FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1215.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3837         	|500            	|  1191.8         	|  98.057         	|
run_training_batch                 	|  0.29776        	|1000           	|  297.76         	|  24.498         	|
optimizer_step_with_closure_0      	|  0.29452        	|1000           	|  294.52         	|  24.232         	|
training_step_and_backward         	|  0.22822        	|1000           	|  228.22         	|  18.776         	|
get_train_batch                    	|  0.094894       	|1500           	|  142.34         	|  11.711         	|
fetch_next_train_batch             	|  0.094853       	|1500           	|  142.28         	|  11.706         	|
model_forward                      	|  0.11538        	|1000           	|  115.38         	|  9.4924         	|
training_step                      	|  0.11514        	|1000           	|  115.14         	|  9.4731         	|
backward                           	|  0.11124        	|1000           	|  111.24         	|  9.1517         	|
on_train_batch_end                 	|  0.0022538      	|1000           	|  2.2538         	|  0.18543        	|
zero_grad                          	|  0.0015658      	|1000           	|  1.5658         	|  0.12883        	|
training_batch_to_device           	|  0.00068223     	|1000           	|  0.68223        	|  0.05613        	|
on_train_epoch_end                 	|  0.00033794     	|500            	|  0.16897        	|  0.013902       	|
on_train_epoch_start               	|  0.00032696     	|500            	|  0.16348        	|  0.01345        	|
on_train_batch_start               	|  0.00011346     	|1000           	|  0.11346        	|  0.009335       	|
on_train_end                       	|  0.072196       	|1              	|  0.072196       	|  0.0059399      	|
on_batch_start                     	|  5.5523e-05     	|1000           	|  0.055523       	|  0.0045681      	|
on_pretrain_routine_start          	|  0.025168       	|1              	|  0.025168       	|  0.0020707      	|
on_after_backward                  	|  2.4284e-05     	|1000           	|  0.024284       	|  0.0019979      	|
on_before_zero_grad                	|  2.2938e-05     	|1000           	|  0.022938       	|  0.0018872      	|
on_batch_end                       	|  1.7271e-05     	|1000           	|  0.017271       	|  0.0014209      	|
on_before_optimizer_step           	|  1.6834e-05     	|1000           	|  0.016834       	|  0.001385       	|
on_before_backward                 	|  1.5277e-05     	|1000           	|  0.015277       	|  0.0012569      	|
configure_optimizers               	|  0.012285       	|1              	|  0.012285       	|  0.0010107      	|
training_step_end                  	|  1.1327e-05     	|1000           	|  0.011327       	|  0.00093189     	|
on_epoch_end                       	|  1.2029e-05     	|500            	|  0.0060146      	|  0.00049484     	|
on_epoch_start                     	|  1.0955e-05     	|500            	|  0.0054775      	|  0.00045065     	|
on_train_start                     	|  0.0011049      	|1              	|  0.0011049      	|  9.0903e-05     	|
on_fit_end                         	|  5.9363e-05     	|1              	|  5.9363e-05     	|  4.884e-06      	|
on_fit_start                       	|  4.1598e-05     	|1              	|  4.1598e-05     	|  3.4225e-06     	|
on_before_accelerator_backend_setup	|  2.4647e-05     	|1              	|  2.4647e-05     	|  2.0278e-06     	|
setup                              	|  2.216e-05      	|1              	|  2.216e-05      	|  1.8232e-06     	|
on_configure_sharded_model         	|  2.0135e-05     	|1              	|  2.0135e-05     	|  1.6566e-06     	|
teardown                           	|  1.8593e-05     	|1              	|  1.8593e-05     	|  1.5297e-06     	|
on_pretrain_routine_end            	|  1.3866e-05     	|1              	|  1.3866e-05     	|  1.1408e-06     	|
configure_callbacks                	|  9.2164e-06     	|1              	|  9.2164e-06     	|  7.5826e-07     	|
prepare_data                       	|  9.0767e-06     	|1              	|  9.0767e-06     	|  7.4677e-07     	|
on_val_dataloader                  	|  7.432e-06      	|1              	|  7.432e-06      	|  6.1145e-07     	|
configure_sharded_model            	|  6.4261e-06     	|1              	|  6.4261e-06     	|  5.287e-07      	|
on_train_dataloader                	|  6.2678e-06     	|1              	|  6.2678e-06     	|  5.1567e-07     	|
