Spaces:
Runtime error
Runtime error
File size: 1,542 Bytes
f8f62f3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 |
import os
import sys
import pytest
from PIL import Image
import torch
from training.main import main
os.environ["CUDA_VISIBLE_DEVICES"] = ""
@pytest.mark.skipif(sys.platform.startswith('darwin'), reason="macos pickle bug with locals")
def test_training():
main([
'--save-frequency', '1',
'--zeroshot-frequency', '1',
'--dataset-type', "synthetic",
'--train-num-samples', '16',
'--warmup', '1',
'--batch-size', '4',
'--lr', '1e-3',
'--wd', '0.1',
'--epochs', '1',
'--workers', '2',
'--model', 'RN50'
])
@pytest.mark.skipif(sys.platform.startswith('darwin'), reason="macos pickle bug with locals")
def test_training_mt5():
main([
'--save-frequency', '1',
'--zeroshot-frequency', '1',
'--dataset-type', "synthetic",
'--train-num-samples', '16',
'--warmup', '1',
'--batch-size', '4',
'--lr', '1e-3',
'--wd', '0.1',
'--epochs', '1',
'--workers', '2',
'--model', 'mt5-base-ViT-B-32',
'--lock-text',
'--lock-text-unlocked-layers', '2'
])
@pytest.mark.skipif(sys.platform.startswith('darwin'), reason="macos pickle bug with locals")
def test_training_unfreezing_vit():
main([
'--save-frequency', '1',
'--zeroshot-frequency', '1',
'--dataset-type', "synthetic",
'--train-num-samples', '16',
'--warmup', '1',
'--batch-size', '4',
'--lr', '1e-3',
'--wd', '0.1',
'--epochs', '1',
'--workers', '2',
'--model', 'ViT-B-32',
'--lock-image',
'--lock-image-unlocked-groups', '5'
]) |