FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1577.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.3032         	|167            	|  1553.6         	|  98.521         	|
run_training_batch                 	|  0.1883         	|8000           	|  1506.4         	|  95.524         	|
training_step_and_backward         	|  0.178          	|8000           	|  1424.0         	|  90.3           	|
model_forward                      	|  0.093919       	|8000           	|  751.35         	|  47.646         	|
training_step                      	|  0.093784       	|8000           	|  750.27         	|  47.577         	|
backward                           	|  0.083896       	|8000           	|  671.17         	|  42.561         	|
optimizer_step_with_closure_0      	|  0.23694        	|1000           	|  236.94         	|  15.025         	|
get_train_batch                    	|  0.003357       	|8167           	|  27.417         	|  1.7386         	|
fetch_next_train_batch             	|  0.0033395      	|8167           	|  27.274         	|  1.7295         	|
on_train_batch_end                 	|  0.0010891      	|8000           	|  8.7132         	|  0.55253        	|
training_batch_to_device           	|  0.00021789     	|8000           	|  1.7431         	|  0.11053        	|
zero_grad                          	|  0.0013268      	|1000           	|  1.3268         	|  0.084136       	|
on_train_batch_start               	|  9.0899e-05     	|8000           	|  0.72719        	|  0.046113       	|
on_batch_start                     	|  1.5644e-05     	|8000           	|  0.12515        	|  0.0079362      	|
on_batch_end                       	|  1.3372e-05     	|8000           	|  0.10698        	|  0.0067837      	|
on_before_backward                 	|  1.3304e-05     	|8000           	|  0.10643        	|  0.0067493      	|
on_after_backward                  	|  1.162e-05      	|8000           	|  0.092959       	|  0.0058948      	|
on_train_epoch_start               	|  0.00029259     	|167            	|  0.048862       	|  0.0030985      	|
training_step_end                  	|  5.637e-06      	|8000           	|  0.045096       	|  0.0028597      	|
on_train_epoch_end                 	|  0.00025995     	|167            	|  0.043412       	|  0.0027529      	|
on_train_end                       	|  0.02535        	|1              	|  0.02535        	|  0.0016075      	|
on_pretrain_routine_start          	|  0.022499       	|1              	|  0.022499       	|  0.0014267      	|
on_before_zero_grad                	|  1.5965e-05     	|1000           	|  0.015965       	|  0.0010124      	|
on_before_optimizer_step           	|  1.4043e-05     	|1000           	|  0.014043       	|  0.00089054     	|
configure_optimizers               	|  0.0083075      	|1              	|  0.0083075      	|  0.00052681     	|
on_epoch_start                     	|  1.1143e-05     	|167            	|  0.001861       	|  0.00011801     	|
on_epoch_end                       	|  1.0482e-05     	|167            	|  0.0017506      	|  0.00011101     	|
on_train_start                     	|  0.00073964     	|1              	|  0.00073964     	|  4.6903e-05     	|
on_fit_end                         	|  2.4326e-05     	|1              	|  2.4326e-05     	|  1.5426e-06     	|
on_before_accelerator_backend_setup	|  2.107e-05      	|1              	|  2.107e-05      	|  1.3361e-06     	|
on_fit_start                       	|  1.8225e-05     	|1              	|  1.8225e-05     	|  1.1557e-06     	|
on_configure_sharded_model         	|  1.3916e-05     	|1              	|  1.3916e-05     	|  8.8246e-07     	|
setup                              	|  1.3525e-05     	|1              	|  1.3525e-05     	|  8.5767e-07     	|
teardown                           	|  1.2664e-05     	|1              	|  1.2664e-05     	|  8.0306e-07     	|
on_pretrain_routine_end            	|  1.051e-05      	|1              	|  1.051e-05      	|  6.6649e-07     	|
prepare_data                       	|  8.275e-06      	|1              	|  8.275e-06      	|  5.2475e-07     	|
configure_callbacks                	|  6.3819e-06     	|1              	|  6.3819e-06     	|  4.047e-07      	|
configure_sharded_model            	|  4.6089e-06     	|1              	|  4.6089e-06     	|  2.9226e-07     	|
on_val_dataloader                  	|  4.4981e-06     	|1              	|  4.4981e-06     	|  2.8524e-07     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  2.6938e-07     	|
