler
> > -- netcdf - for creating trajectory data files
> > -- netcdf-fortran - for creating trajectory data files from Fortran
> > -- fftw - used to do Fourier transforms very quickly
> > -- xblas - used for high-precision linear algebra calculations
> > -- boost - C++ support library
> > -- pnetcdf - used by cpptraj for parallel trajectory output
> > -- ---using installed:
> > ------------------------------------------------------
> > -- zlib - for various compression and decompression tasks
> > -- libbz2 - for bzip2 compression in cpptraj
> > -- libm - for fundamental math routines if they are not contained in the
> C
> > library
> > -- mpi4py - MPI support library for MMPBSA.py
> > -- perlmol - chemistry library used by FEW
> > -- ---disabled: ------------------------------------------------
> > -- c9x-complex - used as a support library on systems that do not have
> C99
> > complex.h support
> > -- readline - used for the console functionality of cpptraj
> > -- lio - used by Sander to run certain QM routines on the GPU
> > -- apbs - used by Sander as an alternate Poisson-Boltzmann equation
> solver
> > -- pupil - used by Sander as an alternate user interface
> > -- plumed - used as an alternate MD backend for Sander
> > -- mkl - alternate implementation of lapack and blas that is tuned for
> > speed
> > -- mbx - computes energies and forces for pmemd with the MB-pol model
> >
> > -- Features:
> >
> >
> > *-- MPI: OFF -- OpenMP: OFF -- CUDA:
> > OFF *
> > -- Build Shared Libraries: ON
> > -- Build GUI Interfaces: ON
> > -- Build Python Programs: ON
> > -- -Python Interpreter: Internal Miniconda (version 3.8)
> > -- Build Perl Programs: ON
> > -- Build configuration: RELEASE
> > -- Target Processor: x86_64
> > -- Build Documentation: OFF
> > -- Sander Variants: normal LES API LES-API MPI LES-MPI
> > -- Install location: /home/exx/Downloads/amber20/
> > -- Installation of Tests: ON
> >
> > -- Compilers:
> > -- C: GNU 4.8.5 (/usr/bin/gcc)
> > -- CXX: GNU 4.8.5 (/usr/bin/g++)
> > -- Fortran: GNU 4.8.5 (/usr/bin/gfortran)
> >
> > -- Building Tools:
> > -- addles amberlite ambpdb antechamber cifparse cphstats cpptraj emil etc
> > few gbnsr6 gem.pmemd leap lib mdgx mm_pbsa mmpbsa_py moft nab ndiff-2.00
> > nfe-umbrella-slice nmode nmr_aux packmol_memgen paramfit parmed pbsa
> > pdb4amber pmemd pymsmt pysander pytraj reduce rism sander saxs sebomd sff
> > sqm xray xtalutil
> >
> > -- NOT Building Tools:
> > -- quick - In-development programs are disabled.
> > -- pymdgx - In-development programs are disabled.
> > -- gpu_utils - Requires CUDA
> > --
> >
> **************************************************************************
> > -- Environment resource files are provided to set the proper environment
> > -- variables to use AMBER and AmberTools. This is required to run any
> > Python
> > -- programs (like MMPBSA.py, ParmEd, MCPB.py, and pytraj)
> > --
> > -- If you use a Bourne shell (e.g., bash, sh, zsh, etc.), source the
> > -- /home/exx/Downloads/amber20//amber.sh file in your shell. Consider
> > adding the line
> > -- test -f /home/exx/Downloads/amber20//amber.sh && source
> > /home/exx/Downloads/amber20//amber.sh
> > -- to your startup file (e.g., ~/.bashrc)
> > --
> > -- If you use a C shell (e.g., csh, tcsh), source the
> > -- /home/exx/Downloads/amber20//amber.csh file in your shell. Consider
> > adding the line
> > -- test -f /home/exx/Downloads/amber20//amber.csh && source
> > /home/exx/Downloads/amber20//amber.csh
> > -- to your startup file (e.g., ~/.cshrc)
> > --
> > -- Amber will be installed to /home/exx/Downloads/amber20/
> > -- Configuring done
> > -- Generating done
> > -- Build files have been written to:
> /home/exx/Downloads/amber20_src/build
> >
> > If the cmake build report looks OK, you should now do the following:
> >
> > make install
> > source /home/exx/Downloads/amber20/amber.sh
> >
> > Consider adding the last line to your login startup script, e.g.
> ~/.bashrc
> >
> > (base) [exx.c107739 build]$
> >
> > --
> >
> > Regards,
> >
> > Dr. Vaibhav A. Dixit,
> >
> > Visiting Scientist at the Manchester Institute of Biotechnology (MIB),
> The
> > University of Manchester, 131 Princess Street, Manchester M1 7DN, UK.
> > AND
> > Assistant Professor,
> > Department of Pharmacy,
> > ▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄
> > Birla Institute of Technology and Sciences Pilani (BITS-Pilani),
> > VidyaVihar Campus, street number 41, Pilani, Rajasthan 333031.
> > India.
> > Phone No. +91 1596 255652, Mob. No. +91-7709129400,
> > Email: vaibhav.dixit.pilani.bits-pilani.ac.in, vaibhavadixit.gmail.com
> > http://www.bits-pilani.ac.in/pilani/vaibhavdixit/profile
> > https://www.linkedin.com/in/vaibhav-dixit-b1a07a39/
> >
> > ORCID ID: https://orcid.org/0000-0003-4015-2941
> >
> > http://scholar.google.co.in/citations?user=X876BKcAAAAJ&hl=en&oi=sra
> >
> > P Please consider the environment before printing this e-mail
> > _______________________________________________
> > AMBER mailing list
> > AMBER.ambermd.org
> > http://lists.ambermd.org/mailman/listinfo/amber
> > _______________________________________________
> > AMBER mailing list
> > AMBER.ambermd.org
> > http://lists.ambermd.org/mailman/listinfo/amber
> >
>
>
> --
>
> Regards,
>
> Dr. Vaibhav A. Dixit,
>
> Visiting Scientist at the Manchester Institute of Biotechnology (MIB), The
> University of Manchester, 131 Princess Street, Manchester M1 7DN, UK.
> AND
> Assistant Professor,
> Department of Pharmacy,
> ▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄
> Birla Institute of Technology and Sciences Pilani (BITS-Pilani),
> VidyaVihar Campus, street number 41, Pilani, Rajasthan 333031.
> India.
> Phone No. +91 1596 255652, Mob. No. +91-7709129400,
> Email: vaibhav.dixit.pilani.bits-pilani.ac.in, vaibhavadixit.gmail.com
> http://www.bits-pilani.ac.in/pilani/vaibhavdixit/profile
> https://www.linkedin.com/in/vaibhav-dixit-b1a07a39/
>
> ORCID ID: https://orcid.org/0000-0003-4015-2941
>
> http://scholar.google.co.in/citations?user=X876BKcAAAAJ&hl=en&oi=sra
>
> P Please consider the environment before printing this e-mail
> _______________________________________________
> AMBER mailing list
> AMBER.ambermd.org
> http://lists.ambermd.org/mailman/listinfo/amber
> _______________________________________________
> AMBER mailing list
> AMBER.ambermd.org
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Regards,
Dr. Vaibhav A. Dixit,
Visiting Scientist at the Manchester Institute of Biotechnology (MIB), The
University of Manchester, 131 Princess Street, Manchester M1 7DN, UK.
AND
Assistant Professor,
Department of Pharmacy,
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Birla Institute of Technology and Sciences Pilani (BITS-Pilani),
VidyaVihar Campus, street number 41, Pilani, Rajasthan 333031.
India.
Phone No. +91 1596 255652, Mob. No. +91-7709129400,
Email: vaibhav.dixit.pilani.bits-pilani.ac.in, vaibhavadixit.gmail.com
http://www.bits-pilani.ac.in/pilani/vaibhavdixit/profile
https://www.linkedin.com/in/vaibhav-dixit-b1a07a39/
ORCID ID: https://orcid.org/0000-0003-4015-2941
http://scholar.google.co.in/citations?user=X876BKcAAAAJ&hl=en&oi=sra
P Please consider the environment before printing this e-mail
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Received on Thu Dec 10 2020 - 05:00:03 PST
