FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  377.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.243         	|25             	|  356.08         	|  94.426         	|
run_training_batch                 	|  0.29047        	|1000           	|  290.47         	|  77.028         	|
optimizer_step_with_closure_0      	|  0.28588        	|1000           	|  285.88         	|  75.81          	|
training_step_and_backward         	|  0.22269        	|1000           	|  222.69         	|  59.054         	|
backward                           	|  0.11507        	|1000           	|  115.07         	|  30.516         	|
model_forward                      	|  0.10606        	|1000           	|  106.06         	|  28.126         	|
training_step                      	|  0.10586        	|1000           	|  105.86         	|  28.073         	|
get_train_batch                    	|  0.01377        	|1025           	|  14.114         	|  3.7428         	|
fetch_next_train_batch             	|  0.013746       	|1025           	|  14.09          	|  3.7364         	|
on_train_batch_end                 	|  0.0025036      	|1000           	|  2.5036         	|  0.66391        	|
zero_grad                          	|  0.0015216      	|1000           	|  1.5216         	|  0.40349        	|
training_batch_to_device           	|  0.00027637     	|1000           	|  0.27637        	|  0.073289       	|
on_train_batch_start               	|  9.6068e-05     	|1000           	|  0.096068       	|  0.025476       	|
on_train_end                       	|  0.049713       	|1              	|  0.049713       	|  0.013183       	|
on_after_backward                  	|  2.8339e-05     	|1000           	|  0.028339       	|  0.007515       	|
on_pretrain_routine_start          	|  0.02805        	|1              	|  0.02805        	|  0.0074384      	|
on_batch_end                       	|  2.1223e-05     	|1000           	|  0.021223       	|  0.0056279      	|
on_batch_start                     	|  2.097e-05      	|1000           	|  0.02097        	|  0.0055609      	|
on_before_zero_grad                	|  1.8406e-05     	|1000           	|  0.018406       	|  0.0048809      	|
on_before_optimizer_step           	|  1.3874e-05     	|1000           	|  0.013874       	|  0.0036791      	|
on_before_backward                 	|  1.3661e-05     	|1000           	|  0.013661       	|  0.0036226      	|
on_train_epoch_end                 	|  0.00045761     	|25             	|  0.01144        	|  0.0030338      	|
on_train_epoch_start               	|  0.00044273     	|25             	|  0.011068       	|  0.0029351      	|
configure_optimizers               	|  0.010241       	|1              	|  0.010241       	|  0.0027159      	|
training_step_end                  	|  7.5117e-06     	|1000           	|  0.0075117      	|  0.001992       	|
on_train_start                     	|  0.0009275      	|1              	|  0.0009275      	|  0.00024596     	|
on_epoch_end                       	|  1.2494e-05     	|25             	|  0.00031235     	|  8.2832e-05     	|
on_epoch_start                     	|  1.1632e-05     	|25             	|  0.0002908      	|  7.7116e-05     	|
on_fit_end                         	|  5.847e-05      	|1              	|  5.847e-05      	|  1.5505e-05     	|
setup                              	|  2.9242e-05     	|1              	|  2.9242e-05     	|  7.7544e-06     	|
on_fit_start                       	|  2.3713e-05     	|1              	|  2.3713e-05     	|  6.2884e-06     	|
on_before_accelerator_backend_setup	|  2.2056e-05     	|1              	|  2.2056e-05     	|  5.8488e-06     	|
on_configure_sharded_model         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  5.8448e-06     	|
on_pretrain_routine_end            	|  1.95e-05       	|1              	|  1.95e-05       	|  5.1711e-06     	|
teardown                           	|  1.9358e-05     	|1              	|  1.9358e-05     	|  5.1336e-06     	|
configure_sharded_model            	|  1.3258e-05     	|1              	|  1.3258e-05     	|  3.5159e-06     	|
on_val_dataloader                  	|  1.0069e-05     	|1              	|  1.0069e-05     	|  2.6703e-06     	|
on_train_dataloader                	|  9.7565e-06     	|1              	|  9.7565e-06     	|  2.5873e-06     	|
prepare_data                       	|  8.015e-06      	|1              	|  8.015e-06      	|  2.1254e-06     	|
configure_callbacks                	|  6.672e-06      	|1              	|  6.672e-06      	|  1.7693e-06     	|
