Towards the exascale QUANTUM ESPRESSO

Pagina creata da Lorenzo Rossetti
 
CONTINUA A LEGGERE
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO
towards the exascale
Stefano Baroni
Scuola Internazionale di Studi Superiori ed Avanzati, Trieste

                                                           MAX “Materials Design at the Exascale”, has received funding from the European Union’s
                                                           Horizon 2020 project call H2020-INFRAEDI-2018-1, grant agreement 824143
Towards the exascale QUANTUM ESPRESSO
what is QUANTUM ESPRESSO

      QUANTUM ESPRESSO is the prime open-source suite of
      codes for quantum mechanical materials modelling,
      based on DFT, plane waves, and pseudo-potentials
Towards the exascale QUANTUM ESPRESSO
what is QUANTUM ESPRESSO

      QUANTUM ESPRESSO is the prime open-source suite of
      codes for quantum mechanical materials modelling,
      based on DFT, plane waves, and pseudo-potentials

                             • innovation — QE is the workbench of many methodological
                               innovations in electronic-structure theory (CP, DFPT, tdDFPT, … )
  the defining features of   • portability — QE is available on many different hardware
  QUANTUM ESPRESSO are:        architectures and operating systems
                             • performance — QE is extremely effective on a broad array of
                               systems, ranging from laptops to supercomputers
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO: the impact
          1,800+ active users
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO: the impact
          1,800+ active users                                                                            2,000+ citations/year
                                IOP PUBLISHING                                              IOP PUBLISHING                                  JOURNAL OF PHYSICS: CONDENSED MATTER                 JOURNAL OF
                                J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)           J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)   doi:10.1088/0953-8984/21/39/395502                  doi:10.1

                                QUANTUM ESPRESSO:   QE amanifesto
                                                 QUANTUM modular   and a modular a
                                                            ESPRESSO:
                                open-source software  project for
                                                 open-source      quantum
                                                               software project for qu
                                simulations of materials
                                                 simulations of materials
                                Paolo Giannozzi1,2 , Stefano Baroni1,3 , Nicola
                                                                            Paolo  Bonini  4
                                                                                             ,
                                                                                      Giannozzi    1 ,2
                                                                                                        , Stefano Baroni1,3 , Nicola Bonini4 ,
                                Matteo Calandra5 , Roberto Car6 , Carlo Cavazzoni        7 ,8
                                                                            Matteo Calandra   ,      5
                                                                                                       , Roberto Car6 , Carlo Cavazzoni7,8,
                                Davide Ceresoli4 , Guido L Chiarotti9 , Matteo
                                                                            Davide     Ceresoli104 , Guido L Chiarotti9 , Matteo Cococcioni10 ,
                                                                                    Cococcioni
                                Ismaila Dabo11 , Andrea Dal Corso1,3 , Stefano
                                                                            Ismaila de Gironcoli   1 ,3
                                                                                       Dabo11 , Andrea  ,      Dal Corso1,3 , Stefano de Gironcoli1,3 ,
                                Stefano Fabris1,3 , Guido Fratesi12, Ralph Gebauer      1,13
                                                                            Stefano Fabris    , 1,3 , Guido Fratesi12, Ralph Gebauer1,13,
                                Uwe Gerstmann14, Christos Gougoussis5 , Uwe Anton     Kokalj1,1514
                                                                                     Gerstmann     , , Christos Gougoussis5 , Anton Kokalj1,15 ,
                                Michele Lazzeri5 , Layla Martin-Samos1, Nicola
                                                                            Michele   Marzari
                                                                                        Lazzeri 4 5
                                                                                                 , , Layla Martin-Samos1, Nicola Marzari4,
                                Francesco Mauri5 , Riccardo Mazzarello16Francesco           Mauri35,9,,Riccardo Mazzarello16 , Stefano Paolini3,9 ,
                                                                            , Stefano Paolini
                                Alfredo Pasquarello17,18, Lorenzo PaulattoAlfredo
                                                                             1 ,3
                                                                                  , Carlo   Sbraccia1,†17,,18, Lorenzo Paulatto1,3 , Carlo Sbraccia1,†,
                                                                                        Pasquarello
                                Sandro Scandolo1,13, Gabriele Sclauzero1,3Sandro       Seitsonen15,,13, Gabriele Sclauzero1,3, Ari P Seitsonen5,
                                                                             , Ari P Scandolo
                                Alexander Smogunov13 , Paolo Umari1 andAlexander Smogunov13 , Paolo Umari1 and
                                Renata M Wentzcovitch10,19                  Renata M Wentzcovitch10,19
                                1
                                  CNR-INFM Democritos National Simulation Center, 34100      1 Trieste, Italy
                                                                                               CNR-INFM Democritos National Simulation Center, 34100 Trieste, Italy
                                2
                                  Dipartimento di Fisica, Università degli Studi di Udine, viaDipartimento
                                                                                             2  delle Scienzedi 208,  33100
                                                                                                                  Fisica,     Udine, degli Studi di Udine, via delle Scienze 208, 33100 Udine,
                                                                                                                           Università
                                Italy                                                        Italy
                                3
                                  SISSA—Scuola Internazionale Superiore di Studi Avanzati,   3 via Beirut 2-4, 34151 Trieste
                                                                                               SISSA—Scuola Internazionale Superiore di Studi Avanzati, via Beirut 2-4, 34151 Trieste
                                Grignano, Italy                                              Grignano, Italy
                                4
                                  Department of Materials Science and Engineering, Massachusetts
                                                                                             4          Institute
                                                                                               Department         of Technology,
                                                                                                              of Materials   Science and Engineering, Massachusetts Institute of Technology,
                                Cambridge, MA 02139, USA                                     Cambridge, MA 02139, USA
                                5
                                  Institut de Minéralogie et de Physique des Milieux Condensés,
                                                                                             5      Université
                                                                                               Institut          Pierre et et
                                                                                                         de Minéralogie   Marie
                                                                                                                              de Physique des Milieux Condensés, Université Pierre et Marie
                                Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France   Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France
                                6
                                  Department of Chemistry, Princeton University, Princeton,6 Department
                                                                                               NJ 08544, USA  of Chemistry, Princeton University, Princeton, NJ 08544, USA
                                7
                                  CINECA National Supercomputing Center, Casalecchio di7 CINECA Reno, 40033    Bologna,
                                                                                                           National       Italy
                                                                                                                     Supercomputing    Center, Casalecchio di Reno, 40033 Bologna, Italy
                                8
                                  CNR-INFM S3 Research Center, 41100 Modena, Italy 8 CNR-INFM S3 Research Center, 41100 Modena, Italy
                                9
                                  SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy    9
                                                                                               SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy
                                10
                                   Department of Chemical Engineering and Materials Science, 10    UniversityofofChemical
                                                                                                Department         Minnesota, Engineering and Materials Science, University of Minnesota,
                                151 Amundson Hall, 421 Washington Avenue SE, Minneapolis,          MN 55455,Hall,
                                                                                             151 Amundson         USA421 Washington Avenue SE, Minneapolis, MN 55455, USA
                                11
                                   Université Paris-Est, CERMICS, Projet Micmac ENPC-INRIA, 11       6-8 avenue
                                                                                                Université        Blaise
                                                                                                             Paris-Est,     Pascal, Projet Micmac ENPC-INRIA, 6-8 avenue Blaise Pascal,
                                                                                                                        CERMICS,
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO: the impact
              1,800+ active users                                                                                     2,000+ citations/year
                                             IOP PUBLISHING                                              IOP PUBLISHING                                  JOURNAL OF PHYSICS: CONDENSED MATTER                 JOURNAL OF
                                             J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)           J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)   doi:10.1088/0953-8984/21/39/395502                  doi:10.1

                                             QUANTUM ESPRESSO:   QE amanifesto
                                                              QUANTUM modular   and a modular a
                                                                         ESPRESSO:
                                             open-source software  project for
                                                              open-source      quantum
                                                                            software project for qu
                                             simulations of materials
                                                              simulations of materials
                                             Paolo Giannozzi1,2 , Stefano Baroni1,3 , Nicola
                                                                                         Paolo  Bonini  4
                                                                                                          ,
                                                                                                   Giannozzi    1 ,2
                                                                                                                     , Stefano Baroni1,3 , Nicola Bonini4 ,
                                             Matteo Calandra5 , Roberto Car6 , Carlo Cavazzoni        7 ,8
                                                                                         Matteo Calandra   ,      5
                                                                                                                    , Roberto Car6 , Carlo Cavazzoni7,8,
                                             Davide Ceresoli4 , Guido L Chiarotti9 , Matteo
                                                                                         Davide     Ceresoli104 , Guido L Chiarotti9 , Matteo Cococcioni10 ,
                                                                                                 Cococcioni
                                             Ismaila Dabo11 , Andrea Dal Corso1,3 , Stefano
                                                                                         Ismaila de Gironcoli   1 ,3
                                                                                                    Dabo11 , Andrea  ,      Dal Corso1,3 , Stefano de Gironcoli1,3 ,
                                             Stefano Fabris1,3 , Guido Fratesi12, Ralph Gebauer      1,13
                                                                                         Stefano Fabris    , 1,3 , Guido Fratesi12, Ralph Gebauer1,13,
                                             Uwe Gerstmann14, Christos Gougoussis5 , Uwe Anton     Kokalj1,1514
                                                                                                  Gerstmann     , , Christos Gougoussis5 , Anton Kokalj1,15 ,
   50+ active developers, ≈50 merges/month on git
                                             Michele Lazzeri5 , Layla Martin-Samos1, Nicola
                                                                                         Michele
                                             Francesco Mauri5 , Riccardo Mazzarello16Francesco
                                                                                                   Marzari
                                                                                                     Lazzeri 4 5
                                                                                                              , , Layla Martin-Samos1, Nicola Marzari4,
                                                                                                         Mauri35,9,,Riccardo Mazzarello16 , Stefano Paolini3,9 ,
                                                                                         , Stefano Paolini
                                             Alfredo Pasquarello17,18, Lorenzo PaulattoAlfredo
                                                                                          1 ,3
                                                                                               , Carlo   Sbraccia1,†17,,18, Lorenzo Paulatto1,3 , Carlo Sbraccia1,†,
                                                                                                     Pasquarello
                                             Sandro Scandolo1,13, Gabriele Sclauzero1,3Sandro       Seitsonen15,,13, Gabriele Sclauzero1,3, Ari P Seitsonen5,
                                                                                          , Ari P Scandolo
                                             Alexander Smogunov13 , Paolo Umari1 andAlexander Smogunov13 , Paolo Umari1 and
                                             Renata M Wentzcovitch10,19                  Renata M Wentzcovitch10,19
                                             1
                                               CNR-INFM Democritos National Simulation Center, 34100      1 Trieste, Italy
                                                                                                            CNR-INFM Democritos National Simulation Center, 34100 Trieste, Italy
                                             2
                                               Dipartimento di Fisica, Università degli Studi di Udine, viaDipartimento
                                                                                                          2  delle Scienzedi 208,  33100
                                                                                                                               Fisica,     Udine, degli Studi di Udine, via delle Scienze 208, 33100 Udine,
                                                                                                                                        Università
                                             Italy                                                        Italy
                                             3
                                               SISSA—Scuola Internazionale Superiore di Studi Avanzati,   3 via Beirut 2-4, 34151 Trieste
                                                                                                            SISSA—Scuola Internazionale Superiore di Studi Avanzati, via Beirut 2-4, 34151 Trieste
                                             Grignano, Italy                                              Grignano, Italy
                                             4
                                               Department of Materials Science and Engineering, Massachusetts
                                                                                                          4          Institute
                                                                                                            Department         of Technology,
                                                                                                                           of Materials   Science and Engineering, Massachusetts Institute of Technology,
                                             Cambridge, MA 02139, USA                                     Cambridge, MA 02139, USA
                                             5
                                               Institut de Minéralogie et de Physique des Milieux Condensés,
                                                                                                          5      Université
                                                                                                            Institut          Pierre et et
                                                                                                                      de Minéralogie   Marie
                                                                                                                                           de Physique des Milieux Condensés, Université Pierre et Marie
                                             Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France   Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France
                                             6
                                               Department of Chemistry, Princeton University, Princeton,6 Department
                                                                                                            NJ 08544, USA  of Chemistry, Princeton University, Princeton, NJ 08544, USA
                                             7
                                               CINECA National Supercomputing Center, Casalecchio di7 CINECA Reno, 40033    Bologna,
                                                                                                                        National       Italy
                                                                                                                                  Supercomputing    Center, Casalecchio di Reno, 40033 Bologna, Italy
                                             8
                                               CNR-INFM S3 Research Center, 41100 Modena, Italy 8 CNR-INFM S3 Research Center, 41100 Modena, Italy
                                             9
                                               SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy    9
                                                                                                            SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy
                                             10
                                                Department of Chemical Engineering and Materials Science, 10    UniversityofofChemical
                                                                                                             Department         Minnesota, Engineering and Materials Science, University of Minnesota,
                                             151 Amundson Hall, 421 Washington Avenue SE, Minneapolis,          MN 55455,Hall,
                                                                                                          151 Amundson         USA421 Washington Avenue SE, Minneapolis, MN 55455, USA
                                             11
                                                Université Paris-Est, CERMICS, Projet Micmac ENPC-INRIA, 11       6-8 avenue
                                                                                                             Université        Blaise
                                                                                                                          Paris-Est,     Pascal, Projet Micmac ENPC-INRIA, 6-8 avenue Blaise Pascal,
                                                                                                                                     CERMICS,
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO: the impact
              1,800+ active users                                                                                     2,000+ citations/year
                                             IOP PUBLISHING                                              IOP PUBLISHING                                  JOURNAL OF PHYSICS: CONDENSED MATTER                 JOURNAL OF
                                             J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)           J. Phys.: Condens. Matter 21 (2009) 395502 (19pp)   doi:10.1088/0953-8984/21/39/395502                  doi:10.1

                                             QUANTUM ESPRESSO:   QE amanifesto
                                                              QUANTUM modular   and a modular a
                                                                         ESPRESSO:
                                             open-source software  project for
                                                              open-source      quantum
                                                                            software project for qu
                                             simulations of materials
                                                              simulations of materials
                                             Paolo Giannozzi1,2 , Stefano Baroni1,3 , Nicola
                                                                                         Paolo  Bonini  4
                                                                                                          ,
                                                                                                   Giannozzi    1 ,2
                                                                                                                     , Stefano Baroni1,3 , Nicola Bonini4 ,
                                             Matteo Calandra5 , Roberto Car6 , Carlo Cavazzoni        7 ,8
                                                                                         Matteo Calandra   ,      5
                                                                                                                    , Roberto Car6 , Carlo Cavazzoni7,8,
                                             Davide Ceresoli4 , Guido L Chiarotti9 , Matteo
                                                                                         Davide     Ceresoli104 , Guido L Chiarotti9 , Matteo Cococcioni10 ,
                                                                                                 Cococcioni
                                             Ismaila Dabo11 , Andrea Dal Corso1,3 , Stefano
                                                                                         Ismaila de Gironcoli   1 ,3
                                                                                                    Dabo11 , Andrea  ,      Dal Corso1,3 , Stefano de Gironcoli1,3 ,
                                             Stefano Fabris1,3 , Guido Fratesi12, Ralph Gebauer      1,13
                                                                                         Stefano Fabris    , 1,3 , Guido Fratesi12, Ralph Gebauer1,13,
                                             Uwe Gerstmann14, Christos Gougoussis5 , Uwe Anton     Kokalj1,1514
                                                                                                  Gerstmann     , , Christos Gougoussis5 , Anton Kokalj1,15 ,
   50+ active developers, ≈50 merges/month on git
                                             Michele Lazzeri5 , Layla Martin-Samos1, Nicola
                                                                                         Michele   Marzari10-15,000 downloads/release
                                                                                                     Lazzeri 4 5
                                                                                                              , , Layla Martin-Samos1, Nicola Marzari4,
                                             Francesco Mauri5 , Riccardo Mazzarello16Francesco           Mauri35,9,,Riccardo Mazzarello16 , Stefano Paolini3,9 ,
                                                                                         , Stefano Paolini
                                             Alfredo Pasquarello17,18, Lorenzo PaulattoAlfredo
                                                                                          1 ,3
                                                                                               , Carlo   Sbraccia1,†17,,18, Lorenzo Paulatto1,3 , Carlo Sbraccia1,†,
                                                                                                     Pasquarello
                                             Sandro Scandolo1,13, Gabriele Sclauzero1,3Sandro       Seitsonen15,,13, Gabriele Sclauzero1,3, Ari P Seitsonen5,
                                                                                          , Ari P Scandolo
                                             Alexander Smogunov13 , Paolo Umari1 andAlexander Smogunov13 , Paolo Umari1 and
                                             Renata M Wentzcovitch10,19                  Renata M Wentzcovitch10,19
                                             1
                                               CNR-INFM Democritos National Simulation Center, 34100      1 Trieste, Italy
                                                                                                            CNR-INFM Democritos National Simulation Center, 34100 Trieste, Italy
                                             2
                                               Dipartimento di Fisica, Università degli Studi di Udine, viaDipartimento
                                                                                                          2  delle Scienzedi 208,  33100
                                                                                                                               Fisica,     Udine, degli Studi di Udine, via delle Scienze 208, 33100 Udine,
                                                                                                                                        Università
                                             Italy                                                        Italy
                                             3
                                               SISSA—Scuola Internazionale Superiore di Studi Avanzati,   3 via Beirut 2-4, 34151 Trieste
                                                                                                            SISSA—Scuola Internazionale Superiore di Studi Avanzati, via Beirut 2-4, 34151 Trieste
                                             Grignano, Italy                                              Grignano, Italy
                                             4
                                               Department of Materials Science and Engineering, Massachusetts
                                                                                                          4          Institute
                                                                                                            Department         of Technology,
                                                                                                                           of Materials   Science and Engineering, Massachusetts Institute of Technology,
                                             Cambridge, MA 02139, USA                                     Cambridge, MA 02139, USA
                                             5
                                               Institut de Minéralogie et de Physique des Milieux Condensés,
                                                                                                          5      Université
                                                                                                            Institut          Pierre et et
                                                                                                                      de Minéralogie   Marie
                                                                                                                                           de Physique des Milieux Condensés, Université Pierre et Marie
                                             Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France   Curie, CNRS, IPGP, 140 rue de Lourmel, 75015 Paris, France
                                             6
                                               Department of Chemistry, Princeton University, Princeton,6 Department
                                                                                                            NJ 08544, USA  of Chemistry, Princeton University, Princeton, NJ 08544, USA
                                             7
                                               CINECA National Supercomputing Center, Casalecchio di7 CINECA Reno, 40033    Bologna,
                                                                                                                        National       Italy
                                                                                                                                  Supercomputing    Center, Casalecchio di Reno, 40033 Bologna, Italy
                                             8
                                               CNR-INFM S3 Research Center, 41100 Modena, Italy 8 CNR-INFM S3 Research Center, 41100 Modena, Italy
                                             9
                                               SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy    9
                                                                                                            SPIN s.r.l., via del Follatoio 12, 34148 Trieste, Italy
                                             10
                                                Department of Chemical Engineering and Materials Science, 10    UniversityofofChemical
                                                                                                             Department         Minnesota, Engineering and Materials Science, University of Minnesota,
                                             151 Amundson Hall, 421 Washington Avenue SE, Minneapolis,          MN 55455,Hall,
                                                                                                          151 Amundson         USA421 Washington Avenue SE, Minneapolis, MN 55455, USA
                                             11
                                                Université Paris-Est, CERMICS, Projet Micmac ENPC-INRIA, 11       6-8 avenue
                                                                                                             Université        Blaise
                                                                                                                          Paris-Est,     Pascal, Projet Micmac ENPC-INRIA, 6-8 avenue Blaise Pascal,
                                                                                                                                     CERMICS,
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO: the impact

                               PRACE materials & chemistry
                               project breakup per code
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO on the marketplace

custom-built solutions
Towards the exascale QUANTUM ESPRESSO
QUANTUM ESPRESSO on the marketplace

custom-built solutions                            OH

                                                           O

                           HO        O

                                                                    OH
                                              O        O
                                         HO                    OH
                                 -
                                O
                                                  HO
QUANTUM ESPRESSO on the marketplace

custom-built solutions                                                 OH

                                                                                O

                                               HO         O

                                                                                         OH
                                                                   O        O
                                                              HO                    OH
                                                      -
                                                     O
                                                                       HO

                         Absorption Spectrum
                                               400        500                   600           700

                                                                        λ(nm)
QUANTUM ESPRESSO on the marketplace

custom-built solutions                                                 OH

                                                                                O

                                               HO         O

                                                                                         OH
                                                                   O        O
                                                              HO                    OH
                                                      -
                                                     O
                                                                       HO

                         Absorption Spectrum
                                               400        500                   600           700   400   500      600   700
                                                                        λ(nm)                                   λ(nm)
QUANTUM ESPRESSO on the marketplace

custom-built solutions                                                 OH

                                                                                O

                                               HO         O

                                                                                         OH
                                                                   O        O
                                                              HO                    OH
                                                      -
                                                     O
                                                                       HO

                         Absorption Spectrum
                                               400        500                   600           700   400   500      600   700
                                                                        λ(nm)                                   λ(nm)

turn-key solutions
from the supermarket shelf up to the heavens

 what are the giant icy planets made of?

                                               P=175 GPa
                                                 ice X

               Uranus
from the supermarket shelf up to the heavens

 what are the giant icy planets made of?

                                               P=175 GPa
                                                 ice X

               Uranus
from the supermarket shelf up to the heavens

 what are the giant icy planets made of?

                                               P=175 GPa
                                                 ice X

               Uranus
from the supermarket shelf up to the heavens

 what are the giant icy planets made of?

                                                                                         P=175 GPa
                                                                                           ice X

                                                Uranus

         ARTICLE
         https://doi.org/10.1038/s41467-020-17275-5       OPEN

         Heat       and charge transport
                ARTICLE
                                                      OPEN
                  https://doi.org/10.1038/s41467-020-17275-5
                                                             in H2O at ice-giant
         conditions from ab initio molecular dynamics
                Heat
         simulations        and        charge      transport     in H 2 O at ice-giant
                conditions from ab initio✉ molecular dynamics
                             1,4                      2            1,3
         Federico Grasselli , Lars Stixrude & Stefano Baroni
                simulations
                                      1,4                      2         1,3 ✉
   :,;
from the supermarket shelf up to the heavens

 what are the giant icy planets made of?

                                                                                         P=175 GPa
                                                                                           ice X

                                                Uranus

         ARTICLE
         https://doi.org/10.1038/s41467-020-17275-5       OPEN

         Heat       and charge transport
                ARTICLE
                                                      OPEN
                  https://doi.org/10.1038/s41467-020-17275-5
                                                             in H2O at ice-giant
         conditions from ab initio molecular dynamics
                Heat
         simulations        and        charge      transport     in H 2 O at ice-giant
                conditions from ab initio✉ molecular dynamics
                             1,4                      2            1,3
         Federico Grasselli , Lars Stixrude & Stefano Baroni
                simulations
                                      1,4                      2         1,3 ✉
   :,;
QUANTUM ESPRESSO towards the exascale

                                                                                      CNT + Porphyrin
                                                                                  WALL time total     h_psi   _diaghg
                                                                    200

                                         time per iteration (sec)
                                                                    100
                                                                     80
                         porphyrin@CNT

                                                                                                                1024

                                                                                                                          1024
                                                                            256

                                                                                               484
                                                                     60

                                                                     40

                                                                     20
                                                                          1024               2048             4096      8192

                                                                                                     CORES

      porphyrin@CNT
      1,500+ atoms
      3,200+ electrons
      2.4 × 106 PWs
QUANTUM ESPRESSO towards the exascale

                                                                                      CNT + Porphyrin
                                                                                  WALL time total     h_psi   _diaghg
                                                                    200

                                         time per iteration (sec)
                                                                    100
                                                                     80
                         porphyrin@CNT

                                                                                                                1024

                                                                                                                          1024
                                                                            256

                                                                                               484
                                                                     60

                                                                     40

                                                                     20
                                                                          1024               2048             4096      8192

                                                                                                     CORES

      porphyrin@CNT
      1,500+ atoms
      3,200+ electrons   Au112 surface
      2.4 × 106 PWs

                                                                                        courtesy of NVIDIA Corporation
QUANTUM ESPRESSO towards the exascale

                         porphyrin@CNT

      porphyrin@CNT
      1,500+ atoms
      3,200+ electrons   Au112 surface
      2.4 × 106 PWs

                                         courtesy of NVIDIA Corporation
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