FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1547.7         	|  100 %          	|
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run_training_epoch                 	|  72.594         	|21             	|  1524.5         	|  98.502         	|
run_training_batch                 	|  0.18679        	|8000           	|  1494.4         	|  96.556         	|
training_step_and_backward         	|  0.17674        	|8000           	|  1413.9         	|  91.357         	|
model_forward                      	|  0.093623       	|8000           	|  748.98         	|  48.394         	|
training_step                      	|  0.093492       	|8000           	|  747.93         	|  48.326         	|
backward                           	|  0.082936       	|8000           	|  663.49         	|  42.87          	|
optimizer_step_with_closure_0      	|  0.23541        	|1000           	|  235.41         	|  15.211         	|
get_train_batch                    	|  0.0018273      	|8021           	|  14.657         	|  0.94702        	|
fetch_next_train_batch             	|  0.0018112      	|8021           	|  14.528         	|  0.93869        	|
on_train_batch_end                 	|  0.0010661      	|8000           	|  8.529          	|  0.55109        	|
training_batch_to_device           	|  0.00021197     	|8000           	|  1.6957         	|  0.10957        	|
zero_grad                          	|  0.0012947      	|1000           	|  1.2947         	|  0.083657       	|
on_train_batch_start               	|  9.018e-05      	|8000           	|  0.72144        	|  0.046615       	|
on_batch_start                     	|  1.4151e-05     	|8000           	|  0.11321        	|  0.0073146      	|
on_batch_end                       	|  1.345e-05      	|8000           	|  0.1076         	|  0.0069523      	|
on_before_backward                 	|  1.2553e-05     	|8000           	|  0.10043        	|  0.006489       	|
on_after_backward                  	|  1.1832e-05     	|8000           	|  0.094653       	|  0.0061159      	|
training_step_end                  	|  5.2637e-06     	|8000           	|  0.04211        	|  0.0027208      	|
on_train_end                       	|  0.025614       	|1              	|  0.025614       	|  0.001655       	|
on_pretrain_routine_start          	|  0.022567       	|1              	|  0.022567       	|  0.0014581      	|
on_before_zero_grad                	|  1.4622e-05     	|1000           	|  0.014622       	|  0.00094475     	|
on_before_optimizer_step           	|  1.148e-05      	|1000           	|  0.01148        	|  0.00074176     	|
configure_optimizers               	|  0.0086372      	|1              	|  0.0086372      	|  0.00055808     	|
on_train_epoch_start               	|  0.00029214     	|21             	|  0.0061348      	|  0.00039639     	|
on_train_epoch_end                 	|  0.00028763     	|21             	|  0.0060403      	|  0.00039029     	|
on_train_start                     	|  0.00069662     	|1              	|  0.00069662     	|  4.5011e-05     	|
on_epoch_start                     	|  1.051e-05      	|21             	|  0.00022071     	|  1.4261e-05     	|
on_epoch_end                       	|  1.014e-05      	|21             	|  0.00021294     	|  1.3759e-05     	|
on_before_accelerator_backend_setup	|  2.0969e-05     	|1              	|  2.0969e-05     	|  1.3549e-06     	|
on_fit_end                         	|  2.0058e-05     	|1              	|  2.0058e-05     	|  1.296e-06      	|
on_fit_start                       	|  1.7223e-05     	|1              	|  1.7223e-05     	|  1.1128e-06     	|
setup                              	|  1.4147e-05     	|1              	|  1.4147e-05     	|  9.1409e-07     	|
on_configure_sharded_model         	|  1.3284e-05     	|1              	|  1.3284e-05     	|  8.5832e-07     	|
on_pretrain_routine_end            	|  1.0299e-05     	|1              	|  1.0299e-05     	|  6.6546e-07     	|
teardown                           	|  1.0169e-05     	|1              	|  1.0169e-05     	|  6.5705e-07     	|
prepare_data                       	|  8.255e-06      	|1              	|  8.255e-06      	|  5.3338e-07     	|
configure_callbacks                	|  7.174e-06      	|1              	|  7.174e-06      	|  4.6353e-07     	|
on_val_dataloader                  	|  4.5991e-06     	|1              	|  4.5991e-06     	|  2.9716e-07     	|
configure_sharded_model            	|  4.499e-06      	|1              	|  4.499e-06      	|  2.9069e-07     	|
on_train_dataloader                	|  4.1071e-06     	|1              	|  4.1071e-06     	|  2.6538e-07     	|
