FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1545.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.166         	|63             	|  1522.5         	|  98.517         	|
run_training_batch                 	|  0.18592        	|8000           	|  1487.4         	|  96.246         	|
training_step_and_backward         	|  0.17581        	|8000           	|  1406.5         	|  91.012         	|
model_forward                      	|  0.092398       	|8000           	|  739.18         	|  47.832         	|
training_step                      	|  0.092265       	|8000           	|  738.12         	|  47.763         	|
backward                           	|  0.083227       	|8000           	|  665.81         	|  43.084         	|
optimizer_step_with_closure_0      	|  0.23449        	|1000           	|  234.49         	|  15.173         	|
get_train_batch                    	|  0.0022743      	|8063           	|  18.338         	|  1.1866         	|
fetch_next_train_batch             	|  0.0022581      	|8063           	|  18.207         	|  1.1782         	|
on_train_batch_end                 	|  0.0010812      	|8000           	|  8.6492         	|  0.55968        	|
training_batch_to_device           	|  0.00021503     	|8000           	|  1.7202         	|  0.11131        	|
zero_grad                          	|  0.0013443      	|1000           	|  1.3443         	|  0.086985       	|
on_train_batch_start               	|  8.9651e-05     	|8000           	|  0.71721        	|  0.04641        	|
on_batch_start                     	|  1.4512e-05     	|8000           	|  0.1161         	|  0.0075125      	|
on_batch_end                       	|  1.2886e-05     	|8000           	|  0.10309        	|  0.0066707      	|
on_before_backward                 	|  1.2144e-05     	|8000           	|  0.097151       	|  0.0062865      	|
on_after_backward                  	|  1.1147e-05     	|8000           	|  0.089176       	|  0.0057705      	|
training_step_end                  	|  5.8046e-06     	|8000           	|  0.046437       	|  0.0030049      	|
on_train_end                       	|  0.025942       	|1              	|  0.025942       	|  0.0016787      	|
on_pretrain_routine_start          	|  0.023146       	|1              	|  0.023146       	|  0.0014978      	|
on_train_epoch_start               	|  0.0002937      	|63             	|  0.018503       	|  0.0011973      	|
on_train_epoch_end                 	|  0.00028917     	|63             	|  0.018218       	|  0.0011789      	|
on_before_zero_grad                	|  1.3814e-05     	|1000           	|  0.013814       	|  0.00089388     	|
on_before_optimizer_step           	|  1.2519e-05     	|1000           	|  0.012519       	|  0.00081011     	|
configure_optimizers               	|  0.0083541      	|1              	|  0.0083541      	|  0.00054058     	|
on_train_start                     	|  0.00070362     	|1              	|  0.00070362     	|  4.553e-05      	|
on_epoch_start                     	|  1.0457e-05     	|63             	|  0.00065882     	|  4.2631e-05     	|
on_epoch_end                       	|  1.0155e-05     	|63             	|  0.00063975     	|  4.1398e-05     	|
on_fit_end                         	|  2.4506e-05     	|1              	|  2.4506e-05     	|  1.5857e-06     	|
on_before_accelerator_backend_setup	|  2.0658e-05     	|1              	|  2.0658e-05     	|  1.3368e-06     	|
on_fit_start                       	|  1.6711e-05     	|1              	|  1.6711e-05     	|  1.0814e-06     	|
on_configure_sharded_model         	|  1.3205e-05     	|1              	|  1.3205e-05     	|  8.5448e-07     	|
setup                              	|  1.2664e-05     	|1              	|  1.2664e-05     	|  8.1947e-07     	|
on_pretrain_routine_end            	|  1.2473e-05     	|1              	|  1.2473e-05     	|  8.0711e-07     	|
teardown                           	|  1.1702e-05     	|1              	|  1.1702e-05     	|  7.5723e-07     	|
prepare_data                       	|  7.5048e-06     	|1              	|  7.5048e-06     	|  4.8563e-07     	|
configure_callbacks                	|  5.9109e-06     	|1              	|  5.9109e-06     	|  3.8249e-07     	|
configure_sharded_model            	|  4.7989e-06     	|1              	|  4.7989e-06     	|  3.1053e-07     	|
on_train_dataloader                	|  4.2778e-06     	|1              	|  4.2778e-06     	|  2.7681e-07     	|
on_val_dataloader                  	|  4.1579e-06     	|1              	|  4.1579e-06     	|  2.6905e-07     	|
