FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1621.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  76.11          	|21             	|  1598.3         	|  98.57          	|
run_training_batch                 	|  0.19586        	|8000           	|  1566.9         	|  96.632         	|
training_step_and_backward         	|  0.18476        	|8000           	|  1478.1         	|  91.157         	|
model_forward                      	|  0.099836       	|8000           	|  798.69         	|  49.256         	|
training_step                      	|  0.099702       	|8000           	|  797.61         	|  49.19          	|
backward                           	|  0.08474        	|8000           	|  677.92         	|  41.808         	|
optimizer_step_with_closure_0      	|  0.24825        	|1000           	|  248.25         	|  15.31          	|
get_train_batch                    	|  0.0019292      	|8021           	|  15.474         	|  0.95431        	|
fetch_next_train_batch             	|  0.001913       	|8021           	|  15.344         	|  0.94627        	|
on_train_batch_end                 	|  0.0011147      	|8000           	|  8.9173         	|  0.54994        	|
training_batch_to_device           	|  0.00021491     	|8000           	|  1.7193         	|  0.10603        	|
zero_grad                          	|  0.0013472      	|1000           	|  1.3472         	|  0.083083       	|
on_train_batch_start               	|  9.0912e-05     	|8000           	|  0.72729        	|  0.044853       	|
on_batch_start                     	|  1.4355e-05     	|8000           	|  0.11484        	|  0.0070825      	|
on_batch_end                       	|  1.3823e-05     	|8000           	|  0.11058        	|  0.0068198      	|
on_before_backward                 	|  1.3077e-05     	|8000           	|  0.10462        	|  0.0064518      	|
on_after_backward                  	|  1.2222e-05     	|8000           	|  0.097774       	|  0.0060298      	|
training_step_end                  	|  5.9089e-06     	|8000           	|  0.047271       	|  0.0029153      	|
on_train_end                       	|  0.0252         	|1              	|  0.0252         	|  0.0015541      	|
on_pretrain_routine_start          	|  0.022545       	|1              	|  0.022545       	|  0.0013904      	|
on_before_zero_grad                	|  1.4208e-05     	|1000           	|  0.014208       	|  0.00087625     	|
on_before_optimizer_step           	|  1.1367e-05     	|1000           	|  0.011367       	|  0.00070104     	|
configure_optimizers               	|  0.0082124      	|1              	|  0.0082124      	|  0.00050647     	|
on_train_epoch_end                 	|  0.00030037     	|21             	|  0.0063078      	|  0.00038901     	|
on_train_epoch_start               	|  0.00029972     	|21             	|  0.0062941      	|  0.00038817     	|
on_train_start                     	|  0.00064826     	|1              	|  0.00064826     	|  3.9979e-05     	|
on_epoch_start                     	|  1.0467e-05     	|21             	|  0.00021981     	|  1.3556e-05     	|
on_epoch_end                       	|  1.022e-05      	|21             	|  0.00021462     	|  1.3236e-05     	|
on_fit_end                         	|  2.2241e-05     	|1              	|  2.2241e-05     	|  1.3716e-06     	|
on_before_accelerator_backend_setup	|  1.7934e-05     	|1              	|  1.7934e-05     	|  1.106e-06      	|
on_fit_start                       	|  1.615e-05      	|1              	|  1.615e-05      	|  9.9599e-07     	|
setup                              	|  1.3966e-05     	|1              	|  1.3966e-05     	|  8.6129e-07     	|
on_configure_sharded_model         	|  1.2954e-05     	|1              	|  1.2954e-05     	|  7.9889e-07     	|
on_pretrain_routine_end            	|  1.0199e-05     	|1              	|  1.0199e-05     	|  6.2899e-07     	|
teardown                           	|  9.9582e-06     	|1              	|  9.9582e-06     	|  6.1413e-07     	|
prepare_data                       	|  7.0429e-06     	|1              	|  7.0429e-06     	|  4.3434e-07     	|
configure_callbacks                	|  6.8431e-06     	|1              	|  6.8431e-06     	|  4.2202e-07     	|
on_val_dataloader                  	|  4.4191e-06     	|1              	|  4.4191e-06     	|  2.7253e-07     	|
configure_sharded_model            	|  4.238e-06      	|1              	|  4.238e-06      	|  2.6136e-07     	|
on_train_dataloader                	|  4.0669e-06     	|1              	|  4.0669e-06     	|  2.5081e-07     	|
