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141 lines (113 loc) · 3.64 KB
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Sequential data, plain RNN:
minimum 5 word occurrence
V = 72846 words
250 classes
No n-gram connections
BPTT(5) every 1 step
50 hidden: 29.615385% (dev), 28.076923% (test)
100 hidden: 30.0000% (dev), 30.0000% (test)
200 hidden: 30.000000% (dev), 30.384615% (test)
300 hidden: 30.576923% (dev), 28.461538% (test)
1000MB of 2-gram connections
BPTT(5) every 1 step
50 hidden: 29.615385% (dev), 30.769231% (test)
100 hidden: 28.653846% (dev), 30.384615% (test)
200 hidden: 30.000000% (dev), 28.653846% (test)
300 hidden: IN PROGRESS
1000MB of 3-gram connections
BPTT(5) every 1 step
50 hidden: 39.2308% (dev), 40.769231% (test)
100 hidden: 39.423077% (dev), 40.576923% (test)
200 hidden: 38.846154% (dev), 40.192308% (test)
300 hidden: IN PROGRESS
1000MB of 4-gram connections
BPTT(5) every 1 step
50 hidden: 40.192308% (dev), 42.307692% (test)
100 hidden: 40.576923% (dev), 41.153846% (test)
200 hidden: 40.000000% (dev), 40.384615% (test)
300 hidden: 40.192308% (dev), 39.230769% (test)
1000MB of 5-gram connections
BPTT(5) every 1 step
50 hidden: 39.807692% (dev), 39.807692% (test)
100 hidden: 39.423077% (dev), 39.615385% (test)
200 hidden: TODO???
300 hidden: TODO???
1000MB of 3-gram connections
BPTT(10) every 1 step
100 hidden: 39.423077% (dev), 40.576923% (test)
-> not interesting
1000MB of 5-gram connections
BPTT(10) every 1 step
50 hidden: 39.807692% (dev), 39.807692% (test)
-> not interesting
2000MB of 3-gram connections
BPTT(5) every 1 step
100 hidden: 39.423077% (dev), 40.384615% (test)
200 hidden: 39.423077% (dev), 40.384615% (test)
-> run into memory problem all the time
Dependency Tree RNN:
minimum 5 word occurrence
V = 67824 words, 44 labels
250 classes
labels as features (p2)
1000MB of 3-gram connections
BPTT_ORDER=5
200 hidden: 50.576923% (dev), 50.000000% (test)
labels as features (p2)
2000MB of 4-gram connections
BPTT_ORDER=5
50 hidden
gamma=0: 48.846154% (dev), 46.730769% (test)
gamma=0.1: 47.115385% (dev), 48.269231% (test)
gamma=0.5: 46.730769% (dev), 47.115385% (test)
gamma=0.9: 47.307692% (dev), 46.730769% (test)
gamma=1.0: 47.307692% (dev), 46.730769% (test)
gamma=1.1: 48.076923% (dev), 45.576923% (test)
labels as features (p2)
2000MB of 4-gram connections
BPTT_ORDER=5
100 hidden
gamma=0: TODO
gamma=0.1: 49.807692% (dev), 49.807692% (test)
gamma=0.5: 50.000000% (dev), 49.615385% (test)
gamma=0.9: 49.230769% (dev), 47.500000% (test)
gamma=1.0: 47.692308% (dev), 47.500000% (test)
gamma=1.1: 48.653846% (dev), 48.076923% (test)
labels as features (p2)
2000MB of 3-gram connections
BPTT_ORDER=5
gamma=0.5
50 hidden: 48.653846% (dev), 48.846154% (test)
100 hidden: 51.538462% (dev), 49.615385% (test)
200 hidden: 51.730769% (dev), 50.000000% (test)
300 hidden: TODO
labels as features (p2)
2000MB of 4-gram connections
BPTT_ORDER=5
gamma=0.5
50 hidden: 46.730769% (dev), 47.115385% (test)
100 hidden: 50.000000% (dev), 49.615385% (test)
200 hidden: 49.807692% (dev), 49.615385% (test)
ensemble of these: 526923076923% (dev), 0.517307692308 (test)
300 hidden: IN PROGRESS
no labels (p0)
2000MB of 4-gram connections
BPTT_ORDER=5
50 hidden: 52.692308% (dev), 48.846154% (test)
100 hidden: 54.038462% (dev), 51.346154% (test)
200 hidden: 52.692308% (dev), 50.769231% (test)
300 hidden:
no labels (p0)
2000MB of 3-gram connections
BPTT_ORDER=5
50 hidden: 53.269231% (dev), 51.923077% (test)
100 hidden: 54.230769% (dev), 52.692308% (test)
200 hidden: 54.230769% (dev), 51.923077% (test)
300 hidden: 53.269231% (dev), 52.884615% (test)
no labels (p0)
2000MB of 2-gram connections
BPTT_ORDER=5
50 hidden: 48.653846% (dev), 45.000000% (test)
100 hidden: 48.653846% (dev), 47.500000% (test)
200 hidden: 48.653846% (dev), 45.576923% (test)
300 hidden: IN PROGRESS