FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.4556         	|63             	|  406.7          	|  94.133         	|
run_training_batch                 	|  0.2742         	|1000           	|  274.2          	|  63.464         	|
optimizer_step_with_closure_0      	|  0.26977        	|1000           	|  269.77         	|  62.439         	|
training_step_and_backward         	|  0.20292        	|1000           	|  202.92         	|  46.968         	|
model_forward                      	|  0.10804        	|1000           	|  108.04         	|  25.006         	|
training_step                      	|  0.10784        	|1000           	|  107.84         	|  24.96          	|
backward                           	|  0.093237       	|1000           	|  93.237         	|  21.58          	|
get_train_batch                    	|  0.025316       	|1063           	|  26.911         	|  6.2287         	|
fetch_next_train_batch             	|  0.025291       	|1063           	|  26.885         	|  6.2226         	|
on_train_batch_end                 	|  0.0023857      	|1000           	|  2.3857         	|  0.55219        	|
zero_grad                          	|  0.0016126      	|1000           	|  1.6126         	|  0.37323        	|
training_batch_to_device           	|  0.00026313     	|1000           	|  0.26313        	|  0.060903       	|
on_train_batch_start               	|  9.4285e-05     	|1000           	|  0.094285       	|  0.021823       	|
on_train_end                       	|  0.049749       	|1              	|  0.049749       	|  0.011515       	|
on_after_backward                  	|  2.5438e-05     	|1000           	|  0.025438       	|  0.0058876      	|
on_train_epoch_end                 	|  0.00037026     	|63             	|  0.023327       	|  0.0053991      	|
on_pretrain_routine_start          	|  0.022849       	|1              	|  0.022849       	|  0.0052885      	|
on_train_epoch_start               	|  0.00036133     	|63             	|  0.022764       	|  0.0052687      	|
on_batch_start                     	|  2.1157e-05     	|1000           	|  0.021157       	|  0.0048969      	|
on_before_zero_grad                	|  1.7974e-05     	|1000           	|  0.017974       	|  0.0041601      	|
on_batch_end                       	|  1.5502e-05     	|1000           	|  0.015502       	|  0.003588       	|
on_before_optimizer_step           	|  1.376e-05      	|1000           	|  0.01376        	|  0.0031849      	|
on_before_backward                 	|  1.3647e-05     	|1000           	|  0.013647       	|  0.0031587      	|
configure_optimizers               	|  0.012163       	|1              	|  0.012163       	|  0.0028151      	|
training_step_end                  	|  7.0994e-06     	|1000           	|  0.0070994      	|  0.0016432      	|
on_train_start                     	|  0.0013951      	|1              	|  0.0013951      	|  0.00032289     	|
on_epoch_end                       	|  1.2237e-05     	|63             	|  0.00077092     	|  0.00017843     	|
on_epoch_start                     	|  1.1481e-05     	|63             	|  0.00072329     	|  0.00016741     	|
on_fit_start                       	|  4.0991e-05     	|1              	|  4.0991e-05     	|  9.4876e-06     	|
on_fit_end                         	|  3.4498e-05     	|1              	|  3.4498e-05     	|  7.9847e-06     	|
on_before_accelerator_backend_setup	|  2.9875e-05     	|1              	|  2.9875e-05     	|  6.9147e-06     	|
setup                              	|  2.9678e-05     	|1              	|  2.9678e-05     	|  6.869e-06      	|
on_configure_sharded_model         	|  2.7103e-05     	|1              	|  2.7103e-05     	|  6.2732e-06     	|
on_pretrain_routine_end            	|  1.6676e-05     	|1              	|  1.6676e-05     	|  3.8598e-06     	|
teardown                           	|  1.43e-05       	|1              	|  1.43e-05       	|  3.3097e-06     	|
configure_callbacks                	|  1.0043e-05     	|1              	|  1.0043e-05     	|  2.3246e-06     	|
prepare_data                       	|  9.3207e-06     	|1              	|  9.3207e-06     	|  2.1573e-06     	|
on_train_dataloader                	|  8.7786e-06     	|1              	|  8.7786e-06     	|  2.0319e-06     	|
configure_sharded_model            	|  8.0168e-06     	|1              	|  8.0168e-06     	|  1.8555e-06     	|
on_val_dataloader                  	|  7.8361e-06     	|1              	|  7.8361e-06     	|  1.8137e-06     	|
