FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1691.2         	|  100 %          	|
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run_training_epoch                 	|  26.471         	|63             	|  1667.7         	|  98.613         	|
run_training_batch                 	|  0.20389        	|8000           	|  1631.2         	|  96.451         	|
training_step_and_backward         	|  0.19285        	|8000           	|  1542.8         	|  91.225         	|
model_forward                      	|  0.10738        	|8000           	|  859.06         	|  50.797         	|
training_step                      	|  0.10725        	|8000           	|  857.97         	|  50.733         	|
backward                           	|  0.085277       	|8000           	|  682.22         	|  40.34          	|
optimizer_step_with_closure_0      	|  0.25139        	|1000           	|  251.39         	|  14.865         	|
get_train_batch                    	|  0.0024028      	|8063           	|  19.374         	|  1.1456         	|
fetch_next_train_batch             	|  0.002386       	|8063           	|  19.238         	|  1.1376         	|
on_train_batch_end                 	|  0.001101       	|8000           	|  8.8079         	|  0.52082        	|
training_batch_to_device           	|  0.00022002     	|8000           	|  1.7601         	|  0.10408        	|
zero_grad                          	|  0.0013347      	|1000           	|  1.3347         	|  0.078925       	|
on_train_batch_start               	|  9.0066e-05     	|8000           	|  0.72053        	|  0.042606       	|
on_batch_start                     	|  1.4841e-05     	|8000           	|  0.11873        	|  0.0070203      	|
on_before_backward                 	|  1.4047e-05     	|8000           	|  0.11237        	|  0.0066446      	|
on_batch_end                       	|  1.3892e-05     	|8000           	|  0.11113        	|  0.0065713      	|
on_after_backward                  	|  1.2763e-05     	|8000           	|  0.1021         	|  0.0060375      	|
training_step_end                  	|  6.1659e-06     	|8000           	|  0.049327       	|  0.0029168      	|
on_train_end                       	|  0.026218       	|1              	|  0.026218       	|  0.0015503      	|
on_pretrain_routine_start          	|  0.02244        	|1              	|  0.02244        	|  0.0013269      	|
on_train_epoch_start               	|  0.00030722     	|63             	|  0.019355       	|  0.0011445      	|
on_train_epoch_end                 	|  0.00029487     	|63             	|  0.018577       	|  0.0010984      	|
on_before_zero_grad                	|  1.5357e-05     	|1000           	|  0.015357       	|  0.00090805     	|
on_before_optimizer_step           	|  1.159e-05      	|1000           	|  0.01159        	|  0.00068533     	|
configure_optimizers               	|  0.0084584      	|1              	|  0.0084584      	|  0.00050015     	|
on_train_start                     	|  0.00076128     	|1              	|  0.00076128     	|  4.5015e-05     	|
on_epoch_start                     	|  1.0975e-05     	|63             	|  0.00069144     	|  4.0885e-05     	|
on_epoch_end                       	|  1.073e-05      	|63             	|  0.00067601     	|  3.9973e-05     	|
setup                              	|  2.8083e-05     	|1              	|  2.8083e-05     	|  1.6606e-06     	|
on_fit_end                         	|  2.5597e-05     	|1              	|  2.5597e-05     	|  1.5136e-06     	|
on_before_accelerator_backend_setup	|  2.162e-05      	|1              	|  2.162e-05      	|  1.2784e-06     	|
on_fit_start                       	|  1.7453e-05     	|1              	|  1.7453e-05     	|  1.032e-06      	|
on_configure_sharded_model         	|  1.6751e-05     	|1              	|  1.6751e-05     	|  9.905e-07      	|
on_pretrain_routine_end            	|  1.0509e-05     	|1              	|  1.0509e-05     	|  6.2141e-07     	|
teardown                           	|  1.04e-05       	|1              	|  1.04e-05       	|  6.1496e-07     	|
prepare_data                       	|  8.316e-06      	|1              	|  8.316e-06      	|  4.9173e-07     	|
configure_callbacks                	|  6.1011e-06     	|1              	|  6.1011e-06     	|  3.6076e-07     	|
configure_sharded_model            	|  5.0899e-06     	|1              	|  5.0899e-06     	|  3.0097e-07     	|
on_val_dataloader                  	|  4.438e-06      	|1              	|  4.438e-06      	|  2.6242e-07     	|
on_train_dataloader                	|  4.0981e-06     	|1              	|  4.0981e-06     	|  2.4232e-07     	|
