FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  658.28         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.82           	|167            	|  637.94         	|  96.911         	|
run_training_batch                 	|  0.26958        	|1000           	|  269.58         	|  40.952         	|
optimizer_step_with_closure_0      	|  0.26583        	|1000           	|  265.83         	|  40.383         	|
training_step_and_backward         	|  0.20545        	|1000           	|  205.45         	|  31.211         	|
backward                           	|  0.1092         	|1000           	|  109.2          	|  16.589         	|
model_forward                      	|  0.094924       	|1000           	|  94.924         	|  14.42          	|
training_step                      	|  0.094754       	|1000           	|  94.754         	|  14.394         	|
get_train_batch                    	|  0.069524       	|1167           	|  81.134         	|  12.325         	|
fetch_next_train_batch             	|  0.069498       	|1167           	|  81.104         	|  12.321         	|
on_train_batch_end                 	|  0.0018885      	|1000           	|  1.8885         	|  0.28689        	|
zero_grad                          	|  0.0012993      	|1000           	|  1.2993         	|  0.19738        	|
training_batch_to_device           	|  0.00034991     	|1000           	|  0.34991        	|  0.053155       	|
on_train_batch_start               	|  9.61e-05       	|1000           	|  0.0961         	|  0.014599       	|
on_train_epoch_end                 	|  0.00030448     	|167            	|  0.050848       	|  0.0077244      	|
on_train_epoch_start               	|  0.00030398     	|167            	|  0.050765       	|  0.0077118      	|
on_train_end                       	|  0.045686       	|1              	|  0.045686       	|  0.0069402      	|
on_batch_start                     	|  3.0061e-05     	|1000           	|  0.030061       	|  0.0045666      	|
on_pretrain_routine_start          	|  0.02188        	|1              	|  0.02188        	|  0.0033238      	|
on_after_backward                  	|  1.9916e-05     	|1000           	|  0.019916       	|  0.0030255      	|
on_before_zero_grad                	|  1.5871e-05     	|1000           	|  0.015871       	|  0.0024109      	|
on_batch_end                       	|  1.4844e-05     	|1000           	|  0.014844       	|  0.002255       	|
on_before_optimizer_step           	|  1.3289e-05     	|1000           	|  0.013289       	|  0.0020187      	|
configure_optimizers               	|  0.011514       	|1              	|  0.011514       	|  0.0017491      	|
on_before_backward                 	|  1.1348e-05     	|1000           	|  0.011348       	|  0.0017239      	|
training_step_end                  	|  6.4661e-06     	|1000           	|  0.0064661      	|  0.00098228     	|
on_epoch_start                     	|  1.1985e-05     	|167            	|  0.0020015      	|  0.00030405     	|
on_epoch_end                       	|  1.0763e-05     	|167            	|  0.0017975      	|  0.00027306     	|
on_train_start                     	|  0.001691       	|1              	|  0.001691       	|  0.00025688     	|
on_fit_start                       	|  4.1233e-05     	|1              	|  4.1233e-05     	|  6.2638e-06     	|
on_before_accelerator_backend_setup	|  3.5373e-05     	|1              	|  3.5373e-05     	|  5.3736e-06     	|
on_fit_end                         	|  3.3241e-05     	|1              	|  3.3241e-05     	|  5.0497e-06     	|
setup                              	|  2.2758e-05     	|1              	|  2.2758e-05     	|  3.4572e-06     	|
on_configure_sharded_model         	|  2.1841e-05     	|1              	|  2.1841e-05     	|  3.318e-06      	|
teardown                           	|  1.5648e-05     	|1              	|  1.5648e-05     	|  2.3771e-06     	|
on_pretrain_routine_end            	|  1.183e-05      	|1              	|  1.183e-05      	|  1.7971e-06     	|
configure_callbacks                	|  9.5833e-06     	|1              	|  9.5833e-06     	|  1.4558e-06     	|
prepare_data                       	|  7.499e-06      	|1              	|  7.499e-06      	|  1.1392e-06     	|
on_train_dataloader                	|  7.0799e-06     	|1              	|  7.0799e-06     	|  1.0755e-06     	|
configure_sharded_model            	|  6.9607e-06     	|1              	|  6.9607e-06     	|  1.0574e-06     	|
on_val_dataloader                  	|  6.5789e-06     	|1              	|  6.5789e-06     	|  9.9941e-07     	|
