FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  733.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5724         	|200            	|  714.48         	|  97.36          	|
run_training_batch                 	|  0.29314        	|1000           	|  293.14         	|  39.945         	|
optimizer_step_with_closure_0      	|  0.28948        	|1000           	|  289.48         	|  39.446         	|
training_step_and_backward         	|  0.22371        	|1000           	|  223.71         	|  30.485         	|
model_forward                      	|  0.11247        	|1000           	|  112.47         	|  15.326         	|
training_step                      	|  0.11225        	|1000           	|  112.25         	|  15.297         	|
backward                           	|  0.10966        	|1000           	|  109.66         	|  14.943         	|
get_train_batch                    	|  0.067827       	|1200           	|  81.392         	|  11.091         	|
fetch_next_train_batch             	|  0.067765       	|1200           	|  81.318         	|  11.081         	|
on_train_batch_end                 	|  0.0023807      	|1000           	|  2.3807         	|  0.32441        	|
zero_grad                          	|  0.0015498      	|1000           	|  1.5498         	|  0.21118        	|
on_train_end                       	|  0.59635        	|1              	|  0.59635        	|  0.081263       	|
training_batch_to_device           	|  0.00051127     	|1000           	|  0.51127        	|  0.069669       	|
on_train_batch_start               	|  0.00010631     	|1000           	|  0.10631        	|  0.014486       	|
on_train_epoch_end                 	|  0.00034529     	|200            	|  0.069059       	|  0.0094104      	|
on_train_epoch_start               	|  0.00032942     	|200            	|  0.065884       	|  0.0089779      	|
on_pretrain_routine_start          	|  0.037826       	|1              	|  0.037826       	|  0.0051545      	|
on_batch_start                     	|  3.2193e-05     	|1000           	|  0.032193       	|  0.0043868      	|
on_after_backward                  	|  3.0621e-05     	|1000           	|  0.030621       	|  0.0041727      	|
configure_optimizers               	|  0.023726       	|1              	|  0.023726       	|  0.0032331      	|
on_before_zero_grad                	|  2.0905e-05     	|1000           	|  0.020905       	|  0.0028487      	|
on_batch_end                       	|  1.5847e-05     	|1000           	|  0.015847       	|  0.0021594      	|
on_before_optimizer_step           	|  1.5287e-05     	|1000           	|  0.015287       	|  0.0020831      	|
on_before_backward                 	|  1.3914e-05     	|1000           	|  0.013914       	|  0.0018961      	|
training_step_end                  	|  8.4721e-06     	|1000           	|  0.0084721      	|  0.0011545      	|
on_epoch_end                       	|  1.2084e-05     	|200            	|  0.0024168      	|  0.00032933     	|
on_epoch_start                     	|  1.1603e-05     	|200            	|  0.0023207      	|  0.00031623     	|
on_train_start                     	|  0.0011713      	|1              	|  0.0011713      	|  0.0001596      	|
on_fit_start                       	|  4.432e-05      	|1              	|  4.432e-05      	|  6.0393e-06     	|
on_fit_end                         	|  2.8873e-05     	|1              	|  2.8873e-05     	|  3.9344e-06     	|
setup                              	|  2.6461e-05     	|1              	|  2.6461e-05     	|  3.6057e-06     	|
on_configure_sharded_model         	|  2.3885e-05     	|1              	|  2.3885e-05     	|  3.2547e-06     	|
on_before_accelerator_backend_setup	|  2.352e-05      	|1              	|  2.352e-05      	|  3.205e-06      	|
on_pretrain_routine_end            	|  1.5792e-05     	|1              	|  1.5792e-05     	|  2.1519e-06     	|
teardown                           	|  1.5529e-05     	|1              	|  1.5529e-05     	|  2.1161e-06     	|
configure_sharded_model            	|  8.3074e-06     	|1              	|  8.3074e-06     	|  1.132e-06      	|
prepare_data                       	|  8.2944e-06     	|1              	|  8.2944e-06     	|  1.1303e-06     	|
on_train_dataloader                	|  7.6927e-06     	|1              	|  7.6927e-06     	|  1.0483e-06     	|
on_val_dataloader                  	|  7.6331e-06     	|1              	|  7.6331e-06     	|  1.0401e-06     	|
configure_callbacks                	|  7.4897e-06     	|1              	|  7.4897e-06     	|  1.0206e-06     	|
