From 141f6bd8dfe84954fe6feb601940e8e3bef40268 Mon Sep 17 00:00:00 2001 From: Logan Ward Date: Wed, 11 Oct 2023 07:33:11 -0400 Subject: [PATCH] Tweak the performance of redox, gather more data (#115) * Improve the parallelism settings * Expand cell more aggressively * Switch from QN to BFGS * Account for cell changes Our script now re-adjusts cell size, which leads to multiple records for the same geometry. This is OK because I would like to store multiple measurements for the same geometry so that we can establish error bounds on the forces/energies wrt cell size. * Update runs with new data * Flake8 fix --- examol/simulate/ase/__init__.py | 20 +- .../0_gather-initial-dataset.py | 16 +- .../2_initial-data/1_evaluate-datasets.ipynb | 362 +++++++++++++----- scripts/redoxmers/2_initial-data/configs.py | 15 +- .../figures/pred-vs-actual-redox.png | Bin 1828219 -> 895242 bytes .../figures/recipe-pareto-plot-redox.png | Bin 47657 -> 61251 bytes tests/simulation/test_ase.py | 6 +- 7 files changed, 307 insertions(+), 112 deletions(-) diff --git a/examol/simulate/ase/__init__.py b/examol/simulate/ase/__init__.py index e77fbb6..5deaa8a 100644 --- a/examol/simulate/ase/__init__.py +++ b/examol/simulate/ase/__init__.py @@ -12,7 +12,7 @@ from ase import units from ase.db import connect from ase.io import Trajectory, read -from ase.optimize import QuasiNewton, FIRE +from ase.optimize import BFGS, FIRE from ase.io.ulm import InvalidULMFileError from ase.calculators.gaussian import Gaussian, GaussianOptimizer @@ -270,12 +270,7 @@ def optimize_structure(self, mol_key: str, xyz: str, config_name: str, charge: i try: os.chdir(run_path) with utils.make_ephemeral_calculator(calc_cfg) as calc: - # Prepare the structure for a specific code - if 'cp2k' in config_name: - calc_cfg['buffer_size'] *= 1.5 # In case the molecule expands - self._prepare_atoms(atoms, charge, calc_cfg) - - # Recover the history from a previous run + # Get the last atoms from a previous run traj_path = Path('opt.traj') if traj_path.is_file(): try: @@ -286,6 +281,11 @@ def optimize_structure(self, mol_key: str, xyz: str, config_name: str, charge: i traj_path.unlink() pass + # Prepare the structure for a specific code + if 'cp2k' in config_name: + calc_cfg['buffer_size'] *= 2 # In case the molecule expands + self._prepare_atoms(atoms, charge, calc_cfg) + # Special case: use Gaussian's optimizer if isinstance(calc, Gaussian) and calc_cfg['use_gaussian_opt']: # Start the optimization @@ -312,8 +312,12 @@ def optimize_structure(self, mol_key: str, xyz: str, config_name: str, charge: i dyn = FIRE(atoms, logfile='opt.log', trajectory=traj) dyn.run(fmax=0.7, steps=self.optimization_steps) # TODO (wardlt) make the fmax configurable + # If CP2K, re-expand the simulation cell in chase molecule has expanded + if 'cp2k' in config_name: + self._prepare_atoms(atoms, charge, calc_cfg) + # Make the optimizer - dyn = QuasiNewton(atoms, logfile='opt.log', trajectory=traj) + dyn = BFGS(atoms, logfile='opt.log', trajectory=traj) # Run an optimization dyn.run(fmax=fmax_conv, steps=self.optimization_steps) diff --git a/scripts/redoxmers/2_initial-data/0_gather-initial-dataset.py b/scripts/redoxmers/2_initial-data/0_gather-initial-dataset.py index 6838461..0813195 100644 --- a/scripts/redoxmers/2_initial-data/0_gather-initial-dataset.py +++ b/scripts/redoxmers/2_initial-data/0_gather-initial-dataset.py @@ -58,7 +58,7 @@ def __init__(self, self.args = args # Determine where to store the task records - run_name = self.database_path.name[:-5] + run_name = self.database_path.name[:-8] self.record_path = self.database_path.parent / f'{run_name}-results.json.gz' # Output handles @@ -92,8 +92,8 @@ def submit_task(self): my_record = self.database[key] # See if there is any new work to do - try: - for recipe in self.recipes: + for recipe in self.recipes: + try: next_calculations = recipe.suggest_computations(my_record) if len(next_calculations) > 0: self.logger.debug(f'Submitting tasks for {my_record.key} recipe {recipe.name}@{recipe.level}') @@ -114,10 +114,10 @@ def submit_task(self): # Compute the property recipe.update_record(my_record) - except ValueError as e: - self.logger.warning(f'{my_record.key} failed for {recipe.name}@{recipe.level}. Error: {e}') - if self.args.halt_on_error: - raise ValueError(f'Failed to submit new tasks for {my_record.key}') + except ValueError as e: + self.logger.warning(f'{my_record.key} failed for {recipe.name}@{recipe.level}. Error: {e}') + if self.args.halt_on_error: + raise ValueError(f'Failed to submit new tasks for {my_record.key}') # If there are neither molecules no ongoing tasks, then we are done if len(self.ongoing_tasks) == 0: @@ -214,7 +214,7 @@ def write_database(self): if dataset_path.is_file(): # Load the existing data my_logger.info(f'Loading initial data from {dataset_path}') - with dataset_path.open() as fp: + with gzip.open(dataset_path, 'rt') as fp: for line in fp: record = MoleculeRecord.from_json(line) dataset[record.key] = record diff --git a/scripts/redoxmers/2_initial-data/1_evaluate-datasets.ipynb b/scripts/redoxmers/2_initial-data/1_evaluate-datasets.ipynb index ba0a072..27ed32b 100644 --- a/scripts/redoxmers/2_initial-data/1_evaluate-datasets.ipynb +++ b/scripts/redoxmers/2_initial-data/1_evaluate-datasets.ipynb @@ -5,15 +5,22 @@ "id": "c208962c-8132-4962-8995-d660d113ad96", "metadata": {}, "source": [ - "# Evalaute Datasets\n", - "Count how much data we have from each source, estimate runtimes" + "# Evaluate Datasets\n", + "Count how much data we have from each source, compare predictions and estimate runtimes. What I'll need to determine a suitable pipeline later." ] }, { "cell_type": "code", "execution_count": 1, "id": "567928e0-7a2b-48a8-b5d8-3d830ee6ba8e", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:50:06.450421Z", + "iopub.status.busy": "2023-10-11T10:50:06.450024Z", + "iopub.status.idle": "2023-10-11T10:50:19.318167Z", + "shell.execute_reply": "2023-10-11T10:50:19.317531Z" + } + }, "outputs": [], "source": [ "%matplotlib inline\n", @@ -37,13 +44,21 @@ { "cell_type": "code", "execution_count": 2, - "id": "94849080-3074-43c5-bc1e-89d37b354557", - "metadata": {}, + "id": "9a0bde05-223d-41d1-970c-7d8aa134e109", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:50:19.321193Z", + "iopub.status.busy": "2023-10-11T10:50:19.320941Z", + "iopub.status.idle": "2023-10-11T10:50:19.325161Z", + "shell.execute_reply": "2023-10-11T10:50:19.324184Z" + } + }, "outputs": [], "source": [ "to_read = ['mdf-mos'] # Names of the molecule data sources\n", - "config_names = ['xtb', 'mopac_pm7'] # Approaches, ordered by increasing runtime\n", - "approx_names = ['vertical', 'acn_vertical', 'adiabatic', 'acn_adiabatic'] # Approximations for redox potential, increasing by runtime" + "config_names = ['xtb', 'mopac_pm7', 'cp2k_b3lyp_svp', 'cp2k_b3lyp_tzvpd'] # Approaches, ordered by increasing runtime\n", + "approx_names = ['vertical', 'acn-vertical', 'adiabatic', 'acn-adiabatic'] # Approximations for redox potential, increasing by runtime\n", + "redox_properties = ['oxidation_potential', 'reduction_potential']" ] }, { @@ -59,7 +74,14 @@ "cell_type": "code", "execution_count": 3, "id": "c68a0216-cb12-4030-b210-5cabe30cee5f", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:50:19.327720Z", + "iopub.status.busy": "2023-10-11T10:50:19.327543Z", + "iopub.status.idle": "2023-10-11T10:50:19.330831Z", + "shell.execute_reply": "2023-10-11T10:50:19.330016Z" + } + }, "outputs": [], "source": [ "records = {}" @@ -77,13 +99,20 @@ "cell_type": "code", "execution_count": 4, "id": "b2e22d0b-81da-447f-85d2-d33fa93f7e15", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:50:19.333224Z", + "iopub.status.busy": "2023-10-11T10:50:19.333043Z", + "iopub.status.idle": "2023-10-11T10:51:12.160878Z", + "shell.execute_reply": "2023-10-11T10:51:12.160116Z" + } + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "mdf-mos: 1115110it [00:46, 24094.27it/s]\n" + "mdf-mos: 1115110it [00:52, 21119.20it/s]\n" ] } ], @@ -91,7 +120,7 @@ "properties = set()\n", "recipes = set()\n", "for source in to_read:\n", - " with open(f'datasets/{source}.json') as fp:\n", + " with gzip.open(f'datasets/{source}.json.gz') as fp:\n", " for line in tqdm(fp, desc=source):\n", " data = json.loads(line)\n", " \n", @@ -113,7 +142,8 @@ " for prop, values in data['properties'].items():\n", " properties.add(prop)\n", " for level, value in values.items():\n", - " if abs(value) > 25: # Some QM9 computations go off\n", + " if abs(value) > 20 and 'potential' in prop: # Some QM9 computations go off\n", + " #print(f'Failure of {data[\"_id\"]} for {prop}//{level}')\n", " continue\n", " recipe = f'{prop}.{level}'\n", " recipes.add(recipe)\n", @@ -135,13 +165,20 @@ "cell_type": "code", "execution_count": 5, "id": "bf5c5222-5dae-415a-a02a-bfd34c67bfea", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:51:12.163713Z", + "iopub.status.busy": "2023-10-11T10:51:12.163488Z", + "iopub.status.idle": "2023-10-11T10:53:37.350436Z", + "shell.execute_reply": "2023-10-11T10:53:37.349743Z" + } + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "mdf-mos: 3592590it [04:34, 13095.17it/s]\n" + "mdf-mos: 3596987it [02:25, 24776.32it/s]\n" ] } ], @@ -189,7 +226,14 @@ "cell_type": "code", "execution_count": 6, "id": "10d7250e-3778-463b-b2e8-83ef2723ccd0", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:37.356190Z", + "iopub.status.busy": "2023-10-11T10:53:37.355962Z", + "iopub.status.idle": "2023-10-11T10:53:44.124398Z", + "shell.execute_reply": "2023-10-11T10:53:44.123635Z" + } + }, "outputs": [], "source": [ "records = pd.DataFrame(records.values())" @@ -199,13 +243,20 @@ "cell_type": "code", "execution_count": 7, "id": "cefca5f2-03e8-4b30-a3f8-a8d31bba45a4", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.128337Z", + "iopub.status.busy": "2023-10-11T10:53:44.128144Z", + "iopub.status.idle": "2023-10-11T10:53:44.131596Z", + "shell.execute_reply": "2023-10-11T10:53:44.131137Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loaded a dataset of 240624 molecules with 2 properties computed at a total of 16 levels\n" + "Loaded a dataset of 240744 molecules with 3 properties computed at a total of 36 levels\n" ] } ], @@ -221,6 +272,69 @@ "CP2K tasks are checkpointed, so the runtimes are probably longer than reported" ] }, + { + "cell_type": "code", + "execution_count": 8, + "id": "dcd5c8ee-461b-4e8c-bdc1-fe5624652c80", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.134002Z", + "iopub.status.busy": "2023-10-11T10:53:44.133817Z", + "iopub.status.idle": "2023-10-11T10:53:44.138511Z", + "shell.execute_reply": "2023-10-11T10:53:44.138059Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'oxidation_potential.cp2k_b3lyp_svp-acn-adiabatic',\n", + " 'oxidation_potential.cp2k_b3lyp_svp-acn-vertical',\n", + " 'oxidation_potential.cp2k_b3lyp_svp-adiabatic',\n", + " 'oxidation_potential.cp2k_b3lyp_svp-vertical',\n", + " 'oxidation_potential.cp2k_b3lyp_tzvpd-acn-adiabatic',\n", + " 'oxidation_potential.cp2k_b3lyp_tzvpd-acn-vertical',\n", + " 'oxidation_potential.cp2k_b3lyp_tzvpd-adiabatic',\n", + " 'oxidation_potential.cp2k_b3lyp_tzvpd-vertical',\n", + " 'oxidation_potential.mopac_pm7-acn-adiabatic',\n", + " 'oxidation_potential.mopac_pm7-acn-vertical',\n", + " 'oxidation_potential.mopac_pm7-adiabatic',\n", + " 'oxidation_potential.mopac_pm7-vertical',\n", + " 'oxidation_potential.xtb-acn-adiabatic',\n", + " 'oxidation_potential.xtb-acn-vertical',\n", + " 'oxidation_potential.xtb-adiabatic',\n", + " 'oxidation_potential.xtb-vertical',\n", + " 'reduction_potential.cp2k_b3lyp_svp-acn-adiabatic',\n", + " 'reduction_potential.cp2k_b3lyp_svp-acn-vertical',\n", + " 'reduction_potential.cp2k_b3lyp_svp-adiabatic',\n", + " 'reduction_potential.cp2k_b3lyp_svp-vertical',\n", + " 'reduction_potential.cp2k_b3lyp_tzvpd-acn-adiabatic',\n", + " 'reduction_potential.cp2k_b3lyp_tzvpd-acn-vertical',\n", + " 'reduction_potential.cp2k_b3lyp_tzvpd-adiabatic',\n", + " 'reduction_potential.cp2k_b3lyp_tzvpd-vertical',\n", + " 'reduction_potential.mopac_pm7-acn-adiabatic',\n", + " 'reduction_potential.mopac_pm7-acn-vertical',\n", + " 'reduction_potential.mopac_pm7-adiabatic',\n", + " 'reduction_potential.mopac_pm7-vertical',\n", + " 'reduction_potential.xtb-acn-adiabatic',\n", + " 'reduction_potential.xtb-acn-vertical',\n", + " 'reduction_potential.xtb-adiabatic',\n", + " 'reduction_potential.xtb-vertical',\n", + " 'solvation_energy.cp2k_b3lyp_svp-acn',\n", + " 'solvation_energy.cp2k_b3lyp_tzvpd-acn',\n", + " 'solvation_energy.mopac_pm7-acn',\n", + " 'solvation_energy.xtb-acn'}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "recipes" + ] + }, { "cell_type": "markdown", "id": "90119f52-a0b6-4531-b2f2-672a0a07c75c", @@ -232,38 +346,53 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "f2155856-4596-4e7f-aa9c-311ce5fdef69", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.140920Z", + "iopub.status.busy": "2023-10-11T10:53:44.140734Z", + "iopub.status.idle": "2023-10-11T10:53:44.144970Z", + "shell.execute_reply": "2023-10-11T10:53:44.144510Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Generated 8 recipes:\n" + "Generated 16 recipes:\n" ] }, { "data": { "text/plain": [ - "['xtb_vertical',\n", - " 'xtb_acn_vertical',\n", - " 'xtb_adiabatic',\n", - " 'xtb_acn_adiabatic',\n", - " 'mopac_pm7_vertical',\n", - " 'mopac_pm7_acn_vertical',\n", - " 'mopac_pm7_adiabatic',\n", - " 'mopac_pm7_acn_adiabatic']" + "['xtb-vertical',\n", + " 'xtb-acn-vertical',\n", + " 'xtb-adiabatic',\n", + " 'xtb-acn-adiabatic',\n", + " 'mopac_pm7-vertical',\n", + " 'mopac_pm7-acn-vertical',\n", + " 'mopac_pm7-adiabatic',\n", + " 'mopac_pm7-acn-adiabatic',\n", + " 'cp2k_b3lyp_svp-vertical',\n", + " 'cp2k_b3lyp_svp-acn-vertical',\n", + " 'cp2k_b3lyp_svp-adiabatic',\n", + " 'cp2k_b3lyp_svp-acn-adiabatic',\n", + " 'cp2k_b3lyp_tzvpd-vertical',\n", + " 'cp2k_b3lyp_tzvpd-acn-vertical',\n", + " 'cp2k_b3lyp_tzvpd-adiabatic',\n", + " 'cp2k_b3lyp_tzvpd-acn-adiabatic']" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "run_order = [\n", - " f'{c}_{a}'\n", + " f'{c}-{a}'\n", " for c in config_names\n", " for a in approx_names\n", "]\n", @@ -281,12 +410,19 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "dd6b697e-d0df-40c5-8ab7-cb18377d54c5", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.147185Z", + "iopub.status.busy": "2023-10-11T10:53:44.146999Z", + "iopub.status.idle": "2023-10-11T10:53:44.585148Z", + "shell.execute_reply": "2023-10-11T10:53:44.584248Z" + } + }, "outputs": [], "source": [ - "for prop in properties:\n", + "for prop in redox_properties:\n", " each_levels = [f'runtime.{prop}.{l}' for l in run_order]\n", " total_levels = [f'cumulative.{prop}.{l}' for l in run_order]\n", " \n", @@ -299,7 +435,9 @@ "metadata": {}, "source": [ "Notes:\n", - "- I switched from 4 workers per node on 1, and also from temporary files on global filesystems to node-level shm on 12Sept23. " + "- 12Sep23: I switched from 4 workers per node on 1, and also from temporary files on global filesystems to node-level shm. \n", + "- 20Sep23: Use FIRE for relaxation first\n", + "- 02Oct23: Switched from BFGSLineSearch to BFGS" ] }, { @@ -313,15 +451,22 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "6a32ba9d-b30e-4a1a-88ee-516a4c80d390", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.589345Z", + "iopub.status.busy": "2023-10-11T10:53:44.589147Z", + "iopub.status.idle": "2023-10-11T10:53:44.592508Z", + "shell.execute_reply": "2023-10-11T10:53:44.592024Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Computing error relative to: mopac_pm7_acn_adiabatic\n" + "Computing error relative to: cp2k_b3lyp_tzvpd-acn-adiabatic\n" ] } ], @@ -331,54 +476,81 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "1b92fc84-73f8-456b-af9d-6f36eebf943d", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:53:44.594949Z", + "iopub.status.busy": "2023-10-11T10:53:44.594764Z", + "iopub.status.idle": "2023-10-11T10:54:23.303975Z", + "shell.execute_reply": "2023-10-11T10:54:23.303221Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Found 103642 records for oxidation_potential\n", - "Prop: oxidation_potential - Level: xtb_vertical - MAE: 5.97 - MAE,corrected: 0.29\n", - "Prop: oxidation_potential - Level: xtb_acn_vertical - MAE: 4.63 - MAE,corrected: 0.25\n", - "Prop: oxidation_potential - Level: xtb_adiabatic - MAE: 5.82 - MAE,corrected: 0.28\n", - "Prop: oxidation_potential - Level: xtb_acn_adiabatic - MAE: 4.49 - MAE,corrected: 0.25\n", - "Prop: oxidation_potential - Level: mopac_pm7_vertical - MAE: 2.04 - MAE,corrected: 0.24\n", - "Prop: oxidation_potential - Level: mopac_pm7_acn_vertical - MAE: 0.34 - MAE,corrected: 0.15\n", - "Prop: oxidation_potential - Level: mopac_pm7_adiabatic - MAE: 1.55 - MAE,corrected: 0.18\n", - "Found 150585 records for reduction_potential\n", - "Prop: reduction_potential - Level: xtb_vertical - MAE: 1.27 - MAE,corrected: 0.35\n", - "Prop: reduction_potential - Level: xtb_acn_vertical - MAE: 2.75 - MAE,corrected: 0.31\n", - "Prop: reduction_potential - Level: xtb_adiabatic - MAE: 1.56 - MAE,corrected: 0.30\n", - "Prop: reduction_potential - Level: xtb_acn_adiabatic - MAE: 3.04 - MAE,corrected: 0.28\n", - "Prop: reduction_potential - Level: mopac_pm7_vertical - MAE: 2.38 - MAE,corrected: 0.23\n", - "Prop: reduction_potential - Level: mopac_pm7_acn_vertical - MAE: 0.20 - MAE,corrected: 0.12\n", - "Prop: reduction_potential - Level: mopac_pm7_adiabatic - MAE: 2.00 - MAE,corrected: 0.17\n" + "Found 57 records for oxidation_potential\n", + "Prop: oxidation_potential - Level: xtb-vertical - MAE: 8.04 - MAE,corrected: 0.17\n", + "Prop: oxidation_potential - Level: xtb-acn-vertical - MAE: 6.69 - MAE,corrected: 0.15\n", + "Prop: oxidation_potential - Level: xtb-adiabatic - MAE: 7.90 - MAE,corrected: 0.16\n", + "Prop: oxidation_potential - Level: xtb-acn-adiabatic - MAE: 6.57 - MAE,corrected: 0.15\n", + "Prop: oxidation_potential - Level: mopac_pm7-vertical - MAE: 4.03 - MAE,corrected: 0.25\n", + "Prop: oxidation_potential - Level: mopac_pm7-acn-vertical - MAE: 2.38 - MAE,corrected: 0.17\n", + "Prop: oxidation_potential - Level: mopac_pm7-adiabatic - MAE: 3.61 - MAE,corrected: 0.24\n", + "Prop: oxidation_potential - Level: mopac_pm7-acn-adiabatic - MAE: 2.06 - MAE,corrected: 0.19\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_svp-vertical - MAE: 1.46 - MAE,corrected: 0.18\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_svp-acn-vertical - MAE: 0.13 - MAE,corrected: 0.07\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_svp-adiabatic - MAE: 1.25 - MAE,corrected: 0.12\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_svp-acn-adiabatic - MAE: 0.27 - MAE,corrected: 0.08\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_tzvpd-vertical - MAE: 1.75 - MAE,corrected: 0.17\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_tzvpd-acn-vertical - MAE: 0.17 - MAE,corrected: 0.08\n", + "Prop: oxidation_potential - Level: cp2k_b3lyp_tzvpd-adiabatic - MAE: 1.58 - MAE,corrected: 0.10\n", + "Found 59 records for reduction_potential\n", + "Prop: reduction_potential - Level: xtb-vertical - MAE: 4.04 - MAE,corrected: 0.48\n", + "Prop: reduction_potential - Level: xtb-acn-vertical - MAE: 5.53 - MAE,corrected: 0.43\n", + "Prop: reduction_potential - Level: xtb-adiabatic - MAE: 4.31 - MAE,corrected: 0.44\n", + "Prop: reduction_potential - Level: xtb-acn-adiabatic - MAE: 5.81 - MAE,corrected: 0.40\n", + "Prop: reduction_potential - Level: mopac_pm7-vertical - MAE: 0.51 - MAE,corrected: 0.46\n", + "Prop: reduction_potential - Level: mopac_pm7-acn-vertical - MAE: 2.35 - MAE,corrected: 0.28\n", + "Prop: reduction_potential - Level: mopac_pm7-adiabatic - MAE: 0.53 - MAE,corrected: 0.30\n", + "Prop: reduction_potential - Level: mopac_pm7-acn-adiabatic - MAE: 2.49 - MAE,corrected: 0.27\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_svp-vertical - MAE: 2.37 - MAE,corrected: 0.59\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_svp-acn-vertical - MAE: 0.88 - MAE,corrected: 0.41\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_svp-adiabatic - MAE: 2.03 - MAE,corrected: 0.37\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_svp-acn-adiabatic - MAE: 0.60 - MAE,corrected: 0.40\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_tzvpd-vertical - MAE: 2.39 - MAE,corrected: 2.05\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_tzvpd-acn-vertical - MAE: 0.20 - MAE,corrected: 0.09\n", + "Prop: reduction_potential - Level: cp2k_b3lyp_tzvpd-adiabatic - MAE: 1.44 - MAE,corrected: 0.36\n" ] }, { "data": { - "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, axxs = plt.subplots(len(properties), len(run_order) - 1, figsize=(2.5 * (len(run_order) - 1), 5.), sharey='row', sharex='row')\n", + "fig, axxs = plt.subplots(len(redox_properties), len(run_order) - 1, figsize=(2.5 * (len(run_order) - 1), 5.), sharey='row', sharex='row')\n", "\n", - "for prop, axs in zip(properties, axxs):\n", + "for prop, axs in zip(redox_properties, axxs):\n", " target_col = f'{prop}.{run_order[-1]}'\n", + " if target_col not in records.columns:\n", + " print(f'No data for {target_col}')\n", + " continue\n", " count = np.logical_not(records[target_col].isnull()).sum()\n", " print(f'Found {count} records for {prop}')\n", " for level, ax in zip(run_order, axs):\n", " col = f'{prop}.{level}'\n", + " if col not in records.columns:\n", + " print(f'No data for {col}')\n", + " continue\n", " \n", " # Subtract off the average error\n", " mae = (records[col] - records[target_col]).abs().mean()\n", @@ -386,7 +558,7 @@ " mae_corrected = (records[col] - mean_error - records[target_col]).abs().mean()\n", " print(f'Prop: {prop} - Level: {level} - MAE: {mae:.2f} - MAE,corrected: {mae_corrected:.2f}')\n", " \n", - " ax.scatter(records[col] - mean_error, records[target_col], s=1, ec='none', alpha=0.7)\n", + " ax.scatter(records[col] - mean_error, records[target_col], s=4, ec='none', alpha=0.7)\n", " \n", " # Format the axes\n", " axs[0].set_ylabel(f'{prop} (V)\\n{config_names[-1]}\\n{approx_names[-1]}', fontsize=8)\n", @@ -419,45 +591,49 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "53d9a4e5-65c9-498a-a26a-62d75a4b8920", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:54:23.307137Z", + "iopub.status.busy": "2023-10-11T10:54:23.306854Z", + "iopub.status.idle": "2023-10-11T10:54:24.587577Z", + "shell.execute_reply": "2023-10-11T10:54:24.586688Z" + } + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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44wgLC8PEiRPx448/Ijc3F6mpqXjjjTfUTmqbExQUhJ9//hm5ubkoLCzUeFWvW7duOHjwIFJTU5GVlYX/+Z//wY0bN/TTOPQH03X3I3Nz7949MXfuXOHl5SUcHBzEsGHDRFpamsjKyhJOTk5i+/btUtmSkhIRFBQkFi5cKIRoOKBCCCHefvtt4eXlJVxcXERMTIxYuHChWkfes2fPitDQUOHg4CC6d+8uvv76axEYGCg+/PBDqcyePXtEt27dRJs2bURgYKAQomGH4JqaGpGYmCj+9Kc/CTs7O9G/f39psIEQfwyoSE9Pl5bduXNHABBHjhxptl3qju2bb74RXbp0Efb29mL06NEiNzdXrdy6detEly5dhJ2dnejRo4fYunWr2ueajkWI2hGzQ4cOFU5OTsLNzU0MHjxYbfQcmukMLoQQS5cuFT4+PkKhUEij8+p3St6+fbsICgoSDg4OIiwsTOzZs0etXTiggkxNU0f6S5cuiUmTJol27doJJycn0atXLxEfHy9UKpUQonak64svvijatm0rvL29xYoVKxps59q1ayIyMlI4OzuL7t27i3379jX4DeXm5opnnnlGuLm5ibZt24rQ0FBpwFRlZaV45plnRLt27aRR70I0/G3++uuvYtSoUcLR0VF4eHiI2NhYacCSELUDKh6eZUAIIebPny+NZm1OYGCgSExMFM8//7x0vKtWrVIr89tvv4mnnnpKODs7C1dXV/Hcc89JAzqaOpbS0lIxd+5c4efnJ+zs7ERAQIB44YUXpMEZmgZifPjhh2qxLDs7WwwZMkQ4OTkJACInJ6dBXCkqKhJRUVHCxcVFdOzYUbzxxhti2rRpau3CARUtpxCiXkcEIlKzZcsWxMfH87FcRGRSQUFBiI+P56O5qFm8LUtERERkQZjckdUbN26c2vD/h1/vvPOOqatHRFYgJSWl0TjExy2SXLwtS1bv2rVruHfvnsbPPDw8+IxWIjK4e/fu4dq1a41+3q1bNyPWhlo7JndEREREFoS3ZYmIiIgsCJM7IiIiIgtidY8fU6lUuH79OlxdXZt9NBQREVD7+KaysjL4+flp/eSQpjAOEZFccuKQ1SV3169fV3uoMhGRtvLz8+Hv79/i7TAOEZGutIlDVpfcubq6AqhtHDc3NxPXhohag9LSUgQEBEjxo6XkxKGDmTfw7g8XcbP0j0deebs54PVxvRAR7KOX+hCR+ZMTh6wuuau7BeLm5maRyV2NSiAt5zYKyirR0dURgzt7wNbGMLd9jLkvInOgr1uo2sah/eeVWLD7MgRsYePQVlpeWAUs2H0Z611cMbavr17qREStgzZxyOqSO0u2/7wSiXszoSyplJb5ujtiyYRgvf8BMOa+iKxRjUogcW8mNM1VJQAoACTuzUREsA9PqohIDUfLWoj955WY9cVZtWQLAG6UVGLWF2ex/7yyVe6LyFql5dxu8Bt7mACgLKlEWs5t41WKiFoFJncWoLkzfKD2DL9G1fL5qo25LyJrVlDWeGKnSzkish5M7iyAMc/weTWByDg6ujrqtZw1q1EJnLxShG8zruHklSKefJLFY587C2DMM3xeTSAyjsGdPeDr7ogbJZUar5QrAPi41w5kosaxfzBZI5NfuVu3bh06d+4MR0dHDBo0CCkpKY2W3blzJyIiItChQwe4ubkhLCwMP/74oxFra56MeYbPqwlExmFro8CSCcEAahO5h9W9XzIhmIMpmsD+wWStTJrcJScnIz4+HosXL0Z6ejpGjBiBcePGIS8vT2P5Y8eOISIiAvv27cOZM2cwatQoTJgwAenp6UauuXmpO8NvLMQrUHumqo8zfGPui8jaje3ri/UvhsDHXf1kqb2zHdZOHcgrT01g/2CyZiZN7lauXImZM2fi5ZdfRu/evbFq1SoEBARg/fr1GsuvWrUKCxcuxKOPPoru3bvjnXfeQffu3bF3714j19y8GPMMn1cTiIxrbF9f/POJYHg420vLbpc/wL++z+KVpyawfzBZM5Mld/fv38eZM2cQGRmptjwyMhKpqalabUOlUqGsrAweHrxK1NgZvo+7I9a/GKLXM3xj7ovI2u0/r8Sc7Wdxu/y+2nLeWmwa+weTNTPZgIrCwkLU1NTA29tbbbm3tzdu3Lih1TY++OADlJeX4/nnn2+0TFVVFaqq/nhsT2lpqW4VbgXG9vVFRLCPUZ4aYcx9EbV2usYhTmSsO/YPJmtm8tGy9R+jIYTQ6tEaSUlJeOutt/Dtt9+iY8eOjZZbtmwZEhMTW1zP1sLWRoGwrp4Wty+i1kzXOCTn1iJ/i+o42pismcluy3p5ecHW1rbBVbqCgoIGV/PqS05OxsyZM/HVV1/h8ccfb7LsokWLUFJSIr3y8/NbXHciIjl0jUPGvrVoSfPBsX8wWTOTXbmzt7fHoEGDcPDgQUyaNElafvDgQURFRTW6XlJSEmbMmIGkpCQ88cQTze7HwcEBDg4OeqkzEZEudI1Dxry1aInzwdX1D65/XD6t/LiImmPS27IJCQmIjo5GaGgowsLCsGHDBuTl5SEuLg5A7dnutWvXsHXrVgC1id20adPw0UcfYciQIdJVPycnJ7i7u5vsOIiIDMFYtxbr5oOrv4+6QRuteaAU+weTNTLpVCiTJ0/GqlWrsHTpUgwYMADHjh3Dvn37EBgYCABQKpVqc959+umnqK6uxpw5c+Dr6yu95s+fb6pDICIyGGPcWrSG+eDq+gdHDfgTwrp6MrEji6cQQrTeX6wOSktL4e7ujpKSEri5uZm6OkTUCug7bsjdniFvmZ68UoQpG081Wy4pdggHbRCZkJy4YfLRskRE1DRD3lrkfHBElofJHRFRK2CoqYc4HxyR5WFyR0RkxYwxaKNGJTiggciImNwREVmxukEbs744CwWgluDpY9CGJU6xQmTuTDpaloiITM9Qz4uum2Kl/lM2+FxcIsPilTsiItL7oA0+F5fIdJjcERERAP0O2uBzcYlMR3ZyV1JSgl27diElJQW5ubmoqKhAhw4dMHDgQIwZMwZDhw41RD2JiKgV4RQrRKajdZ87pVKJ2NhY+Pr6YunSpSgvL8eAAQPwl7/8Bf7+/jhy5AgiIiIQHByM5ORkQ9aZiIjMnLlNsVKjEjh5pQjfZlzDyStFrfqJG0TN0frKXf/+/TFt2jSkpaWhb9++Gsvcu3cPu3fvxsqVK5Gfn48FCxboraJERNR6GOu5uNrgiF2yNlo/fuzWrVvo0KGD1huWW95Y+PgxIpLL1I8fa63qRssCmqdYaclIXLl1qP+Hzph1INIHOXFD69uyHTp0wO7du1FTU6N1eSIisl6GmmJFW82N2AVqR+zyFi1ZGlkDKp599ll4eXkhJiYGL730Enr16mWoehERkQUw5HNxm8MRu2StZE1inJeXh7lz52LXrl3o06cPhg8fjs2bN6O8vNxQ9SMiolauboqVJ/v5AQC++/W6UQY1cMQuWStZyZ2fnx8WL16MS5cu4fDhw+jatSvmzZsHX19fvPzyyzh58qSh6kkyGHNUGEegEVkOQ/6e959XYvjyw5iy8RTm78jAlI2nMHz5YYM+pcLcRuwSGYvWAyoac/fuXezYsQObN2/GqVOn0KtXL1y4cEFf9dM7S+/IbMxRYRyBRtbCGgZUGPL3bKpBDTUqgeHLDzc7Yvf430fzKRlk9gwyoKIxLi4uGDVqFEaNGoV27drh0qVLLd0k6ciYz3HkMyOJLIchf8+mHNRga6PAkgnBAP5IJOvUvV8yIZiJHVkcnZO7iooK/Pvf/0Z4eDh69OiB5ORkJCQkIDc3V4/VI20ZM4ByBBqR5TD071nOoAZDMPWIXSJTkP34sRMnTmDTpk34+uuvUV1djaeffhr/+c9/MGrUKEPUj7RkzFFhHIFGZDkM/Xs2h0ENphyxS2QKspK7Hj164MqVKxg4cCCWL1+OqVOnwt3d3VB1IxmMGUDNIVgTkX4Y+vdsLoMa6kbsElkDWcnd2LFjMXPmTPTv399Q9SEdGTOAmkuwJqKWM/Tv2ZweQ0ZkLWT1ufv444+tLrFrLVN91AXQxm4yKFA78k0fAdSY+yIiwzL075mDGoiMT+vkbuzYsUhNTW22XFlZGZYvX461a9e2qGLmwBTzMunKmAGUwZrIchjj98xBDUTGpfU8d59//jmWLFkCV1dXPPXUUwgNDYWfnx8cHR1x584dZGZm4vjx49i3bx+efPJJvPfeewgICDB0/WXTdp4YQ87LVKMSBuvYy3nuiPSP89zp5/dsyNhHZOnkxA1Zkxjfv38f//u//4vk5GSkpKSguLi4diMKBYKDgzFmzBjExsaiZ8+eLToAQ9KmceomvmxsBFlLJr60tADKYG3e+P+jH9aQ3AH8vhCZM4Mld/WVlJTg3r178PT0hJ2dna6bMSptGufklSJM2Xiq2W0lxQ6RNfrKVLO0k3XilVX9sZbkjojMl9GeUOHu7g4fH59Wk9hpyxBTA3DiXzImPkGEiMh6tfjxY5bIEFMDmHqWdrIelngi0VpGrRMRmQPZT6iwBoaYl4kT/5KxWNoTRHh7mYjMmTn2VWVyp0Hd1ACzvjjbaBm5UwNw4l8yFks6kWisn2rd7WX2UyVqfcwxGdKVuZ58MrlrxNi+vnjlz52xMSUHD98BslEAsSM6y/5P4yztZCyWciLR3O1lBWpvL0cE+7TaPwxE1sZckyFdmPPJp6w+d2lpaaipqZHe1x9oW1VVha+++ko/NTOx/eeV2HBMPbEDACGADcdyZHdIr7sa2FhPIQFO/Ev6YSlPEGE/VSLLYkkDvVrSt9kYfYhlJXdhYWEoKiqS3ru7u+Pq1avS++LiYkyZMkVWBdatW4fOnTvD0dERgwYNQkpKSqNllUolpk6dip49e8LGxgbx8fGy9qUtS+yQTtbDUp4gYkm3l4msXWv5u6pt4qXryaexnnwlK7mrf6VO0xR5cqbNS05ORnx8PBYvXoz09HSMGDEC48aNQ15ensbyVVVV6NChAxYvXmzQZ9wa4opB3Re7MXW3mEz9xSbLYAmPe7KU28tE1DquxMtJvHQ5+TTmlUu997lTKLS/GrBy5UrMnDkTL7/8MgBg1apV+PHHH7F+/XosW7asQfmgoCB89NFHAIBNmzbpp8IaGOKKgaWNYCTzN7avLyKCfVptx2X2UyWyHOZ+JV5u/zm5J5/G7kNssnnu7t+/jzNnziAyMlJteWRkJFJTU01Uq1qGuGJg7l9ssky2NgqEdfVE1IA/IayrZ6tJ7ADLub1MROZ9JV6XW8Zy+zYb+8ql7Ct3mZmZuHHjRm1lhMDFixdx9+5dAEBhYaHW2yksLERNTQ28vb3Vlnt7e0vb14eqqipUVVVJ70tLS5tdxxBXDMz5i01kLupPkRAR7IP1L4Y0GF3n08pG1+kSh4gsiTlfidflztrDU6YpALVj0nTyaewLPLKTu7/85S9q/eqefPJJALW3Y4UQsm7L1q33MF220ZRly5YhMTFR1jpy/9O0Yc5fbCJz0NQUCcf/PrrV3l4GdItDRJbEEH9X9UXXxKuub7M2J5/GvsAjK7nLycnRy04BwMvLC7a2tg2u0hUUFDS4mtcSixYtQkJCgvS+tLQUAQEBza4n5z9NG+b8xSYyNXOeL0ofdI1DRJZE339X9aUliZe2fZuNfYFHVnIXGBjYbJmMjAytytnb22PQoEE4ePAgJk2aJC0/ePAgoqKi5FSrSQ4ODnBwcNBpXX13SDfXLzaRKVnDZMUtiUNElkTu31VjPM2ipYlXXd/mphj7Ao9eRsuWlJTgyy+/xGeffYZz586pTXTclISEBERHRyM0NBRhYWHYsGED8vLyEBcXB6D2bPfatWvYunWrtE5GRgYA4O7du7h16xYyMjJgb2+P4OBgfRxKA9r8p8nR2kcwEumbIUeSW9JjjogshbZ/V431NAtjJV7GvMDTouTu8OHD2LRpE3bu3InAwEA888wz+Pzzz7Vef/LkySgqKsLSpUuhVCrRt29f7Nu3T7ryp1QqG8x5N3DgQOnfZ86cwfbt2xEYGIjc3NyWHIpR6TthJGrNDNXR2JIec0RkbYzdVcNYiZexLvAohJxZhwH8/vvv2LJlCzZt2oTy8nI8//zz+OSTT3Du3DmDXT3Tp9LSUri7u6OkpARubm6mrg6R1Tt5pQhTNp5qtlxS7BCtT4oa+8NQFz7l/mHQd9xgHCJqXI1KYPjyw41e0a+7TXr876P1nhSZ89V+OXFD1jx348ePR3BwMDIzM7F69Wpcv34dq1evblFlici66ftZuK3lMUdEpJkpn2bRmucGfZis5O7AgQN4+eWXkZiYiCeeeAK2traGqhcRWQl9T1bcGh5zRESN46T/LScruUtJSUFZWRlCQ0Px2GOPYc2aNbh165ah6kZEVkKfz8LlHwai1o2T/recrAEVYWFhCAsLw0cffYQdO3Zg06ZNSEhIgEqlwsGDBxEQEABXV1dD1ZWILJi+OhrzDwNR62bKSf/Nuc+dHLIHVNSXnZ2Nzz//HNu2bUNxcTEiIiKwZ88efdVP79iRmciy1XXGbu4Pg5zO2BxQQWRcdYOiAM1TkxhiYnNzH2FvsAEVmvTs2RMrVqzA77//jqSkpJZujoioRfTdh4+IjE+fXTW0UZdM1u+vWzf1yv7zSr3uz9BafOWuteEZM1HrJeeWiT7Pwnnljsg0jHGb1JRTr8ghJ27I6nM3Y8aMZssoFApZExkTEWlDbrLGp8EQtX7GmPTfkE/JMRVZyd2WLVsQGBiIgQMHwsou+BGRCek6Wz2fBkNEzbHEEfaykru4uDjs2LEDV69exYwZM/Diiy/Cw0P/o1WIyPjMdZRYc5MSK1A7KXFEsI9Z1JeIWhdLHGEvK7lbt24dPvzwQ+zcuRObNm3CokWL8MQTT2DmzJmIjIyEQsHAStQamdMosfpJpkoIi7tlQkTmw5RTrxiKrOQOABwcHDBlyhRMmTIFv/32G7Zs2YLZs2fjwYMHyMzMhIuLiyHqSUQGYuwHdDdXl/pJZjsnO63WbU23TIjIfNSNsJ/1xVkooHnqlcZG2JvrHQ/Zyd3DFAoFFAoFhBBQqVT6qhMRGYk53fJsLMksvvdAq/Vb0y0TIjIvdVOv1D+59GniDoY53fGoT3ZyV1VVJd2WPX78OJ588kmsWbMGY8eOhY1Ni6fNIyIjMpdRYk0lmc1pjbdMiMj8yBlhb053PDSRldzNnj0bO3bsQKdOnfDSSy9hx44d8PRkHxei1spcRok1l2Q2hpMSE5E+aTPC3pzueDRGVnL3ySefoFOnTujcuTOOHj2Ko0ePaiy3c+dOvVSOiAzLXEaJaZs8tnOyU7tN29QtEyIiQzCXOx5NkZXcTZs2jSNiiSyIuYwS0zZ5XDs1BDY2CrPrvExE1sNc7ng0RfYkxkRkOVoySkyftE0yh3T1ZDJHRCZlLnc8msIREERWztgP6NakLskE/kgq67BfHRGZk7qT0caikQK1o2ZNOcirRVOhEJFlMIfnsOoyFQERkbGZyx2PpjC5IyIA5vEcVnNIMomImmPuJ6NM7ojIrJhDkklE1BxzPhllckdERESkA3M9GeWACiIiIiILwuSOiIiIyIIwuSMiIiKyIEzuiIiIiCwIkzsiIiIiC8LkjoiIiMiCMLkjIiIisiBM7oiIiIgsCCcxJiKLVqMSZjmDPBFZL0PHJZMnd+vWrcN7770HpVKJPn36YNWqVRgxYkSj5Y8ePYqEhARcuHABfn5+WLhwIeLi4oxYYyJqLfafVzZ49qOvmTz7kYiskzHikklvyyYnJyM+Ph6LFy9Geno6RowYgXHjxiEvL09j+ZycHIwfPx4jRoxAeno6/vGPf2DevHn45ptvjFxzIjJ3+88rMeuLs2oBFABulFRi1hdnsf+80kQ1IyJrZay4pBBCCL1sSQePPfYYQkJCsH79emlZ7969MXHiRCxbtqxB+b///e/Ys2cPsrKypGVxcXE4d+4cTp48qdU+S0tL4e7ujpKSEri5ubX8IIjI7NSoBIYvP9wggNZRAPBxd8Txv4/W6laIvuMG4xCR9WlpXJITN0x25e7+/fs4c+YMIiMj1ZZHRkYiNTVV4zonT55sUH7MmDE4ffo0Hjx4oHGdqqoqlJaWqr2IyLKl5dxuNIACgACgLKlEWs5to9SHcYiIjBmXTJbcFRYWoqamBt7e3mrLvb29cePGDY3r3LhxQ2P56upqFBYWalxn2bJlcHd3l14BAQH6OQAiMlsFZY0HUF3KtRTjEBEZMy6ZfCoUhUL90qMQosGy5sprWl5n0aJFKCkpkV75+fktrDERmbuOro56LddSjENEZMy4ZLLRsl5eXrC1tW1wla6goKDB1bk6Pj4+Gsu3adMGnp6eGtdxcHCAg4ODfipNRK3C4M4e8HV3xI2SSmjqVFzXt2VwZw+j1IdxiIiMGZdMduXO3t4egwYNwsGDB9WWHzx4EEOHDtW4TlhYWIPyBw4cQGhoKOzs7AxWVyJqXWxtFFgyIRhAbcB8WN37JROCOd8dERmNMeOSSee5S0hIQHR0NEJDQxEWFoYNGzYgLy9Pmrdu0aJFuHbtGrZu3QqgdmTsmjVrkJCQgNjYWJw8eRKff/45kpKStN5n3W1cdmgmsmxDOznj/Ynd8e4PF3GztEpa7u3mgNfH9cLQTs5ax4G6cvqaXIBxiMg6tSQuyYpDwsTWrl0rAgMDhb29vQgJCRFHjx6VPouJiRHh4eFq5X/66ScxcOBAYW9vL4KCgsT69etl7S8/P1+gdlAKX3zxxZesV35+vj7CHuMQX3zxpfNLmzhk0nnuTEGlUuH69esYPXo0Tp8+3Wz5Rx99FL/88ouszzQt12ZZ3fvS0lIEBAQgPz/fYHNgNXVcLV2nuXL6bLeH/23odtOlzeSsp6/vmqblTb1vze1mrO+aEAJlZWXw8/ODjU3Le7PIiUPG/D09/N6S45Dcz6zl99RcOX7XdCvXknZ7+L2cOGTyx48Zm42NDfz9/dGmTRutvkS2traNlmvsM03LtVlW/72bm5vBvuhNHVdL12munD7bTdPnhmo3XdpMznr6+q5pWt7ce6B1tpsxv2vu7u7aVr1ZcuKQMY9R03tLjENyP7OW31Nz5fhd061cS9qt/ntt45DJp0IxlTlz5rS4XGOfaVquzTJt66QPuuxLH23W1Oe6tJu5t5mc9fT1XdO0vLV917Rdz5jfNUMwx2M09++GIX9PjX1mLb+n5srxu6ZbuZa0m65tZHW3ZVsDPppIN2w33bDdSBN+L3TDdpOPbaZ/Vnvlzpw5ODhgyZIlnBdLJrabbthupAm/F7phu8nHNtM/XrkjIiIisiC8ckdERERkQZjcEREREVkQJndEREREFoTJHREREZEFYXLXyuTn52PkyJEIDg5Gv3798PXXX5u6SmavrKwMjz76KAYMGIBHHnkEGzduNHWVWpWKigoEBgZiwYIFpq4KmQnGIfkYh1qGcUgejpZtZZRKJW7evIkBAwagoKAAISEhyM7OhrOzs6mrZrZqampQVVWFtm3boqKiAn379sUvv/wCT09PU1etVVi8eDEuX76MTp064f333zd1dcgMMA7JxzjUMoxD8vDKXSvj6+uLAQMGAAA6duwIDw8P3L5927SVMnO2trZo27YtAKCyshI1NTXgOY12Ll++jIsXL2L8+PGmrgqZEcYh+RiHdMc4JB+TOyM7duwYJkyYAD8/PygUCuzevbtBmXXr1qFz585wdHTEoEGDkJKSonFbp0+fhkqlQkBAgIFrbVr6aLPi4mL0798f/v7+WLhwIby8vIxUe9PRR7stWLAAy5YtM1KNyVgYh+RjHNIN45BpMLkzsvLycvTv3x9r1qzR+HlycjLi4+OxePFipKenY8SIERg3bhzy8vLUyhUVFWHatGnYsGGDMaptUvpos3bt2uHcuXPIycnB9u3bcfPmTWNV32Ra2m7ffvstevTogR49ehiz2mQEjEPyMQ7phnHIRASZDACxa9cutWWDBw8WcXFxast69eolXn/9del9ZWWlGDFihNi6dasxqmlWdG2zh8XFxYmvvvrKUFU0S7q02+uvvy78/f1FYGCg8PT0FG5ubiIxMdFYVSYjYRySj3FIN4xDxsMrd2bk/v37OHPmDCIjI9WWR0ZGIjU1FQAghMD06dMxevRoREdHm6KaZkWbNrt58yZKS0sB1D6g+tixY+jZs6fR62pOtGm3ZcuWIT8/H7m5uXj//fcRGxuLN9980xTVJSNiHJKPcUg3jEOG08bUFaA/FBYWoqamBt7e3mrLvb29cePGDQDAiRMnkJycjH79+kl9F7Zt24ZHHnnE2NU1C9q02e+//46ZM2dCCAEhBP72t7+hX79+pqiu2dCm3cg6MQ7JxzikG8Yhw2FyZ4YUCoXaeyGEtGz48OFQqVSmqJZZa6rNBg0ahIyMDBPUyvw11W4Pmz59upFqROaCcUg+xiHdMA7pH2/LmhEvLy/Y2to2OGMpKChocGZDtdhmumG7UWP43ZCPbaYbtpvhMLkzI/b29hg0aBAOHjyotvzgwYMYOnSoiWpl3thmumG7UWP43ZCPbaYbtpvh8Laskd29exf/93//J73PyclBRkYGPDw80KlTJyQkJCA6OhqhoaEICwvDhg0bkJeXh7i4OBPW2rTYZrphu1Fj+N2Qj22mG7abiZhmkK71OnLkiADQ4BUTEyOVWbt2rQgMDBT29vYiJCREHD161HQVNgNsM92w3agx/G7IxzbTDdvNNPhsWSIiIiILwj53RERERBaEyR0RERGRBWFyR0RERGRBmNwRERERWRAmd0REREQWhMkdERERkQVhckdERERkQZjcEREREVkQJndEREREFoTJHVmd6dOnY+LEiSbbf3R0NN555x2tyj777LNYuXKlgWtERMbGOEQGZernn5H1iYmJkZ4vaGtrKwICAkRcXJy4ffu2XveTk5MjAIj09HS15cXFxeLOnTt63Ze2zp07J9q3by9KS0u1Lu/h4SFKSkoMXDMi68I4xDhkyXjljkxi7NixUCqVyM3NxWeffYa9e/di9uzZRtm3u7s72rVrZ5R91bdmzRo899xzcHV11ap8v379EBQUhC+//NLANSOyPoxDjEOWiskdmYSDgwN8fHzg7++PyMhITJ48GQcOHJA+HzlyJOLj49XWmThxIqZPny69DwoKwjvvvIMZM2bA1dUVnTp1woYNG6TPO3fuDAAYOHAgFAoFRo4cCaDh7ZCRI0di7ty5iI+PR/v27eHt7Y0NGzagvLwcL730ElxdXdG1a1f88MMPavXJzMzE+PHj4eLiAm9vb0RHR6OwsLDRY1apVPj666/x1FNPqS1ft24dunfvDkdHR3h7e+PZZ59V+/ypp55CUlJSo9slIt0wDv2BcciyMLkjk7t69Sr2798POzs72et+8MEHCA0NRXp6OmbPno1Zs2bh4sWLAIC0tDQAwH/+8x8olUrs3Lmz0e38+9//hpeXF9LS0jB37lzMmjULzz33HIYOHYqzZ89izJgxiI6ORkVFBQBAqVQiPDwcAwYMwOnTp7F//37cvHkTzz//fKP7+PXXX1FcXIzQ0FBp2enTpzFv3jwsXboU2dnZ2L9/P/785z+rrTd48GCkpaWhqqpKdvsQkXYYhxiHLIqp7wuT9YmJiRG2trbC2dlZODo6Sv1eVq5cKZUJDw8X8+fPV1svKipKxMTESO8DAwPFiy++KL1XqVSiY8eOYv369UKIxvu6xMTEiKioKLV9DR8+XHpfXV0tnJ2dRXR0tLRMqVQKAOLkyZNCCCH++c9/isjISLXt5ufnCwAiOztb43Hv2rVL2NraCpVKJS375ptvhJubW5N9X86dOycAiNzc3EbLEJE8jEOMQ5asjWlSSrJ2o0aNwvr161FRUYHPPvsMly5dwty5c2Vvp1+/ftK/FQoFfHx8UFBQ0KLt2NrawtPTE4888oi0zNvbGwCkbZ85cwZHjhyBi4tLg21duXIFPXr0aLD83r17cHBwgEKhkJZFREQgMDAQXbp0wdixYzF27FhMmjQJbdu2lco4OTkBgHS2TkT6wThUi3HI8vC2LJmEs7MzunXrhn79+uHjjz9GVVUVEhMTpc9tbGwghFBb58GDBw22U/8WikKhgEqlkl0fTdt5eFldIKzbtkqlwoQJE5CRkaH2unz5coPbGXW8vLxQUVGB+/fvS8tcXV1x9uxZJCUlwdfXF2+++Sb69++P4uJiqczt27cBAB06dJB9XETUOMahWoxDlofJHZmFJUuW4P3338f169cB1AYQpVIpfV5TU4Pz58/L2qa9vb20rr6FhITgwoULCAoKQrdu3dRezs7OGtcZMGAAgNoO0A9r06YNHn/8caxYsQK//vorcnNzcfjwYenz8+fPw9/fH15eXno/DiL6A+MQ45ClYHJHZmHkyJHo06ePNKnm6NGj8f333+P777/HxYsXMXv2bLWzSG107NgRTk5OUifjkpISvdV3zpw5uH37NqZMmYK0tDRcvXoVBw4cwIwZMxoN4h06dEBISAiOHz8uLfvuu+/w8ccfIyMjA7/99hu2bt0KlUqFnj17SmVSUlIQGRmpt7oTkWaMQ4xDloLJHZmNhIQEbNy4Efn5+ZgxYwZiYmIwbdo0hIeHo3Pnzhg1apSs7bVp0wYff/wxPv30U/j5+SEqKkpvdfXz88OJEydQU1ODMWPGoG/fvpg/fz7c3d1hY9P4z+qVV15RmyuqXbt22LlzJ0aPHo3evXvjk08+QVJSEvr06QMAqKysxK5duxAbG6u3uhNR4xiHGIcsgULU71BARAZTWVmJnj17YseOHQgLC2u2/Nq1a/Htt9+qzb1FRNQSjEOWj1fuiIzI0dERW7dubXKS0YfZ2dlh9erVBq4VEVkTxiHLxyt3RERERBaEV+6IiIiILAiTOyIiIiILwuSOiIiIyIIwuSMiIiKyIEzuiIiIiCwIkzsiIiIiC8LkjoiIiMiCMLkjIiIisiBM7oiIiIgsCJM7IiIiIgvy/wAYwKywufdE4AAAAABJRU5ErkJggg==", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, axs = plt.subplots(1, 2, figsize=(6.5, 2.))\n", + "fig, axs = plt.subplots(1, 2, figsize=(6.5, 2.), sharex=True, sharey=True)\n", "\n", - "for prop, ax in zip(properties, axs):\n", + "for prop, ax in zip(redox_properties, axs):\n", " levels = [f'{prop}.{l}' for l in run_order]\n", " \n", " # Compute the MAE without the offest\n", " error_all = (records[levels].values - records[levels[-1]].values[:, None])\n", - " offset_all = np.nanmean(error_all, axis=0)\n", - " mae_by_level = np.nanmean(np.abs(error_all - offset_all), axis=0)\n", + " offset_all = np.nanmedian(error_all, axis=0)\n", + " mae_by_level = np.nanmedian(np.abs(error_all - offset_all), axis=0)\n", " \n", " # Compute the runtime for complete computations\n", " runtime_all = records[[f'cumulative.{prop}.{l}' for l in run_order]].values\n", " runtime_all[np.isnan(error_all)] = np.nan\n", - " runtime_by_level = np.nanmean(runtime_all, axis=0)\n", + " runtime_by_level = np.nanmedian(runtime_all, axis=0)\n", " \n", " ax.scatter(runtime_by_level, mae_by_level)\n", "\n", " # Prettify\n", " ax.set_xlabel('Runtime (s)')\n", " ax.set_title(prop, fontsize=10)\n", - " ax.set_ylim(0, max(ax.get_ylim()))\n", " ax.set_xscale('log')\n", "\n", "axs[0].set_ylabel('MAE (V)')\n", @@ -476,37 +652,51 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "df42147d-962f-499f-b50f-487defd43163", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:54:24.590667Z", + "iopub.status.busy": "2023-10-11T10:54:24.590365Z", + "iopub.status.idle": "2023-10-11T10:54:24.594696Z", + "shell.execute_reply": "2023-10-11T10:54:24.594174Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Displaying columns: key,source,smiles,n_atoms,oxidation_potential.xtb_vertical,oxidation_potential.xtb_acn_vertical,oxidation_potential.xtb_adiabatic,oxidation_potential.xtb_acn_adiabatic,...\n" + "Displaying columns: key,n_atoms,smiles,source,oxidation_potential.cp2k_b3lyp_svp-acn-adiabatic,oxidation_potential.cp2k_b3lyp_svp-acn-vertical,...\n" ] } ], "source": [ - "sorted_cols = records.columns[:4].tolist() + [f'{pre}{p}.{l}' for pre in ['', 'runtime.', 'cumulative.'] for p in properties for l in run_order]\n", - "print(f'Displaying columns: {\",\".join(sorted_cols[:8])},...')" + "sorted_cols = sorted(records.columns, key=lambda x: (x.count(\".\"), x))\n", + "print(f'Displaying columns: {\",\".join(sorted_cols[:6])},...')" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "d1bca700-3b3c-45d4-96dc-7afeba711eac", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-11T10:54:24.597166Z", + "iopub.status.busy": "2023-10-11T10:54:24.596902Z", + "iopub.status.idle": "2023-10-11T10:54:54.306360Z", + "shell.execute_reply": "2023-10-11T10:54:54.305627Z" + } + }, "outputs": [], "source": [ - "records.to_csv(f'datasets/{\"-\".join(to_read)}_consolidated.csv.gz', index=False)" + "records[sorted_cols].to_csv(f'datasets/{\"-\".join(to_read)}_consolidated.csv.gz', index=False)" ] }, { "cell_type": "code", "execution_count": null, - "id": "30f455f1-a953-43bb-93ef-d11d22a22dde", + "id": "979317b6-788c-4bf4-840a-d480f5f7fe71", "metadata": {}, "outputs": [], "source": [] @@ -528,7 +718,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/scripts/redoxmers/2_initial-data/configs.py b/scripts/redoxmers/2_initial-data/configs.py index d5b6061..a581123 100644 --- a/scripts/redoxmers/2_initial-data/configs.py +++ b/scripts/redoxmers/2_initial-data/configs.py @@ -28,7 +28,7 @@ def make_theta_config() -> tuple[Config, ASESimulator, int, list[str]]: """Make a configuration that will run computations on larger theta allocations""" max_blocks = 4 - prefetch = 16 + prefetch = 0 config = Config( retries=8, executors=[ @@ -50,14 +50,14 @@ def make_theta_config() -> tuple[Config, ASESimulator, int, list[str]]: )] ) sim = ASESimulator(scratch_dir='/tmp/run_data', retain_failed=False) # Avoid using the global filesystem - return config, sim, max_blocks * 128 * prefetch, ['xtb', 'mopac_pm7'] + return config, sim, max_blocks * 128 * (prefetch + 1), ['xtb', 'mopac_pm7'] def make_theta_debug_config() -> tuple[Config, ASESimulator, int, list[str]]: """Make a configuration that will run computations on a small job""" max_blocks = 1 - prefetch = 4 + prefetch = 0 config = Config( retries=8, executors=[ @@ -80,7 +80,7 @@ def make_theta_debug_config() -> tuple[Config, ASESimulator, int, list[str]]: )] ) sim = ASESimulator(scratch_dir='/tmp/run_data', retain_failed=False) - return config, sim, max_blocks * 4 * prefetch, ['xtb'] + return config, sim, max_blocks * 4 * (prefetch + 1), ['xtb', 'mopac_pm7'] def make_polaris_config() -> tuple[Config, ASESimulator, int, list[str]]: @@ -92,7 +92,7 @@ def make_polaris_config() -> tuple[Config, ASESimulator, int, list[str]]: # Settings max_blocks = 8 nodes_per_cp2k = 1 - cp2k_per_block = 2 + cp2k_per_block = 4 prefetch = 0 nodes_per_block = cp2k_per_block * nodes_per_cp2k @@ -125,7 +125,7 @@ def make_polaris_config() -> tuple[Config, ASESimulator, int, list[str]]: # Load anaconda conda activate /lus/grand/projects/CSC249ADCD08/ExaMol/env-polaris which python""", - walltime="12:00:00", + walltime="72:00:00", queue="preemptable", scheduler_options="#PBS -l filesystems=home:eagle:grand", launcher=SimpleLauncher(), @@ -141,12 +141,13 @@ def make_polaris_config() -> tuple[Config, ASESimulator, int, list[str]]: ) sim = ASESimulator( scratch_dir='cp2k-files', + optimization_steps=150, cp2k_command=f'mpiexec -n {nodes_per_cp2k * 4} --ppn 4 --cpu-bind depth --depth 8 -env OMP_NUM_THREADS=8 ' f'--hostfile /tmp/hostfiles/local_hostfile.`printf %02d $PARSL_WORKER_RANK` ' '/lus/grand/projects/CSC249ADCD08/cp2k/set_affinity_gpu_polaris.sh ' '/lus/grand/projects/CSC249ADCD08/cp2k/cp2k-git/exe/local_cuda/cp2k_shell.psmp', ) - return config, sim, max_blocks * cp2k_per_block * (prefetch + 1), ['cp2k_b3lyp_svp'] + return config, sim, max_blocks * cp2k_per_block * (prefetch + 1), ['cp2k_b3lyp_svp', 'cp2k_b3lyp_tzvpd'] def make_polaris_debug_config() -> tuple[Config, ASESimulator, int, list[str]]: diff --git a/scripts/redoxmers/2_initial-data/figures/pred-vs-actual-redox.png b/scripts/redoxmers/2_initial-data/figures/pred-vs-actual-redox.png index 368e470f09f261c6c40189e6a140c7a494930538..19624310338988508218b4885c87cb66324039f2 100644 GIT binary patch literal 895242 zcmeFZcU+Zcwl=&SCvirjgeW3PQAANt2q2-}T=&B@ucy`SfP*1guXuIpO&6)g?5 zrHfZDW-u5_)%U9&WiTXuWiY_=(5&1;&Cm)*X439rIXt!IK}>F8-Ut5nBiSe3j{} zh_@}1&zwa3vY2d1FV&*FM=hj(!dYZ_Lg&W@#QU3iO@j!2cbP6=eE(%=B 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