FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.812         	|25             	|  370.31         	|  94.073         	|
run_training_batch                 	|  0.35778        	|1000           	|  357.78         	|  90.891         	|
optimizer_step_with_closure_0      	|  0.35495        	|1000           	|  354.95         	|  90.17          	|
training_step_and_backward         	|  0.2761         	|1000           	|  276.1          	|  70.139         	|
model_forward                      	|  0.16306        	|1000           	|  163.06         	|  41.423         	|
training_step                      	|  0.16292        	|1000           	|  162.92         	|  41.388         	|
backward                           	|  0.11173        	|1000           	|  111.73         	|  28.385         	|
get_train_batch                    	|  0.0041824      	|1025           	|  4.2869         	|  1.089          	|
fetch_next_train_batch             	|  0.0041652      	|1025           	|  4.2693         	|  1.0846         	|
zero_grad                          	|  0.0012792      	|1000           	|  1.2792         	|  0.32495        	|
on_train_batch_end                 	|  0.001208       	|1000           	|  1.208          	|  0.30688        	|
training_batch_to_device           	|  0.00024043     	|1000           	|  0.24043        	|  0.061079       	|
on_train_batch_start               	|  9.1614e-05     	|1000           	|  0.091614       	|  0.023273       	|
on_train_end                       	|  0.02392        	|1              	|  0.02392        	|  0.0060767      	|
on_pretrain_routine_start          	|  0.022403       	|1              	|  0.022403       	|  0.0056912      	|
on_batch_start                     	|  1.5263e-05     	|1000           	|  0.015263       	|  0.0038774      	|
on_before_zero_grad                	|  1.3594e-05     	|1000           	|  0.013594       	|  0.0034534      	|
on_batch_end                       	|  1.2938e-05     	|1000           	|  0.012938       	|  0.0032867      	|
on_after_backward                  	|  1.1152e-05     	|1000           	|  0.011152       	|  0.0028331      	|
on_before_backward                 	|  1.1047e-05     	|1000           	|  0.011047       	|  0.0028064      	|
on_before_optimizer_step           	|  1.0358e-05     	|1000           	|  0.010358       	|  0.0026314      	|
configure_optimizers               	|  0.0086246      	|1              	|  0.0086246      	|  0.002191       	|
on_train_epoch_end                 	|  0.00030334     	|25             	|  0.0075836      	|  0.0019265      	|
on_train_epoch_start               	|  0.00028171     	|25             	|  0.0070427      	|  0.0017891      	|
training_step_end                  	|  5.9633e-06     	|1000           	|  0.0059633      	|  0.0015149      	|
on_train_start                     	|  0.00066235     	|1              	|  0.00066235     	|  0.00016826     	|
on_epoch_start                     	|  1.0145e-05     	|25             	|  0.00025363     	|  6.4431e-05     	|
on_epoch_end                       	|  1.0137e-05     	|25             	|  0.00025341     	|  6.4377e-05     	|
on_fit_end                         	|  2.4676e-05     	|1              	|  2.4676e-05     	|  6.2687e-06     	|
on_before_accelerator_backend_setup	|  2.3013e-05     	|1              	|  2.3013e-05     	|  5.8462e-06     	|
on_fit_start                       	|  1.6331e-05     	|1              	|  1.6331e-05     	|  4.1487e-06     	|
on_configure_sharded_model         	|  1.4637e-05     	|1              	|  1.4637e-05     	|  3.7183e-06     	|
setup                              	|  1.4106e-05     	|1              	|  1.4106e-05     	|  3.5835e-06     	|
teardown                           	|  1.0149e-05     	|1              	|  1.0149e-05     	|  2.5782e-06     	|
on_pretrain_routine_end            	|  9.959e-06      	|1              	|  9.959e-06      	|  2.53e-06       	|
prepare_data                       	|  8.336e-06      	|1              	|  8.336e-06      	|  2.1177e-06     	|
configure_callbacks                	|  6.3521e-06     	|1              	|  6.3521e-06     	|  1.6137e-06     	|
on_val_dataloader                  	|  4.5591e-06     	|1              	|  4.5591e-06     	|  1.1582e-06     	|
on_train_dataloader                	|  4.4389e-06     	|1              	|  4.4389e-06     	|  1.1277e-06     	|
configure_sharded_model            	|  4.158e-06      	|1              	|  4.158e-06      	|  1.0563e-06     	|
