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coco/ekfac_fisher/covariance_dataset_metadata.json

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+{
+    "type": "Dataset",
+    "dataset_size": 118287,
+    "indices": null
+}

coco/ekfac_fisher/factor_arguments.json

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+{
+    "strategy": "ekfac",
+    "use_empirical_fisher": false,
+    "immediate_gradient_removal": false,
+    "ignore_bias": false,
+    "distributed_sync_steps": 1000,
+    "covariance_max_examples": 10000000,
+    "covariance_data_partition_size": 1,
+    "covariance_module_partition_size": 1,
+    "activation_covariance_dtype": "torch.float32",
+    "gradient_covariance_dtype": "torch.float32",
+    "eigendecomposition_dtype": "torch.float64",
+    "lambda_max_examples": 10000000,
+    "lambda_data_partition_size": 1,
+    "lambda_module_partition_size": 1,
+    "lambda_iterative_aggregate": false,
+    "cached_activation_cpu_offload": false,
+    "lambda_dtype": "torch.float32"
+}

coco/ekfac_fisher/lambda_dataset_metadata.json

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+{
+    "type": "Dataset",
+    "dataset_size": 118287,
+    "indices": null
+}

coco/query_test/captions.txt

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+A man is in a kitchen making pizzas.
+The dining table near the kitchen has a bowl of fruit on it.
+a person with a shopping cart on a city street
+A person on a skateboard and bike at a skate park.
+a blue bike parked on a side walk
+A bathroom that has a broken wall in the shower.
+a couple of buckets in a white room
+The shiny motorcycle has been put on display.
+A row of white toilets sitting on top of a dirt ground.
+A small closed toilet in a cramped space.
+People are walking and riding motorcycles on the street
+a person sitting at a desk with a keyboard and monitor
+A building wall and pair of doors that are open, along with vases of flowers on the outside of the building.
+A fluffy white chair that faces away fro a television.
+A painting of a table with fruit on top of it.
+A large jetliner sitting on top of an airport runway.
+Set of toy animals sitting in front of a red wooden wagon.
+a bench sitting in the grass facing the water and boats
+a flock of goats and some men watching them
+Several cars are parked in front of a building.
+A political candidate advertisement on the side of a coach bus.
+A bus traveling down a curvy road behind a black car.
+Two buses parked in a parking lot next to cars.
+A bus traveling on a freeway next to other traffic.
+A yellow taxi cab sitting below tall buildings.
+A No bicycles, skates or skateboards sign on a pole.
+two giraffes are standing together outside a barn
+An older woman riding a train while sitting under it's window.
+A woman sitting in front of the Eiffel tower near pigeons.
+A large wooden pole with a green street sign hanging from it.
+Three birds walking around a dry grass field.
+A train traveling down tracks next to lights.
+A train going back to its coarse filled with people.
+A stop sign has been placed upside-down in the grass beside a building.
+a stop sign sittin on a pole that is somewhat broken
+A stop sign is lit up in the dark of night.
+A dog and cat lying  together on an orange couch.
+Two cats sitting on top of a pair of shoes.
+A cat laying on clothes that are in a suitcase.
+A herd of cattle grazing on a lush green field.
+two cows outside one laying down and the other standing near a building
+An orange and white cat standing in front of a flat screen TV
+A cat sitting beside a laptop on a desk.
+An image of a very cute girl with face piercings.
+A group of people who are standing together.
+A yacht with people is near a pier on clear water.
+some elephants and one is by some water
+there are two large boats that are in the water
+An elephant standing under the shade of a tree.
+A black and white image with a colored british flag umbrella
+There is an elephant standing near a tree.
+THERE ARE WOMEN THAT ARE LAUGHING UNDER THE UMBRELLA
+Several middle eastern looking stickers decorate a black briefcase.
+A woman standing next to a  brown and white dog.
+A man standing next to train tracks with bags of luggage.
+a polar bear following a big winged bird
+A zebra all by itself in the green forest.
+An antilope is eating grass in between two zebra.
+A zebra standing on top of a grass covered field.
+Two zebras fighting in a cloud of dust
+A couple of jockey's riding the horses through the beach.
+There is a white horse pulling a trolley behind it.
+A big and white horse in a dirt cage.
+A man in a blue coat skiing through a snowy field.
+A baseball player preparing to throw a pitch during a game.
+A person is trying to ski down a snowy slope.
+A bowl of banana's, sprinkels, chocolate chips, and marshmellows.
+A plate is filled with broccoli and noodles.
+A person in a helmet is riding a skateboard.
+Youngster on a skateboard, trying simple tip up stunt.
+A person on a skateboard rides down a ramp.
+A BOY WITH A BLUE SHIRT AND JEAN PANTS DOING A TRICK WITH HIS SKATEBOARD
+A man holding a microphone in one hand while he holds a skateboard in the other.
+A plate of donuts with a person in the background.
+A man biting into a doughnut with a sly look.
+three different donuts one is pink one is brown and one has white sprinkles
+Three workers stand next to each other with their baked goods behind them.
+tHERE ARE MANY DONUTS LAYED TO DRY ON A GRILL
+A sandwich on a plate served with garnish.
+A person holding up a chocolate doughnut with a face drawn on it.
+A man holding a ball while standing next to a gate.
+A group of people walking on top of a beach.
+A two layer cake sitting on top of a table.
+a group of adults playing soccer on a field
+Two women in a room with one of them holding a cake.
+A couple of windows sitting inside of a room.
+A messy room with door and bed and chair.
+A baby in plaid shirt eating a frosted cake.
+a group of kids playing soccer in a field
+A bed topped with three white pillows covered in a canopy.
+A woman laying in a hospital bed hooded up to machines.
+A pizza with vegetables and cheese resting on a board.
+A surfer is riding a wave in light blue water.
+A picture of a young boy laying on top of a bed.
+A picture of a recently married couple displayed behind glass.
+A man in bowler hat and lab coat by people in a tv frame.
+A young girl eating a slice of pizza.
+A chair sitting in the middle of the room, in a black and white photo.
+A slice of pizza that is on top of a napkin.
+A tennis player hits a high ball in front of an audience.
+a tennis player running to get to the ball
+An Asian child brushes their teeth with a blue toothbrush.
+A boy draped in a blanket holds a remote control on a couch
+Three young men playing Wii on a projection television.
+A LITTLE ROOM AND DINING ROOM AREA WITH FURNITURE
+a living room that has some couches and tables in it
+a cat laying on top of a chair in the living room
+A group of women playing a game of soccer on field.
+Group of small children running down the field playing soccer.
+A vendor has lots of different vases for sale.