FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  337.03         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  12.673         	|25             	|  316.83         	|  94.005         	|
run_training_batch                 	|  0.27015        	|1000           	|  270.15         	|  80.154         	|
optimizer_step_with_closure_0      	|  0.2669         	|1000           	|  266.9          	|  79.19          	|
training_step_and_backward         	|  0.20512        	|1000           	|  205.12         	|  60.861         	|
model_forward                      	|  0.10184        	|1000           	|  101.84         	|  30.217         	|
backward                           	|  0.1018         	|1000           	|  101.8          	|  30.204         	|
training_step                      	|  0.10165        	|1000           	|  101.65         	|  30.161         	|
get_train_batch                    	|  0.0097775      	|1025           	|  10.022         	|  2.9736         	|
fetch_next_train_batch             	|  0.0097547      	|1025           	|  9.9986         	|  2.9666         	|
on_train_batch_end                 	|  0.0021239      	|1000           	|  2.1239         	|  0.63017        	|
zero_grad                          	|  0.001447       	|1000           	|  1.447          	|  0.42935        	|
training_batch_to_device           	|  0.0002489      	|1000           	|  0.2489         	|  0.073849       	|
on_train_batch_start               	|  9.4439e-05     	|1000           	|  0.094439       	|  0.028021       	|
on_train_end                       	|  0.040906       	|1              	|  0.040906       	|  0.012137       	|
on_after_backward                  	|  2.6069e-05     	|1000           	|  0.026069       	|  0.0077349      	|
on_pretrain_routine_start          	|  0.022477       	|1              	|  0.022477       	|  0.0066691      	|
on_batch_start                     	|  2.0986e-05     	|1000           	|  0.020986       	|  0.0062268      	|
on_before_zero_grad                	|  1.7152e-05     	|1000           	|  0.017152       	|  0.0050892      	|
on_batch_end                       	|  1.5799e-05     	|1000           	|  0.015799       	|  0.0046877      	|
on_before_backward                 	|  1.3913e-05     	|1000           	|  0.013913       	|  0.004128       	|
on_before_optimizer_step           	|  1.2955e-05     	|1000           	|  0.012955       	|  0.003844       	|
on_train_epoch_end                 	|  0.00039424     	|25             	|  0.009856       	|  0.0029243      	|
configure_optimizers               	|  0.0097587      	|1              	|  0.0097587      	|  0.0028955      	|
on_train_epoch_start               	|  0.00038606     	|25             	|  0.0096516      	|  0.0028637      	|
training_step_end                  	|  7.2864e-06     	|1000           	|  0.0072864      	|  0.0021619      	|
on_train_start                     	|  0.0013385      	|1              	|  0.0013385      	|  0.00039714     	|
on_epoch_end                       	|  1.1795e-05     	|25             	|  0.00029487     	|  8.749e-05      	|
on_epoch_start                     	|  1.1553e-05     	|25             	|  0.00028883     	|  8.5699e-05     	|
on_fit_start                       	|  5.0148e-05     	|1              	|  5.0148e-05     	|  1.4879e-05     	|
setup                              	|  2.9365e-05     	|1              	|  2.9365e-05     	|  8.7127e-06     	|
on_fit_end                         	|  2.6986e-05     	|1              	|  2.6986e-05     	|  8.0069e-06     	|
on_before_accelerator_backend_setup	|  2.6548e-05     	|1              	|  2.6548e-05     	|  7.877e-06      	|
on_configure_sharded_model         	|  2.2637e-05     	|1              	|  2.2637e-05     	|  6.7165e-06     	|
configure_sharded_model            	|  1.8701e-05     	|1              	|  1.8701e-05     	|  5.5487e-06     	|
teardown                           	|  1.5752e-05     	|1              	|  1.5752e-05     	|  4.6738e-06     	|
on_pretrain_routine_end            	|  1.2631e-05     	|1              	|  1.2631e-05     	|  3.7476e-06     	|
prepare_data                       	|  1.131e-05      	|1              	|  1.131e-05      	|  3.3557e-06     	|
on_val_dataloader                  	|  7.4953e-06     	|1              	|  7.4953e-06     	|  2.2239e-06     	|
on_train_dataloader                	|  7.4524e-06     	|1              	|  7.4524e-06     	|  2.2112e-06     	|
configure_callbacks                	|  6.2454e-06     	|1              	|  6.2454e-06     	|  1.8531e-06     	|
