FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  388.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.599         	|25             	|  364.97         	|  93.925         	|
run_training_batch                 	|  0.35242        	|1000           	|  352.42         	|  90.695         	|
optimizer_step_with_closure_0      	|  0.34976        	|1000           	|  349.76         	|  90.012         	|
training_step_and_backward         	|  0.27324        	|1000           	|  273.24         	|  70.319         	|
model_forward                      	|  0.16162        	|1000           	|  161.62         	|  41.594         	|
training_step                      	|  0.16149        	|1000           	|  161.49         	|  41.559         	|
backward                           	|  0.11029        	|1000           	|  110.29         	|  28.383         	|
get_train_batch                    	|  0.0043153      	|1025           	|  4.4232         	|  1.1383         	|
fetch_next_train_batch             	|  0.0042981      	|1025           	|  4.4056         	|  1.1338         	|
zero_grad                          	|  0.0013039      	|1000           	|  1.3039         	|  0.33557        	|
on_train_batch_end                 	|  0.0012046      	|1000           	|  1.2046         	|  0.31           	|
training_batch_to_device           	|  0.00023296     	|1000           	|  0.23296        	|  0.059951       	|
on_train_batch_start               	|  8.9265e-05     	|1000           	|  0.089265       	|  0.022973       	|
on_train_end                       	|  0.023693       	|1              	|  0.023693       	|  0.0060975      	|
on_pretrain_routine_start          	|  0.022923       	|1              	|  0.022923       	|  0.0058992      	|
on_batch_start                     	|  1.4858e-05     	|1000           	|  0.014858       	|  0.0038237      	|
on_batch_end                       	|  1.375e-05      	|1000           	|  0.01375        	|  0.0035385      	|
on_before_zero_grad                	|  1.3606e-05     	|1000           	|  0.013606       	|  0.0035016      	|
on_after_backward                  	|  1.1489e-05     	|1000           	|  0.011489       	|  0.0029567      	|
on_before_backward                 	|  1.1274e-05     	|1000           	|  0.011274       	|  0.0029013      	|
on_before_optimizer_step           	|  1.0469e-05     	|1000           	|  0.010469       	|  0.0026942      	|
configure_optimizers               	|  0.0085044      	|1              	|  0.0085044      	|  0.0021886      	|
on_train_epoch_start               	|  0.00029613     	|25             	|  0.0074033      	|  0.0019052      	|
on_train_epoch_end                 	|  0.00028769     	|25             	|  0.0071923      	|  0.001851       	|
training_step_end                  	|  5.9108e-06     	|1000           	|  0.0059108      	|  0.0015211      	|
on_train_start                     	|  0.00065966     	|1              	|  0.00065966     	|  0.00016977     	|
on_epoch_start                     	|  1.0868e-05     	|25             	|  0.00027171     	|  6.9924e-05     	|
on_epoch_end                       	|  1.0421e-05     	|25             	|  0.00026053     	|  6.7047e-05     	|
on_fit_end                         	|  2.3884e-05     	|1              	|  2.3884e-05     	|  6.1466e-06     	|
on_before_accelerator_backend_setup	|  1.9697e-05     	|1              	|  1.9697e-05     	|  5.0691e-06     	|
on_fit_start                       	|  1.7042e-05     	|1              	|  1.7042e-05     	|  4.3858e-06     	|
on_configure_sharded_model         	|  1.3345e-05     	|1              	|  1.3345e-05     	|  3.4344e-06     	|
setup                              	|  1.3285e-05     	|1              	|  1.3285e-05     	|  3.4189e-06     	|
on_pretrain_routine_end            	|  1.062e-05      	|1              	|  1.062e-05      	|  2.7331e-06     	|
teardown                           	|  1.0048e-05     	|1              	|  1.0048e-05     	|  2.5859e-06     	|
configure_callbacks                	|  8.265e-06      	|1              	|  8.265e-06      	|  2.127e-06      	|
prepare_data                       	|  7.825e-06      	|1              	|  7.825e-06      	|  2.0138e-06     	|
on_val_dataloader                  	|  4.378e-06      	|1              	|  4.378e-06      	|  1.1267e-06     	|
configure_sharded_model            	|  4.188e-06      	|1              	|  4.188e-06      	|  1.0778e-06     	|
on_train_dataloader                	|  4.067e-06      	|1              	|  4.067e-06      	|  1.0466e-06     	|
