FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1613.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  25.247         	|63             	|  1590.6         	|  98.561         	|
run_training_batch                 	|  0.19445        	|8000           	|  1555.6         	|  96.391         	|
training_step_and_backward         	|  0.18335        	|8000           	|  1466.8         	|  90.889         	|
model_forward                      	|  0.099396       	|8000           	|  795.17         	|  49.273         	|
training_step                      	|  0.099263       	|8000           	|  794.11         	|  49.207         	|
backward                           	|  0.08377        	|8000           	|  670.16         	|  41.527         	|
optimizer_step_with_closure_0      	|  0.24671        	|1000           	|  246.71         	|  15.288         	|
get_train_batch                    	|  0.0022729      	|8063           	|  18.327         	|  1.1356         	|
fetch_next_train_batch             	|  0.0022563      	|8063           	|  18.193         	|  1.1273         	|
on_train_batch_end                 	|  0.0010729      	|8000           	|  8.583          	|  0.53185        	|
training_batch_to_device           	|  0.00021362     	|8000           	|  1.709          	|  0.1059         	|
zero_grad                          	|  0.001288       	|1000           	|  1.288          	|  0.079811       	|
on_train_batch_start               	|  9.0236e-05     	|8000           	|  0.72189        	|  0.044732       	|
on_batch_start                     	|  1.4484e-05     	|8000           	|  0.11587        	|  0.00718        	|
on_batch_end                       	|  1.2906e-05     	|8000           	|  0.10325        	|  0.0063977      	|
on_before_backward                 	|  1.2571e-05     	|8000           	|  0.10056        	|  0.0062315      	|
on_after_backward                  	|  1.1141e-05     	|8000           	|  0.089124       	|  0.0055226      	|
training_step_end                  	|  5.7797e-06     	|8000           	|  0.046238       	|  0.0028652      	|
on_train_end                       	|  0.024736       	|1              	|  0.024736       	|  0.0015327      	|
on_pretrain_routine_start          	|  0.022635       	|1              	|  0.022635       	|  0.0014026      	|
on_train_epoch_start               	|  0.00029448     	|63             	|  0.018552       	|  0.0011496      	|
on_train_epoch_end                 	|  0.00028859     	|63             	|  0.018181       	|  0.0011266      	|
on_before_zero_grad                	|  1.5665e-05     	|1000           	|  0.015665       	|  0.00097069     	|
on_before_optimizer_step           	|  1.1562e-05     	|1000           	|  0.011562       	|  0.00071644     	|
configure_optimizers               	|  0.008696       	|1              	|  0.008696       	|  0.00053885     	|
on_train_start                     	|  0.00070128     	|1              	|  0.00070128     	|  4.3455e-05     	|
on_epoch_start                     	|  1.0527e-05     	|63             	|  0.00066319     	|  4.1095e-05     	|
on_epoch_end                       	|  1.0404e-05     	|63             	|  0.00065547     	|  4.0616e-05     	|
on_before_accelerator_backend_setup	|  2.1621e-05     	|1              	|  2.1621e-05     	|  1.3398e-06     	|
on_fit_end                         	|  2.0729e-05     	|1              	|  2.0729e-05     	|  1.2845e-06     	|
on_fit_start                       	|  1.6752e-05     	|1              	|  1.6752e-05     	|  1.0381e-06     	|
on_configure_sharded_model         	|  1.3075e-05     	|1              	|  1.3075e-05     	|  8.1019e-07     	|
setup                              	|  1.2703e-05     	|1              	|  1.2703e-05     	|  7.8715e-07     	|
on_pretrain_routine_end            	|  1.2313e-05     	|1              	|  1.2313e-05     	|  7.6298e-07     	|
teardown                           	|  1.046e-05      	|1              	|  1.046e-05      	|  6.4815e-07     	|
prepare_data                       	|  7.875e-06      	|1              	|  7.875e-06      	|  4.8798e-07     	|
configure_callbacks                	|  6.3621e-06     	|1              	|  6.3621e-06     	|  3.9423e-07     	|
on_val_dataloader                  	|  4.679e-06      	|1              	|  4.679e-06      	|  2.8993e-07     	|
configure_sharded_model            	|  4.0079e-06     	|1              	|  4.0079e-06     	|  2.4835e-07     	|
on_train_dataloader                	|  3.9781e-06     	|1              	|  3.9781e-06     	|  2.4651e-07     	|
