FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1536.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.084         	|21             	|  1513.8         	|  98.498         	|
run_training_batch                 	|  0.18545        	|8000           	|  1483.6         	|  96.534         	|
training_step_and_backward         	|  0.17542        	|8000           	|  1403.4         	|  91.315         	|
model_forward                      	|  0.094095       	|8000           	|  752.76         	|  48.981         	|
training_step                      	|  0.093964       	|8000           	|  751.72         	|  48.913         	|
backward                           	|  0.081145       	|8000           	|  649.16         	|  42.24          	|
optimizer_step_with_closure_0      	|  0.23346        	|1000           	|  233.46         	|  15.191         	|
get_train_batch                    	|  0.0018273      	|8021           	|  14.657         	|  0.95368        	|
fetch_next_train_batch             	|  0.0018111      	|8021           	|  14.527         	|  0.94521        	|
on_train_batch_end                 	|  0.0010791      	|8000           	|  8.6329         	|  0.56173        	|
training_batch_to_device           	|  0.00020771     	|8000           	|  1.6617         	|  0.10812        	|
zero_grad                          	|  0.001307       	|1000           	|  1.307          	|  0.085045       	|
on_train_batch_start               	|  8.9697e-05     	|8000           	|  0.71757        	|  0.046691       	|
on_batch_start                     	|  1.4718e-05     	|8000           	|  0.11774        	|  0.0076614      	|
on_batch_end                       	|  1.3171e-05     	|8000           	|  0.10537        	|  0.006856       	|
on_before_backward                 	|  1.2659e-05     	|8000           	|  0.10127        	|  0.0065895      	|
on_after_backward                  	|  1.1664e-05     	|8000           	|  0.093314       	|  0.0060718      	|
training_step_end                  	|  5.3957e-06     	|8000           	|  0.043166       	|  0.0028087      	|
on_train_end                       	|  0.024654       	|1              	|  0.024654       	|  0.0016042      	|
on_pretrain_routine_start          	|  0.022408       	|1              	|  0.022408       	|  0.001458       	|
on_before_zero_grad                	|  1.3908e-05     	|1000           	|  0.013908       	|  0.00090495     	|
on_before_optimizer_step           	|  1.1497e-05     	|1000           	|  0.011497       	|  0.00074808     	|
configure_optimizers               	|  0.0082233      	|1              	|  0.0082233      	|  0.00053507     	|
on_train_epoch_start               	|  0.00029929     	|21             	|  0.0062851      	|  0.00040896     	|
on_train_epoch_end                 	|  0.0002878      	|21             	|  0.0060438      	|  0.00039326     	|
on_train_start                     	|  0.00068417     	|1              	|  0.00068417     	|  4.4518e-05     	|
on_epoch_start                     	|  1.0517e-05     	|21             	|  0.00022086     	|  1.4371e-05     	|
on_epoch_end                       	|  1.0251e-05     	|21             	|  0.00021527     	|  1.4007e-05     	|
on_fit_end                         	|  2.4185e-05     	|1              	|  2.4185e-05     	|  1.5737e-06     	|
on_before_accelerator_backend_setup	|  2.133e-05      	|1              	|  2.133e-05      	|  1.3879e-06     	|
on_fit_start                       	|  1.616e-05      	|1              	|  1.616e-05      	|  1.0515e-06     	|
setup                              	|  1.4027e-05     	|1              	|  1.4027e-05     	|  9.127e-07      	|
on_configure_sharded_model         	|  1.3646e-05     	|1              	|  1.3646e-05     	|  8.8793e-07     	|
teardown                           	|  9.9679e-06     	|1              	|  9.9679e-06     	|  6.4859e-07     	|
on_pretrain_routine_end            	|  9.899e-06      	|1              	|  9.899e-06      	|  6.4411e-07     	|
prepare_data                       	|  7.8441e-06     	|1              	|  7.8441e-06     	|  5.104e-07      	|
configure_callbacks                	|  7.0632e-06     	|1              	|  7.0632e-06     	|  4.5959e-07     	|
on_val_dataloader                  	|  4.678e-06      	|1              	|  4.678e-06      	|  3.0439e-07     	|
on_train_dataloader                	|  4.638e-06      	|1              	|  4.638e-06      	|  3.0178e-07     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  2.7771e-07     	|
