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Integration inference#39

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Commits on Apr 6, 2023

• updated readme

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• updated readme

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Commits on Apr 7, 2023

• The dataloader output None

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Commits on Apr 8, 2023

• testing modeling folder

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• maskformer arch test successful.

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Commits on Apr 10, 2023

• started debugging loss function

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• linear sum assignment does not work for rectangular cost matrix

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Commits on Apr 15, 2023

• fixing cross entropy loss calcualtion

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• Made cost matrix square and compatible with matcher

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Commits on Apr 16, 2023

• verified the scipy and tf version of matcher gives same indices as output

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• updated NestedTensor

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• latest

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Commits on Apr 18, 2023

• fixed large CE loss issue dice and focal loss do not match with Pytorch implementation yet

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Commits on Apr 19, 2023

• fixed th e issue with the assignments between pytorch and tensorflow matcher

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• focal loss matches with the pytorch code

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Commits on Apr 21, 2023

• fixed all losses working on aux losses

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Commits on Apr 25, 2023

• dataloader not working as expected

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Commits on Apr 29, 2023

• working on dataloader

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Commits on May 4, 2023

• dataloader working issue

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Commits on May 5, 2023

• binary masks done

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Commits on May 6, 2023

• almost close to training

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Commits on May 7, 2023

• first version of the working training code

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Commits on May 17, 2023

• new branch

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Commits on May 19, 2023

• update for TPU

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• updated path

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• updated shapes

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• upated loss loop

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• updated for tpu

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• updated for tpu

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• no loss loop

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• added zone

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• added tpu test file

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• tpu location

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• working tpu test

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• updated zone and project id for TPU

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• added bash file for training

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Commits on May 20, 2023

• TPU fix

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Commits on May 22, 2023

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Commits on May 27, 2023

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• Set tensorarray dynamic to False

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• Change the tensorarray size

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• Update panoptic_input.py

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• Remove padding in loss

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• Change 101 to 100

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• Update panoptic_input.py

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• Update panoptic_input.py

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• Remove the optimizer config for now

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• Use yolo optimizer config

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• Fix error

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• Use yolo optimization

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Commits on May 28, 2023

• updated tensorarray

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• updated tensorarray in losses

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• added -1 to the loop

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• updated ignore label

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• cheking the input shapes

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• cheking the input shapes

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• updated the tensorarray loop

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• removed dynamic size from all tensor arrays

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• tf.range --> range

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• updated

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Commits on May 30, 2023

• updated the for loops

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• fixed bug with for loop

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Commits on May 31, 2023

• testing

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• int64 not supported on tpu for labels

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• bfloat16 to float32

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• debugging for larger batch size

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• updated proba massk

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Commits on Jun 1, 2023

• vectorized for loop

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• soft device placement

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• updated resize

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• updated matcher loop

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• updated tpu zone

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Commits on Jun 6, 2023

• updated the individual mask loop and removed hashtable which was not used in the code

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• added code profiling

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• removed tf.unique

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• updated

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• working tpu v2-256 europe code

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• working tpu v2-256 europe code

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• working tpu v2-256 europe code

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• working tpu v2-256 US code

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• working tpu v2-256 US code

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• working tpu v2-256 US code

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• working tpu v2-256 US code

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• working tpu v2-256 US code

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• added clip or pad to fixed size

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• updated batch size to 64, number of steps per epoch to 100

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• update

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• undo the batch size to 8

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Commits on Jun 19, 2023

• added a line for prifiler

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• for tf-debug-1

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• for tf-debug-1

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• for tf-debug-1

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• code failed to run on tf-train-1

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• eu tpu v3-8

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• added data cache and added profiler code

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• removed profile server and added profile capture programatically

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• updated code to run on faster VM

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• updated code to run on faster VM

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• updated code to run on faster VM

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• updated code to run on faster VM

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Commits on Jun 20, 2023

• added bfloat16 to the parser which used float32 before

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• updated batch size to 64 and made dtype bfloat16

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• updated batch size to 8 and made dtype bfloat16

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• added mixed precision training bfloat16

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Commits on Jun 27, 2023

• first changes

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• fixing inference and maskformer parameters

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• Update maskformer_test.py

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