This commit is contained in:
adnovac 2022-06-19 13:28:09 +02:00
parent a6aeb11621
commit c4e9680636
3 changed files with 3698 additions and 3699 deletions

View File

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e:0.5423122644424438 account:0.45768773555755615 :0.2 e:0.5423122644424438 account:0.45768773555755615 :0.2
own:0.6425884366035461 hands:0.35741153359413147 :0.2 own:0.6425884366035461 hands:0.35741153359413147 :0.2
the:0.2 and:0.2 :1.0 the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1
remove:0.577981173992157 place:0.4220188558101654 :0.2 remove:0.577981173992157 place:0.4220188558101654 :0.2
was:0.5652574896812439 is:0.4347425103187561 :0.2 was:0.5652574896812439 is:0.4347425103187561 :0.2
would:0.8827835917472839 is:0.11721641570329666 :0.2 would:0.8827835917472839 is:0.11721641570329666 :0.2
@ -9343,7 +9343,7 @@ she:0.7625594735145569 the:0.23744052648544312 :0.2
Mr:0.5231329798698425 S:0.47686704993247986 :0.2 Mr:0.5231329798698425 S:0.47686704993247986 :0.2
and:0.5444305539131165 and:0.45556947588920593 :0.2 and:0.5444305539131165 and:0.45556947588920593 :0.2
man:0.7545986771583557 men:0.24540133774280548 :0.2 man:0.7545986771583557 men:0.24540133774280548 :0.2
:0.658058762550354 is:0.3419412076473236 :0.2 <EFBFBD>:0.658058762550354 is:0.3419412076473236 :0.2
sign:0.8755901455879211 do:0.12440984696149826 :0.2 sign:0.8755901455879211 do:0.12440984696149826 :0.2
of:0.8058494925498962 and:0.19415046274662018 :0.2 of:0.8058494925498962 and:0.19415046274662018 :0.2
members:0.5029601454734802 of:0.4970398247241974 :0.2 members:0.5029601454734802 of:0.4970398247241974 :0.2
@ -9506,7 +9506,7 @@ the:0.8407386541366577 and:0.1592613309621811 :0.2
expenses:0.7044811248779297 charges:0.2955189347267151 :0.2 expenses:0.7044811248779297 charges:0.2955189347267151 :0.2
is:0.6214816570281982 and:0.378518283367157 :0.2 is:0.6214816570281982 and:0.378518283367157 :0.2
will:0.7288734316825867 may:0.27112653851509094 :0.2 will:0.7288734316825867 may:0.27112653851509094 :0.2
the:0.2 and:0.2 :1.0 the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1
Dress:0.5051820874214172 and:0.4948178827762604 :0.2 Dress:0.5051820874214172 and:0.4948178827762604 :0.2
ed:0.8074855208396912 s:0.19251444935798645 :0.2 ed:0.8074855208396912 s:0.19251444935798645 :0.2
new:0.5064655542373657 hotel:0.4935344457626343 :0.2 new:0.5064655542373657 hotel:0.4935344457626343 :0.2
@ -9725,7 +9725,7 @@ to:0.7846183180809021 for:0.2153816968202591 :0.2
The:0.6465334296226501 The:0.35346654057502747 :0.2 The:0.6465334296226501 The:0.35346654057502747 :0.2
not:0.9668135643005371 e:0.03318643942475319 :0.2 not:0.9668135643005371 e:0.03318643942475319 :0.2
the:0.5386229753494263 -:0.46137699484825134 :0.2 the:0.5386229753494263 -:0.46137699484825134 :0.2
:0.6840925812721252 M:0.31590744853019714 :0.2 <EFBFBD>:0.6840925812721252 M:0.31590744853019714 :0.2
li:0.6836422681808472 com:0.31635770201683044 :0.2 li:0.6836422681808472 com:0.31635770201683044 :0.2
of:0.7677714824676514 of:0.23222851753234863 :0.2 of:0.7677714824676514 of:0.23222851753234863 :0.2
own:0.5134588479995728 power:0.486541211605072 :0.2 own:0.5134588479995728 power:0.486541211605072 :0.2
@ -10037,7 +10037,7 @@ The:0.5142592787742615 It:0.4857407212257385 :0.2
e:0.5146785378456116 t:0.4853214621543884 :0.2 e:0.5146785378456116 t:0.4853214621543884 :0.2
prosecution:0.5579789280891418 consequ:0.44202110171318054 :0.2 prosecution:0.5579789280891418 consequ:0.44202110171318054 :0.2
the:0.7356861233711243 it:0.26431384682655334 :0.2 the:0.7356861233711243 it:0.26431384682655334 :0.2
the:0.2 and:0.2 :1.0 the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1
men:0.71630859375 troops:0.2836914658546448 :0.2 men:0.71630859375 troops:0.2836914658546448 :0.2
trains:0.522577166557312 and:0.477422833442688 :0.2 trains:0.522577166557312 and:0.477422833442688 :0.2
very:0.5443321466445923 great:0.4556678831577301 :0.2 very:0.5443321466445923 great:0.4556678831577301 :0.2
@ -10231,17 +10231,17 @@ the:0.7056075930595398 it:0.2943924367427826 :0.2
it:0.5795175433158875 the:0.42048248648643494 :0.2 it:0.5795175433158875 the:0.42048248648643494 :0.2
exercises:0.6497930884361267 work:0.3502069413661957 :0.2 exercises:0.6497930884361267 work:0.3502069413661957 :0.2
land:0.8772157430648804 land:0.12278429418802261 :0.2 land:0.8772157430648804 land:0.12278429418802261 :0.2
the:0.2 and:0.2 :1.0 the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1
the:0.9048845171928406 a:0.09511543810367584 :0.2 the:0.9048845171928406 a:0.09511543810367584 :0.2
,:0.7024264335632324 .:0.29757359623908997 :0.2 ,:0.7024264335632324 .:0.29757359623908997 :0.2
church:0.5929833650588989 small:0.4070166349411011 :0.2 church:0.5929833650588989 small:0.4070166349411011 :0.2
):0.5484713315963745 >:0.4515286684036255 :0.2 ):0.5484713315963745 >:0.4515286684036255 :0.2
slavery:0.8342950940132141 it:0.1657048761844635 :0.2 slavery:0.8342950940132141 it:0.1657048761844635 :0.2
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time:0.5534412264823914 more:0.4465588331222534 :0.2 time:0.5534412264823914 more:0.4465588331222534 :0.2
people:0.5192280411720276 country:0.4807719588279724 :0.2 people:0.5192280411720276 country:0.4807719588279724 :0.2
majority:0.7408033013343811 most:0.2591966986656189 :0.2 majority:0.7408033013343811 most:0.2591966986656189 :0.2
and:0.7571538090705872 :0.24284614622592926 :0.2 and:0.7571538090705872 <EFBFBD>:0.24284614622592926 :0.2
the:0.8108290433883667 such:0.1891709566116333 :0.2 the:0.8108290433883667 such:0.1891709566116333 :0.2
The:0.574376106262207 The:0.42562389373779297 :0.2 The:0.574376106262207 The:0.42562389373779297 :0.2
to:0.7021966576576233 and:0.29780328273773193 :0.2 to:0.7021966576576233 and:0.29780328273773193 :0.2

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7
run.py
View File

@ -32,12 +32,11 @@ def predict(text):
result = "" result = ""
top = torch.topk(logits, 2) top = torch.topk(logits, 2)
probs = tf.nn.softmax(top.values[0]).numpy().tolist() probs = tf.nn.softmax(top.values[0]).numpy().tolist()
print(probs)
for i in range(2): for i in range(2):
predicted_word = tokenizer.decode(top.indices[0][i], skip_special_tokens=True).split()[-1] predicted_word = tokenizer.decode(top.indices[0][i], skip_special_tokens=True).split()[-1]
sentence_score = probs[i] sentence_score = probs[i]
result+=f"{predicted_word}:{sentence_score} " result+=f"{predicted_word}:{sentence_score} "
result = result + " :0.2" result = result + ":0.2"
return result return result
def predict_doc(input_path, output_path): def predict_doc(input_path, output_path):
@ -50,10 +49,10 @@ def predict_doc(input_path, output_path):
try: try:
result = predict(row) result = predict(row)
except: except:
result = ":1.0" result = "the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1"
print(f"{i}/{cnt} {result}") print(f"{i}/{cnt} {result}")
file.write(result + '\n') file.write(result + '\n')
# predict_doc('gdrive/MyDrive/dev-0/in.tsv.xz', 'gdrive/MyDrive/dev-0/out.tsv') predict_doc('gdrive/MyDrive/dev-0/in.tsv.xz', 'gdrive/MyDrive/dev-0/out.tsv')
predict_doc('gdrive/MyDrive/test-A/in.tsv.xz', 'gdrive/MyDrive/test-A/out.tsv') predict_doc('gdrive/MyDrive/test-A/in.tsv.xz', 'gdrive/MyDrive/test-A/out.tsv')

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