FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  434.15         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.503          	|63             	|  409.69         	|  94.365         	|
run_training_batch                 	|  0.27696        	|1000           	|  276.96         	|  63.794         	|
optimizer_step_with_closure_0      	|  0.27256        	|1000           	|  272.56         	|  62.78          	|
training_step_and_backward         	|  0.20566        	|1000           	|  205.66         	|  47.371         	|
model_forward                      	|  0.1089         	|1000           	|  108.9          	|  25.084         	|
training_step                      	|  0.10871        	|1000           	|  108.71         	|  25.038         	|
backward                           	|  0.095127       	|1000           	|  95.127         	|  21.911         	|
get_train_batch                    	|  0.025615       	|1063           	|  27.229         	|  6.2716         	|
fetch_next_train_batch             	|  0.02559        	|1063           	|  27.202         	|  6.2655         	|
on_train_batch_end                 	|  0.0023345      	|1000           	|  2.3345         	|  0.53772        	|
zero_grad                          	|  0.0015978      	|1000           	|  1.5978         	|  0.36802        	|
training_batch_to_device           	|  0.00031231     	|1000           	|  0.31231        	|  0.071936       	|
on_train_batch_start               	|  9.4465e-05     	|1000           	|  0.094465       	|  0.021758       	|
on_train_end                       	|  0.054363       	|1              	|  0.054363       	|  0.012522       	|
on_after_backward                  	|  2.5698e-05     	|1000           	|  0.025698       	|  0.0059191      	|
on_train_epoch_end                 	|  0.00037556     	|63             	|  0.02366        	|  0.0054498      	|
on_train_epoch_start               	|  0.00036309     	|63             	|  0.022875       	|  0.0052688      	|
on_pretrain_routine_start          	|  0.022544       	|1              	|  0.022544       	|  0.0051926      	|
on_batch_start                     	|  2.241e-05      	|1000           	|  0.02241        	|  0.0051616      	|
on_before_zero_grad                	|  1.8224e-05     	|1000           	|  0.018224       	|  0.0041976      	|
on_batch_end                       	|  1.7358e-05     	|1000           	|  0.017358       	|  0.0039981      	|
on_before_optimizer_step           	|  1.3892e-05     	|1000           	|  0.013892       	|  0.0031997      	|
on_before_backward                 	|  1.3447e-05     	|1000           	|  0.013447       	|  0.0030973      	|
configure_optimizers               	|  0.010756       	|1              	|  0.010756       	|  0.0024774      	|
training_step_end                  	|  7.3705e-06     	|1000           	|  0.0073705      	|  0.0016977      	|
on_train_start                     	|  0.0012011      	|1              	|  0.0012011      	|  0.00027665     	|
on_epoch_end                       	|  1.1986e-05     	|63             	|  0.00075509     	|  0.00017392     	|
on_epoch_start                     	|  1.1102e-05     	|63             	|  0.00069945     	|  0.00016111     	|
on_fit_end                         	|  4.8554e-05     	|1              	|  4.8554e-05     	|  1.1183e-05     	|
on_fit_start                       	|  3.8978e-05     	|1              	|  3.8978e-05     	|  8.9778e-06     	|
setup                              	|  2.8633e-05     	|1              	|  2.8633e-05     	|  6.595e-06      	|
on_before_accelerator_backend_setup	|  2.3352e-05     	|1              	|  2.3352e-05     	|  5.3787e-06     	|
on_configure_sharded_model         	|  1.9621e-05     	|1              	|  1.9621e-05     	|  4.5194e-06     	|
prepare_data                       	|  1.6104e-05     	|1              	|  1.6104e-05     	|  3.7094e-06     	|
teardown                           	|  1.578e-05      	|1              	|  1.578e-05      	|  3.6347e-06     	|
on_pretrain_routine_end            	|  1.5756e-05     	|1              	|  1.5756e-05     	|  3.6291e-06     	|
on_train_dataloader                	|  8.2161e-06     	|1              	|  8.2161e-06     	|  1.8924e-06     	|
on_val_dataloader                  	|  7.8026e-06     	|1              	|  7.8026e-06     	|  1.7972e-06     	|
configure_callbacks                	|  7.5921e-06     	|1              	|  7.5921e-06     	|  1.7487e-06     	|
configure_sharded_model            	|  6.8899e-06     	|1              	|  6.8899e-06     	|  1.587e-06      	|
