update fastnlp_advanced_tutorial

6 years ago · 409e25e1d6
--- a/tutorials/fastnlp_advanced_tutorial/advance_tutorial.ipynb
+++ b/tutorials/fastnlp_advanced_tutorial/advance_tutorial.ipynb
--- a/tutorials/fastnlp_advanced_tutorial/data/config
+++ b/tutorials/fastnlp_advanced_tutorial/data/config
@@ -0,0 +1,8 @@
 [esim_model]
 embed_dim = 300
 hidden_size = 300
 batch_first = true
 dropout = 0.3
 num_classes = 3
 gpu = true
 batch_size = 32
--- a/tutorials/fastnlp_advanced_tutorial/hypothesis
+++ b/tutorials/fastnlp_advanced_tutorial/hypothesis
@@ -0,0 +1,100 @@
 A person is training his horse for a competition .
 A person is at a diner , ordering an omelette .
 A person is outdoors , on a horse .
 They are smiling at their parents
 There are children present
 The kids are frowning
 The boy skates down the sidewalk .
 The boy does a skateboarding trick .
 The boy is wearing safety equipment .
 An older man drinks his juice as he waits for his daughter to get off work .
 A boy flips a burger .
 An elderly man sits in a small shop .
 Some women are hugging on vacation .
 The women are sleeping .
 There are women showing affection .
 The people are eating omelettes .
 The people are sitting at desks in school .
 The diners are at a restaurant .
 A man is drinking juice .
 Two women are at a restaurant drinking wine .
 A man in a restaurant is waiting for his meal to arrive .
 A blond man getting a drink of water from a fountain in the park .
 A blond man wearing a brown shirt is reading a book on a bench in the park
 A blond man drinking water from a fountain .
 The friends scowl at each other over a full dinner table .
 There are two woman in this picture .
 The friends have just met for the first time in 20 years , and have had a great time catching up .
 The two sisters saw each other across the crowded diner and shared a hug , both clutching their doggie bags .
 Two groups of rival gang members flipped each other off .
 Two women hug each other .
 A team is trying to score the games winning out .
 A team is trying to tag a runner out .
 A team is playing baseball on Saturn .
 A school hosts a basketball game .
 A high school is hosting an event .
 A school is hosting an event .
 The women do not care what clothes they wear .
 Women are waiting by a tram .
 The women enjoy having a good fashion sense .
 A child with mom and dad , on summer vacation at the beach .
 A family of three is at the beach .
 A family of three is at the mall shopping .
 The people waiting on the train are sitting .
 There are people just getting on a train
 There are people waiting on a train .
 A couple are playing with a young child outside .
 A couple are playing frisbee with a young child at the beach .
 A couple watch a little girl play by herself on the beach .
 The family is sitting down for dinner .
 The family is outside .
 The family is on vacation .
 The people are standing still on the curb .
 Near a couple of restaurants , two people walk across the street .
 The couple are walking across the street together .
 The woman is nake .
 The woman is cold .
 The woman is wearing green .
 The man with the sign is caucasian .
 They are protesting outside the capital .
 A woman in white .
 A man is advertising for a restaurant .
 The woman is wearing black .
 A man and a woman walk down a crowded city street .
 The woman is wearing white .
 They are working for John 's Pizza .
 Olympic swimming .
 A man and a soman are eating together at John 's Pizza and Gyro .
 They are walking with a sign .
 The woman is waiting for a friend .
 The man is sitting down while he has a sign for John 's Pizza and Gyro in his arms .
 The woman and man are outdoors .
 A woman ordering pizza .
 The people are related .
 Two adults run across the street to get away from a red shirted person chasing them .
 The adults are both male and female .
 Two people walk home after a tasty steak dinner .
 Two adults swimming in water
 Two adults walk across a street .
 Two people ride bicycles into a tunnel .
 Two people walk away from a restaurant across a street .
 Two adults walking across a road near the convicted prisoner dressed in red
 Two friends cross a street .
 Some people board a train .
 Two adults walk across the street .
 Two adults walking across a road
 There are no women in the picture .
 Two adults walk across the street to get away from a red shirted person who is chasing them .
 A married couple is sleeping .
 A female is next to a man .
 A married couple is walking next to each other .
 Nobody has food .
 A woman eats a banana and walks across a street , and there is a man trailing behind her .
 The woman and man are playing baseball together .
 two coworkers cross pathes on a street
 A woman eats ice cream walking down the sidewalk , and there is another woman in front of her with a purse .
 The mans briefcase is for work .
 A person eating .
 A person that is hungry .
 An actress and her favorite assistant talk a walk in the city .
 a woman eating a banana crosses a street
--- a/tutorials/fastnlp_advanced_tutorial/label
+++ b/tutorials/fastnlp_advanced_tutorial/label
@@ -0,0 +1,100 @@
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--- a/tutorials/fastnlp_advanced_tutorial/premise
+++ b/tutorials/fastnlp_advanced_tutorial/premise
@@ -0,0 +1,100 @@
 A person on a horse jumps over a broken down airplane .
 A person on a horse jumps over a broken down airplane .
 A person on a horse jumps over a broken down airplane .
 Children smiling and waving at camera
 Children smiling and waving at camera
 Children smiling and waving at camera
 A boy is jumping on skateboard in the middle of a red bridge .
 A boy is jumping on skateboard in the middle of a red bridge .
 A boy is jumping on skateboard in the middle of a red bridge .
 An older man sits with his orange juice at a small table in a coffee shop while employees in bright colored shirts smile in the background .
 An older man sits with his orange juice at a small table in a coffee shop while employees in bright colored shirts smile in the background .
 An older man sits with his orange juice at a small table in a coffee shop while employees in bright colored shirts smile in the background .
 Two blond women are hugging one another .
 Two blond women are hugging one another .
 Two blond women are hugging one another .
 A few people in a restaurant setting , one of them is drinking orange juice .
 A few people in a restaurant setting , one of them is drinking orange juice .
 A few people in a restaurant setting , one of them is drinking orange juice .
 An older man is drinking orange juice at a restaurant .
 An older man is drinking orange juice at a restaurant .
 An older man is drinking orange juice at a restaurant .
 A man with blond-hair , and a brown shirt drinking out of a public water fountain .
 A man with blond-hair , and a brown shirt drinking out of a public water fountain .
 A man with blond-hair , and a brown shirt drinking out of a public water fountain .
 Two women who just had lunch hugging and saying goodbye .
 Two women who just had lunch hugging and saying goodbye .
 Two women who just had lunch hugging and saying goodbye .
 Two women , holding food carryout containers , hug .
 Two women , holding food carryout containers , hug .
 Two women , holding food carryout containers , hug .
 A Little League team tries to catch a runner sliding into a base in an afternoon game .
 A Little League team tries to catch a runner sliding into a base in an afternoon game .
 A Little League team tries to catch a runner sliding into a base in an afternoon game .
 The school is having a special event in order to show the american culture on how other cultures are dealt with in parties .
 The school is having a special event in order to show the american culture on how other cultures are dealt with in parties .
 The school is having a special event in order to show the american culture on how other cultures are dealt with in parties .
 High fashion ladies wait outside a tram beside a crowd of people in the city .
 High fashion ladies wait outside a tram beside a crowd of people in the city .
 High fashion ladies wait outside a tram beside a crowd of people in the city .
 A man , woman , and child enjoying themselves on a beach .
 A man , woman , and child enjoying themselves on a beach .
 A man , woman , and child enjoying themselves on a beach .
 People waiting to get on a train or just getting off .
 People waiting to get on a train or just getting off .
 People waiting to get on a train or just getting off .
 A couple playing with a little boy on the beach .
 A couple playing with a little boy on the beach .
 A couple playing with a little boy on the beach .
 A couple play in the tide with their young son .
 A couple play in the tide with their young son .
 A couple play in the tide with their young son .
 A man and a woman cross the street in front of a pizza and gyro restaurant .
 A man and a woman cross the street in front of a pizza and gyro restaurant .
 A man and a woman cross the street in front of a pizza and gyro restaurant .
 A woman in a green jacket and hood over her head looking towards a valley .
 A woman in a green jacket and hood over her head looking towards a valley .
 A woman in a green jacket and hood over her head looking towards a valley .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Woman in white in foreground and a man slightly behind walking with a sign for John 's Pizza and Gyro in the background .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 Two adults , one female in white , with shades and one male , gray clothes , walking across a street , away from a eatery with a blurred image of a dark colored red shirted person in the foreground .
 A woman wearing all white and eating , walks next to a man holding a briefcase .
 A woman wearing all white and eating , walks next to a man holding a briefcase .
 A woman wearing all white and eating , walks next to a man holding a briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
 A woman is walking across the street eating a banana , while a man is following with his briefcase .
--- a/tutorials/fastnlp_advanced_tutorial/tutorial_sample_dataset.csv
+++ b/tutorials/fastnlp_advanced_tutorial/tutorial_sample_dataset.csv
@@ -0,0 +1,77 @@
 A series of escapades demonstrating the adage that what is good for the goose is also good for the gander , some of which occasionally amuses but none of which amounts to much of a story .	1
 This quiet , introspective and entertaining independent is worth seeking .	4
 Even fans of Ismail Merchant 's work , I suspect , would have a hard time sitting through this one .	1
 A positively thrilling combination of ethnography and all the intrigue , betrayal , deceit and murder of a Shakespearean tragedy or a juicy soap opera .	3
 Aggressive self-glorification and a manipulative whitewash .	1
 A comedy-drama of nearly epic proportions rooted in a sincere performance by the title character undergoing midlife crisis .	4
 Narratively , Trouble Every Day is a plodding mess .	1
 The Importance of Being Earnest , so thick with wit it plays like a reading from Bartlett 's Familiar Quotations	3
 But it does n't leave you with much .	1
 You could hate it for the same reason .	1
 There 's little to recommend Snow Dogs , unless one considers cliched dialogue and perverse escapism a source of high hilarity .	1
 Kung Pow is Oedekerk 's realization of his childhood dream to be in a martial-arts flick , and proves that sometimes the dreams of youth should remain just that .	1
 The performances are an absolute joy .	4
 Fresnadillo has something serious to say about the ways in which extravagant chance can distort our perspective and throw us off the path of good sense .	3
 I still like Moonlight Mile , better judgment be damned .	3
 A welcome relief from baseball movies that try too hard to be mythic , this one is a sweet and modest and ultimately winning story .	3
 a bilingual charmer , just like the woman who inspired it	3
 Like a less dizzily gorgeous companion to Mr. Wong 's In the Mood for Love -- very much a Hong Kong movie despite its mainland setting .	2
 As inept as big-screen remakes of The Avengers and The Wild Wild West .	1
 It 's everything you 'd expect -- but nothing more .	2
 Best indie of the year , so far .	4
 Hatfield and Hicks make the oddest of couples , and in this sense the movie becomes a study of the gambles of the publishing world , offering a case study that exists apart from all the movie 's political ramifications .	3
 It 's like going to a house party and watching the host defend himself against a frothing ex-girlfriend .	1
 That the Chuck Norris `` grenade gag '' occurs about 7 times during Windtalkers is a good indication of how serious-minded the film is .	2
 The plot is romantic comedy boilerplate from start to finish .	2
 It arrives with an impeccable pedigree , mongrel pep , and almost indecipherable plot complications .	2
 A film that clearly means to preach exclusively to the converted .	2
 While The Importance of Being Earnest offers opportunities for occasional smiles and chuckles , it does n't give us a reason to be in the theater beyond Wilde 's wit and the actors ' performances .	1
 The latest vapid actor 's exercise to appropriate the structure of Arthur Schnitzler 's Reigen .	1
 More vaudeville show than well-constructed narrative , but on those terms it 's inoffensive and actually rather sweet .	2
 Nothing more than a run-of-the-mill action flick .	2
 Hampered -- no , paralyzed -- by a self-indulgent script ... that aims for poetry and ends up sounding like satire .	0
 Ice Age is the first computer-generated feature cartoon to feel like other movies , and that makes for some glacial pacing early on .	2
 There 's very little sense to what 's going on here , but the makers serve up the cliches with considerable dash .	2
 Cattaneo should have followed the runaway success of his first film , The Full Monty , with something different .	2
 They 're the unnamed , easily substitutable forces that serve as whatever terror the heroes of horror movies try to avoid .	1
 It almost feels as if the movie is more interested in entertaining itself than in amusing us .	1
 The movie 's progression into rambling incoherence gives new meaning to the phrase ` fatal script error . '	0
 I still like Moonlight Mile , better judgment be damned .	3
 A welcome relief from baseball movies that try too hard to be mythic , this one is a sweet and modest and ultimately winning story .	3
 a bilingual charmer , just like the woman who inspired it	3
 Like a less dizzily gorgeous companion to Mr. Wong 's In the Mood for Love -- very much a Hong Kong movie despite its mainland setting .	2
 As inept as big-screen remakes of The Avengers and The Wild Wild West .	1
 It 's everything you 'd expect -- but nothing more .	2
 Best indie of the year , so far .	4
 Hatfield and Hicks make the oddest of couples , and in this sense the movie becomes a study of the gambles of the publishing world , offering a case study that exists apart from all the movie 's political ramifications .	3
 It 's like going to a house party and watching the host defend himself against a frothing ex-girlfriend .	1
 That the Chuck Norris `` grenade gag '' occurs about 7 times during Windtalkers is a good indication of how serious-minded the film is .	2
 The plot is romantic comedy boilerplate from start to finish .	2
 It arrives with an impeccable pedigree , mongrel pep , and almost indecipherable plot complications .	2
 A film that clearly means to preach exclusively to the converted .	2
 I still like Moonlight Mile , better judgment be damned .	3
 A welcome relief from baseball movies that try too hard to be mythic , this one is a sweet and modest and ultimately winning story .	3
 a bilingual charmer , just like the woman who inspired it	3
 Like a less dizzily gorgeous companion to Mr. Wong 's In the Mood for Love -- very much a Hong Kong movie despite its mainland setting .	2
 As inept as big-screen remakes of The Avengers and The Wild Wild West .	1
 It 's everything you 'd expect -- but nothing more .	2
 Best indie of the year , so far .	4
 Hatfield and Hicks make the oddest of couples , and in this sense the movie becomes a study of the gambles of the publishing world , offering a case study that exists apart from all the movie 's political ramifications .	3
 It 's like going to a house party and watching the host defend himself against a frothing ex-girlfriend .	1
 That the Chuck Norris `` grenade gag '' occurs about 7 times during Windtalkers is a good indication of how serious-minded the film is .	2
 The plot is romantic comedy boilerplate from start to finish .	2
 It arrives with an impeccable pedigree , mongrel pep , and almost indecipherable plot complications .	2
 A film that clearly means to preach exclusively to the converted .	2
 I still like Moonlight Mile , better judgment be damned .	3
 A welcome relief from baseball movies that try too hard to be mythic , this one is a sweet and modest and ultimately winning story .	3
 a bilingual charmer , just like the woman who inspired it	3
 Like a less dizzily gorgeous companion to Mr. Wong 's In the Mood for Love -- very much a Hong Kong movie despite its mainland setting .	2
 As inept as big-screen remakes of The Avengers and The Wild Wild West .	1
 It 's everything you 'd expect -- but nothing more .	2
 Best indie of the year , so far .	4
 Hatfield and Hicks make the oddest of couples , and in this sense the movie becomes a study of the gambles of the publishing world , offering a case study that exists apart from all the movie 's political ramifications .	3
 It 's like going to a house party and watching the host defend himself against a frothing ex-girlfriend .	1
 That the Chuck Norris `` grenade gag '' occurs about 7 times during Windtalkers is a good indication of how serious-minded the film is .	2
 The plot is romantic comedy boilerplate from start to finish .	2
 It arrives with an impeccable pedigree , mongrel pep , and almost indecipherable plot complications .	2
 A film that clearly means to preach exclusively to the converted .	2
--- a/tutorials/fastnlp_advanced_tutorial/vocab.txt
+++ b/tutorials/fastnlp_advanced_tutorial/vocab.txt