FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1547.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.0633         	|500            	|  1531.6         	|  98.983         	|
run_training_batch                 	|  0.39575        	|1000           	|  395.75         	|  25.576         	|
optimizer_step_with_closure_0      	|  0.39226        	|1000           	|  392.26         	|  25.35          	|
training_step_and_backward         	|  0.28814        	|1000           	|  288.14         	|  18.621         	|
get_train_batch                    	|  0.12002        	|1500           	|  180.02         	|  11.634         	|
fetch_next_train_batch             	|  0.11998        	|1500           	|  179.97         	|  11.63          	|
model_forward                      	|  0.1547         	|1000           	|  154.7          	|  9.9975         	|
training_step                      	|  0.15448        	|1000           	|  154.48         	|  9.9835         	|
backward                           	|  0.13187        	|1000           	|  131.87         	|  8.5224         	|
on_train_batch_end                 	|  0.0022022      	|1000           	|  2.2022         	|  0.14232        	|
zero_grad                          	|  0.0015262      	|1000           	|  1.5262         	|  0.098629       	|
training_batch_to_device           	|  0.00062152     	|1000           	|  0.62152        	|  0.040166       	|
on_train_epoch_start               	|  0.00039165     	|500            	|  0.19582        	|  0.012655       	|
on_train_epoch_end                 	|  0.00033595     	|500            	|  0.16798        	|  0.010855       	|
on_train_batch_start               	|  0.00010999     	|1000           	|  0.10999        	|  0.0071084      	|
on_batch_start                     	|  4.8006e-05     	|1000           	|  0.048006       	|  0.0031024      	|
on_train_end                       	|  0.043008       	|1              	|  0.043008       	|  0.0027794      	|
on_pretrain_routine_start          	|  0.025955       	|1              	|  0.025955       	|  0.0016774      	|
on_before_zero_grad                	|  2.5207e-05     	|1000           	|  0.025207       	|  0.001629       	|
on_after_backward                  	|  2.3086e-05     	|1000           	|  0.023086       	|  0.001492       	|
on_batch_end                       	|  1.5974e-05     	|1000           	|  0.015974       	|  0.0010323      	|
on_before_optimizer_step           	|  1.5711e-05     	|1000           	|  0.015711       	|  0.0010153      	|
on_before_backward                 	|  1.4532e-05     	|1000           	|  0.014532       	|  0.00093915     	|
configure_optimizers               	|  0.0091073      	|1              	|  0.0091073      	|  0.00058856     	|
training_step_end                  	|  8.6704e-06     	|1000           	|  0.0086704      	|  0.00056033     	|
on_epoch_end                       	|  1.1693e-05     	|500            	|  0.0058467      	|  0.00037785     	|
on_epoch_start                     	|  1.0893e-05     	|500            	|  0.0054467      	|  0.00035199     	|
on_train_start                     	|  0.0022761      	|1              	|  0.0022761      	|  0.00014709     	|
on_fit_end                         	|  5.7852e-05     	|1              	|  5.7852e-05     	|  3.7387e-06     	|
on_before_accelerator_backend_setup	|  2.8079e-05     	|1              	|  2.8079e-05     	|  1.8146e-06     	|
on_configure_sharded_model         	|  2.3216e-05     	|1              	|  2.3216e-05     	|  1.5003e-06     	|
setup                              	|  2.0767e-05     	|1              	|  2.0767e-05     	|  1.3421e-06     	|
on_fit_start                       	|  1.9409e-05     	|1              	|  1.9409e-05     	|  1.2543e-06     	|
teardown                           	|  1.4778e-05     	|1              	|  1.4778e-05     	|  9.5505e-07     	|
on_pretrain_routine_end            	|  1.4305e-05     	|1              	|  1.4305e-05     	|  9.2447e-07     	|
prepare_data                       	|  8.1938e-06     	|1              	|  8.1938e-06     	|  5.2953e-07     	|
configure_callbacks                	|  7.9181e-06     	|1              	|  7.9181e-06     	|  5.1171e-07     	|
on_val_dataloader                  	|  7.7393e-06     	|1              	|  7.7393e-06     	|  5.0015e-07     	|
configure_sharded_model            	|  7.024e-06      	|1              	|  7.024e-06      	|  4.5393e-07     	|
on_train_dataloader                	|  6.8657e-06     	|1              	|  6.8657e-06     	|  4.437e-07      	|
