FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1553.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.1608         	|167            	|  1529.9         	|  98.486         	|
run_training_batch                 	|  0.18491        	|8000           	|  1479.3         	|  95.232         	|
training_step_and_backward         	|  0.17479        	|8000           	|  1398.3         	|  90.018         	|
model_forward                      	|  0.094385       	|8000           	|  755.08         	|  48.609         	|
training_step                      	|  0.09425        	|8000           	|  754.0          	|  48.539         	|
backward                           	|  0.08022        	|8000           	|  641.76         	|  41.314         	|
optimizer_step_with_closure_0      	|  0.23342        	|1000           	|  233.42         	|  15.027         	|
get_train_batch                    	|  0.0037754      	|8167           	|  30.834         	|  1.985          	|
fetch_next_train_batch             	|  0.0037581      	|8167           	|  30.692         	|  1.9759         	|
on_train_batch_end                 	|  0.0010776      	|8000           	|  8.6205         	|  0.55495        	|
training_batch_to_device           	|  0.0002174      	|8000           	|  1.7392         	|  0.11196        	|
zero_grad                          	|  0.0013346      	|1000           	|  1.3346         	|  0.085915       	|
on_train_batch_start               	|  9.1788e-05     	|8000           	|  0.73431        	|  0.047272       	|
on_batch_start                     	|  1.5153e-05     	|8000           	|  0.12122        	|  0.0078039      	|
on_batch_end                       	|  1.4017e-05     	|8000           	|  0.11214        	|  0.0072188      	|
on_after_backward                  	|  1.2997e-05     	|8000           	|  0.10397        	|  0.0066934      	|
on_before_backward                 	|  1.2959e-05     	|8000           	|  0.10367        	|  0.0066741      	|
on_train_epoch_start               	|  0.00028463     	|167            	|  0.047534       	|  0.00306        	|
training_step_end                  	|  5.9001e-06     	|8000           	|  0.047201       	|  0.0030386      	|
on_train_epoch_end                 	|  0.00025613     	|167            	|  0.042774       	|  0.0027536      	|
on_train_end                       	|  0.024799       	|1              	|  0.024799       	|  0.0015965      	|
on_pretrain_routine_start          	|  0.022782       	|1              	|  0.022782       	|  0.0014666      	|
on_before_zero_grad                	|  1.6454e-05     	|1000           	|  0.016454       	|  0.0010592      	|
on_before_optimizer_step           	|  1.2512e-05     	|1000           	|  0.012512       	|  0.00080544     	|
configure_optimizers               	|  0.0084438      	|1              	|  0.0084438      	|  0.00054358     	|
on_epoch_end                       	|  1.1227e-05     	|167            	|  0.0018749      	|  0.0001207      	|
on_epoch_start                     	|  1.0362e-05     	|167            	|  0.0017304      	|  0.0001114      	|
on_train_start                     	|  0.00072389     	|1              	|  0.00072389     	|  4.6601e-05     	|
on_before_accelerator_backend_setup	|  2.172e-05      	|1              	|  2.172e-05      	|  1.3982e-06     	|
on_fit_end                         	|  1.9227e-05     	|1              	|  1.9227e-05     	|  1.2377e-06     	|
on_fit_start                       	|  1.7783e-05     	|1              	|  1.7783e-05     	|  1.1448e-06     	|
setup                              	|  1.3314e-05     	|1              	|  1.3314e-05     	|  8.571e-07      	|
on_configure_sharded_model         	|  1.3224e-05     	|1              	|  1.3224e-05     	|  8.5131e-07     	|
on_pretrain_routine_end            	|  1.2283e-05     	|1              	|  1.2283e-05     	|  7.9073e-07     	|
teardown                           	|  1.024e-05      	|1              	|  1.024e-05      	|  6.592e-07      	|
prepare_data                       	|  8.486e-06      	|1              	|  8.486e-06      	|  5.4629e-07     	|
configure_callbacks                	|  6.8732e-06     	|1              	|  6.8732e-06     	|  4.4247e-07     	|
on_train_dataloader                	|  4.899e-06      	|1              	|  4.899e-06      	|  3.1538e-07     	|
configure_sharded_model            	|  4.869e-06      	|1              	|  4.869e-06      	|  3.1344e-07     	|
on_val_dataloader                  	|  4.1679e-06     	|1              	|  4.1679e-06     	|  2.6831e-07     	|
