FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  425.82         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.4406         	|63             	|  405.76         	|  95.289         	|
run_training_batch                 	|  0.28071        	|1000           	|  280.71         	|  65.923         	|
optimizer_step_with_closure_0      	|  0.2775         	|1000           	|  277.5          	|  65.168         	|
training_step_and_backward         	|  0.21417        	|1000           	|  214.17         	|  50.295         	|
backward                           	|  0.10954        	|1000           	|  109.54         	|  25.725         	|
model_forward                      	|  0.10315        	|1000           	|  103.15         	|  24.225         	|
training_step                      	|  0.10296        	|1000           	|  102.96         	|  24.18          	|
get_train_batch                    	|  0.025987       	|1063           	|  27.624         	|  6.4873         	|
fetch_next_train_batch             	|  0.025963       	|1063           	|  27.599         	|  6.4813         	|
on_train_batch_end                 	|  0.0021173      	|1000           	|  2.1173         	|  0.49723        	|
zero_grad                          	|  0.0014378      	|1000           	|  1.4378         	|  0.33764        	|
training_batch_to_device           	|  0.00025485     	|1000           	|  0.25485        	|  0.059848       	|
on_train_batch_start               	|  9.4517e-05     	|1000           	|  0.094517       	|  0.022196       	|
on_train_end                       	|  0.063337       	|1              	|  0.063337       	|  0.014874       	|
on_after_backward                  	|  2.6372e-05     	|1000           	|  0.026372       	|  0.0061931      	|
on_pretrain_routine_start          	|  0.023666       	|1              	|  0.023666       	|  0.0055576      	|
on_train_epoch_start               	|  0.00034578     	|63             	|  0.021784       	|  0.0051159      	|
on_train_epoch_end                 	|  0.00034491     	|63             	|  0.021729       	|  0.005103       	|
on_batch_start                     	|  2.1344e-05     	|1000           	|  0.021344       	|  0.0050124      	|
on_before_zero_grad                	|  1.9033e-05     	|1000           	|  0.019033       	|  0.0044697      	|
configure_optimizers               	|  0.016783       	|1              	|  0.016783       	|  0.0039413      	|
on_batch_end                       	|  1.6503e-05     	|1000           	|  0.016503       	|  0.0038756      	|
on_before_optimizer_step           	|  1.3005e-05     	|1000           	|  0.013005       	|  0.0030541      	|
on_before_backward                 	|  1.2505e-05     	|1000           	|  0.012505       	|  0.0029367      	|
training_step_end                  	|  7.8431e-06     	|1000           	|  0.0078431      	|  0.0018419      	|
on_train_start                     	|  0.0012548      	|1              	|  0.0012548      	|  0.00029468     	|
on_epoch_end                       	|  1.1784e-05     	|63             	|  0.00074237     	|  0.00017434     	|
on_epoch_start                     	|  1.0969e-05     	|63             	|  0.00069107     	|  0.00016229     	|
on_fit_start                       	|  5.7189e-05     	|1              	|  5.7189e-05     	|  1.343e-05      	|
on_before_accelerator_backend_setup	|  3.7543e-05     	|1              	|  3.7543e-05     	|  8.8167e-06     	|
on_configure_sharded_model         	|  3.5919e-05     	|1              	|  3.5919e-05     	|  8.4353e-06     	|
setup                              	|  3.3686e-05     	|1              	|  3.3686e-05     	|  7.9108e-06     	|
on_fit_end                         	|  3.1669e-05     	|1              	|  3.1669e-05     	|  7.4371e-06     	|
teardown                           	|  1.9059e-05     	|1              	|  1.9059e-05     	|  4.4757e-06     	|
on_pretrain_routine_end            	|  1.6868e-05     	|1              	|  1.6868e-05     	|  3.9613e-06     	|
prepare_data                       	|  1.2686e-05     	|1              	|  1.2686e-05     	|  2.9793e-06     	|
configure_sharded_model            	|  1.2614e-05     	|1              	|  1.2614e-05     	|  2.9622e-06     	|
on_train_dataloader                	|  1.0297e-05     	|1              	|  1.0297e-05     	|  2.4181e-06     	|
configure_callbacks                	|  8.7265e-06     	|1              	|  8.7265e-06     	|  2.0493e-06     	|
on_val_dataloader                  	|  8.6259e-06     	|1              	|  8.6259e-06     	|  2.0257e-06     	|
