FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1217.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3935         	|500            	|  1196.7         	|  98.262         	|
run_training_batch                 	|  0.26905        	|1000           	|  269.05         	|  22.091         	|
optimizer_step_with_closure_0      	|  0.26539        	|1000           	|  265.39         	|  21.791         	|
training_step_and_backward         	|  0.20453        	|1000           	|  204.53         	|  16.793         	|
get_train_batch                    	|  0.11372        	|1500           	|  170.57         	|  14.005         	|
fetch_next_train_batch             	|  0.11368        	|1500           	|  170.51         	|  14.001         	|
backward                           	|  0.10227        	|1000           	|  102.27         	|  8.3973         	|
model_forward                      	|  0.10083        	|1000           	|  100.83         	|  8.2787         	|
training_step                      	|  0.1006         	|1000           	|  100.6          	|  8.2598         	|
on_train_batch_end                 	|  0.002014       	|1000           	|  2.014          	|  0.16537        	|
zero_grad                          	|  0.001392       	|1000           	|  1.392          	|  0.1143         	|
training_batch_to_device           	|  0.00068398     	|1000           	|  0.68398        	|  0.05616        	|
on_train_epoch_end                 	|  0.00031413     	|500            	|  0.15706        	|  0.012896       	|
on_train_epoch_start               	|  0.00031062     	|500            	|  0.15531        	|  0.012752       	|
on_train_batch_start               	|  0.00011341     	|1000           	|  0.11341        	|  0.0093115      	|
on_batch_start                     	|  4.7862e-05     	|1000           	|  0.047862       	|  0.0039298      	|
on_train_end                       	|  0.042049       	|1              	|  0.042049       	|  0.0034526      	|
on_pretrain_routine_start          	|  0.022435       	|1              	|  0.022435       	|  0.0018421      	|
on_before_zero_grad                	|  2.1658e-05     	|1000           	|  0.021658       	|  0.0017783      	|
on_after_backward                  	|  2.009e-05      	|1000           	|  0.02009        	|  0.0016496      	|
on_batch_end                       	|  1.8263e-05     	|1000           	|  0.018263       	|  0.0014995      	|
on_before_optimizer_step           	|  1.4057e-05     	|1000           	|  0.014057       	|  0.0011542      	|
on_before_backward                 	|  1.2255e-05     	|1000           	|  0.012255       	|  0.0010062      	|
configure_optimizers               	|  0.0096647      	|1              	|  0.0096647      	|  0.00079355     	|
training_step_end                  	|  8.2759e-06     	|1000           	|  0.0082759      	|  0.00067951     	|
on_epoch_end                       	|  1.1196e-05     	|500            	|  0.005598       	|  0.00045963     	|
on_epoch_start                     	|  1.0503e-05     	|500            	|  0.0052515      	|  0.00043119     	|
on_train_start                     	|  0.0010073      	|1              	|  0.0010073      	|  8.271e-05      	|
on_fit_end                         	|  6.1046e-05     	|1              	|  6.1046e-05     	|  5.0124e-06     	|
on_fit_start                       	|  4.4897e-05     	|1              	|  4.4897e-05     	|  3.6864e-06     	|
on_before_accelerator_backend_setup	|  2.6941e-05     	|1              	|  2.6941e-05     	|  2.2121e-06     	|
on_configure_sharded_model         	|  2.208e-05      	|1              	|  2.208e-05      	|  1.8129e-06     	|
on_pretrain_routine_end            	|  2.0452e-05     	|1              	|  2.0452e-05     	|  1.6793e-06     	|
setup                              	|  1.9612e-05     	|1              	|  1.9612e-05     	|  1.6103e-06     	|
teardown                           	|  1.3055e-05     	|1              	|  1.3055e-05     	|  1.0719e-06     	|
prepare_data                       	|  1.1625e-05     	|1              	|  1.1625e-05     	|  9.5448e-07     	|
on_val_dataloader                  	|  9.3151e-06     	|1              	|  9.3151e-06     	|  7.6484e-07     	|
configure_callbacks                	|  8.5868e-06     	|1              	|  8.5868e-06     	|  7.0504e-07     	|
on_train_dataloader                	|  6.834e-06      	|1              	|  6.834e-06      	|  5.6113e-07     	|
configure_sharded_model            	|  5.4669e-06     	|1              	|  5.4669e-06     	|  4.4887e-07     	|
