FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1475.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.9139         	|500            	|  1457.0         	|  98.758         	|
run_training_batch                 	|  0.3942         	|1000           	|  394.2          	|  26.72          	|
optimizer_step_with_closure_0      	|  0.39081        	|1000           	|  390.81         	|  26.49          	|
training_step_and_backward         	|  0.28634        	|1000           	|  286.34         	|  19.409         	|
get_train_batch                    	|  0.11411        	|1500           	|  171.16         	|  11.602         	|
fetch_next_train_batch             	|  0.11407        	|1500           	|  171.1          	|  11.598         	|
model_forward                      	|  0.15553        	|1000           	|  155.53         	|  10.542         	|
training_step                      	|  0.15528        	|1000           	|  155.28         	|  10.525         	|
backward                           	|  0.12929        	|1000           	|  129.29         	|  8.7638         	|
on_train_batch_end                 	|  0.002258       	|1000           	|  2.258          	|  0.15306        	|
zero_grad                          	|  0.0014738      	|1000           	|  1.4738         	|  0.099897       	|
training_batch_to_device           	|  0.000619       	|1000           	|  0.619          	|  0.041958       	|
on_train_epoch_end                 	|  0.00035936     	|500            	|  0.17968        	|  0.012179       	|
on_train_epoch_start               	|  0.00033728     	|500            	|  0.16864        	|  0.011431       	|
on_train_batch_start               	|  0.00010927     	|1000           	|  0.10927        	|  0.0074067      	|
on_train_end                       	|  0.048835       	|1              	|  0.048835       	|  0.0033102      	|
on_batch_start                     	|  4.3312e-05     	|1000           	|  0.043312       	|  0.0029358      	|
on_after_backward                  	|  2.3616e-05     	|1000           	|  0.023616       	|  0.0016007      	|
on_before_zero_grad                	|  2.3495e-05     	|1000           	|  0.023495       	|  0.0015926      	|
on_pretrain_routine_start          	|  0.021944       	|1              	|  0.021944       	|  0.0014874      	|
on_before_optimizer_step           	|  1.6855e-05     	|1000           	|  0.016855       	|  0.0011425      	|
on_batch_end                       	|  1.6306e-05     	|1000           	|  0.016306       	|  0.0011052      	|
on_before_backward                 	|  1.5466e-05     	|1000           	|  0.015466       	|  0.0010483      	|
training_step_end                  	|  1.0205e-05     	|1000           	|  0.010205       	|  0.00069174     	|
configure_optimizers               	|  0.0085684      	|1              	|  0.0085684      	|  0.0005808      	|
on_epoch_end                       	|  1.1729e-05     	|500            	|  0.0058644      	|  0.00039751     	|
on_epoch_start                     	|  1.0984e-05     	|500            	|  0.0054921      	|  0.00037227     	|
on_train_start                     	|  0.0017662      	|1              	|  0.0017662      	|  0.00011972     	|
on_fit_end                         	|  6.1145e-05     	|1              	|  6.1145e-05     	|  4.1446e-06     	|
on_before_accelerator_backend_setup	|  2.8705e-05     	|1              	|  2.8705e-05     	|  1.9457e-06     	|
setup                              	|  2.4691e-05     	|1              	|  2.4691e-05     	|  1.6736e-06     	|
on_configure_sharded_model         	|  2.3764e-05     	|1              	|  2.3764e-05     	|  1.6108e-06     	|
on_fit_start                       	|  1.8196e-05     	|1              	|  1.8196e-05     	|  1.2334e-06     	|
teardown                           	|  1.7269e-05     	|1              	|  1.7269e-05     	|  1.1705e-06     	|
on_pretrain_routine_end            	|  1.2886e-05     	|1              	|  1.2886e-05     	|  8.7344e-07     	|
prepare_data                       	|  1.0546e-05     	|1              	|  1.0546e-05     	|  7.1486e-07     	|
configure_callbacks                	|  9.222e-06      	|1              	|  9.222e-06      	|  6.2509e-07     	|
configure_sharded_model            	|  8.0541e-06     	|1              	|  8.0541e-06     	|  5.4593e-07     	|
on_val_dataloader                  	|  5.4222e-06     	|1              	|  5.4222e-06     	|  3.6753e-07     	|
on_train_dataloader                	|  5.4166e-06     	|1              	|  5.4166e-06     	|  3.6715e-07     	|
