FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  441.98         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0901         	|200            	|  418.03         	|  94.582         	|
run_training_batch                 	|  0.34515        	|1000           	|  345.15         	|  78.092         	|
optimizer_step_with_closure_0      	|  0.34245        	|1000           	|  342.45         	|  77.481         	|
training_step_and_backward         	|  0.26559        	|1000           	|  265.59         	|  60.092         	|
model_forward                      	|  0.15793        	|1000           	|  157.93         	|  35.732         	|
training_step                      	|  0.15778        	|1000           	|  157.78         	|  35.698         	|
backward                           	|  0.10631        	|1000           	|  106.31         	|  24.053         	|
get_train_batch                    	|  0.016761       	|1200           	|  20.114         	|  4.5508         	|
fetch_next_train_batch             	|  0.016736       	|1200           	|  20.083         	|  4.5439         	|
zero_grad                          	|  0.0013268      	|1000           	|  1.3268         	|  0.3002         	|
on_train_batch_end                 	|  0.0012527      	|1000           	|  1.2527         	|  0.28342        	|
training_batch_to_device           	|  0.0003487      	|1000           	|  0.3487         	|  0.078896       	|
on_train_batch_start               	|  9.7353e-05     	|1000           	|  0.097353       	|  0.022027       	|
on_train_epoch_start               	|  0.00026798     	|200            	|  0.053595       	|  0.012126       	|
on_train_epoch_end                 	|  0.00024204     	|200            	|  0.048409       	|  0.010953       	|
on_train_end                       	|  0.02469        	|1              	|  0.02469        	|  0.0055863      	|
on_batch_start                     	|  2.2736e-05     	|1000           	|  0.022736       	|  0.0051441      	|
on_pretrain_routine_start          	|  0.022397       	|1              	|  0.022397       	|  0.0050674      	|
on_before_zero_grad                	|  1.6406e-05     	|1000           	|  0.016406       	|  0.003712       	|
on_batch_end                       	|  1.3733e-05     	|1000           	|  0.013733       	|  0.0031072      	|
on_before_backward                 	|  1.2138e-05     	|1000           	|  0.012138       	|  0.0027463      	|
on_before_optimizer_step           	|  1.1874e-05     	|1000           	|  0.011874       	|  0.0026865      	|
on_after_backward                  	|  1.1556e-05     	|1000           	|  0.011556       	|  0.0026146      	|
configure_optimizers               	|  0.0084725      	|1              	|  0.0084725      	|  0.001917       	|
training_step_end                  	|  7.2313e-06     	|1000           	|  0.0072313      	|  0.0016361      	|
on_epoch_start                     	|  1.1101e-05     	|200            	|  0.0022202      	|  0.00050234     	|
on_epoch_end                       	|  1.046e-05      	|200            	|  0.0020919      	|  0.00047331     	|
on_train_start                     	|  0.00078711     	|1              	|  0.00078711     	|  0.00017809     	|
on_fit_end                         	|  2.4957e-05     	|1              	|  2.4957e-05     	|  5.6467e-06     	|
on_before_accelerator_backend_setup	|  2.137e-05      	|1              	|  2.137e-05      	|  4.8351e-06     	|
on_fit_start                       	|  1.7903e-05     	|1              	|  1.7903e-05     	|  4.0507e-06     	|
on_configure_sharded_model         	|  1.4076e-05     	|1              	|  1.4076e-05     	|  3.1848e-06     	|
setup                              	|  1.2824e-05     	|1              	|  1.2824e-05     	|  2.9015e-06     	|
teardown                           	|  1.0249e-05     	|1              	|  1.0249e-05     	|  2.3189e-06     	|
on_pretrain_routine_end            	|  1.0219e-05     	|1              	|  1.0219e-05     	|  2.3121e-06     	|
prepare_data                       	|  8.155e-06      	|1              	|  8.155e-06      	|  1.8451e-06     	|
configure_callbacks                	|  4.879e-06      	|1              	|  4.879e-06      	|  1.1039e-06     	|
configure_sharded_model            	|  4.499e-06      	|1              	|  4.499e-06      	|  1.0179e-06     	|
on_train_dataloader                	|  4.499e-06      	|1              	|  4.499e-06      	|  1.0179e-06     	|
on_val_dataloader                  	|  4.3779e-06     	|1              	|  4.3779e-06     	|  9.9053e-07     	|
