From 391c70753d66fb28ef3c0a475f5ef9bfe4aa0823 Mon Sep 17 00:00:00 2001 From: deng Date: Mon, 15 Jan 2024 21:09:58 +0800 Subject: [PATCH] fix accuracy computation --- dvc.lock | 12 ++++++------ dvclive/eval/metrics.json | 2 +- dvclive/eval/plots/metrics/test_acc.tsv | 2 +- dvclive/eval/report.md | 2 +- dvclive/eval/static/test_acc.png | Bin 13993 -> 12660 bytes dvclive/train/metrics.json | 8 ++++---- dvclive/train/plots/metrics/train_acc.tsv | 10 +++++----- dvclive/train/plots/metrics/train_loss.tsv | 10 +++++----- dvclive/train/plots/metrics/valid_acc.tsv | 10 +++++----- dvclive/train/plots/metrics/valid_loss.tsv | 10 +++++----- dvclive/train/report.md | 2 +- dvclive/train/static/train_acc.png | Bin 21095 -> 22712 bytes dvclive/train/static/train_loss.png | Bin 20972 -> 21503 bytes dvclive/train/static/valid_acc.png | Bin 21554 -> 20372 bytes dvclive/train/static/valid_loss.png | Bin 22683 -> 22543 bytes evaluate.py | 6 +++--- train.py | 9 ++++----- 17 files changed, 41 insertions(+), 42 deletions(-) diff --git a/dvc.lock b/dvc.lock index 6729b23..5ad4755 100644 --- a/dvc.lock +++ b/dvc.lock @@ -32,8 +32,8 @@ stages: nfiles: 60001 - path: train.py hash: md5 - md5: aabaf1a407badf48c97b14a69b0072ea - size: 3420 + md5: d32feb4bad10a201fdde2b6424238d16 + size: 3401 params: params.yaml: train: @@ -44,7 +44,7 @@ stages: outs: - path: model.pt hash: md5 - md5: 8ead2a7cd52d70b359d3cdc3df5e43e3 + md5: a0823af18fbf58ff562d804a02dca7d2 size: 102592994 evaluate: cmd: python evaluate.py @@ -56,11 +56,11 @@ stages: nfiles: 60001 - path: evaluate.py hash: md5 - md5: 8a9a2e95a6b64e632a4f2feac62d294b - size: 1473 + md5: 8eb9acfdc80a5ca6b7bd782643a0997b + size: 1483 - path: model.pt hash: md5 - md5: 8ead2a7cd52d70b359d3cdc3df5e43e3 + md5: a0823af18fbf58ff562d804a02dca7d2 size: 102592994 params: params.yaml: diff --git a/dvclive/eval/metrics.json b/dvclive/eval/metrics.json index 5b1327d..58132b6 100644 --- a/dvclive/eval/metrics.json +++ b/dvclive/eval/metrics.json @@ -1,3 +1,3 @@ { - "test_acc": 0.7336809039115906 + "test_acc": 0.20589999854564667 } diff --git a/dvclive/eval/plots/metrics/test_acc.tsv b/dvclive/eval/plots/metrics/test_acc.tsv index 6d4a371..ca9e105 100644 --- a/dvclive/eval/plots/metrics/test_acc.tsv +++ b/dvclive/eval/plots/metrics/test_acc.tsv @@ -1,2 +1,2 @@ step test_acc -0 0.7336809039115906 +0 0.20589999854564667 diff --git a/dvclive/eval/report.md b/dvclive/eval/report.md index 678f542..778881c 100644 --- a/dvclive/eval/report.md +++ b/dvclive/eval/report.md @@ -10,6 +10,6 @@ metrics.json | test_acc | |------------| -| 0.733681 | +| 0.2059 | ![static/test_acc](static/test_acc.png) diff --git a/dvclive/eval/static/test_acc.png b/dvclive/eval/static/test_acc.png index 27643cda16f142437efb85d5e4e88d01362e8d0e..2b4f11e7c1a18fb6e23360c988ff0a26065900cc 100644 GIT binary patch literal 12660 zcmeHt2T)aMw(d3uOsygc0@{KK2xto;*^CDy=WHTNkeoqnr42xfA_@X3AQ>d*plG8Y zAmM;ylza{u4j}P<+v)C^SNF|S&D?oaZ>lbZAaKqO|6c!EU%IWNAhUig>so>!)>F=& 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a/dvclive/train/plots/metrics/train_acc.tsv +++ b/dvclive/train/plots/metrics/train_acc.tsv @@ -1,6 +1,6 @@ step train_acc -0 0.6712241768836975 -1 0.6976224184036255 -2 0.7157850861549377 -3 0.7277812957763672 -4 0.7347080707550049 +0 0.0997999981045723 +1 0.13202856481075287 +2 0.16345714032649994 +3 0.19614285230636597 +4 0.22537143528461456 diff --git a/dvclive/train/plots/metrics/train_loss.tsv b/dvclive/train/plots/metrics/train_loss.tsv index 26010c9..1045549 100644 --- a/dvclive/train/plots/metrics/train_loss.tsv +++ b/dvclive/train/plots/metrics/train_loss.tsv @@ -1,6 +1,6 @@ step train_loss -0 3.0726168155670166 -1 2.7409346103668213 -2 2.5224294662475586 -3 2.364570140838623 -4 2.2422571182250977 +0 3.096755027770996 +1 2.749246120452881 +2 2.522728681564331 +3 2.3631479740142822 +4 2.2407546043395996 diff --git a/dvclive/train/plots/metrics/valid_acc.tsv b/dvclive/train/plots/metrics/valid_acc.tsv index 9818ddd..53a9dab 100644 --- a/dvclive/train/plots/metrics/valid_acc.tsv +++ b/dvclive/train/plots/metrics/valid_acc.tsv @@ -1,6 +1,6 @@ step valid_acc -0 0.6918894052505493 -1 0.7131190896034241 -2 0.7261338233947754 -3 0.7339118123054504 -4 0.7381500005722046 +0 0.10953333228826523 +1 0.13466666638851166 +2 0.15913332998752594 +3 0.18406666815280914 +4 0.20746666193008423 diff --git a/dvclive/train/plots/metrics/valid_loss.tsv b/dvclive/train/plots/metrics/valid_loss.tsv index a556569..9747623 100644 --- a/dvclive/train/plots/metrics/valid_loss.tsv +++ b/dvclive/train/plots/metrics/valid_loss.tsv @@ -1,6 +1,6 @@ step valid_loss -0 2.890321969985962 -1 2.669679880142212 -2 2.5183584690093994 -3 2.4061686992645264 -4 2.3184266090393066 +0 2.919710636138916 +1 2.68220853805542 +2 2.524806022644043 +3 2.4115779399871826 +4 2.324389696121216 diff --git a/dvclive/train/report.md b/dvclive/train/report.md index e584bb1..fefc80c 100644 --- a/dvclive/train/report.md +++ b/dvclive/train/report.md @@ -10,7 +10,7 @@ metrics.json | train_loss | train_acc | valid_loss 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None: net.to(device) net.eval() - metric = MulticlassAccuracy(num_classes=10, top_k=1, average='weighted') + metric = Accuracy(task='multiclass', num_classes=10) metric.to(device) with Live(dir='dvclive/eval', report='md') as live: @@ -43,7 +43,7 @@ def evaluate(params_path: str = 'params.yaml') -> None: for data in test_dataloader: inputs, labels = data[0].to(device), data[1].to(device) outputs = net(inputs) - _ = metric(outputs, labels) + _ = metric(outputs.topk(k=1, dim=1)[1], labels.topk(k=1, dim=1)[1]) test_acc = metric.compute() print(f'test_acc:{test_acc}') diff --git a/train.py b/train.py index 8bb54f8..0f3e68d 100644 --- a/train.py +++ b/train.py @@ -10,7 +10,7 @@ import torch from rich.progress import track from torch.utils.data import DataLoader from torchvision.models import resnet50 -from torchmetrics.classification import MulticlassAccuracy +from torchmetrics.classification import Accuracy from dvclive import Live from utils.dataset import ProcessedDataset @@ -45,7 +45,7 @@ def train(params_path: str = 'params.yaml') -> None: criterion = torch.nn.CrossEntropyLoss() optimizer = torch.optim.SGD(net.parameters(), lr=learning_rate) - metric = MulticlassAccuracy(num_classes=10, top_k=1, average='weighted') + metric = Accuracy(task='multiclass', num_classes=10) metric.to(device) with Live(dir='dvclive/train', report='md') as live: @@ -63,7 +63,7 @@ def train(params_path: str = 'params.yaml') -> None: train_loss += loss loss.backward() optimizer.step() - _ = metric(outputs, labels) + _ = metric(outputs.topk(k=1, dim=1)[1], labels.topk(k=1, dim=1)[1]) train_loss /= len(train_dataloader) train_acc = metric.compute() metric.reset() @@ -76,7 +76,7 @@ def train(params_path: str = 'params.yaml') -> None: outputs = net(inputs) loss = criterion(outputs, labels) valid_loss += loss - _ = metric(outputs, labels) + _ = metric(outputs.topk(k=1, dim=1)[1], labels.topk(k=1, dim=1)[1]) valid_loss /= len(valid_dataloader) valid_acc = metric.compute() metric.reset() @@ -93,7 +93,6 @@ def train(params_path: str = 'params.yaml') -> None: live.next_step() torch.save(net, 'model.pt') - live.log_artifact('model.pt', type='model', name='resnet50') if __name__ == '__main__':