FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1417.7         	|  100 %          	|
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run_training_epoch                 	|  2.7959         	|500            	|  1398.0         	|  98.612         	|
run_training_batch                 	|  0.38891        	|1000           	|  388.91         	|  27.434         	|
optimizer_step_with_closure_0      	|  0.38537        	|1000           	|  385.37         	|  27.183         	|
training_step_and_backward         	|  0.28095        	|1000           	|  280.95         	|  19.818         	|
get_train_batch                    	|  0.10823        	|1500           	|  162.34         	|  11.452         	|
fetch_next_train_batch             	|  0.10819        	|1500           	|  162.28         	|  11.447         	|
model_forward                      	|  0.15062        	|1000           	|  150.62         	|  10.625         	|
training_step                      	|  0.1504         	|1000           	|  150.4          	|  10.609         	|
backward                           	|  0.12876        	|1000           	|  128.76         	|  9.0825         	|
on_train_batch_end                 	|  0.002362       	|1000           	|  2.362          	|  0.16662        	|
zero_grad                          	|  0.0015278      	|1000           	|  1.5278         	|  0.10777        	|
training_batch_to_device           	|  0.00062682     	|1000           	|  0.62682        	|  0.044215       	|
on_train_epoch_end                 	|  0.00036948     	|500            	|  0.18474        	|  0.013031       	|
on_train_epoch_start               	|  0.00034629     	|500            	|  0.17314        	|  0.012213       	|
on_train_batch_start               	|  0.00011083     	|1000           	|  0.11083        	|  0.007818       	|
on_train_end                       	|  0.0613         	|1              	|  0.0613         	|  0.004324       	|
on_batch_start                     	|  4.36e-05       	|1000           	|  0.0436         	|  0.0030755      	|
on_after_backward                  	|  2.536e-05      	|1000           	|  0.02536        	|  0.0017889      	|
on_pretrain_routine_start          	|  0.024002       	|1              	|  0.024002       	|  0.0016931      	|
on_before_zero_grad                	|  2.1534e-05     	|1000           	|  0.021534       	|  0.001519       	|
on_before_backward                 	|  1.7228e-05     	|1000           	|  0.017228       	|  0.0012153      	|
on_batch_end                       	|  1.6486e-05     	|1000           	|  0.016486       	|  0.0011629      	|
on_before_optimizer_step           	|  1.5819e-05     	|1000           	|  0.015819       	|  0.0011159      	|
configure_optimizers               	|  0.01111        	|1              	|  0.01111        	|  0.00078371     	|
training_step_end                  	|  8.9009e-06     	|1000           	|  0.0089009      	|  0.00062786     	|
on_epoch_end                       	|  1.1735e-05     	|500            	|  0.0058676      	|  0.0004139      	|
on_epoch_start                     	|  1.1614e-05     	|500            	|  0.0058072      	|  0.00040964     	|
on_train_start                     	|  0.0025852      	|1              	|  0.0025852      	|  0.00018235     	|
on_fit_start                       	|  5.0401e-05     	|1              	|  5.0401e-05     	|  3.5553e-06     	|
on_before_accelerator_backend_setup	|  3.651e-05      	|1              	|  3.651e-05      	|  2.5754e-06     	|
on_fit_end                         	|  3.4375e-05     	|1              	|  3.4375e-05     	|  2.4248e-06     	|
setup                              	|  3.3908e-05     	|1              	|  3.3908e-05     	|  2.3918e-06     	|
on_configure_sharded_model         	|  2.7783e-05     	|1              	|  2.7783e-05     	|  1.9598e-06     	|
on_pretrain_routine_end            	|  1.6063e-05     	|1              	|  1.6063e-05     	|  1.1331e-06     	|
teardown                           	|  1.4577e-05     	|1              	|  1.4577e-05     	|  1.0283e-06     	|
prepare_data                       	|  1.1958e-05     	|1              	|  1.1958e-05     	|  8.4352e-07     	|
configure_sharded_model            	|  9.6746e-06     	|1              	|  9.6746e-06     	|  6.8244e-07     	|
configure_callbacks                	|  9.52e-06       	|1              	|  9.52e-06       	|  6.7153e-07     	|
on_val_dataloader                  	|  8.4564e-06     	|1              	|  8.4564e-06     	|  5.9651e-07     	|
on_train_dataloader                	|  8.0671e-06     	|1              	|  8.0671e-06     	|  5.6905e-07     	|
