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Reset learners with warmup

Reset learners with warmup

Andrew
Created on October 29|Last edited on October 29

Warmup steps=0



Warmup steps=3



Warmup Steps=5




Showing first 10 runs
0500m11.5cost-per-image0.040.050.060.070.080.090.10.20.30.40.50.60.70.80.9
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
0500m11.5cost-per-image0.20.40.60.8
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
0500m11.5cost-per-image0.050.10.150.20.250.3
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 Real
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_dense_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 DenseReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_single_mode_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 SingleModeReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_heterogeneous_workers_diagonal_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_homegeneous_workers_diagonal_perfect-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
10-29-20-bayes-linear_nn-byol-worker.prior.type_predefined_homegeneous-worker.type_no_structure_real-n_classes_20-n_data_per_class_2000-n_hits_per_step_10-optimizer.algo_LearnerInEM+PseudoLabel+UpdateEnd-optimizer.reset_learner_steps_10-optimizer.warmup_steps_5 NoStructureReal
Real
28
DenseReal
28
SingleModeReal
28
NoStructureReal
28


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