FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  452.42         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.85915        	|500            	|  429.57         	|  94.95          	|
run_training_batch                 	|  0.27884        	|1000           	|  278.84         	|  61.632         	|
optimizer_step_with_closure_0      	|  0.27622        	|1000           	|  276.22         	|  61.054         	|
training_step_and_backward         	|  0.21218        	|1000           	|  212.18         	|  46.9           	|
model_forward                      	|  0.12619        	|1000           	|  126.19         	|  27.892         	|
training_step                      	|  0.12602        	|1000           	|  126.02         	|  27.856         	|
backward                           	|  0.084595       	|1000           	|  84.595         	|  18.698         	|
get_train_batch                    	|  0.028625       	|1500           	|  42.938         	|  9.4907         	|
fetch_next_train_batch             	|  0.028592       	|1500           	|  42.887         	|  9.4796         	|
zero_grad                          	|  0.0013705      	|1000           	|  1.3705         	|  0.30292        	|
on_train_batch_end                 	|  0.001291       	|1000           	|  1.291          	|  0.28536        	|
training_batch_to_device           	|  0.00059825     	|1000           	|  0.59825        	|  0.13223        	|
on_train_epoch_start               	|  0.00027514     	|500            	|  0.13757        	|  0.030408       	|
on_train_epoch_end                 	|  0.00027172     	|500            	|  0.13586        	|  0.030029       	|
on_train_batch_start               	|  0.00010549     	|1000           	|  0.10549        	|  0.023317       	|
on_batch_start                     	|  3.4248e-05     	|1000           	|  0.034248       	|  0.0075701      	|
on_train_end                       	|  0.024059       	|1              	|  0.024059       	|  0.0053178      	|
on_pretrain_routine_start          	|  0.02255        	|1              	|  0.02255        	|  0.0049842      	|
on_before_zero_grad                	|  2.0704e-05     	|1000           	|  0.020704       	|  0.0045763      	|
on_batch_end                       	|  1.5685e-05     	|1000           	|  0.015685       	|  0.003467       	|
on_before_optimizer_step           	|  1.2479e-05     	|1000           	|  0.012479       	|  0.0027584      	|
on_after_backward                  	|  1.0638e-05     	|1000           	|  0.010638       	|  0.0023515      	|
on_before_backward                 	|  1.052e-05      	|1000           	|  0.01052        	|  0.0023252      	|
configure_optimizers               	|  0.0087864      	|1              	|  0.0087864      	|  0.0019421      	|
training_step_end                  	|  7.7867e-06     	|1000           	|  0.0077867      	|  0.0017211      	|
on_epoch_start                     	|  1.0453e-05     	|500            	|  0.0052264      	|  0.0011552      	|
on_epoch_end                       	|  1.0266e-05     	|500            	|  0.0051328      	|  0.0011345      	|
on_train_start                     	|  0.00069211     	|1              	|  0.00069211     	|  0.00015298     	|
on_fit_end                         	|  2.2752e-05     	|1              	|  2.2752e-05     	|  5.029e-06      	|
on_before_accelerator_backend_setup	|  1.8645e-05     	|1              	|  1.8645e-05     	|  4.1212e-06     	|
on_fit_start                       	|  1.7874e-05     	|1              	|  1.7874e-05     	|  3.9507e-06     	|
setup                              	|  1.4998e-05     	|1              	|  1.4998e-05     	|  3.3151e-06     	|
on_configure_sharded_model         	|  1.3775e-05     	|1              	|  1.3775e-05     	|  3.0447e-06     	|
teardown                           	|  1.0861e-05     	|1              	|  1.0861e-05     	|  2.4006e-06     	|
on_pretrain_routine_end            	|  1.083e-05      	|1              	|  1.083e-05      	|  2.3938e-06     	|
prepare_data                       	|  8.576e-06      	|1              	|  8.576e-06      	|  1.8956e-06     	|
configure_callbacks                	|  5.0589e-06     	|1              	|  5.0589e-06     	|  1.1182e-06     	|
on_val_dataloader                  	|  4.788e-06      	|1              	|  4.788e-06      	|  1.0583e-06     	|
configure_sharded_model            	|  4.719e-06      	|1              	|  4.719e-06      	|  1.0431e-06     	|
on_train_dataloader                	|  4.178e-06      	|1              	|  4.178e-06      	|  9.2349e-07     	|
