From 4144c9b18268d5b419ea9306fc7d32f917e3c87a Mon Sep 17 00:00:00 2001 From: jxxiaoshaoye <1700017801@pku.edu.cn> Date: Fri, 6 Aug 2021 16:52:04 +0800 Subject: [PATCH 01/11] add multi task --- deepmd/descriptor/se_a.py | 5 +- deepmd/entrypoints/compress.py | 1 + deepmd/entrypoints/main.py | 7 + deepmd/entrypoints/train.py | 105 ++- deepmd/fit/ener.py | 10 +- deepmd/loss/ener.py | 8 +- deepmd/model/ener.py | 35 +- deepmd/train/run_options.py | 4 +- deepmd/train/trainer.py | 2 +- deepmd/train/trainer_mt.py | 713 +++++++++++++++++ deepmd/utils/__init__.py | 1 + deepmd/utils/argcheck_mt.py | 727 ++++++++++++++++++ deepmd/utils/data.py | 16 +- deepmd/utils/data_system.py | 138 +++- deepmd/utils/learning_rate.py | 9 +- .../mix/data/HfO2/init.000/set.000/box.npy | Bin 0 -> 1928 bytes .../mix/data/HfO2/init.000/set.000/coord.npy | Bin 0 -> 57728 bytes .../mix/data/HfO2/init.000/set.000/energy.npy | Bin 0 -> 328 bytes .../mix/data/HfO2/init.000/set.000/force.npy | Bin 0 -> 57728 bytes .../mix/data/HfO2/init.000/set.000/virial.npy | Bin 0 -> 1928 bytes examples/mix/data/HfO2/init.000/type.raw | 96 +++ examples/mix/data/HfO2/init.000/type_map.raw | 2 + .../mix/data/HfO2/init.001/set.000/box.npy | Bin 0 -> 1928 bytes .../mix/data/HfO2/init.001/set.000/coord.npy | Bin 0 -> 57728 bytes .../mix/data/HfO2/init.001/set.000/energy.npy | Bin 0 -> 328 bytes .../mix/data/HfO2/init.001/set.000/force.npy | Bin 0 -> 57728 bytes .../mix/data/HfO2/init.001/set.000/virial.npy | Bin 0 -> 1928 bytes examples/mix/data/HfO2/init.001/type.raw | 96 +++ examples/mix/data/HfO2/init.001/type_map.raw | 2 + .../mix/data/water/data_0/set.000/box.npy | Bin 0 -> 3008 bytes .../mix/data/water/data_0/set.000/coord.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_0/set.000/energy.npy | Bin 0 -> 448 bytes .../mix/data/water/data_0/set.000/force.npy | Bin 0 -> 184448 bytes examples/mix/data/water/data_0/type.raw | 192 +++++ examples/mix/data/water/data_0/type_map.raw | 2 + .../mix/data/water/data_1/set.000/box.npy | Bin 0 -> 3008 bytes .../mix/data/water/data_1/set.000/coord.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_1/set.000/energy.npy | Bin 0 -> 448 bytes .../mix/data/water/data_1/set.000/force.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_1/set.001/box.npy | Bin 0 -> 3008 bytes .../mix/data/water/data_1/set.001/coord.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_1/set.001/energy.npy | Bin 0 -> 448 bytes .../mix/data/water/data_1/set.001/force.npy | Bin 0 -> 184448 bytes examples/mix/data/water/data_1/type.raw | 192 +++++ examples/mix/data/water/data_1/type_map.raw | 2 + .../mix/data/water/data_2/set.000/box.npy | Bin 0 -> 3008 bytes .../mix/data/water/data_2/set.000/coord.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_2/set.000/energy.npy | Bin 0 -> 448 bytes .../mix/data/water/data_2/set.000/force.npy | Bin 0 -> 184448 bytes examples/mix/data/water/data_2/type.raw | 192 +++++ examples/mix/data/water/data_2/type_map.raw | 2 + .../mix/data/water/data_3/set.000/box.npy | Bin 0 -> 3008 bytes .../mix/data/water/data_3/set.000/coord.npy | Bin 0 -> 184448 bytes .../mix/data/water/data_3/set.000/energy.npy | Bin 0 -> 448 bytes .../mix/data/water/data_3/set.000/force.npy | Bin 0 -> 184448 bytes examples/mix/data/water/data_3/type.raw | 192 +++++ examples/mix/data/water/data_3/type_map.raw | 2 + examples/mix/input.json | 170 ++++ source/tests/input_correct.json | 219 ++++++ source/tests/input_origin.json | 159 ++++ .../data/HfO2/init.000/set.000/box.npy | Bin 0 -> 1928 bytes .../data/HfO2/init.000/set.000/coord.npy | Bin 0 -> 57728 bytes .../data/HfO2/init.000/set.000/energy.npy | Bin 0 -> 328 bytes .../data/HfO2/init.000/set.000/force.npy | Bin 0 -> 57728 bytes .../data/HfO2/init.000/set.000/virial.npy | Bin 0 -> 1928 bytes .../multi-task/data/HfO2/init.000/type.raw | 96 +++ .../data/HfO2/init.000/type_map.raw | 2 + .../data/water/data_0/set.000/box.npy | Bin 0 -> 3008 bytes .../data/water/data_0/set.000/coord.npy | Bin 0 -> 184448 bytes .../data/water/data_0/set.000/energy.npy | Bin 0 -> 448 bytes .../data/water/data_0/set.000/force.npy | Bin 0 -> 184448 bytes .../multi-task/data/water/data_0/type.raw | 192 +++++ .../multi-task/data/water/data_0/type_map.raw | 2 + source/tests/multi-task/input.json | 167 ++++ source/tests/test_argcheck_mt.py | 15 + source/tests/test_deepmd_data.py | 2 +- source/tests/test_deepmd_data_docker.py | 140 ++++ source/tests/test_multitask.py | 45 ++ 78 files changed, 3912 insertions(+), 50 deletions(-) create mode 100644 deepmd/train/trainer_mt.py create mode 100644 deepmd/utils/argcheck_mt.py create mode 100644 examples/mix/data/HfO2/init.000/set.000/box.npy create mode 100644 examples/mix/data/HfO2/init.000/set.000/coord.npy create mode 100644 examples/mix/data/HfO2/init.000/set.000/energy.npy create mode 100644 examples/mix/data/HfO2/init.000/set.000/force.npy create mode 100644 examples/mix/data/HfO2/init.000/set.000/virial.npy create mode 100644 examples/mix/data/HfO2/init.000/type.raw create mode 100644 examples/mix/data/HfO2/init.000/type_map.raw create mode 100644 examples/mix/data/HfO2/init.001/set.000/box.npy create mode 100644 examples/mix/data/HfO2/init.001/set.000/coord.npy create mode 100644 examples/mix/data/HfO2/init.001/set.000/energy.npy create mode 100644 examples/mix/data/HfO2/init.001/set.000/force.npy create mode 100644 examples/mix/data/HfO2/init.001/set.000/virial.npy create mode 100644 examples/mix/data/HfO2/init.001/type.raw create mode 100644 examples/mix/data/HfO2/init.001/type_map.raw create mode 100644 examples/mix/data/water/data_0/set.000/box.npy create mode 100644 examples/mix/data/water/data_0/set.000/coord.npy create mode 100644 examples/mix/data/water/data_0/set.000/energy.npy create mode 100644 examples/mix/data/water/data_0/set.000/force.npy create mode 100644 examples/mix/data/water/data_0/type.raw create mode 100644 examples/mix/data/water/data_0/type_map.raw create mode 100644 examples/mix/data/water/data_1/set.000/box.npy create mode 100644 examples/mix/data/water/data_1/set.000/coord.npy create mode 100644 examples/mix/data/water/data_1/set.000/energy.npy create mode 100644 examples/mix/data/water/data_1/set.000/force.npy create mode 100644 examples/mix/data/water/data_1/set.001/box.npy create mode 100644 examples/mix/data/water/data_1/set.001/coord.npy create mode 100644 examples/mix/data/water/data_1/set.001/energy.npy create mode 100644 examples/mix/data/water/data_1/set.001/force.npy create mode 100644 examples/mix/data/water/data_1/type.raw create mode 100644 examples/mix/data/water/data_1/type_map.raw create mode 100644 examples/mix/data/water/data_2/set.000/box.npy create mode 100644 examples/mix/data/water/data_2/set.000/coord.npy create mode 100644 examples/mix/data/water/data_2/set.000/energy.npy create mode 100644 examples/mix/data/water/data_2/set.000/force.npy create mode 100644 examples/mix/data/water/data_2/type.raw create mode 100644 examples/mix/data/water/data_2/type_map.raw create mode 100644 examples/mix/data/water/data_3/set.000/box.npy create mode 100644 examples/mix/data/water/data_3/set.000/coord.npy create mode 100644 examples/mix/data/water/data_3/set.000/energy.npy create mode 100644 examples/mix/data/water/data_3/set.000/force.npy create mode 100644 examples/mix/data/water/data_3/type.raw create mode 100644 examples/mix/data/water/data_3/type_map.raw create mode 100644 examples/mix/input.json create mode 100644 source/tests/input_correct.json create mode 100644 source/tests/input_origin.json create mode 100644 source/tests/multi-task/data/HfO2/init.000/set.000/box.npy create mode 100644 source/tests/multi-task/data/HfO2/init.000/set.000/coord.npy create mode 100644 source/tests/multi-task/data/HfO2/init.000/set.000/energy.npy create mode 100644 source/tests/multi-task/data/HfO2/init.000/set.000/force.npy create mode 100644 source/tests/multi-task/data/HfO2/init.000/set.000/virial.npy create mode 100644 source/tests/multi-task/data/HfO2/init.000/type.raw create mode 100644 source/tests/multi-task/data/HfO2/init.000/type_map.raw create mode 100644 source/tests/multi-task/data/water/data_0/set.000/box.npy create mode 100644 source/tests/multi-task/data/water/data_0/set.000/coord.npy create mode 100644 source/tests/multi-task/data/water/data_0/set.000/energy.npy create mode 100644 source/tests/multi-task/data/water/data_0/set.000/force.npy create mode 100644 source/tests/multi-task/data/water/data_0/type.raw create mode 100644 source/tests/multi-task/data/water/data_0/type_map.raw create mode 100644 source/tests/multi-task/input.json create mode 100644 source/tests/test_argcheck_mt.py create mode 100644 source/tests/test_deepmd_data_docker.py create mode 100644 source/tests/test_multitask.py diff --git a/deepmd/descriptor/se_a.py b/deepmd/descriptor/se_a.py index 3b5d1d0922..cb15889151 100644 --- a/deepmd/descriptor/se_a.py +++ b/deepmd/descriptor/se_a.py @@ -30,7 +30,8 @@ def __init__ (self, set_davg_zero: bool = False, activation_function: str = 'tanh', precision: str = 'default', - uniform_seed: bool = False + uniform_seed: bool = False, + name: str = None, ) -> None: """ Constructor @@ -89,7 +90,7 @@ def __init__ (self, self.type_one_side = type_one_side if self.type_one_side and len(exclude_types) != 0: raise RuntimeError('"type_one_side" is not compatible with "exclude_types"') - + self.name = name # descrpt config self.sel_r = [ 0 for ii in range(len(self.sel_a)) ] self.ntypes = len(self.sel_a) diff --git a/deepmd/entrypoints/compress.py b/deepmd/entrypoints/compress.py index 3c80965bce..804e30db2e 100644 --- a/deepmd/entrypoints/compress.py +++ b/deepmd/entrypoints/compress.py @@ -103,6 +103,7 @@ def compress( mpi_log=mpi_log, log_level=log_level, log_path=log_path, + multi_task = False, ) except GraphTooLargeError as e: raise RuntimeError( diff --git a/deepmd/entrypoints/main.py b/deepmd/entrypoints/main.py index cda9856a24..3e971b4bc3 100644 --- a/deepmd/entrypoints/main.py +++ b/deepmd/entrypoints/main.py @@ -162,6 +162,13 @@ def parse_args(args: Optional[List[str]] = None): default="out.json", help="The output file of the parameters used in training.", ) + parser_train.add_argument( + "-mu", + "--multi_task", + type=bool, + default=False, + help="Whether using multi-task.", + ) # * freeze script ****************************************************************** parser_frz = subparsers.add_parser( diff --git a/deepmd/entrypoints/train.py b/deepmd/entrypoints/train.py index cffac25947..a5bfacb9ca 100755 --- a/deepmd/entrypoints/train.py +++ b/deepmd/entrypoints/train.py @@ -15,9 +15,11 @@ from deepmd.infer.data_modifier import DipoleChargeModifier from deepmd.train.run_options import BUILD, CITATION, WELCOME, RunOptions from deepmd.train.trainer import DPTrainer +from deepmd.train.trainer_mt import DPTrainer_mt from deepmd.utils.argcheck import normalize +from deepmd.utils.argcheck_mt import normalize_mt from deepmd.utils.compat import updata_deepmd_input -from deepmd.utils.data_system import DeepmdDataSystem +from deepmd.utils.data_system import DeepmdDataSystem,DeepmdDataDocker from deepmd.utils.sess import run_sess from deepmd.utils.neighbor_stat import NeighborStat @@ -142,6 +144,7 @@ def train( mpi_log: str, log_level: int, log_path: Optional[str], + multi_task : bool, **kwargs, ): """Run DeePMD model training. @@ -162,7 +165,8 @@ def train( logging level defined by int 0-3 log_path : Optional[str] logging file path or None if logs are to be output only to stdout - + mulit-task : bool + whether using logic of multi_tasking Raises ------ RuntimeError @@ -173,7 +177,11 @@ def train( jdata = updata_deepmd_input(jdata, warning=True, dump="input_v2_compat.json") - jdata = normalize(jdata) + if multi_task: + jdata = normalize_mt(jdata) + else: + jdata = normalize(jdata) + jdata = update_sel(jdata) @@ -188,6 +196,8 @@ def train( log_level=log_level, mpi_log=mpi_log, try_distrib=jdata.get("with_distrib", False), + multi_task = multi_task, + ) for message in WELCOME + CITATION + BUILD: @@ -216,6 +226,8 @@ def train( _do_work(jdata, run_opt) + + def _do_work(jdata: Dict[str, Any], run_opt: RunOptions): """Run serial model training. @@ -235,9 +247,17 @@ def _do_work(jdata: Dict[str, Any], run_opt: RunOptions): assert "training" in jdata # init the model - model = DPTrainer(jdata, run_opt=run_opt) - rcut = model.model.get_rcut() - type_map = model.model.get_type_map() + if not run_opt.multi_task: + model = DPTrainer(jdata, run_opt=run_opt) + rcut = model.model.get_rcut() + type_map = model.model.get_type_map() + else: + model = DPTrainer_mt(jdata, run_opt=run_opt) + for model_name in model.model_dict.keys(): + sub_model = model.model_dict[model_name] + rcut = sub_model.get_rcut() + type_map = sub_model.get_type_map() + if len(type_map) == 0: ipt_type_map = None else: @@ -253,13 +273,22 @@ def _do_work(jdata: Dict[str, Any], run_opt: RunOptions): modifier = get_modifier(jdata["model"].get("modifier", None)) # init data - train_data = get_data(jdata["training"]["training_data"], rcut, ipt_type_map, modifier) - train_data.print_summary("training") - if jdata["training"].get("validation_data", None) is not None: - valid_data = get_data(jdata["training"]["validation_data"], rcut, ipt_type_map, modifier) - valid_data.print_summary("validation") + if run_opt.multi_task: + train_data = get_data_mt(jdata["training"]["training_data"], rcut, ipt_type_map, modifier) + train_data.print_summary("training") + if jdata["training"].get("validation_data", None) is not None: + valid_data = get_data_mt(jdata["training"]["validation_data"], rcut, ipt_type_map, modifier) + valid_data.print_summary("validation") + else: + valid_data = None else: - valid_data = None + train_data = get_data(jdata["training"]["training_data"], rcut, ipt_type_map, modifier) + train_data.print_summary("training") + if jdata["training"].get("validation_data", None) is not None: + valid_data = get_data(jdata["training"]["validation_data"], rcut, ipt_type_map, modifier) + valid_data.print_summary("validation") + else: + valid_data = None # get training info stop_batch = j_must_have(jdata["training"], "numb_steps") @@ -272,7 +301,6 @@ def _do_work(jdata: Dict[str, Any], run_opt: RunOptions): log.info("finished training") log.info(f"wall time: {(end_time - start_time):.3f} s") - def get_data(jdata: Dict[str, Any], rcut, type_map, modifier): systems = j_must_have(jdata, "systems") if isinstance(systems, str): @@ -314,6 +342,36 @@ def get_data(jdata: Dict[str, Any], rcut, type_map, modifier): return data +def get_data_mt(jdata: Dict[str, Any], rcut, type_map, modifier): + systems = j_must_have(jdata, "systems") + batch_size = j_must_have(jdata, "batch_size") + sys_probs = jdata.get("sys_probs", None) + auto_prob = jdata.get("auto_prob", "prob_sys_size") + total_data = [] + for sub_sys in systems: + data = DeepmdDataSystem( + systems=sub_sys['data'], + batch_size=batch_size, + test_size=1, # to satisfy the old api + shuffle_test=True, # to satisfy the old api + rcut=rcut, + #type_map=sub_fitting['type_map'], # this is the local type map + type_map=type_map, # this is the local type map + modifier=modifier, + trn_all_set=True, # sample from all sets + sys_probs=sys_probs, + auto_prob_style=auto_prob, + name = sub_sys['name'] + ) + data.add_dict(data_requirement) + total_data.append(data) + docker = DeepmdDataDocker( + data_systems=total_data, + batch_size = batch_size, + type_map=type_map # in the data docker is the total type + ) + return docker + def get_modifier(modi_data=None): modifier: Optional[DipoleChargeModifier] @@ -409,10 +467,21 @@ def update_one_sel(jdata, descriptor): def update_sel(jdata): descrpt_data = jdata['model']['descriptor'] - if descrpt_data['type'] == 'hybrid': - for ii in range(len(descrpt_data['list'])): - descrpt_data['list'][ii] = update_one_sel(jdata, descrpt_data['list'][ii]) + if isinstance(descrpt_data,list): + update_descrpt = [] + for sub_descrpt in descrpt_data: + if sub_descrpt['type'] == 'hybrid': + for ii in range(len(sub_descrpt['list'])): + sub_descrpt['list'][ii] = update_one_sel(jdata, sub_descrpt['list'][ii]) + else: + sub_descrpt = update_one_sel(jdata, sub_descrpt) + update_descrpt.append(sub_descrpt) + jdata['model']['descriptor'] = update_descrpt else: - descrpt_data = update_one_sel(jdata, descrpt_data) - jdata['model']['descriptor'] = descrpt_data + if descrpt_data['type'] == 'hybrid': + for ii in range(len(descrpt_data['list'])): + descrpt_data['list'][ii] = update_one_sel(jdata, descrpt_data['list'][ii]) + else: + descrpt_data = update_one_sel(jdata, descrpt_data) + jdata['model']['descriptor'] = descrpt_data return jdata diff --git a/deepmd/fit/ener.py b/deepmd/fit/ener.py index 03145076cb..109538dd24 100644 --- a/deepmd/fit/ener.py +++ b/deepmd/fit/ener.py @@ -28,7 +28,8 @@ def __init__ (self, atom_ener : List[float] = [], activation_function : str = 'tanh', precision : str = 'default', - uniform_seed: bool = False + uniform_seed: bool = False, + name: str = None ) -> None: """ Constructor @@ -86,6 +87,7 @@ def __init__ (self, self.resnet_dt = resnet_dt self.rcond = rcond self.seed = seed + self.name = name self.uniform_seed = uniform_seed self.seed_shift = one_layer_rand_seed_shift() self.tot_ener_zero = tot_ener_zero @@ -123,6 +125,12 @@ def get_numb_fparam(self) -> int: """ return self.numb_fparam + def get_name(self) -> str: + """ + Get the name of fitting net + """ + return self.name + def get_numb_aparam(self) -> int: """ Get the number of atomic parameters diff --git a/deepmd/loss/ener.py b/deepmd/loss/ener.py index f3edac8800..2822d205c3 100644 --- a/deepmd/loss/ener.py +++ b/deepmd/loss/ener.py @@ -22,8 +22,10 @@ def __init__ (self, limit_pref_ae : float = 0.0, start_pref_pf : float = 0.0, limit_pref_pf : float = 0.0, - relative_f : float = None + relative_f : float = None , + name : str = None, ) -> None: + self.name = name self.starter_learning_rate = starter_learning_rate self.start_pref_e = start_pref_e self.limit_pref_e = limit_pref_e @@ -128,6 +130,10 @@ def build (self, self.l2_more = more_loss return l2_loss, more_loss + def get_name(self): + # get name of loss + return self.name + def eval(self, sess, feed_dict, natoms): run_data = [ self.l2_l, diff --git a/deepmd/model/ener.py b/deepmd/model/ener.py index 6d7230b6cd..3d25968e3e 100644 --- a/deepmd/model/ener.py +++ b/deepmd/model/ener.py @@ -22,7 +22,8 @@ def __init__ ( use_srtab : str = None, smin_alpha : float = None, sw_rmin : float = None, - sw_rmax : float = None + sw_rmax : float = None, + name : str = None ) -> None: """ Constructor @@ -73,7 +74,10 @@ def __init__ ( self.sw_rmax = sw_rmax else : self.srtab = None + self.name = name + def get_name(self): + return self.name def get_rcut (self) : return self.rcut @@ -95,7 +99,7 @@ def _compute_input_stat (self, all_stat, protection = 1e-2) : self.descrpt.compute_input_stats(all_stat['coord'], all_stat['box'], all_stat['type'], - all_stat['natoms_vec'], + all_stat['natoms_vec'], # this should be the global one(dim 14) or local one(dim 11)? all_stat['default_mesh'], all_stat) self.fitting.compute_input_stats(all_stat, protection = protection) @@ -111,10 +115,15 @@ def build (self, box, mesh, input_dict, - suffix = '', + suffix, # a dict of suffix, including type_embed, descrpt and fitting. reuse = None): - - with tf.variable_scope('model_attr' + suffix, reuse = reuse) : + if not isinstance(suffix,dict): + suffix_dict = {} + suffix_dict['fitting'] = suffix + suffix_dict['descrpt'] = suffix + suffix_dict['type_embed'] = suffix + suffix = suffix_dict + with tf.variable_scope('model_attr' + suffix["fitting"], reuse = reuse) : t_tmap = tf.constant(' '.join(self.type_map), name = 'tmap', dtype = tf.string) @@ -146,7 +155,7 @@ def build (self, type_embedding = self.typeebd.build( self.ntypes, reuse = reuse, - suffix = suffix, + suffix = suffix["type_embed"], ) input_dict['type_embedding'] = type_embedding @@ -157,7 +166,7 @@ def build (self, box, mesh, input_dict, - suffix = suffix, + suffix = suffix["descrpt"], reuse = reuse) dout = tf.identity(dout, name='o_descriptor') @@ -170,7 +179,7 @@ def build (self, natoms, input_dict, reuse = reuse, - suffix = suffix) + suffix = suffix["fitting"]) if self.srtab is not None : sw_lambda, sw_deriv \ @@ -204,8 +213,8 @@ def build (self, else : energy_raw = atom_ener - energy_raw = tf.reshape(energy_raw, [-1, natoms[0]], name = 'o_atom_energy'+suffix) - energy = tf.reduce_sum(global_cvt_2_ener_float(energy_raw), axis=1, name='o_energy'+suffix) + energy_raw = tf.reshape(energy_raw, [-1, natoms[0]], name = 'o_atom_energy'+suffix["fitting"]) + energy = tf.reduce_sum(global_cvt_2_ener_float(energy_raw), axis=1, name='o_energy'+suffix["fitting"]) force, virial, atom_virial \ = self.descrpt.prod_force_virial (atom_ener, natoms) @@ -220,7 +229,7 @@ def build (self, n_r_sel = nnei_r) force = force + sw_force + tab_force - force = tf.reshape (force, [-1, 3 * natoms[1]], name = "o_force"+suffix) + force = tf.reshape (force, [-1, 3 * natoms[1]], name = "o_force"+suffix["fitting"]) if self.srtab is not None : sw_virial, sw_atom_virial \ @@ -235,8 +244,8 @@ def build (self, virial = virial + sw_virial \ + tf.reduce_sum(tf.reshape(tab_atom_virial, [-1, natoms[1], 9]), axis = 1) - virial = tf.reshape (virial, [-1, 9], name = "o_virial"+suffix) - atom_virial = tf.reshape (atom_virial, [-1, 9 * natoms[1]], name = "o_atom_virial"+suffix) + virial = tf.reshape (virial, [-1, 9], name = "o_virial"+suffix["fitting"]) + atom_virial = tf.reshape (atom_virial, [-1, 9 * natoms[1]], name = "o_atom_virial"+suffix["fitting"]) model_dict = {} model_dict['energy'] = energy diff --git a/deepmd/train/run_options.py b/deepmd/train/run_options.py index 25029c4308..f483e79348 100644 --- a/deepmd/train/run_options.py +++ b/deepmd/train/run_options.py @@ -203,7 +203,8 @@ def __init__( log_path: Optional[str] = None, log_level: int = 0, mpi_log: str = "master", - try_distrib: bool = False + try_distrib: bool = False, + multi_task : bool = False, ): # distributed tasks if try_distrib: @@ -221,6 +222,7 @@ def __init__( self.restart = restart self.init_model = init_model self.init_mode = "init_from_scratch" + self.multi_task = multi_task if restart is not None: self.restart = os.path.abspath(restart) diff --git a/deepmd/train/trainer.py b/deepmd/train/trainer.py index 8f283b61cf..2b1403dd9d 100644 --- a/deepmd/train/trainer.py +++ b/deepmd/train/trainer.py @@ -327,7 +327,7 @@ def _build_lr(self): def _build_network(self, data): self.place_holders = {} - data_dict = data.get_data_dict() + data_dict,data_name = data.get_data_dict() for kk in data_dict.keys(): if kk == 'type': continue diff --git a/deepmd/train/trainer_mt.py b/deepmd/train/trainer_mt.py new file mode 100644 index 0000000000..b098c669b8 --- /dev/null +++ b/deepmd/train/trainer_mt.py @@ -0,0 +1,713 @@ +#!/usr/bin/env python3 +import logging +import os +import time +import shutil +import google.protobuf.message +import numpy as np +from deepmd.env import tf +from deepmd.env import default_tf_session_config +from deepmd.env import GLOBAL_TF_FLOAT_PRECISION +from deepmd.env import GLOBAL_ENER_FLOAT_PRECISION +from deepmd.fit import EnerFitting, WFCFitting, PolarFittingLocFrame, PolarFittingSeA, GlobalPolarFittingSeA, DipoleFittingSeA +from deepmd.descriptor import DescrptLocFrame +from deepmd.descriptor import DescrptSeA +from deepmd.descriptor import DescrptSeT +from deepmd.descriptor import DescrptSeAEbd +from deepmd.descriptor import DescrptSeAEf +from deepmd.descriptor import DescrptSeR +from deepmd.descriptor import DescrptSeAR +from deepmd.descriptor import DescrptHybrid +from deepmd.model import EnerModel, WFCModel, DipoleModel, PolarModel, GlobalPolarModel +from deepmd.loss import EnerStdLoss, EnerDipoleLoss, TensorLoss +from deepmd.utils.errors import GraphTooLargeError +from deepmd.utils.learning_rate import LearningRateExp +from deepmd.utils.neighbor_stat import NeighborStat +from deepmd.utils.sess import run_sess +from deepmd.utils.type_embed import TypeEmbedNet + +from tensorflow.python.client import timeline +from deepmd.env import op_module + +# load grad of force module +import deepmd.op + +from deepmd.common import j_must_have, ClassArg + +log = logging.getLogger(__name__) + + +def _is_subdir(path, directory): + path = os.path.realpath(path) + directory = os.path.realpath(directory) + if path == directory: + return False + relative = os.path.relpath(path, directory) + os.sep + return not relative.startswith(os.pardir + os.sep) + +def _generate_descrpt_from_param_dict(descrpt_param): + try: + descrpt_type = descrpt_param['type'] + except KeyError: + raise KeyError('the type of descriptor should be set by `type`') + descrpt_param.pop('type', None) + to_pop = [] + for kk in descrpt_param: + if kk[0] == '_': + to_pop.append(kk) + for kk in to_pop: + descrpt_param.pop(kk, None) + if descrpt_type == 'loc_frame': + descrpt = DescrptLocFrame(**descrpt_param) + elif descrpt_type == 'se_e2_a' or descrpt_type == 'se_a' : + descrpt = DescrptSeA(**descrpt_param) + elif descrpt_type == 'se_e2_r' or descrpt_type == 'se_r' : + descrpt = DescrptSeR(**descrpt_param) + elif descrpt_type == 'se_e3' or descrpt_type == 'se_at' or descrpt_type == 'se_a_3be' : + descrpt = DescrptSeT(**descrpt_param) + elif descrpt_type == 'se_a_tpe' or descrpt_type == 'se_a_ebd' : + descrpt = DescrptSeAEbd(**descrpt_param) + elif descrpt_type == 'se_a_ef' : + descrpt = DescrptSeAEf(**descrpt_param) + elif descrpt_type == 'se_ar' : + descrpt = DescrptSeAR(descrpt_param) + else : + raise RuntimeError('unknow model type ' + descrpt_type) + return descrpt + + + +class DPTrainer_mt (object): + def __init__(self, + jdata, + run_opt): + self.run_opt = run_opt + self._init_param(jdata) + + def _init_param(self, jdata): + # model config + model_param = j_must_have(jdata, 'model') + training_param = j_must_have(jdata, 'training') + descrpt_param = j_must_have(model_param, 'descriptor') + fitting_param = j_must_have(model_param, 'fitting_net') + typeebd_param = model_param.get('type_embedding', None) + model_build_param = j_must_have(training_param, 'tasks') + self.model_param = model_param + self.descrpt_param = descrpt_param + self.fitting_param = fitting_param + self.model_build_param = model_build_param + self.seed = training_param['seed'] + + # descriptor + self.descriptor_dict = {} + for sub_descrpt in self.descrpt_param: + try: + descrpt_type = sub_descrpt['type'] + except KeyError: + raise KeyError('the type of descriptor should be set by `type`') + + if descrpt_type != 'hybrid': + tmp_descrpt = _generate_descrpt_from_param_dict(sub_descrpt) + else : + descrpt_list = [] + for ii in sub_descrpt.get('list', []): + descrpt_list.append(_generate_descrpt_from_param_dict(ii)) + tmp_descrpt = DescrptHybrid(descrpt_list) + self.descriptor_dict[str(sub_descrpt['name'])] = tmp_descrpt + + # type embedding (share the same one) + if typeebd_param is not None: + self.typeebd = TypeEmbedNet( + neuron=typeebd_param['neuron'], + resnet_dt=typeebd_param['resnet_dt'], + activation_function=typeebd_param['activation_function'], + precision=typeebd_param['precision'], + trainable=typeebd_param['trainable'], + seed=typeebd_param['seed'] + ) + else: + self.typeebd = None + + lr_param = j_must_have(jdata, 'learning_rate') + lr_param_dict = {} + for sub_lr in lr_param: + lr_param_dict[sub_lr['name']] = sub_lr + loss_param = jdata['loss'] + loss_param_dict = {} + for sub_loss in loss_param: + loss_param_dict[sub_loss['name']] = sub_loss + + self.fitting_descrpt = {} + for sub_model in self.model_build_param: + self.fitting_descrpt[sub_model['fitting_net']] = sub_model['descriptor'] + # fitting net + self.fitting_dict = {} + self.loss_dict = {} + self.lr_dict = {} + self.model_dict = {} + self.fitting_type_dict = {} + for sub_net in fitting_param: + name_fitting = sub_net['name'] + try: + sub_net_type = sub_net['type'] + except: + sub_net_type = 'ener' + self.fitting_type_dict[name_fitting] = sub_net_type + sub_net.pop('type', None) + name_descrpt = self.fitting_descrpt[name_fitting] + sub_net['descrpt'] = self.descriptor_dict[str(name_descrpt)] + if sub_net_type == 'ener': + self.fitting_dict[name_fitting] = EnerFitting( + descrpt = sub_net['descrpt'], + #type_map = model_param.get('type_map'), # this is the total type map + neuron = sub_net["neuron"], + resnet_dt = sub_net["resnet_dt"], + seed = sub_net["seed"], + name = name_fitting + ) + + elif sub_net_type == 'dipole': + if descrpt_type == 'se_e2_a': + self.fitting_dict[name_fitting] = DipoleFittingSeA(**sub_net) + else : + raise RuntimeError('fitting dipole only supports descrptors: se_e2_a') + elif sub_net_type == 'polar': + if descrpt_type == 'se_e2_a': + self.fitting_dict[name_fitting] = PolarFittingSeA(**sub_net) + else : + raise RuntimeError('fitting polar only supports descrptors: loc_frame and se_e2_a') + elif sub_net_type == 'global_polar': + if descrpt_type == 'se_e2_a': + self.fitting_dict[name_fitting] = GlobalPolarFittingSeA(**sub_net) + else : + raise RuntimeError('fitting global_polar only supports descrptors: loc_frame and se_e2_a') + else : + raise RuntimeError('unknow fitting type ' + sub_net_type) + + # init model + # infer model type by fitting_type + self.model_component = {} + self.method_name_list = [] + for sub_model in self.model_build_param: + fitting_name = sub_model['fitting_net'] + descrpt_name = sub_model['descriptor'] + lr_name = sub_model['learning_rate'] + loss_name = sub_model['loss'] + model_name = sub_model['name'] + self.method_name_list.append(model_name) + sub_model_component = {} + sub_model_component['fitting'] = fitting_name + sub_model_component['descrpt'] = descrpt_name + self.model_component[model_name] = sub_model_component + self.model_dict[model_name] = EnerModel( + self.descriptor_dict[descrpt_name], + self.fitting_dict[fitting_name], + self.typeebd, + #sub_net.get('type_map'), #this is the local type map + model_param.get('type_map'), # this is the total type map + model_param.get('data_stat_nbatch', 10), + model_param.get('data_stat_protect', 1e-2), + model_param.get('use_srtab'), + model_param.get('smin_alpha'), + model_param.get('sw_rmin'), + model_param.get('sw_rmax'), + model_name + ) + + # learning rate + sub_lr = lr_param_dict[lr_name] + try: + sub_lr_type = sub_lr['type'] + except: + sub_lr_type = 'exp' + if sub_lr_type == 'exp': + self.lr_dict[lr_name] = LearningRateExp(sub_lr['start_lr'], + sub_lr['stop_lr'], + sub_lr['decay_steps'], + name = lr_name) + else : + raise RuntimeError('unknown learning_rate type ' + sub_lr_type) + + # loss + # infer loss type by fitting_type + sub_loss = loss_param_dict[loss_name] + try : + loss_type = sub_loss.get('type', 'ener') + except: + loss_type = 'ener' + + sub_net_type = self.fitting_type_dict[fitting_name] + if sub_net_type == 'ener': + sub_loss.pop('type', None) + sub_loss['starter_learning_rate'] = self.lr_dict[lr_name].start_lr() + if loss_type == 'ener': + self.loss_dict[loss_name] = EnerStdLoss(**sub_loss) + elif loss_type == 'ener_dipole': + self.loss_dict[loss_name] = EnerDipoleLoss(**sub_loss) + else: + raise RuntimeError('unknow loss type') + elif sub_net_type == 'wfc': + self.loss_dict[loss_name] = TensorLoss(sub_loss, + model = self.model_dict[model_name], + tensor_name = 'wfc', + tensor_size = self.model_dict[model_name].get_out_size(), + label_name = 'wfc') + elif sub_net_type == 'dipole': + self.loss_dict[loss_name] = TensorLoss(sub_loss, + model = self.model_dict[model_name], + tensor_name = 'dipole', + tensor_size = 3, + label_name = 'dipole') + elif sub_net_type == 'polar': + self.loss_dict[loss_name] = TensorLoss(sub_loss, + model = self.model_dict[model_name], + tensor_name = 'polar', + tensor_size = 9, + label_name = 'polarizability') + elif sub_net_type == 'global_polar': + self.loss_dict[loss_name] = TensorLoss(sub_loss, + model = self.model_dict[model_name], + tensor_name = 'global_polar', + tensor_size = 9, + atomic = False, + label_name = 'polarizability') + else : + raise RuntimeError('get unknown fitting type when building loss function') + + + self.l2_l_dict = {} + self.l2_more_dict = {} + for sub_loss in self.loss_dict.keys(): + self.l2_l_dict[sub_loss] = None + self.l2_more_dict[sub_loss] = None + + # training + + tr_data = jdata['training'] + self.disp_file = tr_data.get('disp_file', 'lcurve.out') + self.disp_freq = tr_data.get('disp_freq', 1000) + self.save_freq = tr_data.get('save_freq', 1000) + self.save_ckpt = tr_data.get('save_ckpt', 'model.ckpt') + self.display_in_training = tr_data.get('disp_training', True) + self.timing_in_training = tr_data.get('time_training', True) + self.profiling = tr_data.get('profiling', False) + self.profiling_file = tr_data.get('profiling_file', 'timeline.json') + self.tensorboard = tr_data.get('tensorboard', False) + self.tensorboard_log_dir = tr_data.get('tensorboard_log_dir', 'log') + # self.sys_probs = tr_data['sys_probs'] + # self.auto_prob_style = tr_data['auto_prob'] + self.useBN = False + for fitting_name in self.fitting_dict.keys(): + fitting_type = self.fitting_type_dict[fitting_name] + tmp_fitting = self.fitting_dict[fitting_name] + if fitting_type == 'ener' and tmp_fitting.get_numb_fparam() > 0 : + self.numb_fparam = tmp_fitting.get_numb_fparam() + else : + self.numb_fparam = 0 + break + + if tr_data.get("validation_data", None) is not None: + self.valid_numb_batch = tr_data["validation_data"].get("numb_btch", 1) + else: + self.valid_numb_batch = 1 + + + def build (self, + data, + stop_batch = 0) : + # datadocker + #self.ntypes = len(self.model_param.get('type_map')) + self.ntypes = 0 + for descrpt_name in self.descriptor_dict: + sub_descrpt = self.descriptor_dict[descrpt_name] + self.ntypes+=sub_descrpt.get_ntypes() + + + + # Usually, the type number of the model should be equal to that of the data + # However, nt_model > nt_data should be allowed, since users may only want to + # train using a dataset that only have some of elements + assert (self.ntypes >= data.get_ntypes()), "ntypes should match that found in data" + self.stop_batch = stop_batch + + self.batch_size = data.get_batch_size() + + if self.numb_fparam > 0 : + log.info("training with %d frame parameter(s)" % self.numb_fparam) + else: + log.info("training without frame parameter") + + self.type_map = data.get_type_map() # this is the total type_map from the datadocker + + for i in range(len(self.model_dict.keys())): + model_name = list(self.model_dict.keys())[i] + sub_model = self.model_dict[model_name] + sub_data = data.get_data_system_idx(i) + sub_model.data_stat(sub_data) + + if 'compress' in self.model_param and self.model_param['compress']['compress']: + assert 'rcut' in self.descrpt_param, "Error: descriptor must have attr rcut!" + self.neighbor_stat \ + = NeighborStat(self.ntypes, self.descrpt_param['rcut']) + self.min_nbor_dist, self.max_nbor_size \ + = self.neighbor_stat.get_stat(data) + self.descrpt.enable_compression(self.min_nbor_dist, self.model_param['compress']['model_file'], self.model_param['compress']['table_config'][0], self.model_param['compress']['table_config'][1], self.model_param['compress']['table_config'][2], self.model_param['compress']['table_config'][3]) + + worker_device = "/job:%s/task:%d/%s" % (self.run_opt.my_job_name, + self.run_opt.my_task_index, + self.run_opt.my_device) + + with tf.device(tf.train.replica_device_setter(worker_device = worker_device, + cluster = self.run_opt.cluster_spec)): + self._build_lr() + self._build_network(data) + self._build_training(data) + + + def _build_lr(self): + self._extra_train_ops = [] + self.learning_rate_dict = {} + self.global_step = tf.train.get_or_create_global_step() + for lr_name in self.lr_dict.keys(): + self.learning_rate_dict[lr_name] = self.lr_dict[lr_name].build(self.global_step, self.stop_batch) + log.info("built lr") + + def _build_network(self, data): + self.place_holders = {} + data_dict,data_name = data.get_data_dict() + for kk in data_dict.keys(): + if kk == 'type': + continue + prec = GLOBAL_TF_FLOAT_PRECISION + if data_dict[kk]['high_prec'] : + prec = GLOBAL_ENER_FLOAT_PRECISION + self.place_holders[kk] = tf.placeholder(prec, [None], name = 't_' + kk) + self.place_holders['find_'+kk] = tf.placeholder(tf.float32, name = 't_find_' + kk) + + self.place_holders['type'] = tf.placeholder(tf.int32, [None], name='t_type') + self.place_holders['natoms_vec'] = tf.placeholder(tf.int32, [data.get_ntypes()+2], name='t_natoms') + self.place_holders['default_mesh'] = tf.placeholder(tf.int32, [None], name='t_mesh') + self.place_holders['is_training'] = tf.placeholder(tf.bool) + + for model_name in self.model_dict.keys(): + sub_model = self.model_dict[model_name] + suffix_dict = self.model_component[model_name] + suffix_dict['type_embed'] = 'type_embedding' + tmp_model_pred\ + = sub_model.build (self.place_holders['coord'], + self.place_holders['type'], + self.place_holders['natoms_vec'], + self.place_holders['box'], + self.place_holders['default_mesh'], + self.place_holders, + suffix = suffix_dict, + reuse = tf.AUTO_REUSE) + + + sub_loss = self.loss_dict[model_name] # model name should be the same as fitting and loss + #if sub_loss.get_name() == data_name: + tmp_l2_l, tmp_l2_more\ + = sub_loss.build (self.learning_rate_dict[model_name], + self.place_holders['natoms_vec'], + tmp_model_pred, + self.place_holders, + suffix = model_name) + self.l2_l_dict[model_name] = tmp_l2_l + self.l2_more_dict[model_name] = tmp_l2_more + + log.info("built network") + + def _build_training(self,data): + data_dict,data_name = data.get_data_dict() + trainable_variables = tf.trainable_variables() + self.optimizer_dict = {} + for loss_name in self.loss_dict.keys(): + sub_loss = self.loss_dict[loss_name] + optimizer = tf.train.AdamOptimizer(learning_rate = self.learning_rate_dict[loss_name]) + + if self.run_opt.is_distrib : + optimizer = tf.train.SyncReplicasOptimizer( + optimizer, + replicas_to_aggregate = self.run_opt.cluster_spec.num_tasks("worker"), + total_num_replicas = self.run_opt.cluster_spec.num_tasks("worker"), + name = "sync_replicas") + self.sync_replicas_hook = optimizer.make_session_run_hook(self.run_opt.is_chief) + self.optimizer_dict[loss_name] = optimizer + grads = tf.gradients(self.l2_l_dict[data_name], trainable_variables) + apply_op = self.optimizer_dict[data_name].apply_gradients (zip (grads, trainable_variables), + global_step=self.global_step, + name='train_step') + train_ops = [apply_op] + self._extra_train_ops + self.train_op = tf.group(*train_ops) + log.info("built training") + + def _init_sess_serial(self) : + self.sess = tf.Session(config=default_tf_session_config) + self.saver = tf.train.Saver() + saver = self.saver + if self.run_opt.init_mode == 'init_from_scratch' : + log.info("initialize model from scratch") + init_op = tf.global_variables_initializer() + self.sess.run(init_op) + fp = open(self.disp_file, "w") + fp.close () + elif self.run_opt.init_mode == 'init_from_model' : + log.info("initialize from model %s" % self.run_opt.init_model) + init_op = tf.global_variables_initializer() + self.sess.run(init_op) + saver.restore (self.sess, self.run_opt.init_model) + self.sess.run(self.global_step.assign(0)) + fp = open(self.disp_file, "w") + fp.close () + elif self.run_opt.init_mode == 'restart' : + log.info("restart from model %s" % self.run_opt.restart) + init_op = tf.global_variables_initializer() + self.sess.run(init_op) + saver.restore (self.sess, self.run_opt.restart) + else : + raise RuntimeError ("unkown init mode") + + def _init_sess_distrib(self): + ckpt_dir = os.path.join(os.getcwd(), self.save_ckpt) + assert(_is_subdir(ckpt_dir, os.getcwd())), "the checkpoint dir must be a subdir of the current dir" + if self.run_opt.init_mode == 'init_from_scratch' : + log.info("initialize model from scratch") + if self.run_opt.is_chief : + if os.path.exists(ckpt_dir): + shutil.rmtree(ckpt_dir) + if not os.path.exists(ckpt_dir) : + os.makedirs(ckpt_dir) + fp = open(self.disp_file, "w") + fp.close () + elif self.run_opt.init_mode == 'init_from_model' : + raise RuntimeError("distributed training does not support %s" % self.run_opt.init_mode) + elif self.run_opt.init_mode == 'restart' : + log.info("restart from model %s" % ckpt_dir) + if self.run_opt.is_chief : + assert(os.path.isdir(ckpt_dir)), "the checkpoint dir %s should exists" % ckpt_dir + else : + raise RuntimeError ("unkown init mode") + + saver = tf.train.Saver(max_to_keep = 1) + self.saver = None + # gpu_options = tf.GPUOptions(per_process_gpu_memory_fraction=0.5) + # config = tf.ConfigProto(allow_soft_placement=True, + # gpu_options = gpu_options, + # intra_op_parallelism_threads=self.run_opt.num_intra_threads, + # inter_op_parallelism_threads=self.run_opt.num_inter_threads) + config = tf.ConfigProto(intra_op_parallelism_threads=self.run_opt.num_intra_threads, + inter_op_parallelism_threads=self.run_opt.num_inter_threads) + # The stop_hook handles stopping after running given steps + # stop_hook = tf.train.StopAtStepHook(last_step = stop_batch) + # hooks = [self.sync_replicas_hook, stop_hook] + hooks = [self.sync_replicas_hook] + scaffold = tf.train.Scaffold(saver=saver) + # Use monitor session for distributed computation + self.sess = tf.train.MonitoredTrainingSession(master = self.run_opt.server.target, + is_chief = self.run_opt.is_chief, + config = config, + hooks = hooks, + scaffold = scaffold, + checkpoint_dir = ckpt_dir) + # , + # save_checkpoint_steps = self.save_freq) + + def train (self, train_data, valid_data=None) : + + # if valid_data is None: # no validation set specified. + # valid_data = train_data # using training set as validation set. + + stop_batch = self.stop_batch + if self.run_opt.is_distrib : + self._init_sess_distrib() + else : + self._init_sess_serial() + + # self.print_head() + fp = None + if self.run_opt.is_chief : + fp = open(self.disp_file, "a") + + cur_batch = self.sess.run(self.global_step) + is_first_step = True + self.cur_batch = cur_batch + for lr_name in self.lr_dict.keys(): + tmp_lr = self.lr_dict[lr_name] + log.info("system %s, start training at lr %.2e (== %.2e), decay_step %d, decay_rate %f, final lr will be %.2e" % + (lr_name, + self.sess.run(self.learning_rate_dict[lr_name]), + tmp_lr.value(cur_batch), + tmp_lr.decay_steps_, + tmp_lr.decay_rate_, + tmp_lr.value(stop_batch)) + ) + + prf_options = None + prf_run_metadata = None + if self.profiling : + prf_options = tf.RunOptions(trace_level=tf.RunOptions.FULL_TRACE) + prf_run_metadata = tf.RunMetadata() + + # set tensorboard execution environment + if self.tensorboard : + summary_merged_op = tf.summary.merge_all() + shutil.rmtree(self.tensorboard_log_dir) + tb_train_writer = tf.summary.FileWriter(self.tensorboard_log_dir + '/train', self.sess.graph) + tb_valid_writer = tf.summary.FileWriter(self.tensorboard_log_dir + '/test') + else: + tb_train_writer = None + tb_valid_writer = None + + train_time = 0 + n_methods = train_data.get_nmethod() + + while cur_batch < stop_batch : + + # first round validation: + pick_method = np.random.randint(0,n_methods) + train_batch = train_data.get_batch(pick_method) + if self.display_in_training and is_first_step: + valid_batches = [valid_data.get_batch(pick_method) for ii in range(self.valid_numb_batch)] if valid_data is not None else None + self.valid_on_the_fly(fp, [train_batch], valid_batches,print_header=True,method = pick_method) + is_first_step = False + + if self.timing_in_training: tic = time.time() + train_feed_dict = self.get_feed_dict(train_batch, is_training=True) + # use tensorboard to visualize the training of deepmd-kit + # it will takes some extra execution time to generate the tensorboard data + if self.tensorboard : + summary, _ = self.sess.run([summary_merged_op, self.train_op], feed_dict=train_feed_dict, + options=prf_options, run_metadata=prf_run_metadata) + tb_train_writer.add_summary(summary, cur_batch) + else : + self.sess.run([self.train_op], feed_dict=train_feed_dict, + options=prf_options, run_metadata=prf_run_metadata) + if self.timing_in_training: toc = time.time() + if self.timing_in_training: train_time += toc - tic + cur_batch = self.sess.run(self.global_step) + self.cur_batch = cur_batch + + # on-the-fly validation + if self.display_in_training and (cur_batch % self.disp_freq == 0): + if self.timing_in_training: + tic = time.time() + valid_batches = [valid_data.get_batch(pick_method) for ii in range(self.valid_numb_batch)] if valid_data is not None else None + self.valid_on_the_fly(fp, [train_batch], valid_batches,method=pick_method) + if self.timing_in_training: + toc = time.time() + test_time = toc - tic + log.info("batch %7d method %s training time %.2f s, testing time %.2f s" + % (cur_batch,pick_method, train_time, test_time)) + train_time = 0 + + if self.save_freq > 0 and cur_batch % self.save_freq == 0 and self.run_opt.is_chief : + if self.saver is not None : + self.saver.save (self.sess, os.getcwd() + "/" + self.save_ckpt) + log.info("saved checkpoint %s" % self.save_ckpt) + if self.run_opt.is_chief: + fp.close () + if self.profiling and self.run_opt.is_chief : + fetched_timeline = timeline.Timeline(prf_run_metadata.step_stats) + chrome_trace = fetched_timeline.generate_chrome_trace_format() + with open(self.profiling_file, 'w') as f: + f.write(chrome_trace) + + def get_feed_dict(self, batch, is_training): + feed_dict = {} + for kk in batch.keys(): + if kk == 'find_type' or kk == 'type': + continue + if 'find_' in kk: + feed_dict[self.place_holders[kk]] = batch[kk] + else: + feed_dict[self.place_holders[kk]] = np.reshape(batch[kk], [-1]) + for ii in ['type']: + feed_dict[self.place_holders[ii]] = np.reshape(batch[ii], [-1]) + for ii in ['natoms_vec', 'default_mesh']: + feed_dict[self.place_holders[ii]] = batch[ii] + feed_dict[self.place_holders['is_training']] = is_training + + return feed_dict + + def get_global_step(self): + return self.sess.run(self.global_step) + + # def print_head (self) : # depreciated + # if self.run_opt.is_chief: + # fp = open(self.disp_file, "a") + # print_str = "# %5s" % 'batch' + # print_str += self.loss.print_header() + # print_str += ' %8s\n' % 'lr' + # fp.write(print_str) + # fp.close () + + def valid_on_the_fly(self, + fp, + train_batches, + valid_batches, + print_header=False, + method = None): + train_results = self.get_evaluation_results(train_batches,method) + valid_results = self.get_evaluation_results(valid_batches,method) + + cur_batch = self.cur_batch + current_lr = self.sess.run(self.learning_rate_dict[self.method_name_list[method]]) + if print_header: + self.print_header(fp, train_results, valid_results) + self.print_on_training(fp, train_results, valid_results, cur_batch, current_lr,method) + + @staticmethod + def print_header(fp, train_results, valid_results): + print_str = '' + print_str += "# %5s" % 'step' + print_str += " %6s" % 'method' + if valid_results is not None: + prop_fmt = ' %11s %11s' + for k in train_results.keys(): + print_str += prop_fmt % (k + '_val', k + '_trn') + else: + prop_fmt = ' %11s' + for k in train_results.keys(): + print_str += prop_fmt % (k + '_trn') + print_str += ' %8s\n' % 'lr' + fp.write(print_str) + fp.flush() + + @staticmethod + def print_on_training(fp, train_results, valid_results, cur_batch, cur_lr,method): + print_str = '' + print_str += "%7d" % cur_batch + print_str += "%8d" % method + if valid_results is not None: + prop_fmt = " %11.2e %11.2e" + for k in valid_results.keys(): + # assert k in train_results.keys() + print_str += prop_fmt % (valid_results[k], train_results[k]) + else: + prop_fmt = " %11.2e" + for k in train_results.keys(): + print_str += prop_fmt % (train_results[k]) + print_str += " %8.1e\n" % cur_lr + fp.write(print_str) + fp.flush() + + def get_evaluation_results(self, batch_list,method): + if batch_list is None: return None + numb_batch = len(batch_list) + + sum_results = {} # sum of losses on all atoms + sum_natoms = 0 + for i in range(numb_batch): + batch = batch_list[i] + natoms = batch["natoms_vec"] + feed_dict = self.get_feed_dict(batch, is_training=False) + sub_loss = self.loss_dict[self.method_name_list[method]] + results = sub_loss.eval(self.sess, feed_dict, natoms) + + for k, v in results.items(): + if k == "natoms": + sum_natoms += v + else: + sum_results[k] = sum_results.get(k, 0.) + v * results["natoms"] + avg_results = {k: v / sum_natoms for k, v in sum_results.items() if not k == "natoms"} + return avg_results diff --git a/deepmd/utils/__init__.py b/deepmd/utils/__init__.py index a54f69b853..273ee92191 100644 --- a/deepmd/utils/__init__.py +++ b/deepmd/utils/__init__.py @@ -1,6 +1,7 @@ # from .data import DeepmdData from .data_system import DeepmdDataSystem +from .data_system import DeepmdDataDocker # out-of-dated from .data import DataSets diff --git a/deepmd/utils/argcheck_mt.py b/deepmd/utils/argcheck_mt.py new file mode 100644 index 0000000000..0962c49d21 --- /dev/null +++ b/deepmd/utils/argcheck_mt.py @@ -0,0 +1,727 @@ +from dargs import dargs, Argument, Variant +# from deepmd.common import ACTIVATION_FN_DICT, PRECISION_DICT +ACTIVATION_FN_DICT = {} +PRECISION_DICT = {} + +def list_to_doc(xx): + items = [] + for ii in xx: + if len(items) == 0: + items.append(f'"{ii}"') + else: + items.append(f', "{ii}"') + items.append('.') + return ''.join(items) + + +def make_link(content, ref_key): + return f'`{content} <{ref_key}_>`_' if not dargs.RAW_ANCHOR \ + else f'`{content} <#{ref_key}>`_' + + +def type_embedding_args(): + doc_neuron = 'Number of neurons in each hidden layers of the embedding net. When two layers are of the same size or one layer is twice as large as the previous layer, a skip connection is built.' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_seed = 'Random seed for parameter initialization' + doc_activation_function = f'The activation function in the embedding net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_precision = f'The precision of the embedding net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_trainable = 'If the parameters in the embedding net are trainable' + + return [ + Argument("neuron", list, optional=True, default=[2, 4, 8], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=False, doc=doc_resnet_dt), + Argument("precision", str, optional=True, default="float64", doc=doc_precision), + Argument("trainable", bool, optional=True, default=True, doc=doc_trainable), + Argument("seed", [int, None], optional=True, doc=doc_seed), + ] + + +# --- Descriptor configurations: --- # +def descrpt_local_frame_args(): + doc_sel_a = 'A list of integers. The length of the list should be the same as the number of atom types in the system. `sel_a[i]` gives the selected number of type-i neighbors. The full relative coordinates of the neighbors are used by the descriptor.' + doc_sel_r = 'A list of integers. The length of the list should be the same as the number of atom types in the system. `sel_r[i]` gives the selected number of type-i neighbors. Only relative distance of the neighbors are used by the descriptor. sel_a[i] + sel_r[i] is recommended to be larger than the maximally possible number of type-i neighbors in the cut-off radius.' + doc_rcut = 'The cut-off radius. The default value is 6.0' + doc_axis_rule = 'A list of integers. The length should be 6 times of the number of types. \n\n\ +- axis_rule[i*6+0]: class of the atom defining the first axis of type-i atom. 0 for neighbors with full coordinates and 1 for neighbors only with relative distance.\n\n\ +- axis_rule[i*6+1]: type of the atom defining the first axis of type-i atom.\n\n\ +- axis_rule[i*6+2]: index of the axis atom defining the first axis. Note that the neighbors with the same class and type are sorted according to their relative distance.\n\n\ +- axis_rule[i*6+3]: class of the atom defining the first axis of type-i atom. 0 for neighbors with full coordinates and 1 for neighbors only with relative distance.\n\n\ +- axis_rule[i*6+4]: type of the atom defining the second axis of type-i atom.\n\n\ +- axis_rule[i*6+5]: class of the atom defining the second axis of type-i atom. 0 for neighbors with full coordinates and 1 for neighbors only with relative distance.' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("sel_a", list, optional=False, doc=doc_sel_a), + Argument("sel_r", list, optional=False, doc=doc_sel_r), + Argument("rcut", float, optional=True, default=6.0, doc=doc_rcut), + Argument("axis_rule", list, optional=False, doc=doc_axis_rule) + ] + + +def descrpt_se_a_args(): + doc_sel = 'A list of integers. The length of the list should be the same as the number of atom types in the system. `sel[i]` gives the selected number of type-i neighbors. `sel[i]` is recommended to be larger than the maximally possible number of type-i neighbors in the cut-off radius. It is noted that the total sel value must be less than 4096 in a GPU environment.' + doc_rcut = 'The cut-off radius.' + doc_rcut_smth = 'Where to start smoothing. For example the 1/r term is smoothed from `rcut` to `rcut_smth`' + doc_neuron = 'Number of neurons in each hidden layers of the embedding net. When two layers are of the same size or one layer is twice as large as the previous layer, a skip connection is built.' + doc_axis_neuron = 'Size of the submatrix of G (embedding matrix).' + doc_activation_function = f'The activation function in the embedding net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_type_one_side = 'Try to build N_types embedding nets. Otherwise, building N_types^2 embedding nets' + doc_precision = f'The precision of the embedding net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_trainable = 'If the parameters in the embedding net is trainable' + doc_seed = 'Random seed for parameter initialization' + doc_exclude_types = 'The Excluded types' + doc_set_davg_zero = 'Set the normalization average to zero. This option should be set when `atom_ener` in the energy fitting is used' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("sel", list, optional=False, doc=doc_sel), + Argument("rcut", float, optional=True, default=6.0, doc=doc_rcut), + Argument("rcut_smth", float, optional=True, default=0.5, doc=doc_rcut_smth), + Argument("neuron", list, optional=True, default=[10, 20, 40], doc=doc_neuron), + Argument("axis_neuron", int, optional=True, default=4, doc=doc_axis_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=False, doc=doc_resnet_dt), + Argument("type_one_side", bool, optional=True, default=False, doc=doc_type_one_side), + Argument("precision", str, optional=True, default="float64", doc=doc_precision), + Argument("trainable", bool, optional=True, default=True, doc=doc_trainable), + Argument("seed", [int, None], optional=True, doc=doc_seed), + Argument("exclude_types", list, optional=True, default=[], doc=doc_exclude_types), + Argument("set_davg_zero", bool, optional=True, default=False, doc=doc_set_davg_zero) + ] + + +def descrpt_se_t_args(): + doc_sel = 'A list of integers. The length of the list should be the same as the number of atom types in the system. `sel[i]` gives the selected number of type-i neighbors. `sel[i]` is recommended to be larger than the maximally possible number of type-i neighbors in the cut-off radius. It is noted that the total sel value must be less than 4096 in a GPU environment.' + doc_rcut = 'The cut-off radius.' + doc_rcut_smth = 'Where to start smoothing. For example the 1/r term is smoothed from `rcut` to `rcut_smth`' + doc_neuron = 'Number of neurons in each hidden layers of the embedding net. When two layers are of the same size or one layer is twice as large as the previous layer, a skip connection is built.' + doc_activation_function = f'The activation function in the embedding net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_precision = f'The precision of the embedding net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_trainable = 'If the parameters in the embedding net are trainable' + doc_seed = 'Random seed for parameter initialization' + doc_set_davg_zero = 'Set the normalization average to zero. This option should be set when `atom_ener` in the energy fitting is used' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("sel", list, optional=False, doc=doc_sel), + Argument("rcut", float, optional=True, default=6.0, doc=doc_rcut), + Argument("rcut_smth", float, optional=True, default=0.5, doc=doc_rcut_smth), + Argument("neuron", list, optional=True, default=[10, 20, 40], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=False, doc=doc_resnet_dt), + Argument("precision", str, optional=True, default="float64", doc=doc_precision), + Argument("trainable", bool, optional=True, default=True, doc=doc_trainable), + Argument("seed", [int, None], optional=True, doc=doc_seed), + Argument("set_davg_zero", bool, optional=True, default=False, doc=doc_set_davg_zero) + ] + + +def descrpt_se_a_tpe_args(): + doc_type_nchanl = 'number of channels for type embedding' + doc_type_nlayer = 'number of hidden layers of type embedding net' + doc_numb_aparam = 'dimension of atomic parameter. if set to a value > 0, the atomic parameters are embedded.' + + return descrpt_se_a_args() + [ + Argument("type_nchanl", int, optional=True, default=4, doc=doc_type_nchanl), + Argument("type_nlayer", int, optional=True, default=2, doc=doc_type_nlayer), + Argument("numb_aparam", int, optional=True, default=0, doc=doc_numb_aparam) + ] + + +def descrpt_se_r_args(): + doc_sel = 'A list of integers. The length of the list should be the same as the number of atom types in the system. `sel[i]` gives the selected number of type-i neighbors. `sel[i]` is recommended to be larger than the maximally possible number of type-i neighbors in the cut-off radius. It is noted that the total sel value must be less than 4096 in a GPU environment.' + doc_rcut = 'The cut-off radius.' + doc_rcut_smth = 'Where to start smoothing. For example the 1/r term is smoothed from `rcut` to `rcut_smth`' + doc_neuron = 'Number of neurons in each hidden layers of the embedding net. When two layers are of the same size or one layer is twice as large as the previous layer, a skip connection is built.' + doc_activation_function = f'The activation function in the embedding net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_type_one_side = 'Try to build N_types embedding nets. Otherwise, building N_types^2 embedding nets' + doc_precision = f'The precision of the embedding net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_trainable = 'If the parameters in the embedding net are trainable' + doc_seed = 'Random seed for parameter initialization' + doc_exclude_types = 'The Excluded types' + doc_set_davg_zero = 'Set the normalization average to zero. This option should be set when `atom_ener` in the energy fitting is used' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("sel", list, optional=False, doc=doc_sel), + Argument("rcut", float, optional=True, default=6.0, doc=doc_rcut), + Argument("rcut_smth", float, optional=True, default=0.5, doc=doc_rcut_smth), + Argument("neuron", list, optional=True, default=[10, 20, 40], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=False, doc=doc_resnet_dt), + Argument("type_one_side", bool, optional=True, default=False, doc=doc_type_one_side), + Argument("precision", str, optional=True, default="float64", doc=doc_precision), + Argument("trainable", bool, optional=True, default=True, doc=doc_trainable), + Argument("seed", [int, None], optional=True, doc=doc_seed), + Argument("exclude_types", list, optional=True, default=[], doc=doc_exclude_types), + Argument("set_davg_zero", bool, optional=True, default=False, doc=doc_set_davg_zero) + ] + + +def descrpt_se_ar_args(): + link = make_link('se_a', 'model/descriptor[se_a]') + doc_a = f'The parameters of descriptor {link}' + link = make_link('se_r', 'model/descriptor[se_r]') + doc_r = f'The parameters of descriptor {link}' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("a", dict, optional=False, doc=doc_a), + Argument("r", dict, optional=False, doc=doc_r), + ] + + +def descrpt_hybrid_args(): + doc_list = f'A list of descriptor definitions' + + return [ + Argument("name", str, optional=True, default='', doc="Descriptor name."), + Argument("list", list, optional=False, doc=doc_list) + ] + + +def descrpt_se_conv1d_args(): + doc_conv_windows = 'window sizes of each convolutional layer.' + doc_conv_neurons = 'number of neurons in each convolutional layer.' + doc_conv_residual = 'whether use residual convolution.' + doc_conv_activation_fn = 'the activation function of convolutional layers.' + + return descrpt_se_a_args() + [ + Argument("conv_windows", list, optional=True, default=[], doc=doc_conv_windows), + Argument("conv_neurons", list, optional=True, default=[], doc=doc_conv_neurons), + Argument("conv_residual", bool, optional=True, default=False, doc=doc_conv_residual), + Argument("conv_activation_fn", str, optional=True, default='tanh', doc=doc_conv_activation_fn) + ] + + +def descrpt_se_conv_geo_args(): + doc_conv_geo_windows = 'window sizes of each convolutional layer for geometric features.' + doc_conv_geo_neurons = 'number of neurons in each convolutional layer for geometric features.' + doc_conv_geo_residual = 'whether use residual convolution for geometric features.' + doc_conv_geo_activation_fn = 'the activation function of convolutional layers for geometric features.' + + return descrpt_se_conv1d_args() + [ + Argument("conv_geo_windows", list, optional=True, default=[], doc=doc_conv_geo_windows), + Argument("conv_geo_neurons", list, optional=True, default=[], doc=doc_conv_geo_neurons), + Argument("conv_geo_residual", bool, optional=True, default=False, doc=doc_conv_geo_residual), + Argument("conv_geo_activation_fn", str, optional=True, default='tanh', doc=doc_conv_geo_activation_fn) + ] + + +def descrpt_variant_type_args(): + link_lf = make_link('loc_frame', 'model/descriptor[loc_frame]') + link_se_e2_a = make_link('se_e2_a', 'model/descriptor[se_e2_a]') + link_se_e2_r = make_link('se_e2_r', 'model/descriptor[se_e2_r]') + link_se_e3 = make_link('se_e3', 'model/descriptor[se_e3]') + link_se_a_tpe = make_link('se_a_tpe', 'model/descriptor[se_a_tpe]') + link_hybrid = make_link('hybrid', 'model/descriptor[hybrid]') + doc_descrpt_type = f'The type of the descritpor. See explanation below. \n\n\ +- `loc_frame`: Defines a local frame at each atom, and the compute the descriptor as local coordinates under this frame.\n\n\ +- `se_e2_a`: Used by the smooth edition of Deep Potential. The full relative coordinates are used to construct the descriptor.\n\n\ +- `se_e2_r`: Used by the smooth edition of Deep Potential. Only the distance between atoms is used to construct the descriptor.\n\n\ +- `se_e3`: Used by the smooth edition of Deep Potential. The full relative coordinates are used to construct the descriptor. Three-body embedding will be used by this descriptor.\n\n\ +- `se_a_tpe`: Used by the smooth edition of Deep Potential. The full relative coordinates are used to construct the descriptor. Type embedding will be used by this descriptor.\n\n\ +- `hybrid`: Concatenate of a list of descriptors as a new descriptor.' + + return Variant("type", [ + Argument("loc_frame", dict, descrpt_local_frame_args()), + Argument("se_e2_a", dict, descrpt_se_a_args(), alias=['se_a']), + Argument("se_e2_r", dict, descrpt_se_r_args(), alias=['se_r']), + Argument("se_e3", dict, descrpt_se_t_args(), alias=['se_at', 'se_a_3be', 'se_t']), + Argument("se_a_tpe", dict, descrpt_se_a_tpe_args(), alias=['se_a_ebd']), + Argument("se_conv1d", dict, descrpt_se_conv1d_args(), alias=['se_conv']), + Argument("se_conv_geo", dict, descrpt_se_conv_geo_args(), alias=['se_seq_geo']), + Argument("hybrid", dict, descrpt_hybrid_args()), + ], doc=doc_descrpt_type) + + +# --- Fitting net configurations: --- # +def fitting_ener(): + doc_numb_fparam = 'The dimension of the frame parameter. If set to >0, file `fparam.npy` should be included to provided the input fparams.' + doc_numb_aparam = 'The dimension of the atomic parameter. If set to >0, file `aparam.npy` should be included to provided the input aparams.' + doc_neuron = 'The number of neurons in each hidden layers of the fitting net. When two hidden layers are of the same size, a skip connection is built.' + doc_activation_function = f'The activation function in the fitting net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_precision = f'The precision of the fitting net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_trainable = 'Whether the parameters in the fitting net are trainable. This option can be\n\n\ +- bool: True if all parameters of the fitting net are trainable, False otherwise.\n\n\ +- list of bool: Specifies if each layer is trainable. Since the fitting net is composed by hidden layers followed by a output layer, the length of tihs list should be equal to len(`neuron`)+1.' + doc_rcond = 'The condition number used to determine the inital energy shift for each type of atoms.' + doc_seed = 'Random seed for parameter initialization of the fitting net' + doc_atom_ener = 'Specify the atomic energy in vacuum for each type' + + return [ + Argument("name", str, optional=True, default='', doc="Fitting net name."), + Argument("numb_fparam", int, optional=True, default=0, doc=doc_numb_fparam), + Argument("numb_aparam", int, optional=True, default=0, doc=doc_numb_aparam), + Argument("neuron", list, optional=True, default=[120, 120, 120], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("precision", str, optional=True, default='float64', doc=doc_precision), + Argument("resnet_dt", bool, optional=True, default=True, doc=doc_resnet_dt), + Argument("trainable", [list, bool], optional=True, default=True, doc=doc_trainable), + Argument("rcond", float, optional=True, default=1e-3, doc=doc_rcond), + Argument("seed", [int, None], optional=True, doc=doc_seed), + Argument("atom_ener", list, optional=True, default=[], doc=doc_atom_ener) + ] + + +def fitting_polar(): + doc_neuron = 'The number of neurons in each hidden layers of the fitting net. When two hidden layers are of the same size, a skip connection is built.' + doc_activation_function = f'The activation function in the fitting net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_precision = f'The precision of the fitting net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_scale = 'The output of the fitting net (polarizability matrix) will be scaled by ``scale``' + # doc_diag_shift = 'The diagonal part of the polarizability matrix will be shifted by ``diag_shift``. The shift operation is carried out after ``scale``.' + doc_fit_diag = 'Fit the diagonal part of the rotational invariant polarizability matrix, which will be converted to normal polarizability matrix by contracting with the rotation matrix.' + doc_sel_type = 'The atom types for which the atomic polarizability will be provided. If not set, all types will be selected.' + doc_seed = 'Random seed for parameter initialization of the fitting net' + + # YWolfeee: user can decide whether to use shift diag + doc_shift_diag = 'Whether to shift the diagonal of polar, which is beneficial to training. Default is true.' + + return [ + Argument("name", str, optional=True, default='', doc="Fitting net name."), + Argument("neuron", list, optional=True, default=[120, 120, 120], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=True, doc=doc_resnet_dt), + Argument("precision", str, optional=True, default='float64', doc=doc_precision), + Argument("fit_diag", bool, optional=True, default=True, doc=doc_fit_diag), + Argument("scale", [list, float], optional=True, default=1.0, doc=doc_scale), + # Argument("diag_shift", [list,float], optional = True, default = 0.0, doc = doc_diag_shift), + Argument("shift_diag", bool, optional=True, default=True, doc=doc_shift_diag), + Argument("sel_type", [list, int, None], optional=True, doc=doc_sel_type), + Argument("seed", [int, None], optional=True, doc=doc_seed) + ] + + +# def fitting_global_polar(): +# return fitting_polar() + + +def fitting_dipole(): + doc_neuron = 'The number of neurons in each hidden layers of the fitting net. When two hidden layers are of the same size, a skip connection is built.' + doc_activation_function = f'The activation function in the fitting net. Supported activation functions are {list_to_doc(ACTIVATION_FN_DICT.keys())}' + doc_resnet_dt = 'Whether to use a "Timestep" in the skip connection' + doc_precision = f'The precision of the fitting net parameters, supported options are {list_to_doc(PRECISION_DICT.keys())}' + doc_sel_type = 'The atom types for which the atomic dipole will be provided. If not set, all types will be selected.' + doc_seed = 'Random seed for parameter initialization of the fitting net' + return [ + Argument("name", str, optional=True, default='', doc="Fitting net name."), + Argument("neuron", list, optional=True, default=[120, 120, 120], doc=doc_neuron), + Argument("activation_function", str, optional=True, default='tanh', doc=doc_activation_function), + Argument("resnet_dt", bool, optional=True, default=True, doc=doc_resnet_dt), + Argument("precision", str, optional=True, default='float64', doc=doc_precision), + Argument("sel_type", [list, int, None], optional=True, doc=doc_sel_type), + Argument("seed", [int, None], optional=True, doc=doc_seed) + ] + + +# YWolfeee: Delete global polar mode, merge it into polar mode and use loss setting to support. +def fitting_variant_type_args(): + doc_descrpt_type = 'The type of the fitting. See explanation below. \n\n\ +- `ener`: Fit an energy model (potential energy surface).\n\n\ +- `dipole`: Fit an atomic dipole model. Global dipole labels or atomic dipole labels for all the selected atoms (see `sel_type`) should be provided by `dipole.npy` in each data system. The file either has number of frames lines and 3 times of number of selected atoms columns, or has number of frames lines and 3 columns. See `loss` parameter.\n\n\ +- `polar`: Fit an atomic polarizability model. Global polarizazbility labels or atomic polarizability labels for all the selected atoms (see `sel_type`) should be provided by `polarizability.npy` in each data system. The file eith has number of frames lines and 9 times of number of selected atoms columns, or has number of frames lines and 9 columns. See `loss` parameter.\n\n' + + return Variant("type", [Argument("ener", dict, fitting_ener()), + Argument("dipole", dict, fitting_dipole()), + Argument("polar", dict, fitting_polar()), + ], + optional=True, + default_tag='ener', + doc=doc_descrpt_type) + + +# --- Modifier configurations: --- # +def modifier_dipole_charge(): + doc_model_name = "The name of the frozen dipole model file." + doc_model_charge_map = f"The charge of the WFCC. The list length should be the same as the {make_link('sel_type', 'model/fitting_net[dipole]/sel_type')}. " + doc_sys_charge_map = f"The charge of real atoms. The list length should be the same as the {make_link('type_map', 'model/type_map')}" + doc_ewald_h = f"The grid spacing of the FFT grid. Unit is A" + doc_ewald_beta = f"The splitting parameter of Ewald sum. Unit is A^{-1}" + + return [ + Argument("model_name", str, optional=False, doc=doc_model_name), + Argument("model_charge_map", list, optional=False, doc=doc_model_charge_map), + Argument("sys_charge_map", list, optional=False, doc=doc_sys_charge_map), + Argument("ewald_beta", float, optional=True, default=0.4, doc=doc_ewald_beta), + Argument("ewald_h", float, optional=True, default=1.0, doc=doc_ewald_h), + ] + + +def modifier_variant_type_args(): + doc_modifier_type = "The type of modifier. See explanation below.\n\n\ +-`dipole_charge`: Use WFCC to model the electronic structure of the system. Correct the long-range interaction" + return Variant("type", + [ + Argument("dipole_charge", dict, modifier_dipole_charge()), + ], + optional=False, + doc=doc_modifier_type) + + +# --- model compression configurations: --- # +def model_compression(): + doc_compress = "The name of the frozen model file." + doc_model_file = f"The input model file, which will be compressed by the DeePMD-kit." + doc_table_config = f"The arguments of model compression, including extrapolate(scale of model extrapolation), stride(uniform stride of tabulation's first and second table), and frequency(frequency of tabulation overflow check)." + + return [ + Argument("compress", bool, optional=False, default=True, doc=doc_compress), + Argument("model_file", str, optional=False, default='frozen_model.pb', doc=doc_model_file), + Argument("table_config", list, optional=False, default=[5, 0.01, 0.1, -1], doc=doc_table_config), + ] + + +# --- model compression configurations: --- # +def model_compression_type_args(): + doc_compress_type = "The type of model compression, which should be consistent with the descriptor type." + + return Variant("type", [ + Argument("se_e2_a", dict, model_compression(), alias=['se_a']) + ], + optional=True, + default_tag='se_e2_a', + doc=doc_compress_type) + + +def model_args(): + doc_type_map = 'A list of strings. Give the name to each type of atoms. It is noted that the number of atom type of training system must be less than 128 in a GPU environment.' + doc_data_stat_nbatch = 'The model determines the normalization from the statistics of the data. This key specifies the number of `frames` in each `system` used for statistics.' + doc_data_stat_protect = 'Protect parameter for atomic energy regression.' + doc_type_embedding = "The type embedding." + doc_descrpt = 'A list of DeepMD descriptors identified by key arg `name`.' + doc_fitting = 'A list of DeepMD fitting networks identified by key arg `name`.' + doc_modifier = 'The modifier of model output.' + doc_use_srtab = 'The table for the short-range pairwise interaction added on top of DP. The table is a text data file with (N_t + 1) * N_t / 2 + 1 columes. The first colume is the distance between atoms. The second to the last columes are energies for pairs of certain types. For example we have two atom types, 0 and 1. The columes from 2nd to 4th are for 0-0, 0-1 and 1-1 correspondingly.' + doc_smin_alpha = 'The short-range tabulated interaction will be swithed according to the distance of the nearest neighbor. This distance is calculated by softmin. This parameter is the decaying parameter in the softmin. It is only required when `use_srtab` is provided.' + doc_sw_rmin = 'The lower boundary of the interpolation between short-range tabulated interaction and DP. It is only required when `use_srtab` is provided.' + doc_sw_rmax = 'The upper boundary of the interpolation between short-range tabulated interaction and DP. It is only required when `use_srtab` is provided.' + doc_compress_config = 'Model compression configurations' + + ca = Argument("model", dict, + [Argument("type_map", list, optional=True, doc=doc_type_map), + Argument("data_stat_nbatch", int, optional=True, default=10, doc=doc_data_stat_nbatch), + Argument("data_stat_protect", float, optional=True, default=1e-2, doc=doc_data_stat_protect), + Argument("use_srtab", str, optional=True, doc=doc_use_srtab), + Argument("smin_alpha", float, optional=True, doc=doc_smin_alpha), + Argument("sw_rmin", float, optional=True, doc=doc_sw_rmin), + Argument("sw_rmax", float, optional=True, doc=doc_sw_rmax), + Argument("type_embedding", dict, type_embedding_args(), [], optional=True, doc=doc_type_embedding), + Argument("descriptor", list, doc=doc_descrpt), + Argument("fitting_net", list, doc=doc_fitting), + Argument("modifier", dict, [], [modifier_variant_type_args()], optional=True, doc=doc_modifier), + Argument("compress", dict, [], [model_compression_type_args()], optional=True, + doc=doc_compress_config) + ]) + # print(ca.gen_doc()) + return ca + + +# --- Learning rate configurations: --- # +def learning_rate_exp(): + doc_start_lr = 'The learning rate the start of the training.' + doc_stop_lr = 'The desired learning rate at the end of the training.' + doc_decay_steps = 'The learning rate is decaying every this number of training steps.' + + args = [ + Argument("name", str, optional=True, default='', doc="Learning rate name."), + Argument("start_lr", float, optional=True, default=1e-3, doc=doc_start_lr), + Argument("stop_lr", float, optional=True, default=1e-8, doc=doc_stop_lr), + Argument("decay_steps", int, optional=True, default=5000, doc=doc_decay_steps) + ] + return args + + +def learning_rate_variant_type_args(): + doc_lr = 'The type of the learning rate.' + + return Variant("type", + [Argument("exp", dict, learning_rate_exp())], + optional=True, + default_tag='exp', + doc=doc_lr) + + +def learning_rate_args(): + doc_lr = "A list of learning rates identified by key arg `name`." + return Argument("learning_rate", list, doc=doc_lr) + + +# --- Loss configurations: --- # +def start_pref(item): + return f'The prefactor of {item} loss at the start of the training. Should be larger than or equal to 0. If set to none-zero value, the {item} label should be provided by file {item}.npy in each data system. If both start_pref_{item} and limit_pref_{item} are set to 0, then the {item} will be ignored.' + + +def limit_pref(item): + return f'The prefactor of {item} loss at the limit of the training, Should be larger than or equal to 0. i.e. the training step goes to infinity.' + + +def loss_ener(): + doc_start_pref_e = start_pref('energy') + doc_limit_pref_e = limit_pref('energy') + doc_start_pref_f = start_pref('force') + doc_limit_pref_f = limit_pref('force') + doc_start_pref_v = start_pref('virial') + doc_limit_pref_v = limit_pref('virial') + doc_start_pref_ae = start_pref('atom_ener') + doc_limit_pref_ae = limit_pref('atom_ener') + doc_relative_f = 'If provided, relative force error will be used in the loss. The difference of force will be normalized by the magnitude of the force in the label with a shift given by `relative_f`, i.e. DF_i / ( || F || + relative_f ) with DF denoting the difference between prediction and label and || F || denoting the L2 norm of the label.' + return [ + Argument("name", str, optional=True, default='', doc="loss name."), + Argument("start_pref_e", [float, int], optional=True, default=0.02, doc=doc_start_pref_e), + Argument("limit_pref_e", [float, int], optional=True, default=1.00, doc=doc_limit_pref_e), + Argument("start_pref_f", [float, int], optional=True, default=1000, doc=doc_start_pref_f), + Argument("limit_pref_f", [float, int], optional=True, default=1.00, doc=doc_limit_pref_f), + Argument("start_pref_v", [float, int], optional=True, default=0.00, doc=doc_start_pref_v), + Argument("limit_pref_v", [float, int], optional=True, default=0.00, doc=doc_limit_pref_v), + Argument("start_pref_ae", [float, int], optional=True, default=0.00, doc=doc_start_pref_ae), + Argument("limit_pref_ae", [float, int], optional=True, default=0.00, doc=doc_limit_pref_ae), + Argument("relative_f", [float, None], optional=True, doc=doc_relative_f) + ] + + +# YWolfeee: Modified to support tensor type of loss args. +def loss_tensor(): + # doc_global_weight = "The prefactor of the weight of global loss. It should be larger than or equal to 0. If only `pref` is provided or both are not provided, training will be global mode, i.e. the shape of 'polarizability.npy` or `dipole.npy` should be #frams x [9 or 3]." + # doc_local_weight = "The prefactor of the weight of atomic loss. It should be larger than or equal to 0. If only `pref_atomic` is provided, training will be atomic mode, i.e. the shape of `polarizability.npy` or `dipole.npy` should be #frames x ([9 or 3] x #selected atoms). If both `pref` and `pref_atomic` are provided, training will be combined mode, and atomic label should be provided as well." + doc_global_weight = "The prefactor of the weight of global loss. It should be larger than or equal to 0. If controls the weight of loss corresponding to global label, i.e. 'polarizability.npy` or `dipole.npy`, whose shape should be #frames x [9 or 3]. If it's larger than 0.0, this npy should be included." + doc_local_weight = "The prefactor of the weight of atomic loss. It should be larger than or equal to 0. If controls the weight of loss corresponding to atomic label, i.e. `atomic_polarizability.npy` or `atomic_dipole.npy`, whose shape should be #frames x ([9 or 3] x #selected atoms). If it's larger than 0.0, this npy should be included. Both `pref` and `pref_atomic` should be provided, and either can be set to 0.0." + return [ + Argument("name", str, optional=True, default='', doc="loss name."), + Argument("pref", [float, int], optional=False, default=None, doc=doc_global_weight), + Argument("pref_atomic", [float, int], optional=False, default=None, doc=doc_local_weight), + ] + + +def loss_variant_type_args(): + doc_loss = 'The type of the loss. When the fitting type is `ener`, the loss type should be set to `ener` or left unset. When the fitting type is `dipole` or `polar`, the loss type should be set to `tensor`. \n\.' + + return Variant("type", + [Argument("ener", dict, loss_ener()), + Argument("tensor", dict, loss_tensor()), + # Argument("polar", dict, loss_tensor()), + # Argument("global_polar", dict, loss_tensor("global")) + ], + optional=True, + default_tag='ener', + doc=doc_loss) + + +def loss_args(): + doc_loss = 'A list of losses identified by key arg `name`.' + return Argument('loss', list, doc=doc_loss) + + +# --- Training configurations: --- # +def training_data_args(): # ! added by Ziyao: new specification style for data systems. + link_sys = make_link("systems", "training/training_data/systems") + doc_systems = 'The data systems for training. ' \ + 'This key can be provided with a list that specifies the systems, or be provided with a string ' \ + 'by which the prefix of all systems are given and the list of the systems is automatically generated.' + doc_set_prefix = f'The prefix of the sets in the {link_sys}.' + doc_batch_size = f'This key can be \n\n\ +- list: the length of which is the same as the {link_sys}. The batch size of each system is given by the elements of the list.\n\n\ +- int: all {link_sys} use the same batch size.\n\n\ +- string "auto": automatically determines the batch size so that the batch_size times the number of atoms in the system is no less than 32.\n\n\ +- string "auto:N": automatically determines the batch size so that the batch_size times the number of atoms in the system is no less than N.' + doc_auto_prob_style = 'Determine the probability of systems automatically. The method is assigned by this key and can be\n\n\ +- "prob_uniform" : the probability all the systems are equal, namely 1.0/self.get_nsystems()\n\n\ +- "prob_sys_size" : the probability of a system is proportional to the number of batches in the system\n\n\ +- "prob_sys_size;stt_idx:end_idx:weight;stt_idx:end_idx:weight;..." : the list of systems is devided into blocks. A block is specified by `stt_idx:end_idx:weight`, where `stt_idx` is the starting index of the system, `end_idx` is then ending (not including) index of the system, the probabilities of the systems in this block sums up to `weight`, and the relatively probabilities within this block is proportional to the number of batches in the system.' + doc_sys_probs = "A list of float if specified. " \ + "Should be of the same length as `systems`, " \ + "specifying the probability of each system." + + args = [ + Argument("systems", [list, str], optional=False, default=".", doc=doc_systems), + Argument("set_prefix", str, optional=True, default='set', doc=doc_set_prefix), + Argument("batch_size", [list, int, str], optional=True, default='auto', doc=doc_batch_size), + Argument("auto_prob", str, optional=True, default="prob_sys_size", + doc=doc_auto_prob_style, alias=["auto_prob_style", ]), + Argument("sys_probs", list, optional=True, default=None, doc=doc_sys_probs, alias=["sys_weights"]), + ] + + doc_training_data = "Configurations of training data." + return Argument("training_data", dict, optional=False, + sub_fields=args, sub_variants=[], doc=doc_training_data) + + +def validation_data_args(): # ! added by Ziyao: new specification style for data systems. + link_sys = make_link("systems", "training/validation_data/systems") + doc_systems = 'The data systems for validation. ' \ + 'This key can be provided with a list that specifies the systems, or be provided with a string ' \ + 'by which the prefix of all systems are given and the list of the systems is automatically generated.' + doc_set_prefix = f'The prefix of the sets in the {link_sys}.' + doc_batch_size = f'This key can be \n\n\ +- list: the length of which is the same as the {link_sys}. The batch size of each system is given by the elements of the list.\n\n\ +- int: all {link_sys} use the same batch size.\n\n\ +- string "auto": automatically determines the batch size so that the batch_size times the number of atoms in the system is no less than 32.\n\n\ +- string "auto:N": automatically determines the batch size so that the batch_size times the number of atoms in the system is no less than N.' + doc_auto_prob_style = 'Determine the probability of systems automatically. The method is assigned by this key and can be\n\n\ +- "prob_uniform" : the probability all the systems are equal, namely 1.0/self.get_nsystems()\n\n\ +- "prob_sys_size" : the probability of a system is proportional to the number of batches in the system\n\n\ +- "prob_sys_size;stt_idx:end_idx:weight;stt_idx:end_idx:weight;..." : the list of systems is devided into blocks. A block is specified by `stt_idx:end_idx:weight`, where `stt_idx` is the starting index of the system, `end_idx` is then ending (not including) index of the system, the probabilities of the systems in this block sums up to `weight`, and the relatively probabilities within this block is proportional to the number of batches in the system.' + doc_sys_probs = "A list of float if specified. " \ + "Should be of the same length as `systems`, " \ + "specifying the probability of each system." + doc_numb_btch = "An integer that specifies the number of systems to be sampled for each validation period." + + args = [ + Argument("systems", [list, str], optional=False, default=".", doc=doc_systems), + Argument("set_prefix", str, optional=True, default='set', doc=doc_set_prefix), + Argument("batch_size", [list, int, str], optional=True, default='auto', doc=doc_batch_size), + Argument("auto_prob", str, optional=True, default="prob_sys_size", + doc=doc_auto_prob_style, alias=["auto_prob_style", ]), + Argument("sys_probs", list, optional=True, default=None, doc=doc_sys_probs, alias=["sys_weights"]), + Argument("numb_btch", int, optional=True, default=1, doc=doc_numb_btch, alias=["numb_batch", ]) + ] + + doc_validation_data = "Configurations of validation data. Similar to that of training data, " \ + "except that a `numb_btch` argument may be configured" + return Argument("validation_data", dict, optional=True, default=None, + sub_fields=args, sub_variants=[], doc=doc_validation_data) + + +def task_args(): + doc_name = 'name of task' + doc_descrpt = 'descriptor name for this task' + doc_fitting = 'fitting net name for this task' + doc_learning_rate = 'learning rate name for this task' + doc_loss = 'loss name for this task' + args =[ + Argument("name", str, optional = False, doc = doc_name), + Argument("descriptor", str, optional = False, doc = doc_descrpt), + Argument("fitting_net", str, optional = False, doc = doc_fitting), + Argument("learning_rate", str, optional = False, doc = doc_learning_rate), + Argument("loss", str, optional = False, doc = doc_loss), + ] + return Argument("task", dict, args) + + +def training_args(): # ! modified by Ziyao: data configuration isolated. + doc_tasks = 'A list of tasks to be trained.' + doc_numb_steps = 'Number of training batch. Each training uses one batch of data.' + doc_seed = 'The random seed for getting frames from the training data set.' + doc_disp_file = 'The file for printing learning curve.' + doc_disp_freq = 'The frequency of printing learning curve.' + doc_numb_test = 'Number of frames used for the test during training.' + doc_save_freq = 'The frequency of saving check point.' + doc_save_ckpt = 'The file name of saving check point.' + doc_disp_training = 'Displaying verbose information during training.' + doc_time_training = 'Timing durining training.' + doc_profiling = 'Profiling during training.' + doc_profiling_file = 'Output file for profiling.' + doc_tensorboard = 'Enable tensorboard' + doc_tensorboard_log_dir = 'The log directory of tensorboard outputs' + + arg_training_data = training_data_args() + arg_validation_data = validation_data_args() + + args = [ + arg_training_data, + arg_validation_data, + Argument("tasks", list, optional=False, doc=doc_tasks, alias=["sub_models"]), + Argument("numb_steps", int, optional=False, doc=doc_numb_steps, alias=["stop_batch"]), + Argument("seed", [int, None], optional=True, doc=doc_seed), + Argument("disp_file", str, optional=True, default='lcueve.out', doc=doc_disp_file), + Argument("disp_freq", int, optional=True, default=1000, doc=doc_disp_freq), + Argument("numb_test", [list, int, str], optional=True, default=1, doc=doc_numb_test), + Argument("save_freq", int, optional=True, default=1000, doc=doc_save_freq), + Argument("save_ckpt", str, optional=True, default='model.ckpt', doc=doc_save_ckpt), + Argument("disp_training", bool, optional=True, default=True, doc=doc_disp_training), + Argument("time_training", bool, optional=True, default=True, doc=doc_time_training), + Argument("profiling", bool, optional=True, default=False, doc=doc_profiling), + Argument("profiling_file", str, optional=True, default='timeline.json', doc=doc_profiling_file), + Argument("tensorboard", bool, optional=True, default=False, doc=doc_tensorboard), + Argument("tensorboard_log_dir", str, optional=True, default='log', doc=doc_tensorboard_log_dir), + ] + + doc_training = 'The training options.' + return Argument("training", dict, args, [], doc=doc_training) + + +def make_index(keys): + ret = [] + for ii in keys: + ret.append(make_link(ii, ii)) + return ', '.join(ret) + + +def gen_doc(*, make_anchor=True, make_link=True, **kwargs): + if make_link: + make_anchor = True + ma = model_args() + lra = learning_rate_args() + la = loss_args() + ta = training_args() + ptr = [] + ptr.append(ma.gen_doc(make_anchor=make_anchor, make_link=make_link, **kwargs)) + ptr.append(la.gen_doc(make_anchor=make_anchor, make_link=make_link, **kwargs)) + ptr.append(lra.gen_doc(make_anchor=make_anchor, make_link=make_link, **kwargs)) + ptr.append(ta.gen_doc(make_anchor=make_anchor, make_link=make_link, **kwargs)) + + key_words = [] + for ii in "\n\n".join(ptr).split('\n'): + if 'argument path' in ii: + key_words.append(ii.split(':')[1].replace('`', '').strip()) + # ptr.insert(0, make_index(key_words)) + + return "\n\n".join(ptr) + + +def normalize_list_of_args(old_list, pattern_arg): + if isinstance(pattern_arg, Variant): + pattern = Argument("pattern", dict, [], [pattern_arg]) + elif isinstance(pattern_arg, Argument): + pattern = pattern_arg + else: + raise AssertionError("Wrong type of input pattern argument: %s" % str(pattern_arg)) + new_list = [pattern.normalize_value(ii, trim_pattern="_*") for ii in old_list] + [pattern.check_value(ii, strict=True) for ii in new_list] + return new_list + + +def normalize_hybrid_list(hy_list): + new_list = [] + base = Argument("base", dict, [], [descrpt_variant_type_args()], doc="") + for ii in range(len(hy_list)): + data = base.normalize_value(hy_list[ii], trim_pattern="_*") + base.check_value(data, strict=True) + new_list.append(data) + return new_list + + +def normalize_mt(data): + ma = model_args() + lra = learning_rate_args() + la = loss_args() + ta = training_args() + + base = Argument("base", dict, [ma, lra, la, ta]) + data = base.normalize_value(data, trim_pattern="_*") + base.check_value(data, strict=True) + + data["model"]["descriptor"] = normalize_list_of_args(data["model"]["descriptor"], descrpt_variant_type_args()) + data["model"]["fitting_net"] = normalize_list_of_args(data["model"]["fitting_net"], fitting_variant_type_args()) + data["loss"] = normalize_list_of_args(data["loss"], loss_variant_type_args()) + data["learning_rate"] = normalize_list_of_args(data["learning_rate"], learning_rate_variant_type_args()) + data["training"]["tasks"] = normalize_list_of_args(data["training"]["tasks"], task_args()) + + # normalize hybrid descriptors + descrpts = data["model"]["descriptor"] + for ii in range(len(descrpts)): + if descrpts[ii]["type"] == "hybrid": + descrpts[ii] = normalize_hybrid_list(descrpts[ii]["list"]) + data["model"]["descriptor"] = descrpts + + return data + + +if __name__ == '__main__': + gen_doc() + diff --git a/deepmd/utils/data.py b/deepmd/utils/data.py index fa488f8a33..c6ac6d7349 100644 --- a/deepmd/utils/data.py +++ b/deepmd/utils/data.py @@ -23,7 +23,8 @@ def __init__ (self, shuffle_test : bool = True, type_map : List[str] = None, modifier = None, - trn_all_set : bool = False) : + trn_all_set : bool = False, + name : str = None) : """ Constructor @@ -44,6 +45,7 @@ def __init__ (self, """ self.dirs = glob.glob (os.path.join(sys_path, set_prefix + ".*")) self.dirs.sort() + self.name = name # load atom type self.atom_type = self._load_type(sys_path) self.natoms = len(self.atom_type) @@ -57,7 +59,7 @@ def __init__ (self, if type_map is not None and self.type_map is not None: atom_type_ = [type_map.index(self.type_map[ii]) for ii in self.atom_type] self.atom_type = np.array(atom_type_, dtype = np.int32) - ntypes = len(self.type_map) + ntypes = len(type_map) self.type_map = type_map[:ntypes] # make idx map self.idx_map = self._make_idx_map(self.atom_type) @@ -154,11 +156,11 @@ def reduce(self, } return self - def get_data_dict(self) -> dict: + def get_data_dict(self): """ Get the `data_dict` """ - return self.data_dict + return self.data_dict,self.name def check_batch_size (self, batch_size) : """ @@ -243,6 +245,12 @@ def get_test (self, self.modifier.modify_data(ret) return ret + def get_name(self): + """ + Get name of the data + """ + return self.name + def get_ntypes(self) -> int: """ Number of atom types in the system diff --git a/deepmd/utils/data_system.py b/deepmd/utils/data_system.py index 8b84319eb2..845d2451b6 100644 --- a/deepmd/utils/data_system.py +++ b/deepmd/utils/data_system.py @@ -29,7 +29,8 @@ def __init__ (self, modifier = None, trn_all_set = False, sys_probs = None, - auto_prob_style ="prob_sys_size") : + auto_prob_style ="prob_sys_size", + name : str = None,) : """ Constructor @@ -48,7 +49,7 @@ def __init__ (self, shuffle_test If the test data are shuffled type_map - Gives the name of different atom types + Gives the name of different atom types, input is the total type map modifier Data modifier that has the method `modify_data` trn_all_set @@ -72,15 +73,17 @@ def __init__ (self, self.system_dirs = systems self.nsystems = len(self.system_dirs) self.data_systems = [] - for ii in self.system_dirs : + self.name = name + for ii in self.system_dirs : #each system as a DeepmdData, these are all from a same method self.data_systems.append( DeepmdData( - ii, + sys_path = ii, set_prefix=set_prefix, shuffle_test=shuffle_test, type_map = type_map, modifier = modifier, - trn_all_set = trn_all_set + trn_all_set = trn_all_set, + name = name )) # batch size self.batch_size = batch_size @@ -107,6 +110,8 @@ def __init__ (self, for ii in self.data_systems : ntypes.append(ii.get_ntypes()) self.sys_ntypes = max(ntypes) + if type_map is not None: + self.sys_ntypes = len(type_map) self.natoms = [] self.natoms_vec = [] self.nbatches = [] @@ -116,7 +121,9 @@ def __init__ (self, self.natoms_vec.append(self.data_systems[ii].get_natoms_vec(self.sys_ntypes).astype(int)) self.nbatches.append(self.data_systems[ii].get_sys_numb_batch(self.batch_size[ii])) type_map_list.append(self.data_systems[ii].get_type_map()) - self.type_map = self._check_type_map_consistency(type_map_list) + self.type_map = self._check_type_map_consistency(type_map_list) # this is the type map of this system + #print("self.type_map",self.type_map) + #print("type_map",type_map) # ! altered by Marián Rynik # test size @@ -160,7 +167,6 @@ def __init__ (self, warnings.warn("system %s required test size is larger than the size of the dataset %s (%d > %d)" % \ (self.system_dirs[ii], chk_ret[0], self.test_size[ii], chk_ret[1])) - def _load_test(self, ntests = -1): self.test_data = collections.defaultdict(list) for ii in range(self.nsystems) : @@ -412,6 +418,9 @@ def get_batch_size(self) -> int: """ return self.batch_size + def get_name(self) -> str: + return self.name + def _format_name_length(self, name, width) : if len(name) <= width: return '{: >{}}'.format(name, width) @@ -509,6 +518,121 @@ def _prob_sys_size_ext(self, keywords): return sys_probs +class DeepmdDataDocker() : + """ + Class for manipulating many data dockers. + It is implemented with the help of DeepmdData + """ + def __init__ (self, + data_systems : List[DeepmdDataSystem], + batch_size : int, + type_map : List[str] = None + ) : + """ + Constructor + + Parameters + ---------- + datasystems + Combination of several DeepmdDataSystems + batch_size + The batch size + type_map + Gives the name of different atom types + """ + # init data + self.batch_size = batch_size + self.data_systems = data_systems + # natoms, nbatches + self.nmethod = len(self.data_systems) + self.pick_idx = 0 + nbatch_list = [] + batch_size_list=[] + name_list = [] + for ii in range(self.nmethod) : + nbatch_list.extend(self.data_systems[ii].get_nbatches()) + batch_size_list.extend(self.data_systems[ii].get_batch_size()) + name_list.append(str(self.data_systems[ii].get_name())) + self.type_map = type_map + self.nbatches = list(nbatch_list) + self.batch_size = list(batch_size_list) + self.name_list = list(name_list) + + + def get_nmethod(self): + return self.nmethod + + def get_batch(self, method_idx : int = None,sys_idx : int = None): + if method_idx is not None : + self.pick_idx = method_idx + s_data = self.data_systems[self.pick_idx] + b_data = s_data.get_batch(sys_idx) + + return b_data + + def get_data_system(self,name): + for i in range(self.nmethod): + if self.name_list[i] == name: + return self.data_systems[i] + def get_data_system_idx(self,idx): + return self.data_systems[idx] + def get_type_map(self) -> List[str]: + """ + Get the type map + """ + return self.type_map + + def get_nbatches (self) -> int: + """ + Get the total number of batches + """ + + return self.nbatches + + def get_ntypes (self) -> int: + """ + Get the number of types + """ + return len(self.type_map) + + def get_batch_size(self) -> int: + """ + Get the batch size + """ + return self.batch_size + + def get_data_dict(self, ii: int = 0) -> dict: + return self.data_systems[ii].get_data_dict() + + def get_name(self): + return self.name_list + + def print_summary(self, name) : + # width 65 + sys_width = 42 + log.info(f"---Summary of DataSystem: {name:13s}-----------------------------------------------") + log.info("found %d methods(s):" % self.nmethod) + for jj in range(self.nmethod): + tmp_sys = self.data_systems[jj] + + log.info(("%s " % tmp_sys._format_name_length('system', sys_width)) + + ("%6s %6s %6s %5s %3s" % ('natoms', 'bch_sz', 'n_bch', 'prob', 'pbc'))) + for ii in range(tmp_sys.nsystems) : + log.info("%s %6d %6d %6d %5.3f %3s" % + (tmp_sys._format_name_length(tmp_sys.system_dirs[ii], sys_width), + tmp_sys.natoms[ii], + # TODO batch size * nbatches = number of structures + tmp_sys.batch_size[ii], + tmp_sys.nbatches[ii], + tmp_sys.sys_probs[ii], + "T" if tmp_sys.data_systems[ii].pbc else "F" + ) ) + log.info("--------------------------------------------------------------------------------------") + + + + + class DataSystem (object) : """ diff --git a/deepmd/utils/learning_rate.py b/deepmd/utils/learning_rate.py index 572f317a92..cf97b4bc6e 100644 --- a/deepmd/utils/learning_rate.py +++ b/deepmd/utils/learning_rate.py @@ -14,7 +14,8 @@ def __init__ (self, start_lr : float, stop_lr : float = 5e-8, decay_steps : int = 5000, - decay_rate : float = 0.95 + decay_rate : float = 0.95, + name: str = None ) -> None : """ Constructor @@ -43,6 +44,7 @@ def __init__ (self, self.cd['decay_steps'] = decay_steps self.cd['decay_rate'] = decay_rate self.start_lr_ = self.cd['start_lr'] + self.name = name def build(self, global_step : tf.Tensor, @@ -93,3 +95,8 @@ def value (self, """ return self.start_lr_ * np.power (self.decay_rate_, (step // self.decay_steps_)) + + def get_name(self): + + return self.name + diff --git a/examples/mix/data/HfO2/init.000/set.000/box.npy 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