FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  344.17         	|  100 %          	|
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run_training_epoch                 	|  15.776         	|21             	|  331.29         	|  96.256         	|
run_training_batch                 	|  0.31699        	|1000           	|  316.99         	|  92.102         	|
optimizer_step_with_closure_0      	|  0.31404        	|1000           	|  314.04         	|  91.244         	|
training_step_and_backward         	|  0.24117        	|1000           	|  241.17         	|  70.073         	|
backward                           	|  0.12183        	|1000           	|  121.83         	|  35.399         	|
model_forward                      	|  0.11777        	|1000           	|  117.77         	|  34.22          	|
training_step                      	|  0.11757        	|1000           	|  117.57         	|  34.16          	|
get_train_batch                    	|  0.00464        	|1021           	|  4.7374         	|  1.3765         	|
fetch_next_train_batch             	|  0.0046182      	|1021           	|  4.7152         	|  1.37           	|
on_train_batch_end                 	|  0.002037       	|1000           	|  2.037          	|  0.59185        	|
zero_grad                          	|  0.0015332      	|1000           	|  1.5332         	|  0.44546        	|
training_batch_to_device           	|  0.0002923      	|1000           	|  0.2923         	|  0.084929       	|
on_train_batch_start               	|  0.00011154     	|1000           	|  0.11154        	|  0.032408       	|
on_train_end                       	|  0.026543       	|1              	|  0.026543       	|  0.0077122      	|
on_pretrain_routine_start          	|  0.025946       	|1              	|  0.025946       	|  0.0075386      	|
on_after_backward                  	|  2.243e-05      	|1000           	|  0.02243        	|  0.006517       	|
on_batch_start                     	|  2.1298e-05     	|1000           	|  0.021298       	|  0.0061881      	|
on_batch_end                       	|  1.6789e-05     	|1000           	|  0.016789       	|  0.0048782      	|
on_before_zero_grad                	|  1.4743e-05     	|1000           	|  0.014743       	|  0.0042835      	|
on_before_backward                 	|  1.4387e-05     	|1000           	|  0.014387       	|  0.00418        	|
on_before_optimizer_step           	|  1.2021e-05     	|1000           	|  0.012021       	|  0.0034927      	|
on_train_epoch_end                 	|  0.00048673     	|21             	|  0.010221       	|  0.0029698      	|
on_train_epoch_start               	|  0.0004785      	|21             	|  0.010048       	|  0.0029196      	|
configure_optimizers               	|  0.0092217      	|1              	|  0.0092217      	|  0.0026794      	|
training_step_end                  	|  7.003e-06      	|1000           	|  0.007003       	|  0.0020347      	|
on_train_start                     	|  0.0016672      	|1              	|  0.0016672      	|  0.00048442     	|
on_epoch_start                     	|  1.0992e-05     	|21             	|  0.00023083     	|  6.7067e-05     	|
on_epoch_end                       	|  1.0799e-05     	|21             	|  0.00022678     	|  6.589e-05      	|
on_fit_end                         	|  2.5316e-05     	|1              	|  2.5316e-05     	|  7.3556e-06     	|
on_before_accelerator_backend_setup	|  2.1544e-05     	|1              	|  2.1544e-05     	|  6.2596e-06     	|
setup                              	|  2.1207e-05     	|1              	|  2.1207e-05     	|  6.1617e-06     	|
on_configure_sharded_model         	|  2.0392e-05     	|1              	|  2.0392e-05     	|  5.9249e-06     	|
on_pretrain_routine_end            	|  1.9964e-05     	|1              	|  1.9964e-05     	|  5.8006e-06     	|
teardown                           	|  1.9516e-05     	|1              	|  1.9516e-05     	|  5.6704e-06     	|
on_fit_start                       	|  1.8805e-05     	|1              	|  1.8805e-05     	|  5.4638e-06     	|
prepare_data                       	|  7.76e-06       	|1              	|  7.76e-06       	|  2.2547e-06     	|
configure_callbacks                	|  7.585e-06      	|1              	|  7.585e-06      	|  2.2038e-06     	|
on_val_dataloader                  	|  7.3269e-06     	|1              	|  7.3269e-06     	|  2.1289e-06     	|
on_train_dataloader                	|  6.604e-06      	|1              	|  6.604e-06      	|  1.9188e-06     	|
configure_sharded_model            	|  6.527e-06      	|1              	|  6.527e-06      	|  1.8964e-06     	|
