FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1311.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5839         	|500            	|  1292.0         	|  98.485         	|
run_training_batch                 	|  0.30672        	|1000           	|  306.72         	|  23.381         	|
optimizer_step_with_closure_0      	|  0.30221        	|1000           	|  302.21         	|  23.037         	|
training_step_and_backward         	|  0.23193        	|1000           	|  231.93         	|  17.679         	|
get_train_batch                    	|  0.11551        	|1500           	|  173.26         	|  13.207         	|
fetch_next_train_batch             	|  0.11546        	|1500           	|  173.2          	|  13.202         	|
model_forward                      	|  0.11752        	|1000           	|  117.52         	|  8.9582         	|
training_step                      	|  0.11727        	|1000           	|  117.27         	|  8.9392         	|
backward                           	|  0.11273        	|1000           	|  112.73         	|  8.5933         	|
on_train_batch_end                 	|  0.002437       	|1000           	|  2.437          	|  0.18577        	|
zero_grad                          	|  0.0016323      	|1000           	|  1.6323         	|  0.12443        	|
training_batch_to_device           	|  0.0007387      	|1000           	|  0.7387         	|  0.05631        	|
on_train_epoch_start               	|  0.00034862     	|500            	|  0.17431        	|  0.013287       	|
on_train_epoch_end                 	|  0.00034371     	|500            	|  0.17186        	|  0.0131         	|
on_train_batch_start               	|  0.00011568     	|1000           	|  0.11568        	|  0.008818       	|
on_batch_start                     	|  5.5129e-05     	|1000           	|  0.055129       	|  0.0042024      	|
on_train_end                       	|  0.043067       	|1              	|  0.043067       	|  0.0032829      	|
on_after_backward                  	|  2.7915e-05     	|1000           	|  0.027915       	|  0.0021279      	|
on_before_zero_grad                	|  2.4538e-05     	|1000           	|  0.024538       	|  0.0018705      	|
on_pretrain_routine_start          	|  0.024274       	|1              	|  0.024274       	|  0.0018504      	|
on_before_optimizer_step           	|  1.8306e-05     	|1000           	|  0.018306       	|  0.0013954      	|
configure_optimizers               	|  0.017972       	|1              	|  0.017972       	|  0.00137        	|
on_batch_end                       	|  1.5936e-05     	|1000           	|  0.015936       	|  0.0012148      	|
on_before_backward                 	|  1.5709e-05     	|1000           	|  0.015709       	|  0.0011975      	|
training_step_end                  	|  1.0577e-05     	|1000           	|  0.010577       	|  0.00080628     	|
on_epoch_end                       	|  1.2697e-05     	|500            	|  0.0063487      	|  0.00048395     	|
on_epoch_start                     	|  1.1514e-05     	|500            	|  0.005757       	|  0.00043885     	|
on_train_start                     	|  0.0010259      	|1              	|  0.0010259      	|  7.8205e-05     	|
on_fit_end                         	|  5.8517e-05     	|1              	|  5.8517e-05     	|  4.4607e-06     	|
on_fit_start                       	|  4.386e-05      	|1              	|  4.386e-05      	|  3.3434e-06     	|
setup                              	|  2.7278e-05     	|1              	|  2.7278e-05     	|  2.0794e-06     	|
on_before_accelerator_backend_setup	|  2.5248e-05     	|1              	|  2.5248e-05     	|  1.9246e-06     	|
on_configure_sharded_model         	|  2.0757e-05     	|1              	|  2.0757e-05     	|  1.5823e-06     	|
teardown                           	|  1.7349e-05     	|1              	|  1.7349e-05     	|  1.3225e-06     	|
on_pretrain_routine_end            	|  1.6915e-05     	|1              	|  1.6915e-05     	|  1.2894e-06     	|
prepare_data                       	|  1.0606e-05     	|1              	|  1.0606e-05     	|  8.0847e-07     	|
configure_callbacks                	|  9.8925e-06     	|1              	|  9.8925e-06     	|  7.5409e-07     	|
on_val_dataloader                  	|  7.6536e-06     	|1              	|  7.6536e-06     	|  5.8342e-07     	|
configure_sharded_model            	|  7.2196e-06     	|1              	|  7.2196e-06     	|  5.5034e-07     	|
on_train_dataloader                	|  7.1563e-06     	|1              	|  7.1563e-06     	|  5.4551e-07     	|
