FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  542.64         	|  100 %          	|
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run_training_epoch                 	|  8.2377         	|63             	|  518.97         	|  95.639         	|
run_training_batch                 	|  0.37914        	|1000           	|  379.14         	|  69.87          	|
optimizer_step_with_closure_0      	|  0.37601        	|1000           	|  376.01         	|  69.293         	|
training_step_and_backward         	|  0.27144        	|1000           	|  271.44         	|  50.023         	|
model_forward                      	|  0.13768        	|1000           	|  137.68         	|  25.373         	|
training_step                      	|  0.1375         	|1000           	|  137.5          	|  25.338         	|
backward                           	|  0.13222        	|1000           	|  132.22         	|  24.365         	|
get_train_batch                    	|  0.029801       	|1063           	|  31.678         	|  5.8378         	|
fetch_next_train_batch             	|  0.029776       	|1063           	|  31.652         	|  5.8329         	|
on_train_batch_end                 	|  0.0022091      	|1000           	|  2.2091         	|  0.40709        	|
zero_grad                          	|  0.0015074      	|1000           	|  1.5074         	|  0.2778         	|
training_batch_to_device           	|  0.00027335     	|1000           	|  0.27335        	|  0.050374       	|
on_train_batch_start               	|  9.5792e-05     	|1000           	|  0.095792       	|  0.017653       	|
on_train_end                       	|  0.045181       	|1              	|  0.045181       	|  0.0083261      	|
on_train_epoch_end                 	|  0.00042605     	|63             	|  0.026841       	|  0.0049464      	|
on_train_epoch_start               	|  0.00039864     	|63             	|  0.025114       	|  0.0046282      	|
on_after_backward                  	|  2.4414e-05     	|1000           	|  0.024414       	|  0.0044991      	|
on_pretrain_routine_start          	|  0.022212       	|1              	|  0.022212       	|  0.0040933      	|
on_batch_start                     	|  2.1982e-05     	|1000           	|  0.021982       	|  0.0040509      	|
on_before_zero_grad                	|  1.7922e-05     	|1000           	|  0.017922       	|  0.0033028      	|
on_batch_end                       	|  1.5408e-05     	|1000           	|  0.015408       	|  0.0028395      	|
on_before_optimizer_step           	|  1.4321e-05     	|1000           	|  0.014321       	|  0.002639       	|
configure_optimizers               	|  0.012958       	|1              	|  0.012958       	|  0.0023879      	|
on_before_backward                 	|  1.2805e-05     	|1000           	|  0.012805       	|  0.0023597      	|
training_step_end                  	|  7.548e-06      	|1000           	|  0.007548       	|  0.001391       	|
on_train_start                     	|  0.0018889      	|1              	|  0.0018889      	|  0.0003481      	|
on_epoch_end                       	|  1.1462e-05     	|63             	|  0.00072212     	|  0.00013308     	|
on_epoch_start                     	|  1.1286e-05     	|63             	|  0.00071103     	|  0.00013103     	|
on_fit_end                         	|  6.0741e-05     	|1              	|  6.0741e-05     	|  1.1194e-05     	|
on_fit_start                       	|  5.6468e-05     	|1              	|  5.6468e-05     	|  1.0406e-05     	|
on_before_accelerator_backend_setup	|  3.7557e-05     	|1              	|  3.7557e-05     	|  6.9211e-06     	|
on_configure_sharded_model         	|  3.331e-05      	|1              	|  3.331e-05      	|  6.1384e-06     	|
setup                              	|  2.82e-05       	|1              	|  2.82e-05       	|  5.1969e-06     	|
configure_callbacks                	|  1.8131e-05     	|1              	|  1.8131e-05     	|  3.3413e-06     	|
on_pretrain_routine_end            	|  1.7527e-05     	|1              	|  1.7527e-05     	|  3.23e-06       	|
teardown                           	|  1.5229e-05     	|1              	|  1.5229e-05     	|  2.8065e-06     	|
prepare_data                       	|  9.3915e-06     	|1              	|  9.3915e-06     	|  1.7307e-06     	|
configure_sharded_model            	|  7.6648e-06     	|1              	|  7.6648e-06     	|  1.4125e-06     	|
on_train_dataloader                	|  7.4767e-06     	|1              	|  7.4767e-06     	|  1.3778e-06     	|
on_val_dataloader                  	|  6.0927e-06     	|1              	|  6.0927e-06     	|  1.1228e-06     	|
