FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.51         	|  100 %          	|
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run_training_epoch                 	|  5.2437         	|63             	|  330.35         	|  93.45          	|
run_training_batch                 	|  0.30703        	|1000           	|  307.03         	|  86.852         	|
optimizer_step_with_closure_0      	|  0.30434        	|1000           	|  304.34         	|  86.091         	|
training_step_and_backward         	|  0.22823        	|1000           	|  228.23         	|  64.561         	|
model_forward                      	|  0.14115        	|1000           	|  141.15         	|  39.929         	|
training_step                      	|  0.14102        	|1000           	|  141.02         	|  39.89          	|
backward                           	|  0.085733       	|1000           	|  85.733         	|  24.252         	|
get_train_batch                    	|  0.0073602      	|1063           	|  7.8239         	|  2.2132         	|
fetch_next_train_batch             	|  0.0073415      	|1063           	|  7.8041         	|  2.2076         	|
zero_grad                          	|  0.0013212      	|1000           	|  1.3212         	|  0.37372        	|
on_train_batch_end                 	|  0.001204       	|1000           	|  1.204          	|  0.34058        	|
training_batch_to_device           	|  0.00022468     	|1000           	|  0.22468        	|  0.063558       	|
on_train_batch_start               	|  9.1463e-05     	|1000           	|  0.091463       	|  0.025873       	|
on_train_end                       	|  0.024552       	|1              	|  0.024552       	|  0.0069451      	|
on_pretrain_routine_start          	|  0.022564       	|1              	|  0.022564       	|  0.0063828      	|
on_train_epoch_start               	|  0.00029041     	|63             	|  0.018296       	|  0.0051754      	|
on_train_epoch_end                 	|  0.00028927     	|63             	|  0.018224       	|  0.0051552      	|
on_batch_start                     	|  1.5612e-05     	|1000           	|  0.015612       	|  0.0044163      	|
on_before_zero_grad                	|  1.3405e-05     	|1000           	|  0.013405       	|  0.0037919      	|
on_batch_end                       	|  1.3191e-05     	|1000           	|  0.013191       	|  0.0037314      	|
on_after_backward                  	|  1.1527e-05     	|1000           	|  0.011527       	|  0.0032607      	|
on_before_optimizer_step           	|  1.0709e-05     	|1000           	|  0.010709       	|  0.0030292      	|
on_before_backward                 	|  1.0323e-05     	|1000           	|  0.010323       	|  0.0029202      	|
configure_optimizers               	|  0.0080376      	|1              	|  0.0080376      	|  0.0022737      	|
training_step_end                  	|  5.9044e-06     	|1000           	|  0.0059044      	|  0.0016702      	|
on_train_start                     	|  0.0007283      	|1              	|  0.0007283      	|  0.00020602     	|
on_epoch_end                       	|  1.0783e-05     	|63             	|  0.00067935     	|  0.00019217     	|
on_epoch_start                     	|  1.0541e-05     	|63             	|  0.00066409     	|  0.00018786     	|
on_fit_end                         	|  2.135e-05      	|1              	|  2.135e-05      	|  6.0394e-06     	|
on_before_accelerator_backend_setup	|  1.8715e-05     	|1              	|  1.8715e-05     	|  5.294e-06      	|
on_fit_start                       	|  1.6441e-05     	|1              	|  1.6441e-05     	|  4.6508e-06     	|
on_configure_sharded_model         	|  1.3655e-05     	|1              	|  1.3655e-05     	|  3.8627e-06     	|
setup                              	|  1.3005e-05     	|1              	|  1.3005e-05     	|  3.6788e-06     	|
on_pretrain_routine_end            	|  1.067e-05      	|1              	|  1.067e-05      	|  3.0183e-06     	|
teardown                           	|  1.0409e-05     	|1              	|  1.0409e-05     	|  2.9444e-06     	|
prepare_data                       	|  6.903e-06      	|1              	|  6.903e-06      	|  1.9527e-06     	|
configure_callbacks                	|  5.18e-06       	|1              	|  5.18e-06       	|  1.4653e-06     	|
on_val_dataloader                  	|  4.519e-06      	|1              	|  4.519e-06      	|  1.2783e-06     	|
configure_sharded_model            	|  4.4289e-06     	|1              	|  4.4289e-06     	|  1.2528e-06     	|
on_train_dataloader                	|  4.0079e-06     	|1              	|  4.0079e-06     	|  1.1338e-06     	|
