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logs.txt
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affine (best rnn) without joint: 0.092773, 0.316667, 0.051389, 0.088428 at epoch 7
Args: Namespace(att='affine', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.05, joint_wd=1e-05, kmeansk=4, l2=True, lr=0.001, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='COS', rnn_count=10000, rnn_count_word=1875, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.1, rnn_only=False, rnn_wd=0.0005, wd=0.05)
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affine (best rnn) without joint: 0.106445, 0.337597, 0.048611, 0.084985 at epoch 15
Args: Namespace(att='affine', batch_size=256, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.05, joint_wd=5e-05, kmeansk=3, l2=True, lr=0.1, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='COS', rnn_count=100000, rnn_count_word=37500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.1, rnn_only=False, rnn_wd=0.0001, wd=0.01)
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rnn (best rnn) without joint: 0.058594, 0.239147, 0.028472, 0.050886 at epoch 7
Args: Namespace(att='rnn', batch_size=1024, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.0005, kmeansk=2, l2=True, lr=0.005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='MSE', rnn_count=50000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.005, rnn_only=False, rnn_wd=5e-05, wd=0.0001)
------
affine (best rnn) without joint: 0.108398, 0.306589, 0.050000, 0.085978 at epoch 14
Args: Namespace(att='affine', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.001, kmeansk=2, l2=True, lr=0.05, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='MSE', rnn_count=100000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0001, rnn_only=False, rnn_wd=0.0001, wd=0.001)
------
rnn (best rnn) without joint: 0.052734, 0.203876, 0.020139, 0.036657 at epoch 5
Args: Namespace(att='rnn', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.001, joint_wd=0.0001, kmeansk=1, l2=True, lr=0.0005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=16, rnn_cost='COS', rnn_count=50000, rnn_count_word=9375, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.001, rnn_only=False, rnn_wd=0.001, wd=0.0001)
------
affine (best rnn) without joint: 0.097656, 0.301938, 0.052778, 0.089850 at epoch 2
Args: Namespace(att='affine', batch_size=64, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.005, joint_wd=0.0005, kmeansk=4, l2=True, lr=0.0005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='COS', rnn_count=100000, rnn_count_word=75000, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.005, rnn_only=False, rnn_wd=1e-05, wd=0.001)
------
gru (best rnn) without joint: 0.074219, 0.249225, 0.025694, 0.046586 at epoch 9
Args: Namespace(att='gru', batch_size=64, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.05, kmeansk=3, l2=True, lr=0.1, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='MSE', rnn_count=10000, rnn_count_word=3750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0005, rnn_only=False, rnn_wd=0.005, wd=0.0001)
------
lstm (best rnn) without joint: 0.086914, 0.311628, 0.033333, 0.060225 at epoch 8
Args: Namespace(att='lstm', batch_size=16, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.001, joint_wd=5e-05, kmeansk=2, l2=True, lr=0.005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=16, rnn_cost='COS', rnn_count=10000, rnn_count_word=3750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0001, rnn_only=False, rnn_wd=0.0005, wd=0.001)
------
fc (best rnn) without joint: 0.084961, 0.327907, 0.037500, 0.067303 at epoch 18
Args: Namespace(att='fc', batch_size=16, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.05, kmeansk=4, l2=True, lr=0.1, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=16, rnn_cost='COS', rnn_count=10000, rnn_count_word=1875, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0005, rnn_only=False, rnn_wd=0.0005, wd=5e-05)
------
lstm (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='lstm', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.005, joint_wd=0.05, kmeansk=1, l2=True, lr=0.1, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=16, rnn_cost='MSE', rnn_count=50000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.005, rnn_only=False, rnn_wd=0.0005, wd=1e-05)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=1024, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0001, joint_wd=0.001, kmeansk=2, l2=True, lr=0.001, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='COS', rnn_count=10000, rnn_count_word=1875, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0005, rnn_only=False, rnn_wd=0.005, wd=0.05)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=5e-05, kmeansk=4, l2=True, lr=0.005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='COS', rnn_count=50000, rnn_count_word=9375, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.005, rnn_only=False, rnn_wd=0.01, wd=5e-05)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=64, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.01, kmeansk=3, l2=True, lr=0.0001, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='MSE', rnn_count=10000, rnn_count_word=7500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.001, rnn_only=False, rnn_wd=0.001, wd=0.0001)
------
fc (best rnn) without joint: 0.086914, 0.332171, 0.046528, 0.081623 at epoch 14
Args: Namespace(att='fc', batch_size=256, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.01, joint_wd=1e-05, kmeansk=1, l2=True, lr=0.01, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='MSE', rnn_count=100000, rnn_count_word=37500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0001, rnn_only=False, rnn_wd=1e-05, wd=0.005)
------
lstm (best rnn) without joint: 0.063477, 0.211628, 0.029861, 0.052337 at epoch 5
Args: Namespace(att='lstm', batch_size=1024, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0001, joint_wd=0.001, kmeansk=3, l2=True, lr=0.0005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='COS', rnn_count=100000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0001, rnn_only=False, rnn_wd=0.0001, wd=1e-05)
------
gru (best rnn) without joint: 0.075195, 0.232946, 0.038889, 0.066651 at epoch 14
Args: Namespace(att='gru', batch_size=16, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0001, joint_wd=5e-05, kmeansk=3, l2=True, lr=0.05, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='MSE', rnn_count=50000, rnn_count_word=37500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.1, rnn_only=False, rnn_wd=0.0001, wd=0.001)
------
fc (best rnn) without joint: 0.086914, 0.263953, 0.038194, 0.066733 at epoch 5
Args: Namespace(att='fc', batch_size=64, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0001, joint_wd=5e-05, kmeansk=1, l2=True, lr=0.0001, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='COS', rnn_count=10000, rnn_count_word=1875, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.1, rnn_only=False, rnn_wd=0.05, wd=0.0001)
------
rnn (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='rnn', batch_size=256, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.1, joint_wd=0.01, kmeansk=2, l2=True, lr=0.01, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='MSE', rnn_count=10000, rnn_count_word=7500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.005, rnn_only=False, rnn_wd=0.05, wd=0.0005)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=256, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0001, joint_wd=0.005, kmeansk=1, l2=True, lr=0.05, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='COS', rnn_count=10000, rnn_count_word=7500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.01, rnn_only=False, rnn_wd=0.005, wd=5e-05)
------
lstm (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='lstm', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.001, joint_wd=0.005, kmeansk=4, l2=True, lr=0.005, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='MSE', rnn_count=50000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0005, rnn_only=False, rnn_wd=0.001, wd=5e-05)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.0005, joint_wd=5e-05, kmeansk=3, l2=True, lr=0.01, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='MSE', rnn_count=50000, rnn_count_word=37500, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.0001, rnn_only=False, rnn_wd=0.0001, wd=5e-05)
------
fc (best rnn) without joint: 0.120117, 0.124031, 0.021528, 0.036688 at epoch 8
Args: Namespace(att='fc', batch_size=1024, cost='CEL', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='0', joint=False, joint_lr=0.01, joint_wd=0.005, kmeansk=2, l2=True, lr=0.05, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=256, rnn_cost='MSE', rnn_count=100000, rnn_count_word=18750, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.05, rnn_only=False, rnn_wd=0.01, wd=0.05)
------
lstm (best rnn) without joint: 0.078125, 0.302713, 0.053472, 0.090889 at epoch 9
Args: Namespace(att='lstm', batch_size=1024, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='2', joint=True, joint_lr=0.05, joint_wd=1e-05, kmeansk=1, l2=True, lr=0.05, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=64, rnn_cost='COS', rnn_count=100000, rnn_count_word=75000, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.001, rnn_only=False, rnn_wd=0.005, wd=0.0001)
------
affine (best rnn) without joint: -1.000000, -1.000000, -1.000000, 0.000000 at epoch -1
Args: Namespace(att='affine', batch_size=256, cost='ALE', crazy=True, curiculum='mixed', curriculum='mixed', draw_best=False, dropout=0, dset='SUN', e2e=False, epochs=20, gpu='1', joint=False, joint_lr=0.0001, joint_wd=1e-05, kmeansk=4, l2=True, lr=0.1, mode='all', model_dir='./log/delete', resume=None, rnn_batch_size=1024, rnn_cost='MSE', rnn_count=10000, rnn_count_word=1875, rnn_dropout=0, rnn_epochs=30, rnn_lr=0.05, rnn_only=False, rnn_wd=0.01, wd=0.005)
------