FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  635.55         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.2154         	|500            	|  607.7          	|  95.619         	|
run_training_batch                 	|  0.38416        	|1000           	|  384.16         	|  60.445         	|
optimizer_step_with_closure_0      	|  0.38067        	|1000           	|  380.67         	|  59.897         	|
training_step_and_backward         	|  0.27982        	|1000           	|  279.82         	|  44.029         	|
model_forward                      	|  0.16177        	|1000           	|  161.77         	|  25.454         	|
training_step                      	|  0.16156        	|1000           	|  161.56         	|  25.421         	|
backward                           	|  0.11627        	|1000           	|  116.27         	|  18.294         	|
get_train_batch                    	|  0.055516       	|1500           	|  83.274         	|  13.103         	|
fetch_next_train_batch             	|  0.055478       	|1500           	|  83.217         	|  13.094         	|
on_train_batch_end                 	|  0.0019369      	|1000           	|  1.9369         	|  0.30476        	|
zero_grad                          	|  0.0017425      	|1000           	|  1.7425         	|  0.27418        	|
training_batch_to_device           	|  0.00061969     	|1000           	|  0.61969        	|  0.097505       	|
on_train_epoch_start               	|  0.00036754     	|500            	|  0.18377        	|  0.028916       	|
on_train_epoch_end                 	|  0.00036614     	|500            	|  0.18307        	|  0.028805       	|
on_train_batch_start               	|  0.00012784     	|1000           	|  0.12784        	|  0.020115       	|
on_train_end                       	|  0.04969        	|1              	|  0.04969        	|  0.0078184      	|
on_batch_start                     	|  3.8542e-05     	|1000           	|  0.038542       	|  0.0060645      	|
on_pretrain_routine_start          	|  0.034055       	|1              	|  0.034055       	|  0.0053584      	|
on_after_backward                  	|  2.431e-05      	|1000           	|  0.02431        	|  0.0038251      	|
on_before_zero_grad                	|  2.3835e-05     	|1000           	|  0.023835       	|  0.0037503      	|
on_before_optimizer_step           	|  1.8457e-05     	|1000           	|  0.018457       	|  0.0029041      	|
on_batch_end                       	|  1.6744e-05     	|1000           	|  0.016744       	|  0.0026345      	|
on_before_backward                 	|  1.3938e-05     	|1000           	|  0.013938       	|  0.0021931      	|
configure_optimizers               	|  0.010881       	|1              	|  0.010881       	|  0.0017121      	|
training_step_end                  	|  8.5188e-06     	|1000           	|  0.0085188      	|  0.0013404      	|
on_epoch_end                       	|  1.5905e-05     	|500            	|  0.0079524      	|  0.0012513      	|
on_epoch_start                     	|  1.2035e-05     	|500            	|  0.0060174      	|  0.00094681     	|
on_train_start                     	|  0.003071       	|1              	|  0.003071       	|  0.00048321     	|
on_fit_end                         	|  2.2913e-05     	|1              	|  2.2913e-05     	|  3.6052e-06     	|
on_fit_start                       	|  1.9647e-05     	|1              	|  1.9647e-05     	|  3.0914e-06     	|
on_before_accelerator_backend_setup	|  1.9416e-05     	|1              	|  1.9416e-05     	|  3.055e-06      	|
on_pretrain_routine_end            	|  1.5098e-05     	|1              	|  1.5098e-05     	|  2.3756e-06     	|
on_configure_sharded_model         	|  1.3255e-05     	|1              	|  1.3255e-05     	|  2.0856e-06     	|
setup                              	|  1.3145e-05     	|1              	|  1.3145e-05     	|  2.0683e-06     	|
teardown                           	|  1.1692e-05     	|1              	|  1.1692e-05     	|  1.8397e-06     	|
prepare_data                       	|  6.5221e-06     	|1              	|  6.5221e-06     	|  1.0262e-06     	|
on_val_dataloader                  	|  6.152e-06      	|1              	|  6.152e-06      	|  9.6798e-07     	|
on_train_dataloader                	|  5.33e-06       	|1              	|  5.33e-06       	|  8.3864e-07     	|
configure_callbacks                	|  4.3981e-06     	|1              	|  4.3981e-06     	|  6.9201e-07     	|
configure_sharded_model            	|  4.158e-06      	|1              	|  4.158e-06      	|  6.5424e-07     	|
