FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  625.94         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6276         	|167            	|  605.81         	|  96.784         	|
run_training_batch                 	|  0.27927        	|1000           	|  279.27         	|  44.617         	|
optimizer_step_with_closure_0      	|  0.27657        	|1000           	|  276.57         	|  44.185         	|
training_step_and_backward         	|  0.21155        	|1000           	|  211.55         	|  33.797         	|
model_forward                      	|  0.11006        	|1000           	|  110.06         	|  17.582         	|
training_step                      	|  0.10987        	|1000           	|  109.87         	|  17.552         	|
backward                           	|  0.099984       	|1000           	|  99.984         	|  15.973         	|
get_train_batch                    	|  0.052999       	|1167           	|  61.849         	|  9.881          	|
fetch_next_train_batch             	|  0.052971       	|1167           	|  61.817         	|  9.8758         	|
on_train_batch_end                 	|  0.0018039      	|1000           	|  1.8039         	|  0.28818        	|
zero_grad                          	|  0.0014782      	|1000           	|  1.4782         	|  0.23615        	|
training_batch_to_device           	|  0.00036088     	|1000           	|  0.36088        	|  0.057654       	|
on_train_batch_start               	|  9.9021e-05     	|1000           	|  0.099021       	|  0.01582        	|
on_train_epoch_start               	|  0.00033263     	|167            	|  0.055549       	|  0.0088746      	|
on_train_epoch_end                 	|  0.0003228      	|167            	|  0.053908       	|  0.0086124      	|
on_train_end                       	|  0.045619       	|1              	|  0.045619       	|  0.0072881      	|
on_batch_start                     	|  3.1484e-05     	|1000           	|  0.031484       	|  0.0050298      	|
on_pretrain_routine_start          	|  0.021793       	|1              	|  0.021793       	|  0.0034817      	|
on_after_backward                  	|  2.1394e-05     	|1000           	|  0.021394       	|  0.0034179      	|
on_before_zero_grad                	|  1.806e-05      	|1000           	|  0.01806        	|  0.0028853      	|
on_batch_end                       	|  1.514e-05      	|1000           	|  0.01514        	|  0.0024188      	|
on_before_optimizer_step           	|  1.2532e-05     	|1000           	|  0.012532       	|  0.0020022      	|
on_before_backward                 	|  1.2085e-05     	|1000           	|  0.012085       	|  0.0019307      	|
configure_optimizers               	|  0.010527       	|1              	|  0.010527       	|  0.0016819      	|
training_step_end                  	|  7.197e-06      	|1000           	|  0.007197       	|  0.0011498      	|
on_epoch_end                       	|  1.1433e-05     	|167            	|  0.0019093      	|  0.00030503     	|
on_epoch_start                     	|  1.0738e-05     	|167            	|  0.0017932      	|  0.00028648     	|
on_train_start                     	|  0.0016026      	|1              	|  0.0016026      	|  0.00025604     	|
on_fit_start                       	|  4.4512e-05     	|1              	|  4.4512e-05     	|  7.1112e-06     	|
on_fit_end                         	|  3.13e-05       	|1              	|  3.13e-05       	|  5.0005e-06     	|
on_before_accelerator_backend_setup	|  2.6993e-05     	|1              	|  2.6993e-05     	|  4.3125e-06     	|
setup                              	|  2.4648e-05     	|1              	|  2.4648e-05     	|  3.9378e-06     	|
on_configure_sharded_model         	|  2.1389e-05     	|1              	|  2.1389e-05     	|  3.4171e-06     	|
teardown                           	|  1.6112e-05     	|1              	|  1.6112e-05     	|  2.574e-06      	|
on_pretrain_routine_end            	|  1.5631e-05     	|1              	|  1.5631e-05     	|  2.4973e-06     	|
configure_callbacks                	|  1.1321e-05     	|1              	|  1.1321e-05     	|  1.8087e-06     	|
prepare_data                       	|  8.8271e-06     	|1              	|  8.8271e-06     	|  1.4102e-06     	|
configure_sharded_model            	|  7.3481e-06     	|1              	|  7.3481e-06     	|  1.1739e-06     	|
on_train_dataloader                	|  7.052e-06      	|1              	|  7.052e-06      	|  1.1266e-06     	|
on_val_dataloader                  	|  6.7372e-06     	|1              	|  6.7372e-06     	|  1.0763e-06     	|
