From 253d16f84ea41f1aaa24e41cc665bc08414a86b4 Mon Sep 17 00:00:00 2001 From: deng Date: Thu, 18 Jun 2026 11:19:50 +0800 Subject: [PATCH] eval classification model with simple metrics --- pyproject.toml | 8 + quickdraw_bot/assets/config.yaml | 1 + quickdraw_bot/assets/dvc.yaml | 4 + quickdraw_bot/doc/exp/eval/metrics.json | 8 + .../plots/images/test_confusion_matrix.png | Bin 0 -> 178041 bytes .../exp/eval/plots/metrics/test/accuracy.tsv | 2 + .../doc/exp/eval/plots/metrics/test/f1.tsv | 2 + .../exp/eval/plots/metrics/test/precision.tsv | 2 + .../exp/eval/plots/metrics/test/recall.tsv | 2 + quickdraw_bot/eval.py | 73 ++++++ uv.lock | 215 +++++++++++++++++- 11 files changed, 316 insertions(+), 1 deletion(-) create mode 100644 quickdraw_bot/doc/exp/eval/metrics.json create mode 100644 quickdraw_bot/doc/exp/eval/plots/images/test_confusion_matrix.png create mode 100644 quickdraw_bot/doc/exp/eval/plots/metrics/test/accuracy.tsv create mode 100644 quickdraw_bot/doc/exp/eval/plots/metrics/test/f1.tsv create mode 100644 quickdraw_bot/doc/exp/eval/plots/metrics/test/precision.tsv create mode 100644 quickdraw_bot/doc/exp/eval/plots/metrics/test/recall.tsv diff --git a/pyproject.toml b/pyproject.toml index fb60067..b3121e1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,6 +13,7 @@ dependencies = [ "dvc~=3.67.1", "dvclive~=3.49.1", "dvc-webdav~=3.0.1", + "matplotlib~=3.11.0", ] [dependency-groups] @@ -40,3 +41,10 @@ quote-style = 'single' [tool.pytest.ini_options] testpaths = ["tests"] pythonpath = ["."] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["quickdraw_bot"] \ No newline at end of file diff --git a/quickdraw_bot/assets/config.yaml b/quickdraw_bot/assets/config.yaml index 9d85a6b..44d8909 100644 --- a/quickdraw_bot/assets/config.yaml +++ b/quickdraw_bot/assets/config.yaml @@ -21,6 +21,7 @@ train: exp_msg: init train eval: test_npz: ./data/processed/test.npz + model_path: ./assets/model.pth random_seed: 1 deploy: random_seed: 1 \ No newline at end of file diff --git a/quickdraw_bot/assets/dvc.yaml b/quickdraw_bot/assets/dvc.yaml index 6ef9e39..eb6e8b0 100644 --- a/quickdraw_bot/assets/dvc.yaml +++ b/quickdraw_bot/assets/dvc.yaml @@ -1,5 +1,9 @@ metrics: - ../doc/exp/train/metrics.json +- ../doc/exp/eval/metrics.json plots: - ../doc/exp/train/plots/metrics: x: step +- ../doc/exp/eval/plots/metrics: + x: step +- ../doc/exp/eval/plots/images diff --git a/quickdraw_bot/doc/exp/eval/metrics.json b/quickdraw_bot/doc/exp/eval/metrics.json new file mode 100644 index 0000000..e2fd096 --- /dev/null +++ b/quickdraw_bot/doc/exp/eval/metrics.json @@ -0,0 +1,8 @@ +{ + "test": { + "accuracy": 0.7296500205993652, + "precision": 0.7283352017402649, + "recall": 0.7292018532752991, + "f1": 0.723344087600708 + } +} diff --git a/quickdraw_bot/doc/exp/eval/plots/images/test_confusion_matrix.png 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file mode 100644 index 0000000..e12d08d --- /dev/null +++ b/quickdraw_bot/doc/exp/eval/plots/metrics/test/precision.tsv @@ -0,0 +1,2 @@ +step precision +0 0.7283352017402649 diff --git a/quickdraw_bot/doc/exp/eval/plots/metrics/test/recall.tsv b/quickdraw_bot/doc/exp/eval/plots/metrics/test/recall.tsv new file mode 100644 index 0000000..3be8f2a --- /dev/null +++ b/quickdraw_bot/doc/exp/eval/plots/metrics/test/recall.tsv @@ -0,0 +1,2 @@ +step recall +0 0.7292018532752991 diff --git a/quickdraw_bot/eval.py b/quickdraw_bot/eval.py index e69de29..dff88ca 100644 --- a/quickdraw_bot/eval.py +++ b/quickdraw_bot/eval.py @@ -0,0 +1,73 @@ +# eval.py +# +# author: deng +# date : 20260618 + +import torch +from dvclive import Live +from torch.utils.data import DataLoader +from torchmetrics import MetricCollection +from torchmetrics.classification import Accuracy, ConfusionMatrix, F1Score, Precision, Recall + +from quickdraw_bot.utils.dataset import QuickDrawDataset +from quickdraw_bot.utils.utils import load_config + + +class Eval: + def __init__(self, config_path: str = './assets/config.yaml'): + self.config = load_config(config_path)['eval'] + self._device = torch.device('mps' if torch.mps.is_available() else 'cpu') + + def _get_dataloader(self): + test_dataset = QuickDrawDataset(data_npz_path=self.config['test_npz'], return_cate_name=False) + test_dataloader = DataLoader(test_dataset, batch_size=1, shuffle=False) + return test_dataloader + + def _get_model(self) -> tuple[torch.nn.Module, int]: + model = torch.load(self.config['model_path'], map_location=self._device, weights_only=False) + model.eval() + num_classes = [m for m in model.modules() if isinstance(m, torch.nn.Linear)][-1].out_features + return model, num_classes + + def _get_metrics(self, num_classes: int) -> tuple[MetricCollection, ConfusionMatrix]: + metric_collection = MetricCollection( + [ + Accuracy(task='multiclass', num_classes=num_classes, top_k=1), + Precision(task='multiclass', num_classes=num_classes, average='macro'), + Recall(task='multiclass', num_classes=num_classes, average='macro'), + F1Score(task='multiclass', num_classes=num_classes, average='macro'), + ] + ).to(self._device) + confusion_matrix = ConfusionMatrix( + task='multiclass', + threshold=0.5, + num_classes=num_classes, + ).to(self._device) + return metric_collection, confusion_matrix + + def run(self): + test_dataloader = self._get_dataloader() + model, num_classes = self._get_model() + metrics, confusion_matrix = self._get_metrics(num_classes=num_classes) + + with Live(dir='./doc/exp/eval', dvcyaml='./assets/dvc.yaml') as live: + metrics.reset() + with torch.no_grad(): + for inputs, targets in test_dataloader: + inputs = inputs.to(self._device) + targets = targets.to(self._device) + outputs = model(inputs) + metrics.update(outputs, targets) + confusion_matrix.update(outputs, targets) + test_metrics = metrics.compute() + confusion_matrix_fig, _ = confusion_matrix.plot() + + live.log_metric('test/accuracy', 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