FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1522.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  71.37          	|21             	|  1498.8         	|  98.475         	|
run_training_batch                 	|  0.18359        	|8000           	|  1468.7         	|  96.502         	|
training_step_and_backward         	|  0.17399        	|8000           	|  1391.9         	|  91.456         	|
model_forward                      	|  0.093932       	|8000           	|  751.45         	|  49.374         	|
training_step                      	|  0.093802       	|8000           	|  750.41         	|  49.306         	|
backward                           	|  0.079884       	|8000           	|  639.07         	|  41.99          	|
optimizer_step_with_closure_0      	|  0.23098        	|1000           	|  230.98         	|  15.177         	|
get_train_batch                    	|  0.0018359      	|8021           	|  14.726         	|  0.96757        	|
fetch_next_train_batch             	|  0.0018203      	|8021           	|  14.601         	|  0.95933        	|
on_train_batch_end                 	|  0.0010518      	|8000           	|  8.4145         	|  0.55287        	|
training_batch_to_device           	|  0.00021051     	|8000           	|  1.6841         	|  0.11065        	|
zero_grad                          	|  0.0012693      	|1000           	|  1.2693         	|  0.083398       	|
on_train_batch_start               	|  8.9738e-05     	|8000           	|  0.71791        	|  0.04717        	|
on_batch_start                     	|  1.4385e-05     	|8000           	|  0.11508        	|  0.0075613      	|
on_batch_end                       	|  1.2738e-05     	|8000           	|  0.1019         	|  0.0066954      	|
on_before_backward                 	|  1.2425e-05     	|8000           	|  0.099403       	|  0.0065312      	|
on_after_backward                  	|  1.127e-05      	|8000           	|  0.090157       	|  0.0059237      	|
training_step_end                  	|  5.6277e-06     	|8000           	|  0.045022       	|  0.0029581      	|
on_train_end                       	|  0.026149       	|1              	|  0.026149       	|  0.0017181      	|
on_pretrain_routine_start          	|  0.022765       	|1              	|  0.022765       	|  0.0014958      	|
on_before_zero_grad                	|  1.3673e-05     	|1000           	|  0.013673       	|  0.00089835     	|
on_before_optimizer_step           	|  1.1146e-05     	|1000           	|  0.011146       	|  0.00073235     	|
configure_optimizers               	|  0.0083712      	|1              	|  0.0083712      	|  0.00055003     	|
on_train_epoch_start               	|  0.00028405     	|21             	|  0.005965       	|  0.00039193     	|
on_train_epoch_end                 	|  0.00027449     	|21             	|  0.0057643      	|  0.00037874     	|
on_train_start                     	|  0.00067179     	|1              	|  0.00067179     	|  4.414e-05      	|
on_epoch_start                     	|  1.0256e-05     	|21             	|  0.00021538     	|  1.4151e-05     	|
on_epoch_end                       	|  9.6514e-06     	|21             	|  0.00020268     	|  1.3317e-05     	|
on_fit_end                         	|  2.108e-05      	|1              	|  2.108e-05      	|  1.3851e-06     	|
on_before_accelerator_backend_setup	|  2.106e-05      	|1              	|  2.106e-05      	|  1.3837e-06     	|
on_fit_start                       	|  1.6791e-05     	|1              	|  1.6791e-05     	|  1.1032e-06     	|
on_configure_sharded_model         	|  1.3775e-05     	|1              	|  1.3775e-05     	|  9.0508e-07     	|
setup                              	|  1.2714e-05     	|1              	|  1.2714e-05     	|  8.3538e-07     	|
teardown                           	|  1.049e-05      	|1              	|  1.049e-05      	|  6.8924e-07     	|
on_pretrain_routine_end            	|  9.838e-06      	|1              	|  9.838e-06      	|  6.464e-07      	|
prepare_data                       	|  7.0129e-06     	|1              	|  7.0129e-06     	|  4.6078e-07     	|
configure_callbacks                	|  6.8019e-06     	|1              	|  6.8019e-06     	|  4.4692e-07     	|
on_val_dataloader                  	|  4.4289e-06     	|1              	|  4.4289e-06     	|  2.91e-07       	|
configure_sharded_model            	|  4.3982e-06     	|1              	|  4.3982e-06     	|  2.8898e-07     	|
on_train_dataloader                	|  4.319e-06      	|1              	|  4.319e-06      	|  2.8378e-07     	|
