FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1776.5         	|  100 %          	|
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run_training_epoch                 	|  3.5064         	|500            	|  1753.2         	|  98.689         	|
run_training_batch                 	|  0.20819        	|8000           	|  1665.5         	|  93.753         	|
training_step_and_backward         	|  0.19654        	|8000           	|  1572.4         	|  88.508         	|
model_forward                      	|  0.1115         	|8000           	|  891.97         	|  50.209         	|
training_step                      	|  0.11136        	|8000           	|  890.88         	|  50.148         	|
backward                           	|  0.084855       	|8000           	|  678.84         	|  38.212         	|
optimizer_step_with_closure_0      	|  0.25573        	|1000           	|  255.73         	|  14.395         	|
get_train_batch                    	|  0.0068106      	|8500           	|  57.89          	|  3.2586         	|
fetch_next_train_batch             	|  0.0067913      	|8500           	|  57.726         	|  3.2494         	|
on_train_batch_end                 	|  0.0010978      	|8000           	|  8.7823         	|  0.49436        	|
training_batch_to_device           	|  0.00023748     	|8000           	|  1.8998         	|  0.10694        	|
zero_grad                          	|  0.001404       	|1000           	|  1.404          	|  0.079031       	|
on_train_batch_start               	|  9.3426e-05     	|8000           	|  0.74741        	|  0.042072       	|
on_train_epoch_start               	|  0.00028975     	|500            	|  0.14488        	|  0.0081552      	|
on_batch_start                     	|  1.7913e-05     	|8000           	|  0.14331        	|  0.0080668      	|
on_train_epoch_end                 	|  0.00026894     	|500            	|  0.13447        	|  0.0075692      	|
on_batch_end                       	|  1.3767e-05     	|8000           	|  0.11013        	|  0.0061994      	|
on_before_backward                 	|  1.2711e-05     	|8000           	|  0.10169        	|  0.005724       	|
on_after_backward                  	|  1.1988e-05     	|8000           	|  0.095904       	|  0.0053985      	|
training_step_end                  	|  6.2071e-06     	|8000           	|  0.049657       	|  0.0027952      	|
on_train_end                       	|  0.02436        	|1              	|  0.02436        	|  0.0013713      	|
on_pretrain_routine_start          	|  0.023448       	|1              	|  0.023448       	|  0.0013199      	|
on_before_zero_grad                	|  2.0568e-05     	|1000           	|  0.020568       	|  0.0011578      	|
on_before_optimizer_step           	|  1.5916e-05     	|1000           	|  0.015916       	|  0.00089589     	|
configure_optimizers               	|  0.0082795      	|1              	|  0.0082795      	|  0.00046606     	|
on_epoch_start                     	|  1.0449e-05     	|500            	|  0.0052247      	|  0.0002941      	|
on_epoch_end                       	|  1.0436e-05     	|500            	|  0.0052181      	|  0.00029373     	|
on_train_start                     	|  0.00073772     	|1              	|  0.00073772     	|  4.1527e-05     	|
on_fit_end                         	|  2.2011e-05     	|1              	|  2.2011e-05     	|  1.239e-06      	|
setup                              	|  2.1531e-05     	|1              	|  2.1531e-05     	|  1.212e-06      	|
on_before_accelerator_backend_setup	|  2.0788e-05     	|1              	|  2.0788e-05     	|  1.1702e-06     	|
on_configure_sharded_model         	|  1.7783e-05     	|1              	|  1.7783e-05     	|  1.001e-06      	|
on_fit_start                       	|  1.7343e-05     	|1              	|  1.7343e-05     	|  9.7624e-07     	|
teardown                           	|  1.099e-05      	|1              	|  1.099e-05      	|  6.1863e-07     	|
on_pretrain_routine_end            	|  9.959e-06      	|1              	|  9.959e-06      	|  5.6059e-07     	|
prepare_data                       	|  7.2541e-06     	|1              	|  7.2541e-06     	|  4.0833e-07     	|
configure_callbacks                	|  6.1819e-06     	|1              	|  6.1819e-06     	|  3.4798e-07     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  2.6507e-07     	|
on_val_dataloader                  	|  4.3081e-06     	|1              	|  4.3081e-06     	|  2.425e-07      	|
on_train_dataloader                	|  3.878e-06      	|1              	|  3.878e-06      	|  2.1829e-07     	|
