FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  368.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  16.263         	|21             	|  341.53         	|  92.682         	|
run_training_batch                 	|  0.29329        	|1000           	|  293.29         	|  79.592         	|
optimizer_step_with_closure_0      	|  0.28971        	|1000           	|  289.71         	|  78.62          	|
training_step_and_backward         	|  0.22187        	|1000           	|  221.87         	|  60.21          	|
backward                           	|  0.11036        	|1000           	|  110.36         	|  29.949         	|
model_forward                      	|  0.10978        	|1000           	|  109.78         	|  29.793         	|
training_step                      	|  0.10958        	|1000           	|  109.58         	|  29.737         	|
get_train_batch                    	|  0.010456       	|1021           	|  10.675         	|  2.897          	|
fetch_next_train_batch             	|  0.010431       	|1021           	|  10.65          	|  2.8902         	|
on_train_batch_end                 	|  0.002342       	|1000           	|  2.342          	|  0.63555        	|
zero_grad                          	|  0.0016903      	|1000           	|  1.6903         	|  0.45869        	|
training_batch_to_device           	|  0.00028112     	|1000           	|  0.28112        	|  0.076288       	|
on_train_batch_start               	|  0.00010285     	|1000           	|  0.10285        	|  0.027912       	|
on_train_end                       	|  0.081155       	|1              	|  0.081155       	|  0.022023       	|
on_pretrain_routine_start          	|  0.043536       	|1              	|  0.043536       	|  0.011814       	|
on_after_backward                  	|  2.9613e-05     	|1000           	|  0.029613       	|  0.0080361      	|
on_batch_start                     	|  2.0998e-05     	|1000           	|  0.020998       	|  0.0056983      	|
configure_optimizers               	|  0.020984       	|1              	|  0.020984       	|  0.0056945      	|
on_before_zero_grad                	|  1.887e-05      	|1000           	|  0.01887        	|  0.0051209      	|
on_batch_end                       	|  1.7393e-05     	|1000           	|  0.017393       	|  0.00472        	|
on_before_optimizer_step           	|  1.3686e-05     	|1000           	|  0.013686       	|  0.003714       	|
on_before_backward                 	|  1.3636e-05     	|1000           	|  0.013636       	|  0.0037004      	|
on_train_epoch_end                 	|  0.00041903     	|21             	|  0.0087996      	|  0.002388       	|
on_train_epoch_start               	|  0.00040899     	|21             	|  0.0085887      	|  0.0023307      	|
training_step_end                  	|  7.9416e-06     	|1000           	|  0.0079416      	|  0.0021551      	|
on_train_start                     	|  0.0015695      	|1              	|  0.0015695      	|  0.00042593     	|
on_epoch_start                     	|  1.4039e-05     	|21             	|  0.00029483     	|  8.0008e-05     	|
on_epoch_end                       	|  1.3631e-05     	|21             	|  0.00028625     	|  7.7681e-05     	|
on_fit_end                         	|  8.9096e-05     	|1              	|  8.9096e-05     	|  2.4178e-05     	|
on_fit_start                       	|  4.7967e-05     	|1              	|  4.7967e-05     	|  1.3017e-05     	|
on_configure_sharded_model         	|  3.781e-05      	|1              	|  3.781e-05      	|  1.0261e-05     	|
setup                              	|  3.3896e-05     	|1              	|  3.3896e-05     	|  9.1986e-06     	|
teardown                           	|  2.5932e-05     	|1              	|  2.5932e-05     	|  7.0372e-06     	|
on_before_accelerator_backend_setup	|  2.4876e-05     	|1              	|  2.4876e-05     	|  6.7506e-06     	|
on_pretrain_routine_end            	|  2.2272e-05     	|1              	|  2.2272e-05     	|  6.0439e-06     	|
on_train_dataloader                	|  1.6421e-05     	|1              	|  1.6421e-05     	|  4.4562e-06     	|
on_val_dataloader                  	|  1.1744e-05     	|1              	|  1.1744e-05     	|  3.187e-06      	|
configure_callbacks                	|  1.142e-05      	|1              	|  1.142e-05      	|  3.0991e-06     	|
configure_sharded_model            	|  1.1235e-05     	|1              	|  1.1235e-05     	|  3.049e-06      	|
prepare_data                       	|  8.1826e-06     	|1              	|  8.1826e-06     	|  2.2205e-06     	|
