FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1680.7         	|  100 %          	|
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run_training_epoch                 	|  26.315         	|63             	|  1657.8         	|  98.637         	|
run_training_batch                 	|  0.20281        	|8000           	|  1622.5         	|  96.534         	|
training_step_and_backward         	|  0.19152        	|8000           	|  1532.2         	|  91.162         	|
model_forward                      	|  0.1067         	|8000           	|  853.64         	|  50.789         	|
training_step                      	|  0.10657        	|8000           	|  852.58         	|  50.726         	|
backward                           	|  0.084635       	|8000           	|  677.08         	|  40.285         	|
optimizer_step_with_closure_0      	|  0.25129        	|1000           	|  251.29         	|  14.951         	|
get_train_batch                    	|  0.0022915      	|8063           	|  18.476         	|  1.0993         	|
fetch_next_train_batch             	|  0.0022743      	|8063           	|  18.338         	|  1.091          	|
on_train_batch_end                 	|  0.0010796      	|8000           	|  8.6371         	|  0.51389        	|
training_batch_to_device           	|  0.00021861     	|8000           	|  1.7488         	|  0.10405        	|
zero_grad                          	|  0.0013354      	|1000           	|  1.3354         	|  0.079453       	|
on_train_batch_start               	|  9.0547e-05     	|8000           	|  0.72438        	|  0.043099       	|
on_batch_start                     	|  1.4622e-05     	|8000           	|  0.11697        	|  0.0069595      	|
on_batch_end                       	|  1.3701e-05     	|8000           	|  0.10961        	|  0.0065215      	|
on_before_backward                 	|  1.2266e-05     	|8000           	|  0.098124       	|  0.0058381      	|
on_after_backward                  	|  1.1321e-05     	|8000           	|  0.090571       	|  0.0053887      	|
training_step_end                  	|  5.8397e-06     	|8000           	|  0.046717       	|  0.0027796      	|
on_train_end                       	|  0.02562        	|1              	|  0.02562        	|  0.0015243      	|
on_pretrain_routine_start          	|  0.022365       	|1              	|  0.022365       	|  0.0013307      	|
on_train_epoch_start               	|  0.00029536     	|63             	|  0.018608       	|  0.0011071      	|
on_train_epoch_end                 	|  0.00027509     	|63             	|  0.017331       	|  0.0010312      	|
on_before_zero_grad                	|  1.3995e-05     	|1000           	|  0.013995       	|  0.00083265     	|
on_before_optimizer_step           	|  1.2143e-05     	|1000           	|  0.012143       	|  0.00072248     	|
configure_optimizers               	|  0.0077049      	|1              	|  0.0077049      	|  0.00045842     	|
on_train_start                     	|  0.0007546      	|1              	|  0.0007546      	|  4.4897e-05     	|
on_epoch_start                     	|  1.0714e-05     	|63             	|  0.00067501     	|  4.0161e-05     	|
on_epoch_end                       	|  1.0127e-05     	|63             	|  0.00063797     	|  3.7958e-05     	|
on_fit_end                         	|  2.5027e-05     	|1              	|  2.5027e-05     	|  1.489e-06      	|
on_before_accelerator_backend_setup	|  2.1521e-05     	|1              	|  2.1521e-05     	|  1.2804e-06     	|
setup                              	|  2.0158e-05     	|1              	|  2.0158e-05     	|  1.1994e-06     	|
on_fit_start                       	|  1.6341e-05     	|1              	|  1.6341e-05     	|  9.7225e-07     	|
on_configure_sharded_model         	|  1.4938e-05     	|1              	|  1.4938e-05     	|  8.8879e-07     	|
teardown                           	|  1.093e-05      	|1              	|  1.093e-05      	|  6.5031e-07     	|
on_pretrain_routine_end            	|  9.7479e-06     	|1              	|  9.7479e-06     	|  5.7998e-07     	|
prepare_data                       	|  7.564e-06      	|1              	|  7.564e-06      	|  4.5004e-07     	|
configure_callbacks                	|  5.8e-06        	|1              	|  5.8e-06        	|  3.4509e-07     	|
on_train_dataloader                	|  4.5679e-06     	|1              	|  4.5679e-06     	|  2.7178e-07     	|
configure_sharded_model            	|  4.499e-06      	|1              	|  4.499e-06      	|  2.6768e-07     	|
on_val_dataloader                  	|  4.248e-06      	|1              	|  4.248e-06      	|  2.5275e-07     	|
