Index

A

accumulate_gradients() (tfutils.optimizer.MinibatchOptimizer method) aggregate_gradients() (tfutils.optimizer.MinibatchOptimizer class method) apply_gradients() (tfutils.optimizer.ClipOptimizer method) (tfutils.optimizer.MinibatchOptimizer method)

assert_as_expected() (tfutils.tests.test_base.TestBase method) assert_count() (tfutils.tests.test_base.TestBase method) assert_step() (tfutils.tests.test_base.TestBase method) asserts_for_record() (tfutils.tests.test_base.TestBase static method) average_gradients() (tfutils.optimizer.MinibatchOptimizer class method)

C

CACHE_DIR (tfutils.tests.test_dbinterface.TestDBInterface attribute) ClipOptimizer (class in tfutils.optimizer) COLLECTION_NAME (tfutils.tests.test_dbinterface.TestDBInterface attribute)

compute_gradients() (tfutils.optimizer.ClipOptimizer method) (tfutils.optimizer.MinibatchOptimizer method) custom_train_loop() (tfutils.tests.test_base.TestBase static method)

D

database_name (tfutils.tests.test_base.TestBase attribute)

DATABASE_NAME (tfutils.tests.test_dbinterface.TestDBInterface attribute)

E

EXP_ID (tfutils.tests.test_dbinterface.TestDBInterface attribute)

G

get_extraction_target() (tfutils.tests.test_base.TestBase static method)

get_first_image_target() (tfutils.tests.test_base.TestBase static method)

H

host (tfutils.tests.test_base.TestBase attribute)

HOST (tfutils.tests.test_dbinterface.TestDBInterface attribute)

L

load_test_checkpoint() (tfutils.tests.test_dbinterface.TestDBInterface method)

M

makedirs() (tfutils.tests.test_base.TestBase static method) (tfutils.tests.test_dbinterface.TestDBInterface static method)

MinibatchOptimizer (class in tfutils.optimizer)

P

port (tfutils.tests.test_base.TestBase attribute)

PORT (tfutils.tests.test_dbinterface.TestDBInterface attribute)

R

remove_checkpoint() (tfutils.tests.test_dbinterface.TestDBInterface class method) remove_collection() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method) remove_database() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method)

remove_directory() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method) remove_document() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method)

S

save_test_checkpoint() (tfutils.tests.test_dbinterface.TestDBInterface method) setUp() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_dbinterface.TestDBInterface method) setup_cache() (tfutils.tests.test_dbinterface.TestDBInterface class method) setup_conn() (tfutils.tests.test_dbinterface.TestDBInterface class method) setup_log() (tfutils.tests.test_dbinterface.TestDBInterface class method) setup_model() (tfutils.tests.test_dbinterface.TestDBInterface method) setup_params() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_base.TestDistributedModel method) (tfutils.tests.test_base.TestDistributedMulti method) (tfutils.tests.test_base.TestMultiModel method) (tfutils.tests.test_dbinterface.TestDBInterface class method)

setUpClass() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method) setUpModule() (in module tfutils.tests.test_base) (in module tfutils.tests.test_dbinterface)

T

tearDown() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_dbinterface.TestDBInterface method) tearDownClass() (tfutils.tests.test_base.TestBase class method) (tfutils.tests.test_dbinterface.TestDBInterface class method) tearDownModule() (in module tfutils.tests.test_base) (in module tfutils.tests.test_dbinterface) test() (in module tfutils.test) test_custom_training() (tfutils.tests.test_base.TestBase method) test_feature_extraction() (tfutils.tests.test_base.TestBase method) test_filter_var_list() (tfutils.tests.test_dbinterface.TestDBInterface method) test_from_params() (in module tfutils.test) test_get_restore_vars() (tfutils.tests.test_dbinterface.TestDBInterface method) test_init() (tfutils.tests.test_dbinterface.TestDBInterface method) test_initialize() (tfutils.tests.test_dbinterface.TestDBInterface method) test_initialize_from_ckpt() (tfutils.tests.test_dbinterface.TestDBInterface method) test_load_from_db() (tfutils.tests.test_dbinterface.TestDBInterface method) test_load_rec() (tfutils.tests.test_dbinterface.TestDBInterface method) test_remap_var_list() (tfutils.tests.test_dbinterface.TestDBInterface method) test_save() (tfutils.tests.test_dbinterface.TestDBInterface method) test_save_thread() (tfutils.tests.test_dbinterface.TestDBInterface method) test_sync_with_host() (tfutils.tests.test_dbinterface.TestDBInterface method) test_tf_saver() (tfutils.tests.test_dbinterface.TestDBInterface method)

test_training() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_base.TestMultiModel method) test_training_save() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_base.TestMultiModel method) test_validation() (tfutils.tests.test_base.TestBase method) (tfutils.tests.test_base.TestMultiModel method) TestBase (class in tfutils.tests.test_base) TestDBInterface (class in tfutils.tests.test_dbinterface) TestDistributedModel (class in tfutils.tests.test_base) TestDistributedMulti (class in tfutils.tests.test_base) TestMultiModel (class in tfutils.tests.test_base) tfutils.base (module) tfutils.model (module) tfutils.optimizer (module) tfutils.test (module) tfutils.tests (module) tfutils.tests.test_base (module) tfutils.tests.test_dbinterface (module) tfutils.train (module) train() (in module tfutils.train) train_from_params() (in module tfutils.train) train_model() (tfutils.tests.test_dbinterface.TestDBInterface method)