FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1516.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.9952         	|500            	|  1497.6         	|  98.752         	|
run_training_batch                 	|  0.39906        	|1000           	|  399.06         	|  26.314         	|
optimizer_step_with_closure_0      	|  0.39587        	|1000           	|  395.87         	|  26.104         	|
training_step_and_backward         	|  0.29107        	|1000           	|  291.07         	|  19.193         	|
get_train_batch                    	|  0.11655        	|1500           	|  174.82         	|  11.528         	|
fetch_next_train_batch             	|  0.11649        	|1500           	|  174.74         	|  11.522         	|
model_forward                      	|  0.15987        	|1000           	|  159.87         	|  10.542         	|
training_step                      	|  0.15965        	|1000           	|  159.65         	|  10.527         	|
backward                           	|  0.12962        	|1000           	|  129.62         	|  8.5469         	|
on_train_batch_end                 	|  0.002132       	|1000           	|  2.132          	|  0.14058        	|
zero_grad                          	|  0.0015423      	|1000           	|  1.5423         	|  0.1017         	|
training_batch_to_device           	|  0.00061265     	|1000           	|  0.61265        	|  0.040398       	|
on_train_epoch_end                 	|  0.00033487     	|500            	|  0.16743        	|  0.011041       	|
on_train_epoch_start               	|  0.00033218     	|500            	|  0.16609        	|  0.010952       	|
on_train_batch_start               	|  0.00011186     	|1000           	|  0.11186        	|  0.0073762      	|
on_batch_start                     	|  4.6011e-05     	|1000           	|  0.046011       	|  0.003034       	|
on_train_end                       	|  0.042102       	|1              	|  0.042102       	|  0.0027762      	|
on_after_backward                  	|  2.4095e-05     	|1000           	|  0.024095       	|  0.0015888      	|
on_before_zero_grad                	|  2.2078e-05     	|1000           	|  0.022078       	|  0.0014559      	|
on_pretrain_routine_start          	|  0.022016       	|1              	|  0.022016       	|  0.0014517      	|
on_batch_end                       	|  1.6101e-05     	|1000           	|  0.016101       	|  0.0010617      	|
on_before_optimizer_step           	|  1.6087e-05     	|1000           	|  0.016087       	|  0.0010608      	|
on_before_backward                 	|  1.5606e-05     	|1000           	|  0.015606       	|  0.001029       	|
configure_optimizers               	|  0.0083448      	|1              	|  0.0083448      	|  0.00055026     	|
training_step_end                  	|  8.1481e-06     	|1000           	|  0.0081481      	|  0.00053729     	|
on_epoch_end                       	|  1.1365e-05     	|500            	|  0.0056823      	|  0.00037469     	|
on_epoch_start                     	|  1.0926e-05     	|500            	|  0.0054628      	|  0.00036022     	|
on_train_start                     	|  0.0019723      	|1              	|  0.0019723      	|  0.00013005     	|
setup                              	|  3.1959e-05     	|1              	|  3.1959e-05     	|  2.1074e-06     	|
on_fit_end                         	|  2.8469e-05     	|1              	|  2.8469e-05     	|  1.8772e-06     	|
on_before_accelerator_backend_setup	|  2.7817e-05     	|1              	|  2.7817e-05     	|  1.8342e-06     	|
on_configure_sharded_model         	|  2.6172e-05     	|1              	|  2.6172e-05     	|  1.7258e-06     	|
configure_callbacks                	|  2.0228e-05     	|1              	|  2.0228e-05     	|  1.3339e-06     	|
on_fit_start                       	|  1.9623e-05     	|1              	|  1.9623e-05     	|  1.2939e-06     	|
teardown                           	|  1.5618e-05     	|1              	|  1.5618e-05     	|  1.0299e-06     	|
on_pretrain_routine_end            	|  1.2873e-05     	|1              	|  1.2873e-05     	|  8.4883e-07     	|
prepare_data                       	|  9.9968e-06     	|1              	|  9.9968e-06     	|  6.5919e-07     	|
configure_sharded_model            	|  8.5551e-06     	|1              	|  8.5551e-06     	|  5.6413e-07     	|
on_val_dataloader                  	|  7.1153e-06     	|1              	|  7.1153e-06     	|  4.6918e-07     	|
on_train_dataloader                	|  6.8676e-06     	|1              	|  6.8676e-06     	|  4.5285e-07     	|
