FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1681.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.322         	|63             	|  1658.3         	|  98.636         	|
run_training_batch                 	|  0.20292        	|8000           	|  1623.4         	|  96.559         	|
training_step_and_backward         	|  0.19188        	|8000           	|  1535.0         	|  91.304         	|
model_forward                      	|  0.10724        	|8000           	|  857.95         	|  51.032         	|
training_step                      	|  0.10711        	|8000           	|  856.88         	|  50.968         	|
backward                           	|  0.084449       	|8000           	|  675.59         	|  40.185         	|
optimizer_step_with_closure_0      	|  0.25037        	|1000           	|  250.37         	|  14.892         	|
get_train_batch                    	|  0.0022602      	|8063           	|  18.224         	|  1.084          	|
fetch_next_train_batch             	|  0.0022436      	|8063           	|  18.09          	|  1.076          	|
on_train_batch_end                 	|  0.0010839      	|8000           	|  8.6715         	|  0.51579        	|
training_batch_to_device           	|  0.00021206     	|8000           	|  1.6965         	|  0.10091        	|
zero_grad                          	|  0.0013229      	|1000           	|  1.3229         	|  0.078685       	|
on_train_batch_start               	|  8.9861e-05     	|8000           	|  0.71889        	|  0.04276        	|
on_batch_start                     	|  1.4772e-05     	|8000           	|  0.11818        	|  0.0070294      	|
on_before_backward                 	|  1.3045e-05     	|8000           	|  0.10436        	|  0.0062074      	|
on_batch_end                       	|  1.2902e-05     	|8000           	|  0.10322        	|  0.0061396      	|
on_after_backward                  	|  1.1737e-05     	|8000           	|  0.093897       	|  0.0055851      	|
training_step_end                  	|  5.9028e-06     	|8000           	|  0.047222       	|  0.0028088      	|
on_train_end                       	|  0.025888       	|1              	|  0.025888       	|  0.0015398      	|
on_pretrain_routine_start          	|  0.023927       	|1              	|  0.023927       	|  0.0014232      	|
on_train_epoch_start               	|  0.00029975     	|63             	|  0.018884       	|  0.0011233      	|
on_train_epoch_end                 	|  0.0002779      	|63             	|  0.017508       	|  0.0010414      	|
on_before_zero_grad                	|  1.4241e-05     	|1000           	|  0.014241       	|  0.00084705     	|
on_before_optimizer_step           	|  1.21e-05       	|1000           	|  0.0121         	|  0.00071973     	|
configure_optimizers               	|  0.0090457      	|1              	|  0.0090457      	|  0.00053805     	|
on_train_start                     	|  0.0008041      	|1              	|  0.0008041      	|  4.7829e-05     	|
on_epoch_start                     	|  1.0879e-05     	|63             	|  0.00068536     	|  4.0766e-05     	|
on_epoch_end                       	|  1.0615e-05     	|63             	|  0.00066873     	|  3.9777e-05     	|
on_fit_end                         	|  2.1901e-05     	|1              	|  2.1901e-05     	|  1.3027e-06     	|
setup                              	|  2.1149e-05     	|1              	|  2.1149e-05     	|  1.258e-06      	|
on_before_accelerator_backend_setup	|  1.9446e-05     	|1              	|  1.9446e-05     	|  1.1567e-06     	|
on_fit_start                       	|  1.6791e-05     	|1              	|  1.6791e-05     	|  9.9875e-07     	|
on_configure_sharded_model         	|  1.5449e-05     	|1              	|  1.5449e-05     	|  9.1892e-07     	|
teardown                           	|  1.2283e-05     	|1              	|  1.2283e-05     	|  7.306e-07      	|
on_pretrain_routine_end            	|  1.0219e-05     	|1              	|  1.0219e-05     	|  6.0783e-07     	|
prepare_data                       	|  8.316e-06      	|1              	|  8.316e-06      	|  4.9464e-07     	|
configure_callbacks                	|  5.17e-06       	|1              	|  5.17e-06       	|  3.0752e-07     	|
configure_sharded_model            	|  4.7989e-06     	|1              	|  4.7989e-06     	|  2.8544e-07     	|
on_val_dataloader                  	|  4.529e-06      	|1              	|  4.529e-06      	|  2.6939e-07     	|
on_train_dataloader                	|  4.1681e-06     	|1              	|  4.1681e-06     	|  2.4792e-07     	|
